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Comparative analysis of the structure and content of N-glycans from different commercial whey protein materials 不同商品乳清蛋白原料n -聚糖的结构和含量的比较分析。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-01-20 DOI: 10.1111/1750-3841.70010
Wanyi Zhang, Qiuqi Peng, Linhan Yuan, Caiwen Wu, Mengqi Wang, Hongbo Li, Hongjuan Li, Jinghua Yu

Infant formulas are constantly being updated and upgraded, and N-glycans are functional glycans that have not been fully exploited to date. Commercial whey protein materials are often used as basic ingredients in infant formulas. Therefore, it is important to study N-glycans in commercial whey protein materials. We used matrix-assisted laser desorption/ionization time of flight mass spectrometry (MALDI-TOF-MS) and ion chromatography to analyze N-glycans in bovine lactoferrin (Lf), whey protein isolate (WPI), whey protein concentrate 70 (WPC 70), goat whey protein powder 50, demineralized whey powder 90 (D90), and desalted goat whey powder. The results showed that 30, 6, 28, 16, 8, and 9 N-glycans were found in Lf, D90, desalted goat whey powder, WPI, WPC 70, and goat whey protein powder 50, respectively. A total of four structures of N-glycans were detected in this study. Only bovine Lf and WPC 70 contained fucosylated and sialylated binding (SFN-type) glycan structures. Regarding content, WPC 70 showed the highest yield of 14.5 mg/g, and the degree of sialylation was higher than fucosylation. This study provides a potential basis for the future use of commercial whey protein materials in dairy products such as infant formula.

婴儿配方奶粉不断更新和升级,n -聚糖是功能性聚糖,迄今尚未充分利用。商业乳清蛋白材料经常被用作婴儿配方奶粉的基本成分。因此,对商品乳清蛋白原料中的n -聚糖进行研究具有重要意义。采用基质辅助激光解吸/电离飞行时间质谱法(MALDI-TOF-MS)和离子色谱法分析了牛乳铁蛋白(Lf)、乳清分离蛋白(WPI)、乳清浓缩蛋白70 (WPC 70)、山羊乳清蛋白粉50、脱矿乳清粉90 (D90)和脱盐山羊乳清粉中的n -聚糖。结果表明,Lf、D90、脱盐山羊乳清粉、WPI、wpc70和山羊乳清蛋白粉50中分别含有30、6、28、16、8和9个n -聚糖。本研究共检测到四种n -聚糖结构。只有牛Lf和wpc70含有聚焦化和唾液化结合(sfn型)聚糖结构。在含量方面,wpc70的产率最高,为14.5 mg/g,且唾液化程度高于聚焦化程度。这项研究为未来乳清蛋白原料在乳制品(如婴儿配方奶粉)中的应用提供了潜在的基础。
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引用次数: 0
Fecal fatty acid profile reveals the therapeutic effect of red ginseng acidic polysaccharide on type 2 diabetes mellitus in rats 粪便脂肪酸谱显示红参酸性多糖对2型糖尿病大鼠的治疗作用。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-01-20 DOI: 10.1111/1750-3841.70015
Jingxuan Yang, Yi Wu, Ziye Jiang, Lili Jiao, Yang Wang

This study aimed to investigate the potential hypoglycemic mechanism of red ginseng acidic polysaccharides (RGAP) from the perspective of fatty acid (FA) regulation. A high-glucose/high-fat diet in conjunction with streptozotocin administration was employed to establish type 2 diabetes mellitus (T2DM) rat models, and their fecal FAs were detected using the liquid chromatography-mass spectrometry (LC-MS) method. RGAP treatment alleviated the polyphagia, polydipsia, weight loss, and hyperglycemia observed in T2DM rats. FA profile was disturbed by T2DM modeling, and 11 marker FAs were selected from statistical analysis, whose intensities were reversely changed by RGAP administration. Among these marker FAs, short-chain FAs were negatively correlated with the fasting blood glucose (FBG) level, while positive correlations were observed between long-chain FA and the FBG level. Combined with the metabolite-enzyme-gene network analysis, we inferred that the mechanistic mechanism RGAP on T2DM may be associated with the regulation of FA metabolism and inflammation-related signaling pathways. This study confirmed the regulatory effect of RGAP on fecal FA, which can provide a scientific basis and new ideas for developing red ginseng as a functional food for supplementary treatment of T2DM.

本研究旨在从脂肪酸调节的角度探讨红参酸性多糖(RGAP)的潜在降糖机制。采用高糖/高脂饮食联合链脲佐菌素建立2型糖尿病(T2DM)大鼠模型,采用液相色谱-质谱法(LC-MS)检测其粪便FAs。RGAP治疗可减轻T2DM大鼠的多食、多饮、体重减轻和高血糖。T2DM模型对FA谱进行干扰,从统计分析中选择11个标志物FA, RGAP给药后其强度呈相反变化。在这些标志物FAs中,短链FAs与空腹血糖(FBG)水平呈负相关,而长链FA与FBG水平呈正相关。结合代谢-酶-基因网络分析,我们推测RGAP对T2DM的作用机制可能与调节FA代谢和炎症相关信号通路有关。本研究证实了RGAP对粪便FA的调节作用,可为开发红参作为补充治疗T2DM的功能食品提供科学依据和新思路。
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引用次数: 0
Supercritical fluid extrusion of pea flour and pea protein concentrate: Effects on off-flavor removal and sensory improvement 超临界流体挤压豌豆粉和豌豆蛋白浓缩物:去除异味和改善感官的效果。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-01-20 DOI: 10.1111/1750-3841.70004
Aamir Iqbal, Abdul Fateh Hosseini, Syed S. H. Rizvi

This study was intended to provide a novel process that fills a knowledge gap in relation to the enhancement of pulses utilization. The primary goal was to develop an experimental framework for using a high-pressure supercritical fluid extruder (SCFX) as a continuous bioreactor to produce off-flavor reduced and functionally superior pulse flours and protein concentrates in a single step. The current study focused on using SCFX processing to remove off-flavor from pulse flour and protein concentrates, enhancing the quality, acceptability, and marketability of pulse-based products. Supercritical carbon dioxide (SC-CO2), a well-known green solvent, was employed in combination with an extrusion system to achieve off-flavor reduction at larger scale. Using various methods such as headspace solid-phase microextraction-gas chromatography mass-spectroscopy (HS-SPME-GC-MS) and sensory evaluation, this study demonstrated that SCFX significantly reduced the off-flavor in pea flour (PF) and pea protein concentrate (PPC). HS-SPME-GC-MS analyses identified major off-flavor compounds in unextruded PF and PPC, including 1-hexanol, 1-octanol, 1-nonanol, nonanal, and 2-alkyl methoxypyrazines. Following SCFX treatment, all these compounds except nonanal were removed. Total off-flavor compound concentration dropped from 923 to 126.5 ng/g in PF, and from 571.7 to 65.9 ng/g in pea protein concentrate PPC after SCFX treatment. Sensory evaluation corroborated these HS-SPME-GC-MS findings, showing that over 80% of the participants could accurately distinguish the extruded samples from the unextruded ones, perceiving the treated samples as having the least beany flavor. These findings highlight the efficacy of SCFX processing in enhancing the sensory profile of pulse-based products by removing off-flavor compounds.

本研究的目的是提供一个新的过程,填补了有关提高脉冲利用的知识空白。主要目标是开发一个实验框架,使用高压超临界流体挤出机(SCFX)作为连续生物反应器,在一个步骤中生产脱味和功能优越的脉冲面粉和蛋白质浓缩物。目前的研究重点是利用SCFX加工去除豆类面粉和浓缩蛋白中的异味,提高豆类产品的质量、可接受性和适销性。超临界二氧化碳(SC-CO2)是一种众所周知的绿色溶剂,与挤出系统相结合,可以大规模地减少异味。采用顶空固相微萃取-气相色谱-质谱(HS-SPME-GC-MS)和感官评价等多种方法,研究了SCFX显著降低了豌豆粉(PF)和豌豆蛋白浓缩物(PPC)中的异味。HS-SPME-GC-MS分析鉴定了未挤压的PF和PPC中主要的异味化合物,包括1-己醇、1-辛醇、1-壬醇、壬醛和2-烷基甲氧基吡嗪。在SCFX处理后,除壬醛外,所有这些化合物都被去除。SCFX处理后,PF中总异味化合物浓度从923 ng/g降至126.5 ng/g,豌豆蛋白浓缩PPC中总异味化合物浓度从571.7 ng/g降至65.9 ng/g。感官评价证实了这些HS-SPME-GC-MS的发现,表明超过80%的参与者能够准确地区分挤出的样品和未挤出的样品,认为处理过的样品具有最少的味道。这些发现强调了SCFX处理通过去除异味化合物来增强脉冲产品感官特征的功效。
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引用次数: 0
Effect of oscillating magnetic field (OMF) on the supercooling behavior of iron-oxide nanoparticle (IONP) agar model system 振荡磁场(OMF)对氧化铁纳米粒子(IONP)琼脂模型体系过冷行为的影响
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-01-20 DOI: 10.1111/1750-3841.17653
Amanda Joya, Dongyoung Lee, Taiyoung Kang, Marisa M. Wall, Soojin Jun

Freezing extends the shelf life of foods but often leads to structural damage due to ice crystal formation, negatively impacting quality attributes. Oscillating magnetic field (OMF)-assisted supercooling has emerged as a potential technique to overcome these limitations by inhibiting ice nucleation and maintaining foods in a supercooled state. Despite its potential, the effectiveness and underlying mechanisms of OMF-assisted supercooling remain subjects of debate. In this study, the effects of OMF on the supercooling behavior of an agar-based food model system containing iron(III)-oxide nanoparticles (IONP) were investigated. Agar samples containing IONPs at various concentrations (3, 6, 12 and 15 mg per 100 mL) were prepared to simulate the presence of ferric materials responsive to OMF. The samples were exposed to an external OMF (10 mT, 10 Hz) at −8°C for 24 h. Higher supercooling probabilities were achieved in the IONP-containing samples, with probabilities of 75%, 75%, and 90% for the 3 mg, 6 mg, and 12 mg concentrations, respectively. In contrast, lower supercooling probabilities of 60% and 55% were exhibited by the control samples (without nanoparticles) and samples containing zinc nanoparticles (ZNPs), respectively. It is suggested that the enhanced supercooling stability in IONP samples is due to the interaction between the magnetic nanoparticles and the OMF, inhibiting ice nucleation possibly through the magneto-mechanical motion affecting water molecule orientation and hydrogen bonding networks.

冷冻可以延长食品的保质期,但由于冰晶的形成,往往会导致食品的结构损坏,对食品的质量属性产生负面影响。振荡磁场(OMF)辅助过冷已经成为一种潜在的技术,可以通过抑制冰核和保持食物处于过冷状态来克服这些限制。尽管具有潜力,但omf辅助过冷的有效性和潜在机制仍然是争论的主题。在这项研究中,研究了OMF对含有氧化铁纳米粒子(IONP)的琼脂基食品模型体系过冷行为的影响。制备了不同浓度(每100 mL 3、6、12和15 mg)的琼脂样品,以模拟铁材料对OMF的反应。样品在-8°C下暴露于外部OMF (10 mT, 10 Hz) 24小时。在含有ionp的样品中获得了更高的过冷概率,在3 mg, 6 mg和12 mg浓度下分别为75%,75%和90%。相比之下,对照样品(不含纳米粒子)和含有锌纳米粒子(ZNPs)的样品的过冷概率分别为60%和55%。研究结果表明,IONP样品的过冷稳定性增强是由于磁性纳米颗粒与OMF相互作用,可能通过磁机械运动影响水分子取向和氢键网络来抑制冰核。
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引用次数: 0
Simultaneous extraction and purification of polysaccharides and proteins from Pleurotus ostreatus using an aqueous two-phase system 双水相体系同时提取纯化平菇多糖和蛋白质。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-01-20 DOI: 10.1111/1750-3841.17674
Zhilai Yang, Jingkun Wang, Hongyu Wang, Huixian Xie, Yingnan Zhang, Meng Wang

Pleurotus ostreatus is a nutrient-dense edible fungus renowned for its delicate texture, appealing flavor, and numerous potential health benefits. Simultaneous extraction within the framework of food resource processing facilitates the concurrent isolation and analysis of multiple target compounds. In this study, an ethanol/salt aqueous two-phase system (ATPS) was employed to extract polysaccharides (PS) and proteins from P. ostreatus. The impacts of pH, inorganic salts, and temperature on ATPS phase formation were systematically evaluated. The ethanol/K₂HPO₄ system demonstrated superior selective extraction performance under optimal conditions: 25.16% ethanol (w/w), 15.91% K₂HPO₄ (w/w), and 24.11% crude extract (w/w) without pH adjustment. The highest recovery efficiency of PS and proteins were 90.29% ± 0.24% and 76.35% ± 0.15%, respectively. The simultaneous extraction efficiency of PS and proteins was 12.49% ± 0.14% and 20.34% ± 0.09%, respectively. As a comparison, hot water extraction and alkali extraction methods were performed to assess the impact of ATPS on the physicochemical properties of PS and proteins. SDS-PAGE and HPLC analyses confirmed that the protein subunit distribution was consistent across different extraction methods, whereas the ATPS-extracted PS exhibited characteristics of homogeneous heteropolysaccharides with a molecular weight of 28.8 × 10⁶ Da. Monosaccharides such as mannose, glucuronic acid, and glucose were identified in the PS hydrolysate. The results demonstrate that ATPS preserves the physicochemical integrity of the extracted substances. This method holds promise for unlocking new possibilities and has the potential to become an effective method for large-scale extraction and purification of polysaccharides and proteins from edible fungi.

Practical Application

This work describes an efficient and straightforward aqueous two-phase system (ATPS) method for simultaneously extracting polysaccharides and proteins from Pleurotus ostreatus. This approach offers advantages such as reduced operational time, lower toxicity solvents, and minimized byproduct waste for the extraction of bioactive substances from edible fungi. Additionally, the reduced residue levels help to shorten subsequent purification steps. This promising method has potential applications in the food, pharmaceutical, and health product industries.

平菇是一种营养丰富的食用菌,以其细腻的质地、诱人的风味和许多潜在的健康益处而闻名。在食品资源加工的框架内,同时提取有利于多个目标化合物的同时分离和分析。本研究采用乙醇/盐双水相体系(ATPS)提取青霉多糖(PS)和蛋白。系统评价了pH、无机盐和温度对ATPS相形成的影响。在最佳条件下:25.16%乙醇(w/w), 15.91% K₂HPO₄(w/w), 24.11%粗提物(w/w),不调整pH时,乙醇/K₂HPO₄体系具有较好的选择性提取性能。PS和蛋白质的最高回收率分别为90.29%±0.24%和76.35%±0.15%。PS和蛋白的同时提取效率分别为12.49%±0.14%和20.34%±0.09%。通过热水浸提和碱浸提两种方法比较ATPS对多糖和蛋白质理化性质的影响。SDS-PAGE和HPLC分析证实,不同提取方法的蛋白质亚基分布一致,而atps提取的PS具有均匀的杂多糖特征,分子量为28.8 × 10 26 Da。在PS水解物中鉴定出甘露糖、葡萄糖醛酸和葡萄糖等单糖。结果表明,ATPS保留了提取物质的物理化学完整性。该方法有望开启新的可能性,并有可能成为大规模提取和纯化食用菌中多糖和蛋白质的有效方法。实际应用:本工作描述了一种高效、简便的双水相系统(ATPS)同时提取平菇多糖和蛋白质的方法。该方法具有操作时间短、溶剂毒性低、副产品浪费少等优点,可用于从食用菌中提取生物活性物质。此外,减少残留水平有助于缩短随后的净化步骤。该方法在食品、医药和保健品行业具有潜在的应用前景。
{"title":"Simultaneous extraction and purification of polysaccharides and proteins from Pleurotus ostreatus using an aqueous two-phase system","authors":"Zhilai Yang,&nbsp;Jingkun Wang,&nbsp;Hongyu Wang,&nbsp;Huixian Xie,&nbsp;Yingnan Zhang,&nbsp;Meng Wang","doi":"10.1111/1750-3841.17674","DOIUrl":"10.1111/1750-3841.17674","url":null,"abstract":"<div>\u0000 \u0000 <section>\u0000 \u0000 \u0000 <p><i>Pleurotus ostreatus</i> is a nutrient-dense edible fungus renowned for its delicate texture, appealing flavor, and numerous potential health benefits. Simultaneous extraction within the framework of food resource processing facilitates the concurrent isolation and analysis of multiple target compounds. In this study, an ethanol/salt aqueous two-phase system (ATPS) was employed to extract polysaccharides (PS) and proteins from <i>P. ostreatus</i>. The impacts of pH, inorganic salts, and temperature on ATPS phase formation were systematically evaluated. The ethanol/K₂HPO₄ system demonstrated superior selective extraction performance under optimal conditions: 25.16% ethanol (w/w), 15.91% K₂HPO₄ (w/w), and 24.11% crude extract (w/w) without pH adjustment. The highest recovery efficiency of PS and proteins were 90.29% ± 0.24% and 76.35% ± 0.15%, respectively. The simultaneous extraction efficiency of PS and proteins was 12.49% ± 0.14% and 20.34% ± 0.09%, respectively. As a comparison, hot water extraction and alkali extraction methods were performed to assess the impact of ATPS on the physicochemical properties of PS and proteins. SDS-PAGE and HPLC analyses confirmed that the protein subunit distribution was consistent across different extraction methods, whereas the ATPS-extracted PS exhibited characteristics of homogeneous heteropolysaccharides with a molecular weight of 28.8 × 10⁶ Da. Monosaccharides such as mannose, glucuronic acid, and glucose were identified in the PS hydrolysate. The results demonstrate that ATPS preserves the physicochemical integrity of the extracted substances. This method holds promise for unlocking new possibilities and has the potential to become an effective method for large-scale extraction and purification of polysaccharides and proteins from edible fungi.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Practical Application</h3>\u0000 \u0000 <p>This work describes an efficient and straightforward aqueous two-phase system (ATPS) method for simultaneously extracting polysaccharides and proteins from <i>Pleurotus ostreatus</i>. This approach offers advantages such as reduced operational time, lower toxicity solvents, and minimized byproduct waste for the extraction of bioactive substances from edible fungi. Additionally, the reduced residue levels help to shorten subsequent purification steps. This promising method has potential applications in the food, pharmaceutical, and health product industries.</p>\u0000 </section>\u0000 </div>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":"90 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2025-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142996915","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
Soybean oil and probiotics improve meat quality, conjugated linoleic acid concentration, and nutritional quality indicators of goats 大豆油和益生菌可改善山羊肉质、共轭亚油酸浓度和营养品质指标。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-01-20 DOI: 10.1111/1750-3841.17669
Yong Han, Defeng Wang, Wen Xiao, Chao Yuan, Yang Yang, Yong Long

This study aimed to investigate the impact of dietary soybean oil and probiotics on goat meat quality, total conjugated linoleic acids (TCLA) concentration, and nutritional quality indicators of goats. Thirty-six male crossbred goats (Anglo-Nubian♂× Thai native♀), weighing 18.3 ± 2.7 kg, were selected and randomly assigned to six groups in a 2 × 3 factorial design, with six replicates per group. The soybean oil supplementation levels were 25 and 50 g/kg, while the probiotic supplementation levels were 0, 2.5, and 5.0 g/h/day. The results showed that supplementing the diet with 50 g/kg soybean oil significantly improved the average daily gain (ADG) (p = 0.02) and carcass yield (p = 0.05), while reducing the feed conversion ratio (= 0.05). Additionally, the addition of 2.5 g/h/day of probiotics significantly increased dry matter intake (p(L) = 0.05, p(Q) = 0.03). Notably, supplementation with 50 g/kg soybean oil reduced the Warner–Bratzler shear force (p = 0.05) and a* (p = 0.01) values of the Longissimus thoracis et lumborum. However, 2.5 g/h/day of probiotics significantly improved (p(L) = 0.01, p(Q) = 0.04) the a* value of Longissimus thoracis et lumborum. Soybean oil supplementation at 50 g/kg increased the ether extract composition of Biceps brachii (p = 0.05) and Semimembranosus (p = 0.05). Additionally, it significantly increased TCLA content (p < 0.01) and reduced the n−6/n−3 ratio (p < 0.01). Interestingly, the supplementation of 5.0 g/h/day probiotics significantly reduced the thrombogenic index (p = 0.03). Moreover, supplementing with 50 g/kg soybean oil (p = 0.03) and 5.0 g/h/day probiotics significantly improved the nutritive value index of goat muscle. Collectively, the findings suggest that the optimal supplementation levels of probiotics and soybean oil are 2.5 g/h/day and 50 g/kg, respectively. These levels have a more pronounced effect on improving the growth performance of growing goats, increasing CLA content, and enhancing meat quality.

本试验旨在研究饲粮中添加大豆油和益生菌对山羊肉质、总共轭亚油酸(TCLA)浓度及营养品质指标的影响。选取体重18.3±2.7 kg的盎格鲁-努比亚♂×泰国原生♀公山羊36只,按2 × 3因子设计随机分为6组,每组6个重复。豆油添加量分别为25和50 g/kg,益生菌添加量分别为0、2.5和5.0 g/h/d。结果表明:饲粮中添加50 g/kg大豆油显著提高了平均日增重(p = 0.02)和胴体产量(p = 0.05),降低了饲料系数(p = 0.05)。此外,添加2.5 g/h/d的益生菌显著提高了干物质采食量(p(L) = 0.05, p(Q) = 0.03)。添加50 g/kg大豆油显著降低了胸腰最长肌的Warner-Bratzler剪切力(p = 0.05)和a* (p = 0.01)值。而添加2.5 g/h/d的益生菌显著提高了胸腰最长肌的a*值(p(L) = 0.01, p(Q) = 0.04)。添加50 g/kg大豆油可提高肱二头肌和半膜肌粗脂肪组成(p = 0.05)。此外,它显著提高了TCLA含量(p
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引用次数: 0
Effect of ultrasound combined with edible coating based on guar gum on the physicochemical quality and texture of fried zucchini slices 超声结合瓜尔胶食用涂层对油炸西葫芦片理化品质和质地的影响。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-01-20 DOI: 10.1111/1750-3841.17608
Fakhreddin Salehi, Mostafa Amiri, Sara Ghazvineh

Edible coating (EC) can reduce excessive oil absorption in deep-fat fried food products. Ultrasound is an efficient pretreatment to preserve the quality characteristics of fried samples. The impact of guar gum based EC and sonication on the quality parameters of fried zucchini slices was investigated. The frying time, moisture percent, oil absorption, texture hardness, surface area change, crust color parameters (lightness, redness, yellowness, and total color change), and sensory attributes were assessed after the frying process. EC with guar gum and ultrasonic pretreatment significantly increased the frying time of the slices (p < 0.05). Ultrasonic power (75 or 150 W) did not have a significant impact on changing the frying time and moisture content of fried zucchini pieces (p > 0.05). The guar gum based EC and sonication process reduces the oil absorption in samples by reducing water evaporation. The highest (17.87%) and lowest (12.19%) oil absorption were for the uncoated and coated-high-power-sonicated (150 W) fried zucchini slices, respectively. The high-power ultrasound pretreatment significantly decreased the hardness of fried zucchini pieces (p < 0.05). High-intensity ultrasonic pretreatment (150 W) significantly decreased the crust area change of fried zucchini slices (p < 0.05). The maximum lightness (82.54) and yellowness (41.25) indexes, the minimum redness (−7.24), and total color change (10.68) indexes were for the coated and high-power sonicated (150 W) slices. The highest appearance, odor, texture, flavor, and overall acceptance were for the coated and low-power sonicated (75 W) sample.

Practical Application

Ultrasound can induce various physicochemical effects, which can modify the structural properties of food products. Ultrasound (5 min, ultrasound bath 40 kHz and 75 W) with guar gum dispersion (1%, w/v) was an efficient treatment for maintaining the quality attributes of fried zucchini slices. The combined edible coating-sonication method can be used to reduce oil absorption, improve the physical properties of fried zucchini slices, and produce better quality product properties than traditional frying.

食用涂层(EC)可以减少油炸食品中过多的油脂吸收。超声是一种有效的前处理方法,可以保持油炸样品的质量特征。研究了瓜尔胶基和超声波对油炸西葫芦片质量参数的影响。对油炸时间、含水率、吸油率、质地硬度、表面积变化、外壳颜色参数(亮度、红度、黄度和总颜色变化)和感官属性进行评价。瓜尔胶加EC和超声预处理可显著延长煎炸时间(p < 0.05)。瓜尔胶基EC和超声工艺通过减少水分蒸发来减少样品中的吸油量。未包覆和包覆高功率超声(150 W)油炸西葫芦片吸油率最高(17.87%),最低(12.19%)。高功率超声预处理显著降低了油炸西葫芦片的硬度(p
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引用次数: 0
Enhancing beer authentication, quality, and control assessment using non-invasive spectroscopy through bottle and machine learning modeling 通过瓶子和机器学习建模,利用无创光谱技术加强啤酒认证、质量和控制评估。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-01-20 DOI: 10.1111/1750-3841.17670
Natalie Harris, Claudia Gonzalez Viejo, Jiaying Zhang, Alexis Pang, Carmen Hernandez-Brenes, Sigfredo Fuentes

Fraud in alcoholic beverages through counterfeiting and adulteration is rising, significantly impacting companies economically. This study aimed to develop a method using near-infrared (NIR) spectroscopy (1596–2396 nm) through the bottle, along with machine learning (ML) modeling for beer authentication, quality traits, and control assessment. For this study, 25 commercial beers from different brands, styles, and three types of fermentation were used. To obtain the ground-truth data, a quantitative descriptive analysis was conducted with 11 trained panelists to evaluate the intensity of 16 sensory descriptors, and volatile aromatic compounds were analyzed using gas chromatography–mass spectroscopy (GC–MS). The ML models were developed using artificial neural networks with NIR absorbance values as inputs to predict (i) type of fermentation (Model 1), (ii) intensity of 16 sensory descriptors (Model 2), and (iii) peak area of volatile aromatic compounds (Model 3). All models resulted in high overall accuracy (Model 1: 99%; Model 2: R = 0.92; Model 3: R = 0.94), and model deployment for new beer samples showed high performance (Model 1: 95%; Model 2: R = 0.83). This method enables brewers and retailers to analyze beers without opening bottles, preventing quality assurance issues, fraud, and provenance concerns. Further model training with new targets could assess additional quality traits like physicochemical parameters and origin.

Practical Application

Near-infrared spectroscopy coupled with ML modeling is a novel method for assessing beer quality and authentication through the bottle. It serves as a rapid, accurate tool for predicting sensory and aroma profiles without opening the bottle. Additionally, it monitors quality traits during transport and storage.

通过伪造和掺假的酒精饮料欺诈正在上升,对公司的经济产生重大影响。本研究旨在开发一种使用近红外(NIR)光谱(1596-2396 nm)通过瓶子的方法,以及用于啤酒认证、质量特征和控制评估的机器学习(ML)建模。在这项研究中,使用了25种不同品牌、风格和三种发酵方式的商业啤酒。为了获得真实的数据,11名训练有素的小组成员进行了定量描述性分析,以评估16个感官描述符的强度,并使用气相色谱-质谱(GC-MS)分析挥发性芳香族化合物。ML模型采用人工神经网络,以近红外吸光度值作为输入来预测(i)发酵类型(模型1),(ii) 16个感官描述符的强度(模型2),以及(iii)挥发性芳香族化合物的峰面积(模型3)。所有模型的总体精度都很高(模型1:99%;模型2:R = 0.92;模型3:R = 0.94),新啤酒样品的模型部署表现出较高的性能(模型1:95%;模型2:R = 0.83)。这种方法使酿酒商和零售商能够在不开瓶的情况下分析啤酒,防止质量保证问题、欺诈和来源问题。进一步的模型训练与新的目标可以评估额外的质量特征,如物理化学参数和来源。实际应用:近红外光谱与ML建模相结合是一种通过瓶子评估啤酒质量和认证的新方法。它是一种快速、准确的工具,可以在不打开瓶子的情况下预测感官和香气。此外,它还监测运输和储存过程中的质量特征。
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引用次数: 0
Pectin/gelatin-based bionanocomposite containing modified graphene quantum dots and carnauba wax as functional fillers for food packaging applications 含有改性石墨烯量子点和巴西棕榈蜡的果胶/明胶基生物纳米复合材料作为食品包装的功能性填料。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-01-20 DOI: 10.1111/1750-3841.17466
Negin Hejabi, Ashraf Fakhari, Mehri Haeili, Zahra Ghasempour

Alternatives to nonbiodegradable synthetic plastics for food packaging include films made from biopolymers that are nontoxic and environment-friendly. In this study, carnauba wax (CW) and nitrogen-doped graphene quantum dots (NG) as functional additives were utilized in the production of pectin/gelatin (PG) film. NG was synthesized through the microwave method, using acetic acid as the carbon source, giving size, and zeta potential of 1.635 nm and +0.647 mV, respectively. NG (0%–10%) and CW (0%–10%) were investigated for nanocomposite film preparation using central composite design. The lowest water vapor permeability of film samples was 1.74 × 10−10 g mm/h m2 kPa, which was obtained at 8.5% CW and 6% NG. The highest solubility rate (57%) was observed in the PG film with 10% NG. The incorporation of NG significantly amplified light absorbance at 280 nm. The antioxidant properties improved as NG content increased from 1.5% to 10%. Optimum condition for the fabrication of film sample was obtained at 8.5% NG and 8.5% CW. Adding NG led to a substantial enhancement in the tensile strength (up to 68.97%) and elongation at break (up to 40.20%). PG film with CW and NG reduced the viable cell count of Staphylococcus aureus and Klebsiella pneumoniae by 4- and 1.75-fold, respectively. The produced composite film combined with NG and CW can serve as suitable novel active packaging components for items prone to oxidation and bacterial spoilage to enhance their quality and longevity.

替代不可生物降解的合成塑料用于食品包装,包括由无毒和环保的生物聚合物制成的薄膜。本研究以巴西棕榈蜡(CW)和氮掺杂石墨烯量子点(NG)作为功能添加剂,用于生产果胶/明胶(PG)薄膜。以乙酸为碳源,采用微波法制备了NG,其粒径为1.635 nm, zeta电位为+0.647 mV。采用中心复合设计,对NG(0% ~ 10%)和CW(0% ~ 10%)制备纳米复合膜进行了研究。在8.5% CW和6% NG条件下,薄膜样品的最低水蒸气渗透率为1.74 × 10-10 g mm/h m2 kPa。含10% NG的PG膜溶解度最高(57%)。NG的掺入显著增强了280 nm处的光吸收。NG含量从1.5%增加到10%,其抗氧化性能有所提高。得到了制备膜样的最佳条件为8.5% NG和8.5% CW。添加NG可显著提高拉伸强度(高达68.97%)和断裂伸长率(高达40.20%)。含有CW和NG的PG膜分别使金黄色葡萄球菌和肺炎克雷伯菌的活细胞计数减少4倍和1.75倍。该复合膜可作为易氧化和细菌变质物品的新型活性包装成分,提高其质量和使用寿命。
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引用次数: 0
Multispectral imaging-based detection of apple bruises using segmentation network and classification model 基于分割网络和分类模型的多光谱图像苹果瘀伤检测。
IF 3.2 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-01-20 DOI: 10.1111/1750-3841.70003
Yanru Fang, Hongyi Bai, Laijun Sun, Jingli Hou, Yuhang Che

Bruises can affect the appearance and nutritional value of apples and cause economic losses. Therefore, the accurate detection of bruise levels and bruise time of apples is crucial. In this paper, we proposed a method that combines a self-designed multispectral imaging system with deep learning to accurately detect the level and time of bruising on apples. To enhance the accuracy of extracting bruised regions with subtle features and irregular edges, an improved DeepLabV3+ was proposed. More specifically, depthwise separable convolution and efficient channel attention were employed, and the loss function was replaced with a focal loss. With these improvements, DeepLabV3+ achieved the maximum intersection over union of 95.5% and 91.0% for segmenting bruises on two types of apples in the test set, as well as maximum F1-score of 97.5% and 95.2%. In addition, the spectral data of the bruised regions were extracted. After spectral preprocessing, EfficientNetV2, DenseNet121, and ShuffleNetV2 were utilized to identify the bruise levels and times and DenseNet121 exhibited the best performance. To improve the identification accuracy, an improved DenseNet121 was proposed. The learning rate was adjusted using the cosine annealing algorithm, and squeeze-and-excitation attention mechanism and the Gaussian error linear unit activation function were utilized. Test set results demonstrated that the accuracies of the bruising levels were 99.5% and 99.1%, and those of the bruise time were 99.0% and 99.3%, respectively. This provides a new method for detecting bruise levels and bruised time on apples.

瘀伤会影响苹果的外观和营养价值,并造成经济损失。因此,准确检测苹果的瘀伤程度和瘀伤时间至关重要。在本文中,我们提出了一种将自主设计的多光谱成像系统与深度学习相结合的方法来准确检测苹果的瘀伤程度和时间。为了提高特征细微、边缘不规则损伤区域的提取精度,提出了一种改进的DeepLabV3+算法。更具体地说,采用深度可分离卷积和有效通道注意,并将损失函数替换为焦点损失。通过这些改进,DeepLabV3+在测试集中对两种苹果的瘀伤进行分割时,最大交集超过并度分别达到95.5%和91.0%,最大f1得分分别达到97.5%和95.2%。此外,还提取了损伤区域的光谱数据。光谱预处理后,利用EfficientNetV2、DenseNet121和ShuffleNetV2识别损伤程度和次数,其中DenseNet121表现最好。为了提高识别精度,提出了一种改进的DenseNet121。采用余弦退火算法调整学习速率,利用挤压激励注意机制和高斯误差线性单元激活函数。测试集结果表明,对瘀伤程度和瘀伤时间的准确率分别为99.5%和99.1%,99.0%和99.3%。这为检测苹果的瘀伤程度和瘀伤时间提供了一种新的方法。
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引用次数: 0
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Journal of Food Science
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