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Modified huauzontle (Chenopodium nuttalliae Saff.) protein-octenyl succinic anhydride corn starch soluble complexes: structural features and in vitro protein and starch digestibility 改良的榛子(Chenopodium nuttalliae Saff.)蛋白-辛烯基琥珀酸酐玉米淀粉可溶性复合物:结构特征及体外蛋白质和淀粉消化率
IF 2.9 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-13 DOI: 10.1007/s11694-024-02836-9
Adriana Herrero-Galindo, Diana I. López-Monterrubio, Eleazar Aguirre-Mandujano, Blanca E. Hernández-Rodríguez, Consuelo Lobato-Calleros, E. Jaime Vernon-Carter

Native huauzontle protein (Pnative) structure was modified by thermal (Pheat), ultrasound (PUS) and pH shifting (PpH11). Soluble complexes (SC) were formed between the huauzontle proteins and a commercial octenyl succinic anhydride modified starch (S). The secondary structure of the native and modified huauzontle proteins differed in terms of abundance of β-sheet, α-helix, and β-turn structures. The pH at which maximum presence of SC was observed varied from 5.1 for Pnative-S to 5.8 for Pus-S complexes, and being the required protein: polysaccharide weight ratio of 1:1 for Pnative-S and of 1:2 for the modified proteins-S. FT-IR confirmed the formation of SC, as the characteristic carboxylate group in S disappeared from its spectra. Also, the absorption peaks of the proteins in the Amide I and II bands shifted slightly from 1630 to 1635 cm− 1 and 1520 to 1510 cm− 1 in the SC, indicating conformational changes due to protein-starch interactions. Aggregation of the biopolymers into relatively large particles was observed by SEM in the SC made with modified proteins. SC showed significant differences in the in vitro protein digestibility values, the lowest (85.1 ± 2.3%) occurring for Pnative-S and the highest (92.7 ± 0.7%) for PUS-S. PpH11-S presented the highest resistant starch content (92.6 ± 0.4%). It is concluded that the modification of Pnative through heat, ultrasound and pH shifting allowed establishing different driving conditions for the formation of SC with S, and in vitro digestibility of protein and starch could also be modified. The improved nutritional properties of SC through modification of the protein structure make them potential ingredients for the formulation of sports drinks or low-calorie dairy products.

通过热(Pheat)、超声(PUS)和 pH 值变化(PpH11)对原生华众特尔蛋白(Pnative)结构进行修饰。在华众特尔蛋白和商用辛烯基琥珀酸酐改性淀粉(S)之间形成了可溶性复合物(SC)。原生和改性的华众特尔蛋白的二级结构在β-片状结构、α-螺旋结构和β-匝结构的丰度方面存在差异。观察到最大 SC 存在的 pH 值从 Pnative-S 的 5.1 到 Pus-S 复合物的 5.8 不等,Pnative-S 所需的蛋白质:多糖重量比为 1:1,修饰蛋白质-S 所需的蛋白质:多糖重量比为 1:2。傅立叶变换红外光谱证实了 SC 的形成,因为 S 中特有的羧基从光谱中消失了。此外,在 SC 中,蛋白质在酰胺 I 和 II 波段的吸收峰分别从 1630 到 1635 cm- 1 和 1520 到 1510 cm- 1 稍有移动,这表明由于蛋白质与淀粉的相互作用,蛋白质的构象发生了变化。通过扫描电子显微镜(SEM)观察到,在使用改性蛋白质制成的聚合氯化铝中,生物聚合物聚集成相对较大的颗粒。SC在体外蛋白质消化率值方面表现出明显差异,Pnative-S最低(85.1 ± 2.3%),PUS-S最高(92.7 ± 0.7%)。PpH11-S 的抗性淀粉含量最高(92.6 ± 0.4%)。结论是,通过加热、超声波和改变 pH 值对 Pnative 进行改良,可为 S 形成 SC 创造不同的驱动条件,蛋白质和淀粉的体外消化率也可得到改良。通过对蛋白质结构的改良,SC 的营养特性得到了改善,使其成为配制运动饮料或低热量乳制品的潜在成分。
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引用次数: 0
Electronic nose-based monitoring of vacuum-packaged chicken meat freshness in room and refrigerated storage 电子鼻监测真空包装鸡肉在室温和冷藏条件下的新鲜度
IF 3.4 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-13 DOI: 10.1007/s11694-024-02847-6
Chotimah, Khalid Saifullah, Fitri Nur Laily, Mayumi Puspita, Kombo Othman Kombo, Shidiq Nur Hidayat, Eko Tri Sulistyani, Wahyono, Kuwat Triyana

Monitoring chicken meat is a crucial process for food safety and consumer health, as it helps prevent the growth of harmful bacteria, minimizing the risk of foodborne illnesses. Currently, electronic nose (E-nose) technology plays a significant role in food quality assessment as it can detect changes in volatile compounds associated with food freshness. In this study, a self-designed, cost-efficient E-nose system was introduced to evaluate the freshness and bacterial growth of vacuum-packaged chicken meat stored at room temperature and refrigerator at 4 °C. Polynomial feature extraction with varying degrees was employed to extract important information from the sensor responses. Principal component analysis (PCA) and linear discriminant analysis (LDA) were implemented for data dimensionality reduction and classification. A support vector regression (SVR) model was built and employed to evaluate the bacteria population based on response patterns from the E-nose device. The LDA results clearly showed the classification of chicken meat freshness corresponding to different storage days and temperatures. The E-nose device with the SVR model combined with extracted parameters using a 2-degree polynomial provided good prediction results for the bacteria population with high (:{{text{R}}_{text{T}}}^{2}) scores of 0.99 and 0.99, (:{{text{R}}_{text{C}text{V}}}^{2})scores of 0.97 and 0.93, and minimum (:{text{R}text{M}text{S}text{E}}_{text{T}}) scores of 0.08 and 0.11 log (:text{C}text{f}text{u}/text{g}), and (:{text{R}text{M}text{S}text{E}}_{text{C}text{V}}) scores of 0.24 and 0.30 log (:text{C}text{f}text{u}/text{g}), at room and refrigerated temperatures, respectively. The results indicate that the developed E-nose system could be used as a fast, portable, low-cost, and non-destructive measurement tool in evaluating the bacterial growth of chicken meat with high relative accuracy.

监测鸡肉是食品安全和消费者健康的关键过程,因为它有助于防止有害细菌的滋生,最大限度地降低食源性疾病的风险。目前,电子鼻(E-nose)技术在食品质量评估中发挥着重要作用,因为它可以检测与食品新鲜度相关的挥发性化合物的变化。在这项研究中,采用了一种自主设计、经济高效的电子鼻系统,用于评估真空包装鸡肉在室温和 4 °C 冰箱中的新鲜度和细菌生长情况。该系统采用了不同程度的多项式特征提取,以从传感器响应中提取重要信息。采用主成分分析(PCA)和线性判别分析(LDA)进行数据降维和分类。根据电子鼻设备的响应模式,建立并使用了支持向量回归(SVR)模型来评估细菌种群。LDA 结果清楚地显示了与不同储存天数和温度相对应的鸡肉新鲜度分类。电子鼻装置与 SVR 模型相结合,使用 2 度多项式提取参数,为细菌种群提供了良好的预测结果,(:{{text{R}}_{text{T}}}^{2})得分高达 0.99 和 0.99,(:{{text{R}}_{text{C}/text{V}}}^{2})得分为 0.97 和 0.93, and minimum (:{text{R}text{M}text{S}text{E}}_{text{T}}) scores of 0.08 and 0.11 log (:text{C}text{f}text{u}/text{g}), and (:{text{R}text{M}text{S}text{E}}_{text{C}text{V}}) scores of 0.在室温和冷藏温度下分别为 0.24 和 0.30 log (:text{C}text{f}text{u}/text{g})。结果表明,所开发的电子鼻系统可作为一种快速、便携、低成本和非破坏性的测量工具,以较高的相对准确度评估鸡肉中细菌的生长情况。
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引用次数: 0
Effect of temperature and physical modification on Nutritional Composition and Functional properties of Cassava, Banana and Corn starches 温度和物理改性对木薯、香蕉和玉米淀粉营养成分和功能特性的影响
IF 3.4 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-13 DOI: 10.1007/s11694-024-02851-w
K. Geetha, M. Ilamaran, D. Periyar Ramasamy, V. P. Santhi, M. Sam Arul Raj, M. Ayyanar

In this work, modification methods are used to ascertain the nutritional composition and functional characteristics of the cassava (rhizome), bananas (fruits), and corn (grains) starches. The physical modification by autoclaving-cooling cycle method results in higher starch yield than chemical modification using acid hydrolysis approach. Native starches are recorded with higher proximate chemical compositions than modified starches, including moisture, acidity, ash, protein, fat, and amylopectin concentrations. However, the modified starches had higher levels of crude fiber, pH, and amylose content. Native cassava starch (87.49 ± 0.76) and native corn starch (74.98 ± 0.51) were found to have higher values (L*) in the colour measurement. It was shown that the native starch required a lower gelatinization temperature (ºC) and shorter gelatinization times (min) than the modified starches from cassava, bananas, and corn. In comparison to modified starches (4.00 ± 0.03, 2.90 ± 0.09, and 14.10 ± 0.38%), the solubility of cassava, banana, and corn native starches was found to be 14.60 ± 0.12, 11.60 ± 0.46, and 22.64 ± 0.22%. Similarly, native starches have a stronger swelling power than modified starches. The solubility index (%) and swelling power (g/g) on the native and modified starches of cassava, banana, and corn were calculated, and the effects of temperature (60–90ºC), dry heat (50–200ºC), and moist heat (25–100ºC) treatment methods were explored. The association between the functional characteristics of starches from cassava, bananas, and corn and their modification processes and temperature variations is revealed by the study. The outcomes will offer the information needed to use these modified starches as functional food ingredients.

本研究采用改性方法来确定木薯(根茎)、香蕉(果实)和玉米(谷物)淀粉的营养成分和功能特性。采用高压蒸煮-冷却循环法进行物理改性的淀粉产量高于采用酸水解法进行化学改性的淀粉产量。原生淀粉的近似化学成分(包括水分、酸度、灰分、蛋白质、脂肪和直链淀粉浓度)高于改性淀粉。不过,改性淀粉的粗纤维、pH 值和直链淀粉含量更高。在色度测量中,原生木薯淀粉(87.49 ± 0.76)和原生玉米淀粉(74.98 ± 0.51)的色度值(L*)较高。结果表明,与木薯、香蕉和玉米变性淀粉相比,原生淀粉所需的糊化温度( ºC )更低,糊化时间(分钟)更短。与变性淀粉(4.00 ± 0.03、2.90 ± 0.09 和 14.10 ± 0.38%)相比,木薯、香蕉和玉米原生淀粉的溶解度分别为 14.60 ± 0.12、11.60 ± 0.46 和 22.64 ± 0.22%。同样,原生淀粉比改性淀粉具有更强的溶胀力。计算了木薯、香蕉和玉米的原生淀粉和改性淀粉的溶解度指数(%)和膨胀力(克/克),并探讨了温度(60-90ºC)、干热(50-200ºC)和湿热(25-100ºC)处理方法的影响。研究揭示了木薯、香蕉和玉米淀粉的功能特性与其改性过程和温度变化之间的关联。研究结果将为将这些改性淀粉用作功能性食品配料提供所需的信息。
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引用次数: 0
Physiological mechanism in the cell wall of passion fruit peels: innate carbohydrate metabolism 百香果果皮细胞壁的生理机制:先天性碳水化合物新陈代谢
IF 2.9 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-13 DOI: 10.1007/s11694-024-02855-6
Hai Wang, Ting Wei, Shurou Chen, Jing Li, Xia Li, Xinhong Dong, Hock Eng Khoo

Calcium chloride treatment is an effective preservative that is widely utilized for the purpose of maintaining the quality of harvested fruits. A 5% calcium chloride solution was utilized for the soaking of postharvested passion fruit stored under ambient conditions for a period of eight days. The textural properties, pectins, hemicellulose content, and enzyme activities in passion fruit peels were determined through a series of analytical procedures. These enzymes were found to be involved in the carbohydrate metabolism of the fruit peels. Furthermore, the data were subjected to correlation determination and principal component analysis. The findings demonstrated that the calcium ion treatment preserved the firmness, elasticity, glutenability, cohesion, resilience, and chewiness of passion fruit while regulating the alterations in pectin and hemicellulose content observed in the treated fruit peels. The treatment also resulted in a reduction in the activities of cell wall-metabolizing enzymes within the fruit peel, leading to a slowing down of the degradation of cell wall materials. The corresponding activities of polygalacturonase, pectin methylesterase, cellulase, and β-galacturonase in the fruit peels were found to be reduced following the treatment. It can therefore be concluded that the calcium chloride treatment is an effective method of maintaining the quality of passion fruit by regulating the carbohydrate metabolism in the fruit peels and achieving a fruit preservation effect.

氯化钙处理是一种有效的防腐剂,被广泛用于保持采收水果的质量。我们使用 5%的氯化钙溶液浸泡采后的百香果,并在环境条件下储存八天。通过一系列分析程序确定了百香果果皮的纹理特性、果胶、半纤维素含量和酶活性。结果发现,这些酶参与了果皮的碳水化合物代谢。此外,还对数据进行了相关性测定和主成分分析。研究结果表明,钙离子处理保留了百香果的硬度、弹性、面筋性、内聚力、韧性和咀嚼性,同时调节了处理果皮中果胶和半纤维素含量的变化。处理还能降低果皮中细胞壁代谢酶的活性,从而减缓细胞壁材料的降解。处理后发现,果皮中聚半乳糖醛酸酶、果胶甲基酯酶、纤维素酶和 β-半乳糖醛酸酶的相应活性都有所降低。因此可以得出结论,氯化钙处理是一种通过调节果皮中碳水化合物的新陈代谢来保持百香果品质并达到保果效果的有效方法。
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引用次数: 0
Investigating the effect of ozone treatment on microbiological, proteolytic and lipolytic characteristics of brined ultrafiltered cheese during ripening 研究臭氧处理对盐渍超滤奶酪成熟过程中微生物、蛋白分解和脂肪分解特性的影响
IF 2.9 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-13 DOI: 10.1007/s11694-024-02807-0
Aliakbar Gholamhosseinpour, Ali Karimi Davijani, Mostafa Karami

In this research, ozone gas was used at concentrations of 2 and 5ppm in different stages of brined ultrafiltered cheese production and then the samples were subjected to microbial and chemical (protein, pH 4.6-SN/TN, TCA-SN/TN, PTA-SN/TN, fat, monounsaturated fatty acids (MUFA) and polyunsaturated fatty acids (PUFA)) analyses during ripening. Ozone treatments included: ozonation of concentrate simultaneously with starter inoculation (OA), ozonation of concentrate before starter inoculation (OB), ozonation of concentrate and brine (OC), ozonation of brine (OD) and control (C). Based on the results, the values of the cheese proteolysis products (pH 4.6-SN/TN, TCA-SN/TN, and PTA-SN/TN) and their protein and fat contents significantly (p ≤ 0.05) increased and decreased, respectively, over the ripening period. The level of MUFA also experienced a significant (p ≤ 0.05) decrease until day 35 of the ripening, followed by an increase until the end of the ripening period. The highest levels of pH 4.6-SN/TN, TCA-SN/TN, and PTA-SN/TN were associated with samples OB5, OC5, and OC5, respectively, whereas the control exhibited the lowest values for these parameters. The fat content of the OA5 sample was significantly (p ≥ 0.05) lower than other samples. On most ripening days, ozonation of the samples did not significantly change their MUFA levels. The PUFA content of the treated samples was also variable on different treatment days. The counts of mold and yeast initially increased until day 70 but subsequently decreased until the end of the ripening period. Throughout the ripening period, the mold and yeast counts of the OA5 and OC5 samples were significantly (p ≤ 0.05) lower than the other treatments. As a result, the use of ozone treatment increased the shelf life of the cheese samples and also enhanced the production of products resulting from proteolysis.

在这项研究中,在盐渍超滤奶酪生产的不同阶段使用了浓度为 2ppm 和 5ppm 的臭氧气体,然后在成熟过程中对样品进行微生物和化学(蛋白质、pH 值 4.6-SN/TN、TCA-SN/TN、PTA-SN/TN、脂肪、单不饱和脂肪酸(MUFA)和多不饱和脂肪酸(PUFA))分析。臭氧处理包括:在接种起始菌的同时对浓缩物进行臭氧处理(OA)、在接种起始菌之前对浓缩物进行臭氧处理(OB)、对浓缩物和盐水进行臭氧处理(OC)、对盐水进行臭氧处理(OD)和对照(C)。结果显示,奶酪蛋白水解产物(pH 4.6-SN/TN、TCA-SN/TN 和 PTA-SN/TN)的值及其蛋白质和脂肪含量在成熟期分别显著增加和减少(p ≤ 0.05)。MUFA 的含量在成熟期第 35 天前也出现了明显的下降(p ≤ 0.05),随后又出现了上升,直至成熟期结束。pH 4.6-SN/TN、TCA-SN/TN 和 PTA-SN/TN 含量最高的分别是 OB5、OC5 和 OC5 样品,而对照组的这些参数值最低。OA5 样品的脂肪含量明显低于其他样品(p ≥ 0.05)。在大多数成熟日,对样品进行臭氧处理并不会明显改变其 MUFA 含量。在不同的处理日,处理过的样品中的 PUFA 含量也不同。霉菌和酵母菌的数量最初在第 70 天前有所增加,但随后在成熟期结束前有所减少。在整个成熟期,OA5 和 OC5 样品的霉菌和酵母菌数量明显低于其他处理(p ≤ 0.05)。因此,使用臭氧处理延长了奶酪样品的保质期,也提高了蛋白质分解产物的产量。
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引用次数: 0
Ethnopharmacology, chemical composition and functions of Citrus aurantium L 枳壳的民族药理学、化学成分和功能
IF 3.4 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-13 DOI: 10.1007/s11694-024-02848-5
Wei Ren, Shuping Wang, Jingze Zhang, Dailin Liu

As a drug and food homologous medicine, Citrus aurantium L. (C. aurantium) in the Rutaceae family, also known as sour orange or bitter orange, is a small citrus tree about five meters tall with scented white flowers. It has the efficacy of ‘‘regulating qi and broadening the stomach; appetizer and vomit-relieving; regulating qi and dredging the liver; invigorating; clearing heat; and detoxification.’’ Furthermore, C. aurantium can be utilized in food applications such as tea, marmalade, preservatives, and flavorings, and in a wide range of medicinal applications, including treatments for insomnia, anticonvulsants, antidiabetics, antidepressants, anti-obesity, and gastroprotective drugs. To date, 203 compounds of C. aurantium have been identified, including terpenoids, flavonoids, and phenolic acids. Pharmacological studies have indicated that C. aurantium possesses antioxidant, antibacterial, anti-inflammatory, anti-obesity, anticancer, antidiabetic, antidepressant, gastroprotective, and hepatoprotective properties. The chemical composition, pharmacology, medicine, and food applications of C. aurantium are reviewed in this article to provide a basis for the subsequent development of food and medicine.

Graphical abstract

芸香科植物枳壳(Citrus aurantium L.)为药食同源植物,又名酸橙、苦橙,是一种柑橘类小乔木,高约5米,开白色香花。它具有 "理气宽胃、开胃止呕、理气疏肝、提神醒脑、清热解毒 "的功效。此外,枳实还可用于食品,如茶、橘子酱、防腐剂和调味品,以及广泛的医药应用,包括治疗失眠、抗惊厥、抗糖尿病、抗抑郁、抗肥胖和胃保护药物。迄今为止,已鉴定出 203 种枳实化合物,包括萜类、黄酮类和酚酸类。药理研究表明,枳实具有抗氧化、抗菌、抗炎、抗肥胖、抗癌、抗糖尿病、抗抑郁、保护胃和保护肝脏的作用。本文综述了枳实的化学成分、药理、医药和食品应用,为后续的食品和医药开发提供依据。
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引用次数: 0
Improving discrimination accuracy of pest-infested crabapples using Vis/NIR spectral morphological features 利用可见光/近红外光谱形态特征提高虫害蟹爪兰的鉴别精度
IF 2.9 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-13 DOI: 10.1007/s11694-024-02841-y
Yuanhao Zheng, Ying Zhou, Penghui Liu, Yingjie Zheng, Zichao Wei, Zetong Li, Lijuan Xie

The visible/near-infrared (Vis/NIR) spectroscopy technique is effective for fruit quality detection. The distinct spectral features can reflect the internal composition of fruits, while variations in external orientation may induce interference. Considering both external and internal factors, we improved the discrimination accuracy of pest-infested crabapples by compensating for variations in orientation and amplifying differences in spectral morphological features (SMFs). Firstly, spectral intensity variations caused by orientations and morphological differences caused by pest infestation were analyzed. Based on these differences, the global model was established to mitigate the external orientation influence. Subsequently, SMFs, derived from spectral peaks and troughs, were employed to amplify spectral features. Finally, with the supplementation using 1st deviation, SMFs improved the discrimination performance of the partial least square–linear discriminant analysis (PLS-LDA) model for pest infestation, yielding results of sensitivity, specificity, and accuracy as 95.14%, 96.32%, and 95.94%, respectively. Overall, compensating for external orientation variations and exploiting internal spectral features enhanced the detection accuracy of pest infestation, providing valuable insights for internal defect discrimination based on Vis/NIR spectroscopy.

可见/近红外(Vis/NIR)光谱技术可有效检测水果质量。明显的光谱特征可以反映水果的内部成分,而外部方位的变化可能会产生干扰。考虑到外部和内部因素,我们通过补偿方位的变化和放大光谱形态特征(SMF)的差异,提高了受虫害影响的蟹爪兰的鉴别精度。首先,分析了方位引起的光谱强度变化和虫害引起的形态差异。根据这些差异,建立了全局模型,以减轻外部方位的影响。随后,利用从光谱峰值和谷值得出的 SMF 放大光谱特征。最后,在使用第 1 次偏差进行补充后,SMFs 提高了偏最小平方线性判别分析(PLS-LDA)模型对虫害的判别性能,灵敏度、特异度和准确度分别达到 95.14%、96.32% 和 95.94%。总体而言,补偿外部方位变化和利用内部光谱特征提高了虫害检测的准确性,为基于可见光/近红外光谱的内部缺陷判别提供了宝贵的见解。
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引用次数: 0
Physicochemical quality visual characterization postharvest of bell pepper applying recent mathematics techniques in the digital image processing 在数字图像处理中应用最新数学技术对收获后的甜椒进行理化质量视觉表征
IF 2.9 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-13 DOI: 10.1007/s11694-024-02860-9
Alejandra Cruz-Bernal, Miguel León-Rodríguez, Rafael Rodríguez-Ponce, Patricia Ibarra-Torres, Francisco-Gustavo Mota-Muñoz, Gustavo González-Méndez

Mexico is one of the main countries in the production and exportation of bell pepper (Capsicum annuum) hence, emerging techniques to monitor and assess quality parameters postharvest is a constant topic of interest. On the other hand, color image processing is a non-invasive technique that is gaining popularity in the agro-industrial sector. Color analysis helps as an indirect or correlation measure to quantify and qualify visual quality attributes (size, shape, maturity, etc.) and even non-visual ones such as flavor. Recent techniques involve a pre-processing of the information (changing the RGB space into another) in order to obtain the chromaticity and luminescence parameters that point to the characterization of the physicochemical profile; this stage may present a loss of information. Therefore, this work presents the use of Quaternion Algebra for the management of information as a single entity, avoiding the pre-processing stage. The image is transformed into a pure quaternion; processed using the Fast Fourier Transform described in Quaternions. Image acquisition is carried out using any mobile device or low-cost sensor, which provides an advantage over other proposals. The results show that the determination of physical measurements such as length, width and thickness are characterized according to pre-established standards. In addition, we identify the state of maturity; as well as areas in which damage or injuries are found. The validation of the results obtained was done in consideration of Good Management Practices as well as, the state of the art having a high agreement with them.

墨西哥是生产和出口甜椒(Capsicum annuum)的主要国家之一,因此,监测和评估收获后质量参数的新兴技术一直是人们关注的话题。另一方面,彩色图像处理是一种非侵入性技术,在农用工业领域越来越受欢迎。颜色分析作为一种间接或相关的测量方法,有助于量化和鉴定视觉质量属性(大小、形状、成熟度等),甚至是非视觉属性(如风味)。最近的技术需要对信息进行预处理(将 RGB 空间转换为另一种空间),以获得色度和发光参数,从而确定理化特征;这一阶段可能会造成信息损失。因此,本研究提出使用四元数代数来管理作为单一实体的信息,从而避免了预处理阶段。图像被转换成纯粹的四元数;使用《四元数》中描述的快速傅里叶变换进行处理。图像采集可使用任何移动设备或低成本传感器进行,与其他方案相比更具优势。结果表明,长度、宽度和厚度等物理测量值的确定符合预先确定的标准。此外,我们还确定了成熟度,以及发现损坏或损伤的区域。对所获结果的验证是在考虑到良好管理规范以及与之高度一致的技术水平的情况下进行的。
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引用次数: 0
Characterization of gingerbread cookies enriched with quinoa and defatted apple seed flour: nutritional, antioxidant and sensory properties 富含藜麦和脱脂苹果籽粉的姜饼的特点:营养、抗氧化和感官特性
IF 2.9 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-13 DOI: 10.1007/s11694-024-02844-9
Lazar D. Pejic, Danijel D. Milincic, Biljana B. Rabrenovic, Jovanka G. Lalicic-Petronijevic, Sladjana P. Stanojevic, Aleksandar Z. Kostic, Sladjana K. Savic, Mirjana B. Pešic, Mirjana A. Demin

The effect of partial whole wheat flour substitution by quinoa flour (QF) and defatted apple seed flour (DASF) on the nutritional, antioxidant and sensory properties of gingerbread cookies was studied. Four cookies were prepare with 10% quinoa flour, and three of them contained DASF in three different ratios: 5%, 10% and 15%. They were compared with a control cookie made from 100% whole wheat flour. To predict the functionality of composite flours, the assessment of their technological properties was conducted. Water holding capacity increased, but oil holding and swelling capacity did not change by the addition of DASF to gingerbread cookies. Solvent retention capacity tests revealed an increase in retention of water, lactic acid and sucrose solutions while retention of sodium carbonate decreased by the addition DASF to composite flours compared to the control. Proximate composition analysis suggested that the use of DASF increased lipid and crude fibre content in 15% DASF cookies while protein, ash, total carbohydrates and energy values were unchanged in all tested samples. Analysis of total phenolic, flavonoid and dihydroxycinnamic derivative content in gingerbread cookies extracts indicated that phenolic acids were the main extract constituents and mostly contributed to their antioxidant properties. Antioxidant tests showed that enrichment of gingerbread cookies with DASF improved their antioxidant properties, especially DPPH radical scavenging activity. Sensory analysis revealed that the DASF and quinoa enriched gingerbread cookies were in the category of excellent quality (overall sensory quality 4.91).

Graphical Abstract

研究了用藜麦粉(QF)和脱脂苹果籽粉(DASF)替代部分全麦面粉对姜饼营养、抗氧化和感官特性的影响。在四款饼干中添加了 10%的藜麦粉,其中三款饼干中添加了三种不同比例的 DASF:5%、10% 和 15%:5%、10% 和 15%。这些饼干与 100%全麦面粉制成的对照饼干进行了比较。为了预测复合面粉的功能,对其技术特性进行了评估。在姜饼饼干中添加 DASF 后,持水能力提高了,但持油能力和膨胀能力没有变化。溶剂保留能力测试表明,与对照组相比,在复合面粉中添加 DASF 后,水、乳酸和蔗糖溶液的保留能力提高了,而碳酸钠的保留能力降低了。近似成分分析表明,使用 DASF 增加了 15% DASF 饼干中的脂质和粗纤维含量,而所有测试样品中的蛋白质、灰分、总碳水化合物和能量值均无变化。对姜饼提取物中的总酚、类黄酮和二羟基肉桂酸衍生物含量的分析表明,酚酸是提取物的主要成分,是其抗氧化性的主要来源。抗氧化试验表明,用 DASF 富集姜饼饼干可提高其抗氧化性,尤其是 DPPH 自由基清除活性。感官分析表明,富含 DASF 和藜麦的姜饼饼干质量上乘(总体感官质量 4.91)。
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引用次数: 0
NIRS-based prediction modeling for nutritional traits in Perilla germplasm from NEH Region of India: comparative chemometric analysis using mPLS and deep learning 基于近红外光谱的印度东北高原地区紫苏种质营养性状预测模型:使用 mPLS 和深度学习的化学计量学比较分析
IF 2.9 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-12 DOI: 10.1007/s11694-024-02856-5
Simardeep Kaur, Naseeb Singh, Maharishi Tomar, Amit Kumar, Samarth Godara, Siddhant Ranjan Padhi, Jai Chand Rana, Rakesh Bhardwaj, Binay K. Singh, Amritbir Riar

The current investigation addresses the pressing need to integrate orphan or underutilized crops into mainstream agriculture, focusing on Perilla (Perilla frutescens L.) due to its superior nutritional profile. A major challenge is the lack of fast, cost-effective, and labor-efficient screening methods for germplasm. Near-Infrared Reflectance Spectroscopy (NIRS) addresses this by providing precise and rapid determination of crucial biochemical parameters. This study developed Modified Partial Least Squares (mPLS) regression-based NIRS prediction models using WinISI and 1D Convolutional Neural Networks (CNN) to enable high-throughput screening for moisture, ash, proteins, total soluble sugars (TSS), and phenols in Perilla germplasm. Calibration with WinISI involved mathematical treatments, optimizing for each trait: “2,6,6,1” for moisture, “3,4,4,1” for ash and TSS, “3,4,6,1” for protein, and “2,4,6,1” for phenols. The 1D CNN model, with lower mean absolute error (MAE), was further validated. External validation metrics, including RSQexternal, SEP(C), slope, bias, and RPD, assessed prediction accuracy. Comparative evaluation showed WinISI performed better for moisture prediction, while the 1D CNN model excelled in predicting ash, protein, TSS, and total phenol, highlighting the importance of model selection for specific traits. This rapid screening tool aids in identifying nutritionally dense Perilla genotypes, guiding targeted breeding efforts, and represents the first comparative mPLS and DL-based modeling using NIRS data for Perilla.

目前的调查针对的是将无主或未充分利用的作物纳入主流农业的迫切需求,重点是紫苏(Perilla frutescens L.),因为它具有优越的营养成分。一个主要挑战是缺乏快速、经济、省力的种质筛选方法。近红外反射光谱法(NIRS)可精确、快速地测定关键的生化参数,从而解决这一问题。本研究利用 WinISI 和一维卷积神经网络 (CNN) 开发了基于修正最小二乘法 (mPLS) 回归的近红外反射光谱预测模型,以实现对紫苏种质的水分、灰分、蛋白质、总可溶性糖 (TSS) 和酚类的高通量筛选。WinISI 的校准涉及数学处理,对每个性状进行优化:水分为 "2,6,6,1",灰分和总可溶性糖为 "3,4,4,1",蛋白质为 "3,4,6,1",酚为 "2,4,6,1"。平均绝对误差(MAE)较低的一维 CNN 模型得到了进一步验证。外部验证指标,包括 RSQexternal、SEP(C)、斜率、偏差和 RPD,评估了预测的准确性。比较评估显示,WinISI 在水分预测方面表现更好,而一维 CNN 模型在预测灰分、蛋白质、总悬浮固体和总酚方面表现出色,这突出表明了针对特定性状选择模型的重要性。这一快速筛选工具有助于确定营养丰富的紫苏基因型,指导有针对性的育种工作,也是首次利用紫苏近红外光谱数据对基于 mPLS 和 DL 的建模进行比较。
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引用次数: 0
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Journal of Food Measurement and Characterization
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