Journal of Food SciencePub Date : 2024-12-01Epub Date: 2024-10-29DOI: 10.1111/1750-3841.17485
Maria Del Pilar Segura-Borrego, Pilar Ramírez, Rocío Ríos-Reina, Maria Lourdes Morales, Raquel María Callejón, Juan Manuel León Gutiérrez
{"title":"Impact of fig maceration under various conditions on physicochemical and sensory attributes of wine vinegar: A comprehensive characterization study.","authors":"Maria Del Pilar Segura-Borrego, Pilar Ramírez, Rocío Ríos-Reina, Maria Lourdes Morales, Raquel María Callejón, Juan Manuel León Gutiérrez","doi":"10.1111/1750-3841.17485","DOIUrl":"10.1111/1750-3841.17485","url":null,"abstract":"<p><p>In this work, wine vinegars macerated with figs under different conditions have been characterized for the first time. Samples were analyzed by solid phase microextraction and gas chromatography coupled to mass spectrometry, sensory and physicochemical analysis. The results revealed that fig maceration of wine vinegars influenced the physicochemical, sensory, and volatile profiles of the final product, which were mainly affected by the fig amount (10, 20 or 30%), the fig type (fresh or dry) and the base wine vinegar (young or aged) used, and to a lesser extent the way the fig was added (crushed or chopped). The maceration, regardless the conditions used, increased the fruity notes, overall taste and visual impression, the tonality, total polyphenols and sugar content, and the presence of some volatile compounds, mainly terpenes and ketones, such as (Z)-p-mentha-2,8-dien-1-ol, or β-damascenone. Therefore, maceration increased the organoleptic complexity, which could enhance the acceptability of consumers towards these products. PRACTICAL APPLICATION: This research studied how wine vinegars macerated with figs affect in different ways their taste, smell, and chemical properties. Thus, the results showed that these wine vinegars made with fig maceration by using different amounts and types of figs, as well as the type of vinegar used, changed their characteristics, making them smell and taste fruitier and more pleasant. This could be useful for making better-tasting and more appealing vinegars for consumers who enjoy unique and enhanced flavors in their food.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":" ","pages":"8945-8968"},"PeriodicalIF":3.2,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11673517/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142520544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Journal of Food SciencePub Date : 2024-12-01Epub Date: 2024-11-04DOI: 10.1111/1750-3841.17487
Giulia Basile, Lucia De Luca, Giovanni Sorrentino, Martina Calabrese, Mariarca Esposito, Fabiana Pizzolongo, Raffaele Romano
{"title":"Green technologies for extracting plant waste functional ingredients and new food formulation: A review.","authors":"Giulia Basile, Lucia De Luca, Giovanni Sorrentino, Martina Calabrese, Mariarca Esposito, Fabiana Pizzolongo, Raffaele Romano","doi":"10.1111/1750-3841.17487","DOIUrl":"10.1111/1750-3841.17487","url":null,"abstract":"<p><p>Nowadays, there is a growing interest in food waste recovery by both consumers and companies. Food waste of plant origin is a source of bioactive compounds, such as phenolic acids, anthocyanins, flavonoids, phytosterols, carotenoids, and tocopherols, with well-known antioxidant, anti-glycemic, and antimicrobial properties. The use of green and sustainable technologies to recover bioactive compounds from food waste is a possible solution to valorize waste following the principles of green chemistry. Furthermore, today's consumers are more attracted, informed, and aware of the benefits associated with the consumption of functional foods, and with this in mind, the use of extracts rich in beneficial compounds obtained by green technologies from food waste can be a valid alternative to prepare functional foods. In this review, the recovery of polyphenols and fibers with green technologies from food waste for the formulation of functional foods was presented.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":" ","pages":"8156-8174"},"PeriodicalIF":3.2,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11673534/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142575122","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Journal of Food SciencePub Date : 2024-12-01Epub Date: 2024-11-26DOI: 10.1111/1750-3841.17544
Tiantian Zhang, Haizhi Lan, Huan Wang, Binglin Li, Martin Gand, Jiao Wang
{"title":"A green replacement route to produce phosphatidylserine in environmentally friendly edible oil-water systems and investigations on the enzymatic mechanism.","authors":"Tiantian Zhang, Haizhi Lan, Huan Wang, Binglin Li, Martin Gand, Jiao Wang","doi":"10.1111/1750-3841.17544","DOIUrl":"10.1111/1750-3841.17544","url":null,"abstract":"<p><p>Phosphatidylserine (PS) has many applications in functional food and pharmaceutical industries because of its critical role in activating important signal transduction pathways and modulating neurotransmitter release and receptor function. Several edible oils have been used to construct oil-water systems for the efficient production of PS under mild conditions by phospholipase D (PLD)-mediated transphosphatidylation. Toxic organic solvents were completely avoided throughout the process, from manufacturing to encapsulation. Results showed that higher enzyme selectivity and activity were found in the coconut oil-water and olive oil-water systems than in the traditional diethyl ether-water system. The maximum yields of PS in the two oil-water systems were more than 93%, whereas that in the diethyl ether-water system was only 78%. Hence, the coconut oil-water and olive oil-water systems should be the promising medium to produce PS and its microcapsules. Moreover, the enzymatic mechanism of PLD was simulated using molecular dynamics (MD) to understand diffusion channels, competitive bindings, solvent effects, structural changes, system stabilities, and product dissociation from the enzyme. MD results showed that more PLD-substrate complexes were detected in the oil-water systems than in the diethyl ether-water system. The conformational transition states of the protein between open and closed conformations were directly affected by the solvents used, and structural changes were observed in loop I (Asp309-Thr336). PLD in oil-water systems can not only maintain the native structure but also broaden the diffusion channels for substrates, which contributes to a higher enzymatic activity.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":" ","pages":"9154-9165"},"PeriodicalIF":3.2,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11673409/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142724427","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Journal of Food SciencePub Date : 2024-12-01Epub Date: 2024-12-15DOI: 10.1111/1750-3841.17569
Makafui Borbi, Lorraine Weatherspoon, Jason Wiesinger, Jose Jackson, Raymond Glahn, Leslie Bourquin, Kirk Dolan
{"title":"Effects of different processing methods on the functional, nutritional, and physicochemical profiles of cowpea leaf powder.","authors":"Makafui Borbi, Lorraine Weatherspoon, Jason Wiesinger, Jose Jackson, Raymond Glahn, Leslie Bourquin, Kirk Dolan","doi":"10.1111/1750-3841.17569","DOIUrl":"10.1111/1750-3841.17569","url":null,"abstract":"<p><p>Indigenous fruits and vegetables can improve food security and biodiversity. However, their use is hindered by perishability, seasonal availability, cooking losses, lack of nutritional composition data, and connections to low socioeconomic status. This study aimed to process cowpea leaves into powder and determine the effect of five home-cooking methods on their protein, functional, physicochemical, and heavy metal profiles. Cowpea leaves were boiled, blanched, steamed, sous-vide cooked, and stir-fried, at 5, 10, and 15 min before dehydration at 60°C. Cowpea leaves contain protein up to 20 g/100 g. The leaves are rich in calcium, potassium, and zinc, providing up to 70% of the adult recommended dietary allowance for calcium and potassium per 100 g of powder. Cowpea leaf powder exhibited good water/oil absorption and rehydration capacities. Sous-vide and steamed cowpea leaves provided an overall superior nutritional profile (p ≤ 0.05). Heavy metals in the cowpea leaf powders were below the WHO permissible limits except for aluminum and high arsenic levels. This study demonstrated that cowpea leaf powders could be potentially incorporated into foods to improve functional properties and nutrient intake.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":" ","pages":"8715-8729"},"PeriodicalIF":3.2,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11673565/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142826748","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Journal of Food SciencePub Date : 2024-12-01Epub Date: 2024-12-10DOI: 10.1111/1750-3841.17588
Jose M Martín-Miguélez, Irene Martín, Alberto González-Mohíno, Lary Souza Olegario, Belén Peromingo, Josué Delgado
{"title":"Ultra-processed plant-based analogs: Addressing the challenging journey toward health and safety.","authors":"Jose M Martín-Miguélez, Irene Martín, Alberto González-Mohíno, Lary Souza Olegario, Belén Peromingo, Josué Delgado","doi":"10.1111/1750-3841.17588","DOIUrl":"10.1111/1750-3841.17588","url":null,"abstract":"<p><p>Currently, plant-based analogs are presented as healthier alternatives to the products they are intended to replace. However, the processing to which ultra-processed plant-based analogs are subjected to acquire the characteristics of animal-derived products might result in the opposite effect, producing unhealthy ultra-processed foods. In the present review, a list of strategies widely known and already employed in animal-derived products is suggested to achieve healthier, safer, and tastier ultra-processed plant-based analogs: fermentation, employment of probiotics and postbiotics, NaCl replacement or substitution, addition of antioxidants, and fatty profile enhancement. In general, these strategies are not yet applied to the plant-based products available on the market; thus, this research paper might induce new investigation pathways for researchers and producers to develop actually healthier alternatives.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":" ","pages":"10344-10362"},"PeriodicalIF":3.2,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11673454/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142826790","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Journal of Food SciencePub Date : 2024-12-01Epub Date: 2024-12-14DOI: 10.1111/1750-3841.17602
Zuoqing Yu, Fei Peng, Bin Du, Xi Yu, Qiaoling Xie, Sibo Shen, Yuedong Yang
{"title":"Comparative study on structure, properties, functions, and in vitro digestion characteristics of dietary fiber from Chinese chestnut prepared by different methods.","authors":"Zuoqing Yu, Fei Peng, Bin Du, Xi Yu, Qiaoling Xie, Sibo Shen, Yuedong Yang","doi":"10.1111/1750-3841.17602","DOIUrl":"10.1111/1750-3841.17602","url":null,"abstract":"<p><p>This study compared the effects of enzyme extraction (E-DF), enzyme-acid extraction (EAc-DF), enzyme-alkaline extraction (EAl-DF), ultrasonic-enzyme extraction (EU-DF), and microwave-enzyme extraction (EM-DF) on the yield, chemical composition, structural characteristics, physicochemical properties, physiological activities, and hypoglycemic activities of dietary fiber (DF) from Chinese chestnut. EAl-DF had the highest yield (25.44 ± 0.70%) among all five extraction methods. The structural analysis indicated that other extracts, particularly EAl-DF, had a more complex and porous structure than E-DF. Analysis of monosaccharide composition showed that the main sugars in Chinese chestnut DF included Ara, Gal, Glc, and Man. Notably, EAl-DF exhibited the highest water and oil retention ability and hypoglycemic activity. The DFs extracted by five methods can resist digestion in the digestive tract. These results indicate that enzymatic-alkaline method is a high-quality method for extracting DF from Chinese chestnut. And this study provides a theoretical basis for the efficient preparation and development of Chinese chestnut DF.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":" ","pages":"9299-9316"},"PeriodicalIF":3.2,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142823506","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}
Journal of Food SciencePub Date : 2024-12-01Epub Date: 2024-11-04DOI: 10.1111/1750-3841.17492
Arturo Alfaro-Díaz, Gustavo A Castillo-Herrera, Hugo Espinosa-Andrews, Diego Luna-Vital, Luis Mojica
{"title":"Development, characterization, and comparison of chitosan microparticles as a carrier system for black bean protein hydrolysates with antioxidant capacity.","authors":"Arturo Alfaro-Díaz, Gustavo A Castillo-Herrera, Hugo Espinosa-Andrews, Diego Luna-Vital, Luis Mojica","doi":"10.1111/1750-3841.17492","DOIUrl":"10.1111/1750-3841.17492","url":null,"abstract":"<p><p>Peptides in black bean protein hydrolysates (BPHs) exert antioxidant capacity. However, peptides are prone to degradation during processing and digestion. Chitosan (Ch) can protect them and provide a delayed release. This work develops and compares two drying methods producing porous structured Ch microparticles (MPs) as carriers for antioxidant BPH. Ch gels were obtained by ionic gelation and dried by supercritical CO<sub>2</sub> solvent displacement or fast-freeze-drying methods. The resulting aerogels and fast-freeze-dried MPs were structurally characterized, and their swelling and release profiles were obtained at pH 1.2 and 7.4. The antioxidant capacity of systems was determined by 2,2'-azino-bis(3-ethyl-benzthiazoline-6-sulphonic acid) (ABTS) and superoxide radical assays. The results showed BPH-Ch best complexation conditions occurring at a pH of 4.5 and a 4:1 BPH/Ch ratio. The particle size of the complex was 1047.6 nm, and the entrapment efficiency and loading capacity were 28.2% and 54.3%, respectively. At pH 1.2 and 7.4, the release rate of BPH was lower in aerogel than in fast-freeze-dried MPs. Besides, entrapment BPH in Ch significantly reduced the ABTS antioxidant activity IC<sub>50</sub> from 35.1 µM Trolox equivalents (TE)/mg to 250.7 and 406.2 µM TE/mg for Ch fast-freeze-dried and aerogels, respectively. Superoxide radical inhibition IC<sub>50</sub> ranged from 74.6 to 92.9 mM ascorbic acid equivalents/mg in the different samples. BPH-loaded aerogels presented lower specific surface area (94.7 vs. 138.6 m<sup>2</sup>/g, p < 0.05) and higher average pore size (26.4 vs. 19.8 nm) than Ch aerogels. Ch aerogel is a promising carrier for delaying the release of common bean antioxidant peptides useful for developing functional foods. PRACTICAL APPLICATION: This novel system could act as an ingredient to incorporate antioxidant compounds in different formats to develop delayed-release nutraceuticals and functional foods, such as bakery, dairy products, or beverages. Along, antioxidant peptide-loaded aerogels could be used as a slow-release system for compounds acting as natural preserving antioxidants for food applications such as raw meat products or high-fat foods.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":" ","pages":"8524-8538"},"PeriodicalIF":3.2,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142575057","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}
Journal of Food SciencePub Date : 2024-12-01Epub Date: 2024-11-04DOI: 10.1111/1750-3841.17416
Cecilia Hernandez-Hosaka, Bo-Ram Park, Yanyun Zhao, Jooyeoun Jung
{"title":"Effect of pretreatment and peracetic acid pulping on cellulosic materials converted from spent coffee grounds.","authors":"Cecilia Hernandez-Hosaka, Bo-Ram Park, Yanyun Zhao, Jooyeoun Jung","doi":"10.1111/1750-3841.17416","DOIUrl":"10.1111/1750-3841.17416","url":null,"abstract":"<p><p>Spent coffee grounds (SCG) are the waste byproducts of coffee brewing. While SCG can be valorized to produce functional biopolymers due to their valuable structural components, the lignocellulosic structure of SCG is resistant to degradation because of the tightly bound lignin. Therefore, a pretreatment step is required before pulping with peracetic acid (PAA), an eco-friendlier alternative to traditional pulping methods, to facilitate the extraction of these desired cellulosic materials. Formic acid:acetic acid:deionized water (FA:AA:W = 30:50:20) or 60% (v/v) ethanol pretreatments were applied to SCG to compare the characteristics of the resulting cellulosic materials after PAA pulping. Lignocellulose analysis showed that the lignin content (7.06%) of ethanol pretreated SCG was significantly lower (p < 0.05), and the cellulose content (29.52%) was significantly higher (p < 0.05) than the untreated SCG (15.50% and 11.50%, respectively), indicating that an adequate amount of lignin was removed to obtain the cellulosic materials after the pretreatment process. Morphological and structural changes in the lignin and hemicellulose were observed in all the pretreated SCG, which further confirmed that these components were degraded with pretreatments and pulping. Ethanol pretreated SCG showed the most optimal results based on the greatest lignin decrease seen from its lignocellulose composition, appearance, and structure. This study exemplified a conversion process to extract cellulosic materials from SCG more efficiently to utilize for cellulose-based products and verify its potential to be valorized as a waste byproduct. PRACTICAL APPLICATION: Coffee companies can provide the spent coffee grounds (SCG) they produce to develop cellulose-based materials to make biodegradable packaging products rather than throwing them out or burning them. Using SCG for producing cellulose-based materials can help promote sustainability and reduce food waste worldwide. SCG can be utilized as an alternative source based on their abundance and desired biopolymeric properties, providing innovative solutions to industries and increasing consumer awareness of this cause.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":" ","pages":"9407-9419"},"PeriodicalIF":3.2,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142575061","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}
Journal of Food SciencePub Date : 2024-12-01Epub Date: 2024-11-04DOI: 10.1111/1750-3841.17489
Yingying Tan, Sam K C Chang
{"title":"Phenolics in soymilk manufactured from black and Proto soybeans by two continuous-ultrahigh-temperature-processing technologies inhibit DU145-prostate cancer cell proliferation through apoptosis.","authors":"Yingying Tan, Sam K C Chang","doi":"10.1111/1750-3841.17489","DOIUrl":"10.1111/1750-3841.17489","url":null,"abstract":"<p><p>Plant genotypes and processing technologies affect health properties of foods. How thermal processes with different sterilization values influence polyphenols in soymilk manufactured from different genotypes, particularly black soybean has not been well characterized. This study's aims were to investigate how one- and two-phase ultrahigh temperature (UHT) processing technologies, with wide differences of lethality (F<sub>0</sub> 158.5 and 6.35, respectively), affected anti-prostate cancer DU145-cell properties of black soymilk compared to light-yellow-Proto soymilk. Phenolics were extracted from soymilk and used for chemical, cell cycle and apoptosis analyses. Total isoflavones and genistein in black soymilk were significantly higher than Proto soymilk by either processing methods. Compared to one-phase processing, two-phase produced higher gallic acid in both soybeans, and higher oxygen radical absorbance capacity (ORAC) in black soymilk. Soymilk processed from both genotypes by both UHT methods inhibited DU145 cells. Two-phase-UHT processed black soymilk was more effective than one-phase UHT-processed soymilk. IC<sub>50</sub> values (mg/mL) of black and yellow soy extracts against prostate cancer cells differed only by 11%-25%, which were lower than the differences of total isoflavone (29%-33%) or genistein (>50% between two beans). The mechanism by which soymilk inhibited DU145 cell proliferation was through apoptosis as evidenced by cell cycle analyses and expressions of caspase-3, Bcl-2, and PARP-1 proteins. Antioxidant properties, isoflavones, and phenolic acids were negatively correlated with prostate-cancer-cell inhibition IC<sub>50</sub> (p < 0.05) with ORAC having the highest coefficient (r = -0.98). Overall, two-phase-UHT processing of soybean would produce soymilk products with a higher health benefit than a one-phase UHT method. PRACTICAL APPLICATION: This study characterized the potential prostate cancer prevention effect of soymilk's phenolic extract in black soybean and compared with yellow soybean. The crude extract can be prepared much less costly than purified isoflavones and has potential to be developed into a dietary supplement. This study shows differences of soymilks made by continuous high-temperature processing of two soybean types and can serve as a scientific foundation for future clinical research and commercialization.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":" ","pages":"9936-9954"},"PeriodicalIF":3.2,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142575154","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}
{"title":"Estimation of the soluble solid content of citrus based on the fractional-order derivative and optimal band combination algorithm.","authors":"Shiqing Dou, Yuanxiang Deng, Wenjie Zhang, Jichi Yan, Zhengmin Mei, Minglan Li","doi":"10.1111/1750-3841.17427","DOIUrl":"10.1111/1750-3841.17427","url":null,"abstract":"<p><p>The soluble solid content (SSC) is a primary characteristic index for evaluating the internal quality of citrus fruits. The development of rapid and nondestructive SSC detection techniques can help address the current issues of postharvest quality grading in China's citrus industry. In this study, a total of 261 experimental samples, including 70 Murcott, 91 Clementine, and 100 Navel orange, were divided into prediction and validation sets in a 7:3 ratio. After obtaining the reflection spectra and SSCs, SNV-FOD (Standard Normal Variate-Fractional-Order Derivative) was used to process the spectra, and the optimal band combination algorithm was introduced to select SSC-sensitive bands. Then, the obtained optimal dual-band combination was input into eight regression models for comparison, and the best performing models stacked ensemble models was selected. Finally, the H-ELR (HyperOpt-optimized ensemble learning regression) model, optimized using a Bayesian function, was applied for the effective estimation of SSC for three common citrus varieties in Guangxi, Murcott, Clementine, and Navel oranges. The results show that (1) the SNV-FOD preprocessing method proposed in this study improved the correlation coefficient with the SSC from 0.546 to 0.836 compared to that of the original spectrum, (2) the optimal dual-band combination (969 and 1069 nm) constructed by integrating the differential index and 1.2-order derivative yielded the most accurate results (RPD = 2.13), and (3) the H-ELR model, based on HyperOpt optimization, achieved good estimated performance (RPD = 2.46). PRACTICAL APPLICATION: This research contributes to the development of practical SSC prediction instruments with excellent universality and ease of application.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":" ","pages":"8369-8384"},"PeriodicalIF":3.2,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142491600","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}