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Editorial on “The chemistry behind the new products derived from the biodiverse Amazon region” special issue 关于“亚马逊生物多样性地区新产品背后的化学作用”特刊的社论
Pub Date : 2025-12-01 DOI: 10.1016/j.focha.2025.101186
Sanka N. Atapattu , Yujuan Shan , Hetong Lin , Yongping Bao
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引用次数: 0
Development of eggshell powder as an alternative source of Ca and Fe for human health: A compositional and comparative study 蛋壳粉作为人类健康钙和铁的替代来源的开发:成分和比较研究
Pub Date : 2025-12-01 DOI: 10.1016/j.focha.2025.101187
Sumita Tabassum Tamanna , Md. Ruhul Amin , Md. Tanjir Rahman , Md. Abdullah Al Mamun , Md. Alauddin
Eggs are the most common animal food consumed by people, but most of the eggshells are thrown away as waste material. This study aimed to explore the nutrient profile of three different species (domestic chicken, duck, poultry) of eggshell powder (ESP), calculate the percentage contribution to the daily value (DV), and compare with multimineral supplements available in Bangladesh. We estimated the proximate composition, amino acid, and mineral profiles of ESP. Our findings suggest that all kinds of ESPs contain more than 90% ash, which is enriched with Ca (549.36–570.56mg/g) and a small amount of Mg, Zn, Fe. Additionally, ESPs contain 6-7% protein, which comprises all essential amino acids, particularly in domestic chicken ESP. According to SEM study, ESP particle size was tiny (3-5 μm), which is suitable for adding to other foods. Moreover, 1 g of ESP was almost equivalent to 1 multimineral tablet and was able to fulfill more than 50% of the DV of calcium. This compositional and comparative analysis of ESP revealed that ESP might be a good source of Ca and other microminerals, which will help to improve mineral deficiency and reduce osteoporotic conditions. However, it is necessary to create awareness and public perception regarding the use of EPS.
鸡蛋是人类最常见的动物性食物,但大部分蛋壳都被当作废物扔掉了。本研究旨在探索三种不同物种(家鸡、鸭和家禽)蛋壳粉(ESP)的营养成分,计算蛋壳粉对每日价值(DV)的贡献百分比,并与孟加拉国现有的多矿物质补充剂进行比较。结果表明,各类ESP的灰分含量均在90%以上,灰分富含Ca (549.36 ~ 570.56 Mg /g)和少量Mg、Zn、Fe。此外,ESP含有6-7%的蛋白质,其中包含了所有必需氨基酸,特别是在家鸡ESP中。通过扫描电镜研究,ESP粒径很小(3-5 μm),适合添加到其他食品中。此外,1 g ESP几乎相当于1片多矿物质片,能够满足50%以上的钙DV。ESP的成分分析和对比分析表明ESP可能是钙和其他微量元素的良好来源,有助于改善矿物质缺乏和减少骨质疏松症。然而,有必要提高公众对使用易再生能源的认识和认知。
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引用次数: 0
Valorization of shrimp waste: Chitosan extraction, formulation, and antimicrobial assessment of a novel antiseptic mouth spray 虾废物的价值:壳聚糖提取、配方和新型口腔消毒喷雾剂的抗菌性评估
Pub Date : 2025-12-01 DOI: 10.1016/j.focha.2025.101178
Sukhntha Osiriphun , Wachira Jirarattanarangsri , Thunnop Laokuldilok
This study explored the use of chitosan, extracted from shrimp waste, as a sustainable antimicrobial agent in antiseptic mouth spray formulations for combating halitosis. A modified chemical method yielded chitosan with specific compositional characteristics (16.43% yield). FTIR confirmed successful chitosan conversion from shrimp shell biowaste, with mineral and protein removal, chitin deacetylation, and polysaccharide preservation. The extracted chitosan demonstrated antimicrobial activity against oral bacteria, showing inhibitory zones ranging from 8.5 mm to 10.1 mm at chitosan concentrations of 10 to 30 mg/mL. An Excel-based formulation model using Combination Index (CI) analysis identified potential antagonistic interactions between chitosan and common mouth spray ingredients, such as peppermint oil and ethanol. The model calculated a Combined Effect Score (CES) to estimate overall antimicrobial activity. These findings suggest that shrimp waste-derived chitosan is a promising sustainable alternative for addressing halitosis. However, careful formulation optimization is crucial to minimize potential antagonistic interactions. This study contributes to waste valorization, promotes sustainable practices, and advances oral health. It supports healthier communities, reduces marine pollution, fosters local economic growth, drives bio-based innovation, enables sustainable production, and advances climate action.
本研究探讨了从虾废中提取的壳聚糖作为抗口臭的可持续抗菌剂在口腔消毒喷雾剂中的应用。改进化学法制备了具有特定组成特性的壳聚糖(收率为16.43%)。FTIR证实了从虾壳生物废弃物中成功转化壳聚糖,去除矿物质和蛋白质,几丁质去乙酰化,并保存了多糖。在10 ~ 30 mg/mL浓度下,壳聚糖对口腔细菌的抑菌作用范围为8.5 ~ 10.1 mm。利用组合指数(CI)分析建立了基于excel的配方模型,确定了壳聚糖与常见口腔喷雾剂成分(如薄荷油和乙醇)之间潜在的拮抗相互作用。该模型计算了综合效果评分(CES)来估计总体抗菌活性。这些发现表明,虾废物衍生的壳聚糖是解决口臭的有前途的可持续替代品。然而,谨慎的配方优化是至关重要的,以尽量减少潜在的拮抗相互作用。本研究有助于废物增值,促进可持续实践,促进口腔健康。它支持更健康的社区,减少海洋污染,促进当地经济增长,推动生物创新,实现可持续生产,并推进气候行动。
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引用次数: 0
Corrigendum to “Evaluating the impact of palm vinegar (Arenga pinnata) concentration on the chemical and physical characteristics of Parrotfish (Scarus sp) scale gelatin” [Food Chemistry Advances 7 (2025) 100959] “评价棕榈醋(Arenga pinnata)浓度对鹦嘴鱼(Scarus sp)鳞片明胶的化学和物理特性的影响”的勘误表[食品化学进展7 (2025)100959]
Pub Date : 2025-12-01 DOI: 10.1016/j.focha.2025.101140
Rahim Husain , Sriwulan R. Masambe , Lukman Mile , Rita Marsuci Harmain
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引用次数: 0
Polyphenols from rice husk: A review of emerging extraction techniques and potential applications 稻壳多酚提取技术及其应用前景
Pub Date : 2025-12-01 DOI: 10.1016/j.focha.2025.101182
Milagros Sofia Bustamante-Bernedo , Enrique D. Gomez , Nils Leander Huamán-Castilla
Rice husk is a valuable agri-food by-product and an underutilized biomass. Moreover, it constitutes a natural source of antioxidant compounds. Thus, this review compiles data on the total polyphenol content (TPC) in rice husk classified according to pigmentation. In particular, purple husks show high TPC levels (2.15 - 21.90 mg GAE/g) compared to straw (0.69–20.18), straw with a brown line (18.66–20.90), and speckled brown husks (1.08–1.72). In addition, this residue presents specific families of polyphenols like phenolic acids (ferulic, coumaric, caffeic, vanillic, and gallic acid) and flavonoids (quercetin, kaempferol, rutin, catechin, epicatechin, and naringenin). Additionally, conventional and emerging extraction techniques are compared based on their efficiency, solvent consumption reduction, and preservation of functional properties. We also highlight several patent claims focused on the development of rice husk-derived polyphenol products that demonstrate health benefits. Therefore, rice husk is a by-product that is rich in antioxidant compounds and serves as a key driver of sustainable innovations. Its use aligns with the principles of a circular economy, which aim to minimize waste and enhance value throughout the food system.
稻壳是一种宝贵的农业食品副产品,也是一种未充分利用的生物质。此外,它还是抗氧化化合物的天然来源。因此,本文收集了稻壳中总多酚含量(TPC)的数据,并根据色素沉着进行分类。紫色果皮的TPC含量(2.15 ~ 21.90 mg GAE/g)高于秸秆(0.69 ~ 20.18)、带褐色条纹的秸秆(18.66 ~ 20.90)和带斑点的褐色果皮(1.08 ~ 1.72)。此外,这种残留物还含有特定的多酚类物质,如酚酸(阿魏酸、香豆酸、咖啡酸、香草酸和没食子酸)和类黄酮(槲皮素、山奈酚、芦丁、儿茶素、表儿茶素和柚皮素)。此外,还比较了传统和新兴的提取技术的效率、溶剂消耗的减少和功能特性的保存。我们还重点介绍了几项专利权利要求,重点是开发证明对健康有益的稻壳衍生多酚产品。因此,稻壳是一种富含抗氧化化合物的副产品,是可持续创新的关键驱动力。它的使用符合循环经济的原则,旨在最大限度地减少浪费,提高整个食品系统的价值。
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引用次数: 0
Comparative effects of high-pressure and thermal processing on the nutritional and functional properties of duckweed 高压和热处理对浮萍营养和功能特性的比较影响
Pub Date : 2025-12-01 DOI: 10.1016/j.focha.2025.101176
Shafira Amalia Nandang , Prabaswara Bintang Setiawan , Eko Hari Purnomo , Si Qin , Sunantha Ketnawa , Prinya Wongsa , Nattaya Konsue
This study compared the effects of thermal (boiling, steaming, tray drying) and non-thermal (high-pressure processing, HPP) treatments on the nutritional and functional properties of Wolffia globosa, a rootless aquatic plant. HPP at 300 MPa significantly improved water- and oil-holding capacities, total phenolic (14.04 mg GAE/g dry weight (DW)) and flavonoid (62.14 mg QE/g DW) contents, and antioxidant activity (ABTS: 313.09 µM TE/g DW). Scanning electron microscopy showed that HPP preserved cellular structure, while boiling and drying caused collapse. HPP also reduced phytic and oxalic acids, enhancing mineral bioavailability. Steaming effectively retained chlorophyll, and tray drying moderately preserved phytochemicals. During in vitro digestion, HPP-treated samples exhibited greater phenolic and flavonoid release, though antioxidant capacity declined due to pH and enzymatic effects. Protein digestibility was highest in samples treated at 450 MPa (83.83 %), compared with thermal methods. Overall, HPP was more effective than conventional thermal treatments in maintaining and enhancing the nutritional and functional qualities of W. globosa, underscoring its potential as a sustainable ingredient in plant-based foods.
本研究比较了热处理(煮沸、蒸煮、托盘干燥)和非热处理(高压处理,HPP)对无根水生植物沃尔夫(Wolffia globosa)营养和功能特性的影响。300 MPa HPP处理显著提高了黄酮的保水和保油能力、总酚(14.04 mg GAE/g干重)和类黄酮(62.14 mg QE/g DW)含量以及抗氧化活性(ABTS: 313.09µM TE/g DW)。扫描电镜显示,HPP保存了细胞结构,而煮沸和干燥导致细胞坍塌。HPP还减少了植酸和草酸,提高了矿物质的生物利用度。蒸有效地保留了叶绿素,托盘干燥适度地保存了植物化学物质。在体外消化过程中,hpp处理的样品显示出更多的酚类和类黄酮释放,尽管抗氧化能力由于pH和酶的影响而下降。与热法相比,在450 MPa下处理的样品蛋白质消化率最高(83.83%)。总的来说,HPP比传统的热处理更有效地维持和提高了全球的营养和功能品质,强调了其作为植物性食品中可持续成分的潜力。
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引用次数: 0
"Impact of instant controlled pressure drop (DIC) technology on the antioxidant properties of Camelina sativa cake" 即时控制压降(DIC)技术对亚麻荠饼抗氧化性能的影响
Pub Date : 2025-12-01 DOI: 10.1016/j.focha.2025.101195
Patricia Rodríguez-Castillo , Hugo Saab-Mejía , Isaac Batallas-Tituaña , Maritza Alonzo-Macías , Carmen Téllez-Pérez , Anaberta Cardador-Martínez
Camelina sativa cake, a by-product of oil extraction, contains valuable phenolic compounds and flavonoids with potential functional food applications. Its dense cellular structure limits bioactive recovery. Instant Controlled Pressure Drop (DIC) technology may enhance extraction efficiency, but its effects on the phytochemical profile and antioxidant activity of Camelina sativa cake remain underexplored. Camelina cake was treated under varying DIC conditions combining steam pressures (0.10–0.55 MPa), processing times (12–60 s), and numbers of steam/vacuum cycles (1–7). Total phenolic content (TPC) and total flavonoid content (TFC) were determined by standard assays. Antioxidant capacity was measured using DPPH and ABTS radical scavenging assays. Response surface methodology and Pareto charts assessed the influence of processing variables. Moderate-to-high steam pressure with intermediate times or cycle numbers significantly increased TPC, with the highest value (1574.00 ± 26.98 mg GAE/100 g) achieved for DIC 19 (0.4 MPa, 36 s), a ∼40% increase over the control. RSA by DPPH rose up to 36% under similar conditions. In contrast, all DIC treatments reduced TFC, with losses up to 81% under high-pressure, prolonged conditions. RSA by ABTS decreased in treatments that increased TPC, consistent with the thermal degradation of flavonoids. DIC can enhance phenolic extraction and DPPH antioxidant activity in Camelina sativa cake, but flavonoid retention requires precise parameter control. DIC 19 (0.4 MPa, 36 s) offered the best balance, maximizing phenolic release, limiting flavonoid loss, and improving antioxidant capacity, making it suitable for developing functional ingredients with enhanced bioactivity.
油分饼是油分提取的副产物,含有宝贵的酚类化合物和类黄酮,具有潜在的功能性食品应用价值。其致密的细胞结构限制了生物活性的恢复。即时控制压降(DIC)技术可以提高提取效率,但其对亚麻荠饼的植物化学特征和抗氧化活性的影响尚不清楚。在不同的DIC条件下,包括蒸汽压力(0.10-0.55 MPa)、处理时间(12-60 s)和蒸汽/真空循环次数(1-7)。用标准法测定总酚含量(TPC)和总黄酮含量(TFC)。采用DPPH和ABTS自由基清除法测定抗氧化能力。响应面法和帕累托图评估了加工变量的影响。中等时间或循环次数的中高蒸汽压力显著增加了TPC, DIC 19 (0.4 MPa, 36 s)达到最高值(1574.00±26.98 mg GAE/100 g),比对照组增加了约40%。在类似的条件下,DPPH的RSA上涨了36%。相比之下,所有DIC处理都降低了TFC,在高压、长时间条件下损失高达81%。在增加TPC的处理中,ABTS的RSA降低,这与黄酮类化合物的热降解一致。DIC可以提高茶树饼中酚类物质的提取和DPPH的抗氧化活性,但黄酮类物质的保留需要精确的参数控制。DIC 19 (0.4 MPa, 36 s)具有最佳的平衡,可以最大限度地释放酚类物质,限制类黄酮的损失,提高抗氧化能力,适合开发具有增强生物活性的功能成分。
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引用次数: 0
Production of isolates from bean and lentil: Bioactive compounds, functional and nutritional characterization 大豆和扁豆分离物的生产:生物活性化合物、功能和营养特性
Pub Date : 2025-12-01 DOI: 10.1016/j.focha.2025.101191
Hernández-Díaz Diana Belén, Córdova-Aguilar María Soledad, Ascanio Gabriel, Martínez-Arellano Isadora
The success of plant-based foods relies on selecting protein sources with optimal techno-functional and nutritional properties. Therefore, this study aims to obtain and characterize protein isolates from cooked and raw beans and lentils, focusing on their nutritional profile, techno-functional properties, and bioactive compounds. The optimized procedure involves alkaline extraction at pH 12 for cooked beans and lentils, at pH 11 for raw lentils, and at pH 9 for raw beans, followed by centrifugation. The protein pellet was precipitated at pH 4 for cooked bean and lentil, and at pH 3 for raw lentil, and similarly for raw bean. The isolates were dried in a spray dryer. The results showed that raw isolates improved the crude and digestible protein, gelation, foaming, and oil retention capacity compared to the corresponding cooked isolates and flour. The lentil and bean isolates, both cooked and raw, decreased in antioxidant capacity by 24 %-70 %. Dietary fiber decreased in both cooked and raw isolates. This study demonstrates that the isolation process using raw seeds requires fewer reagents, reduces processing time, and yields isolates with improved functional properties (WHC, OHC, foaming) and flavonoid levels compared to isolates derived from cooked seeds.
植物性食品的成功依赖于选择具有最佳技术功能和营养特性的蛋白质来源。因此,本研究旨在从煮熟的和生的豆类和小扁豆中获得和表征分离蛋白,重点研究它们的营养特征、技术功能特性和生物活性化合物。优化后的工艺包括:煮熟的豆子和小扁豆在pH 12下进行碱性提取,生的小扁豆在pH 11下进行碱性提取,生的豆子在pH 9下进行碱性提取,然后离心。煮熟的豆子和小扁豆在pH为4时,生的小扁豆在pH为3时沉淀蛋白质颗粒,生的豆子也差不多。分离菌株在喷雾干燥机中干燥。结果表明,与相应的熟分离菌和面粉相比,生分离菌提高了粗蛋白质和可消化蛋白质、凝胶、发泡和保油能力。小扁豆和豆类分离物,无论是煮熟的还是生的,抗氧化能力都下降了24% - 70%。煮熟和生分离菌的膳食纤维含量均有所下降。该研究表明,与从熟种子中分离的分离物相比,使用生种子的分离过程需要更少的试剂,减少了处理时间,并且分离物具有更好的功能特性(WHC, OHC,发泡)和类黄酮水平。
{"title":"Production of isolates from bean and lentil: Bioactive compounds, functional and nutritional characterization","authors":"Hernández-Díaz Diana Belén,&nbsp;Córdova-Aguilar María Soledad,&nbsp;Ascanio Gabriel,&nbsp;Martínez-Arellano Isadora","doi":"10.1016/j.focha.2025.101191","DOIUrl":"10.1016/j.focha.2025.101191","url":null,"abstract":"<div><div>The success of plant-based foods relies on selecting protein sources with optimal techno-functional and nutritional properties. Therefore, this study aims to obtain and characterize protein isolates from cooked and raw beans and lentils, focusing on their nutritional profile, techno-functional properties, and bioactive compounds. The optimized procedure involves alkaline extraction at pH 12 for cooked beans and lentils, at pH 11 for raw lentils, and at pH 9 for raw beans, followed by centrifugation. The protein pellet was precipitated at pH 4 for cooked bean and lentil, and at pH 3 for raw lentil, and similarly for raw bean. The isolates were dried in a spray dryer. The results showed that raw isolates improved the crude and digestible protein, gelation, foaming, and oil retention capacity compared to the corresponding cooked isolates and flour. The lentil and bean isolates, both cooked and raw, decreased in antioxidant capacity by 24 %-70 %. Dietary fiber decreased in both cooked and raw isolates. This study demonstrates that the isolation process using raw seeds requires fewer reagents, reduces processing time, and yields isolates with improved functional properties (WHC, OHC, foaming) and flavonoid levels compared to isolates derived from cooked seeds.</div></div>","PeriodicalId":73040,"journal":{"name":"Food chemistry advances","volume":"9 ","pages":"Article 101191"},"PeriodicalIF":0.0,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145693444","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Biochemical, nutritional, and health-promoting characteristics of amahewu along production stages 阿马河乌各生产阶段的生化、营养和保健特性
Pub Date : 2025-12-01 DOI: 10.1016/j.focha.2025.101192
Sebotse Dolly Kgoale , Fidele Tugizimana , Adrian Mark Abrahams , Adeyemi Ayotunde Adeyanju , Gabriel Bidemi Akanni , Abdullahi Adekilekun Jimoh , Oluwafemi Ayodeji Adebo
Fermentation induces a range of transformations in food products; therefore, understanding these changes is essential. This study examines the changes that occur during the production of amahewu from white and yellow maize, utilizing malted sorghum as the inoculum, with a focus on pH, titratable acidity (TTA), total soluble solids (TSS), organic acids, minerals, and phenolic compounds at various stages of production. The results revealed a significant decline in pH, from 5.9 to 3.5 in white maize and from 5.8 to 3.4 in yellow maize, accompanied by a concurrent increase in TSS and TTA in both maize types. Shikimic acid (0.0036–2.56 mg/g) and ferulic acid (19.35–425.43 µg/g) were the most consistently detected organic and phenolic acids, respectively, occurring in all treatments of both white and yellow maize, including raw, cooked, inoculated, and final amahewu product. Shikimic acid levels decreased throughout production (from 2.56 ± 0.09 mg/g in raw white maize to 0.34 mg/g in white maize amahewu and from 0.022 mg/g in raw yellow maize to 0.0036 ± mg/g in cooked yellow maize), while ferulic acid levels fluctuated with an increase-decrease trend. In yellow maize, for example, ferulic acid levels exhibited a fluctuating increase–decrease pattern during processing, ultimately declining from 425.43 µg/g in the raw material to 105.86 µg/g in the final product. Among the minerals, potassium, phosphorus, and magnesium were the most abundant in both maize types, and their levels declined after cooking, followed by increases during inoculation and fermentation. These findings highlight subtle differences between yellow and white maize and their resultant amahewu products. Overall, this study provides valuable insights into the physicochemical properties and composition of amahewu at various production stages, serving as a valuable reference for refining amahewu production, guiding improvements from formulation to quality, and informing potential alterations to create a better product.
发酵在食品中引起一系列的变化;因此,理解这些变化是必要的。本研究考察了以麦芽高粱为接种物,以白玉米和黄玉米为原料生产阿马合乌的过程中发生的变化,重点研究了生产各个阶段的pH值、可滴定酸度(TTA)、总可溶性固形物(TSS)、有机酸、矿物质和酚类化合物。结果表明,玉米的pH值显著下降,白玉米的pH值从5.9降至3.5,黄玉米的pH值从5.8降至3.4,两种玉米的TSS和TTA同时升高。莽草酸(0.0036-2.56 mg/g)和阿魏酸(19.35-425.43µg/g)是检测结果最一致的有机酸和酚酸,分别出现在白玉米和黄玉米的所有处理中,包括生、熟、接种和最终产品。莽草酸水平在整个生产过程中呈下降趋势(从生白玉米的2.56±0.09 mg/g降至白玉米阿玛河乌的0.34 mg/g,从生黄玉米的0.022 mg/g降至熟黄玉米的0.0036±mg/g),阿魏酸水平呈增减趋势波动。例如,在黄玉米中,阿魏酸水平在加工过程中呈现波动的增减模式,最终从原料中的425.43µg/g下降到最终产品中的105.86µg/g。其中,钾、磷、镁在两种玉米品种中含量最高,在蒸煮后含量下降,在接种和发酵过程中含量增加。这些发现突出了黄玉米和白玉米及其生产的阿马合乌产品之间的细微差异。总体而言,本研究提供了有价值的见解,在各个生产阶段的物理化学性质和组成,为精炼阿马合乌生产提供了有价值的参考,指导从配方到质量的改进,并告知潜在的改变,以创造更好的产品。
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引用次数: 0
Harnessing artificial intelligence for the analysis of complex chemical combinations, paving the way for novel flavors in food manufacturing: A comprehensive review 利用人工智能分析复杂的化学组合,为食品制造中的新口味铺平道路:综合综述
Pub Date : 2025-12-01 DOI: 10.1016/j.focha.2025.101177
Tétédé Rodrigue Christian Konfo , Alain Yaya Koudoro , Comlan Kintomagnimessè Célestin Tchekessi , Flora Josiane Chadare , Félicien Avlessi , Codjo Koko Dominique Sohounhloue
The integration of artificial intelligence (AI) into flavor development is reshaping the food industry by enhancing precision, efficiency, and innovation. This review synthesizes the current advancements in AI-driven flavor creation, from chemical analysis to sensory optimization and market alignment. Traditional flavor development methods rooted in empirical knowledge and sensory panels are increasingly limited by subjectivity, scalability, and reproducibility. AI overcomes these limitations by leveraging machine learning algorithms to analyze complex chemical interactions, predict consumer preferences, and generate novel flavor profiles. Drawing from an extensive literature search across ScienceDirect, PubMed, Web of Science, and Scopus (2015–2025), we analyzed empirical studies, review articles, and industrial case reports selected for relevance. A thematic synthesis shows key trends, including the application of deep learning for unstructured sensory data, the use of odor activity values (OAVs) and electronic noses in quantitative olfactory modelling, and successful industrial implementations in product innovation. Challenges related to model interpretability, data bias, and regulatory acceptance are critically discussed. Future directions emphasize the need for culturally inclusive datasets, interdisciplinary collaboration, and integration of sensory neuroscience. This review underscores the transformative potential of AI as a strategic tool in flavor science, bridging molecular data, human perception, and consumer demands to foster next-generation food design.
人工智能(AI)与香精开发的融合正在通过提高精度、效率和创新来重塑食品行业。本文综述了人工智能驱动的风味创造的最新进展,从化学分析到感官优化和市场定位。传统的风味开发方法根植于经验知识和感官面板,越来越受到主观性、可扩展性和可重复性的限制。人工智能通过利用机器学习算法来分析复杂的化学相互作用,预测消费者偏好,并生成新颖的风味特征,从而克服了这些限制。通过对ScienceDirect、PubMed、Web of Science和Scopus(2015-2025)的广泛文献检索,我们分析了相关的实证研究、综述文章和工业案例报告。主题综合显示了关键趋势,包括深度学习在非结构化感官数据中的应用,气味活性值(oav)和电子鼻在定量嗅觉建模中的使用,以及在产品创新中的成功工业实施。与模型可解释性,数据偏差和监管接受相关的挑战进行了批判性讨论。未来的方向强调对文化包容性数据集、跨学科合作和感觉神经科学整合的需求。这篇综述强调了人工智能作为风味科学战略工具的变革潜力,将分子数据、人类感知和消费者需求联系起来,以促进下一代食品设计。
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引用次数: 0
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Food chemistry advances
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