首页 > 最新文献

Journal of Food Composition and Analysis最新文献

英文 中文
Effect of bee species on the physicochemical, bioactive, and microbiological properties of longan honey in Thailand 蜜蜂种类对泰国桂圆蜂蜜理化、生物活性和微生物特性的影响
IF 4.6 2区 农林科学 Q2 CHEMISTRY, APPLIED Pub Date : 2026-03-01 Epub Date: 2026-02-13 DOI: 10.1016/j.jfca.2026.108998
Kanokwan Klaithin , Bajaree Chuttong , Yi-Ting Hung , Chi-Chung Peng , Jer-An Lin , Chuen-Fu Lin , Surat Hongsibsong , Jakkrawut Maithip , Khanchai Danmek , Fuangfah Punthi , Ming-Cheng Wu
In this study, we compared physicochemical, bioactive, and microbiological properties among longan honeys produced by five bee species in Thailand: Apis mellifera and Apis cerana (honey bees) as well as Tetragonula laeviceps, Tetragonula pagdeni, and Heterotrigona itama (stingless bees). Stingless bee honey had higher moisture content, total acidity, and trehalulose levels, whereas honey bee honey had higher fructose and glucose levels. Among the samples, T. laeviceps honey had the highest total phenolic and flavonoid contents and exhibited strong antioxidant activity. Furthermore, T. pagdeni honey exhibited strong anti-inflammatory activity, and H. itama honey exhibited broad-spectrum antimicrobial activity. Microbiota analysis revealed distinct bacterial community structures—Firmicutes were prevalent in stingless bee honey, whereas Proteobacteria were prevalent in honey bee honey, reflecting host-specific microbial signatures. These findings suggest that bee species influence the properties and health benefits of longan honey.
在这项研究中,我们比较了泰国五种蜜蜂——蜜蜂Apis mellifera和蜜蜂Apis cerana,以及laeveps Tetragonula、pagdeni Tetragonula和Heterotrigona itama(无刺蜜蜂)生产的龙眼蜂蜜的理化、生物活性和微生物特性。无刺蜜蜂蜂蜜的水分含量、总酸度和海藻糖含量更高,而蜜蜂蜂蜜的果糖和葡萄糖含量更高。蜂蜜中总酚和类黄酮含量最高,具有较强的抗氧化活性。此外,pagdeni蜂蜜表现出较强的抗炎活性,itama蜂蜜表现出广谱的抗菌活性。微生物群分析揭示了不同的细菌群落结构-厚壁菌门普遍存在于无刺蜜蜂蜂蜜中,而变形菌门普遍存在于蜜蜂蜂蜜中,反映了宿主特有的微生物特征。这些发现表明蜜蜂种类影响桂圆蜂蜜的性质和健康益处。
{"title":"Effect of bee species on the physicochemical, bioactive, and microbiological properties of longan honey in Thailand","authors":"Kanokwan Klaithin ,&nbsp;Bajaree Chuttong ,&nbsp;Yi-Ting Hung ,&nbsp;Chi-Chung Peng ,&nbsp;Jer-An Lin ,&nbsp;Chuen-Fu Lin ,&nbsp;Surat Hongsibsong ,&nbsp;Jakkrawut Maithip ,&nbsp;Khanchai Danmek ,&nbsp;Fuangfah Punthi ,&nbsp;Ming-Cheng Wu","doi":"10.1016/j.jfca.2026.108998","DOIUrl":"10.1016/j.jfca.2026.108998","url":null,"abstract":"<div><div>In this study, we compared physicochemical, bioactive, and microbiological properties among longan honeys produced by five bee species in Thailand: <em>Apis mellifera</em> and <em>Apis cerana</em> (honey bees) as well as <em>Tetragonula laeviceps</em>, <em>Tetragonula pagdeni</em>, and <em>Heterotrigona itama</em> (stingless bees). Stingless bee honey had higher moisture content, total acidity, and trehalulose levels, whereas honey bee honey had higher fructose and glucose levels. Among the samples, <em>T. laeviceps</em> honey had the highest total phenolic and flavonoid contents and exhibited strong antioxidant activity. Furthermore, <em>T. pagdeni</em> honey exhibited strong anti-inflammatory activity, and <em>H. itama</em> honey exhibited broad-spectrum antimicrobial activity. Microbiota analysis revealed distinct bacterial community structures—Firmicutes were prevalent in stingless bee honey, whereas Proteobacteria were prevalent in honey bee honey, reflecting host-specific microbial signatures. These findings suggest that bee species influence the properties and health benefits of longan honey.</div></div>","PeriodicalId":15867,"journal":{"name":"Journal of Food Composition and Analysis","volume":"151 ","pages":"Article 108998"},"PeriodicalIF":4.6,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146171053","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
Rapid identification and quality evaluation of Gastrodia elata variants using chemometrics to integrate GC-MS and NIRS technologies 结合GC-MS和NIRS技术的化学计量学快速鉴定和质量评价天麻变种
IF 4.6 2区 农林科学 Q2 CHEMISTRY, APPLIED Pub Date : 2026-03-01 Epub Date: 2026-01-29 DOI: 10.1016/j.jfca.2026.108963
Guangyao Li , Jieqing Li , Honggao Liu , Yuanzhong Wang
Zhaotong Gastrodia elata Blume (G. elata) is a distinctive Chinese product used for food and medicine, yet there have been insufficient systematic comparisons of the metabolic components of sugar in different G. elata variants. This study employed near-infrared (NIR) spectroscopy combined with multivariate analysis methods to analyze and predict the accumulation of carbohydrate metabolites in various G. elata variants. The results indicate that G. elata Bl. f. glauca (WTM) shows a higher accumulation trend for the main carbohydrate metabolites and that D-fructose is a key differential metabolite. The constructed partial least squares discriminant analysis (PLS-DA) and partial least squares regression (PLSR) models effectively distinguish G. elata subspecies and accurately predict D-fructose content. This provides a rapid, non-destructive analytical strategy for evaluating G. elata quality.
昭通天麻是一种独特的中国食品和医药产品,但对不同天麻变种中糖代谢成分的系统比较还不够。本研究采用近红外(NIR)光谱技术结合多变量分析方法,分析和预测了不同叶黄变异体碳水化合物代谢产物的积累。结果表明,青花草(G. elata Bl. f. glauca, WTM)的主要碳水化合物代谢物具有较高的积累趋势,d -果糖是关键的差异代谢物。建立的偏最小二乘判别分析(PLS-DA)和偏最小二乘回归(PLSR)模型能有效区分大叶果亚种,准确预测d -果糖含量。这提供了一种快速,非破坏性的分析策略,以评估elata质量。
{"title":"Rapid identification and quality evaluation of Gastrodia elata variants using chemometrics to integrate GC-MS and NIRS technologies","authors":"Guangyao Li ,&nbsp;Jieqing Li ,&nbsp;Honggao Liu ,&nbsp;Yuanzhong Wang","doi":"10.1016/j.jfca.2026.108963","DOIUrl":"10.1016/j.jfca.2026.108963","url":null,"abstract":"<div><div>Zhaotong <em>Gastrodia elata</em> Blume (<em>G. elata</em>) is a distinctive Chinese product used for food and medicine, yet there have been insufficient systematic comparisons of the metabolic components of sugar in different <em>G. elata</em> variants. This study employed near-infrared (NIR) spectroscopy combined with multivariate analysis methods to analyze and predict the accumulation of carbohydrate metabolites in various <em>G. elata</em> variants. The results indicate that <em>G. elata</em> Bl. f. glauca (WTM) shows a higher accumulation trend for the main carbohydrate metabolites and that <span>D</span>-fructose is a key differential metabolite. The constructed partial least squares discriminant analysis (PLS-DA) and partial least squares regression (PLSR) models effectively distinguish <em>G. elata</em> subspecies and accurately predict <span>D</span>-fructose content. This provides a rapid, non-destructive analytical strategy for evaluating <em>G. elata</em> quality.</div></div>","PeriodicalId":15867,"journal":{"name":"Journal of Food Composition and Analysis","volume":"151 ","pages":"Article 108963"},"PeriodicalIF":4.6,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146170980","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
Precise recognition and isolation of pancreatic lipase inhibitors from Rubus irritans fruits 刺蒺藜果实中胰脂肪酶抑制剂的精确识别与分离
IF 4.6 2区 农林科学 Q2 CHEMISTRY, APPLIED Pub Date : 2026-03-01 Epub Date: 2026-02-03 DOI: 10.1016/j.jfca.2026.108971
Jiequn Bao , Ying Li , Yu Zhang , Shibing Yang , Fang Yang , Jun Dang
Functional food research is hindered by the complex natural food matrices, which demand accurate, rapid methods for identifying bioactive compounds. Here, we developed an activity-guided online HPLC-pancreatic lipase recognition system to simultaneously recognize and monitor active chromatographic peaks in Rubus irritans fruit extracts. Four compounds, namely cinnamic acid (1), 5-hydroxy-6,7,3′,4′-tetramethoxyflavone (2), 1-hydroxy-2,3,5-trimethoxyxanthone (3), and salvigenin (4), were first isolated from these fruits via medium- and high-pressure liquid chromatography. In vitro assays showed that all inhibited pancreatic lipase, with IC₅₀ values of 444.90 ± 0.19, 142.64 ± 0.93, 168.70 ± 0.64, and 118.84 ± 0.89 μM, respectively. Salvigenin (4) acted via reversible competitive inhibition. Molecular docking revealed the binding modes of the four compounds in the pancreatic lipase active site, with salvigenin exhibiting the lowest binding energy (-7.3 kcal/mol), followed by compounds 1–3 (-5.4, −6.8, and −6.9 kcal/mol). DFT calculations indicated that salvigenin had a smaller HOMO-LUMO gap and a higher dipole moment, suggesting favorable reactivity. Overall, our study's primary contribution is the establishment of an efficient activity-guided online recognition system for precisely recognizing and isolating natural pancreatic lipase inhibitors from edible fruits, with R. irritans fruits and their derived salvigenin identified as promising functional food ingredients.
功能食品的研究受到复杂的天然食品基质的阻碍,这需要准确、快速的方法来鉴定生物活性化合物。本研究建立了一种以活性为导向的在线hplc -胰脂肪酶识别系统,用于同时识别和监测刺激红莓果实提取物的活性色谱峰。通过中高压液相色谱法首次从这些果实中分离到肉桂酸(1)、5-羟基-6,7,3′,4′-四甲基甲氧基黄酮(2)、1-羟基-2,3,5-三甲氧基山酮(3)和salvigenin(4)四个化合物。在体外实验表明,抑制胰脂肪酶,与IC₅₀值444.90 ± 0.19,142.64 ± 0.93,168.70 ± 0.64,和118.84 ±0.89  μM,分别。Salvigenin(4)通过可逆竞争抑制起作用。分子对接揭示了四种化合物在胰脂肪酶活性位点的结合模式,其中salvigenin的结合能最低(-7.3 kcal/mol),其次是化合物1-3(-5.4,- 6.8和- 6.9 kcal/mol)。DFT计算表明,salvigenin具有较小的HOMO-LUMO间隙和较高的偶极矩,表明其具有良好的反应性。总的来说,我们的研究的主要贡献是建立了一个有效的活性引导在线识别系统,用于精确识别和分离可食用水果中的天然胰脂肪酶抑制剂,并将刺激鼠果及其衍生的salvigenin确定为有前景的功能性食品成分。
{"title":"Precise recognition and isolation of pancreatic lipase inhibitors from Rubus irritans fruits","authors":"Jiequn Bao ,&nbsp;Ying Li ,&nbsp;Yu Zhang ,&nbsp;Shibing Yang ,&nbsp;Fang Yang ,&nbsp;Jun Dang","doi":"10.1016/j.jfca.2026.108971","DOIUrl":"10.1016/j.jfca.2026.108971","url":null,"abstract":"<div><div>Functional food research is hindered by the complex natural food matrices, which demand accurate, rapid methods for identifying bioactive compounds. Here, we developed an activity-guided online HPLC-pancreatic lipase recognition system to simultaneously recognize and monitor active chromatographic peaks in <em>Rubus irritans</em> fruit extracts. Four compounds, namely cinnamic acid (1), 5-hydroxy-6,7,3′,4′-tetramethoxyflavone (2), 1-hydroxy-2,3,5-trimethoxyxanthone (3), and salvigenin (4), were first isolated from these fruits via medium- and high-pressure liquid chromatography. <em>In vitro</em> assays showed that all inhibited pancreatic lipase, with IC₅₀ values of 444.90 ± 0.19, 142.64 ± 0.93, 168.70 ± 0.64, and 118.84 ± 0.89 μM, respectively. Salvigenin (4) acted via reversible competitive inhibition. Molecular docking revealed the binding modes of the four compounds in the pancreatic lipase active site, with salvigenin exhibiting the lowest binding energy (-7.3 kcal/mol), followed by compounds 1–3 (-5.4, −6.8, and −6.9 kcal/mol). DFT calculations indicated that salvigenin had a smaller HOMO-LUMO gap and a higher dipole moment, suggesting favorable reactivity. Overall, our study's primary contribution is the establishment of an efficient activity-guided online recognition system for precisely recognizing and isolating natural pancreatic lipase inhibitors from edible fruits, with <em>R. irritans</em> fruits and their derived salvigenin identified as promising functional food ingredients.</div></div>","PeriodicalId":15867,"journal":{"name":"Journal of Food Composition and Analysis","volume":"151 ","pages":"Article 108971"},"PeriodicalIF":4.6,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146171124","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
Effects of short- and long-term high-fat diet feeding on muscle-type specific metabolism and meat quality in chickens 短期和长期高脂肪日粮饲喂对鸡肌肉型特定代谢和肉质的影响
IF 4.6 2区 农林科学 Q2 CHEMISTRY, APPLIED Pub Date : 2026-03-01 Epub Date: 2026-01-28 DOI: 10.1016/j.jfca.2026.108946
Donghao Zhang , Yufei Wang , Weijie Zhang , Lingqian Yin , Zhongzhen Lin , Peng Ren , Feng Xu , Yan Wang , Ye Wang , Yiping Liu
High-fat diets (HFDs) are commonly used to modulate growth and meat quality in poultry; however, the duration- and muscle-specific effects remain unclear. In this study, Guangyuan Grey chickens were randomly assigned at day 150 into control, short-term HFD (SHFD), and long-term HFD (LHFD) groups (9 pens/treatment; 10 birds/pen). The HFD was formulated by increasing soybean oil from 1 % to 7 %, replacing corn and wheat bran. The pectoralis major (PEM) and soleus (SOL) muscles were evaluated for color, pH (15 min/24 h), drip/cooking loss, and shear force. Fatty acids were analyzed by GC-MS, volatiles by electronic nose, and untargeted metabolomics by LC-MS. LHFD resulted in decreased redness (a*), increased drip/cooking loss, and shear force (P < 0.05) with higher palmitic/stearic acids and aldehydes/sulfur volatiles. SHFD caused an increase in monounsaturated fatty acids and modestly enhanced aroma-related alcohols/ketones without significantly impairment in tenderness or water-holding capacity. Metabolomics indicated that amino acid metabolism and lipid-stress shifted in PEM and oxidative-stress was remodeled in SOL, implicating linoleic/unsaturated-fatty-acid pathways. These findings show that HFD effects are muscle-type and duration-dependent, with SHFD enhances flavor while LHFD leads to quality deterioration. The results provide a basis for optimizing diet fat level and duration strategies to improve poultry meat quality.
高脂肪饲料(HFDs)通常用于调节家禽的生长和肉质;然而,持续时间和肌肉特异性的影响仍不清楚。在试验第150天,将广元灰鸡随机分为对照组、短期HFD (SHFD)组和长期HFD (LHFD)组(9只/处理,10只/笔)。将大豆油从1 %增加到7 %,代替玉米和麦麸,配制出高通量食品。评估胸大肌(PEM)和比目鱼肌(SOL)的颜色、pH值(15 min/24 h)、滴水/蒸煮损失和剪切力。脂肪酸分析采用GC-MS,挥发物分析采用电子鼻,非靶向代谢组学分析采用LC-MS。LHFD降低了红度(a*),增加了滴水/蒸煮损失和剪切力(P <; 0.05),并增加了棕榈/硬脂酸和醛类/硫挥发物。SHFD引起单不饱和脂肪酸的增加和芳香相关醇/酮的适度增强,但没有明显损害嫩度或持水能力。代谢组学表明,PEM中氨基酸代谢和脂质应激发生了变化,SOL中氧化应激发生了重塑,这与亚油酸/不饱和脂肪酸途径有关。这些发现表明,高热量食物的影响是肌肉类型和持续时间相关的,高热量食物会增强风味,而低热量食物会导致质量恶化。为优化饲粮脂肪水平和持续时间策略以提高禽肉品质提供依据。
{"title":"Effects of short- and long-term high-fat diet feeding on muscle-type specific metabolism and meat quality in chickens","authors":"Donghao Zhang ,&nbsp;Yufei Wang ,&nbsp;Weijie Zhang ,&nbsp;Lingqian Yin ,&nbsp;Zhongzhen Lin ,&nbsp;Peng Ren ,&nbsp;Feng Xu ,&nbsp;Yan Wang ,&nbsp;Ye Wang ,&nbsp;Yiping Liu","doi":"10.1016/j.jfca.2026.108946","DOIUrl":"10.1016/j.jfca.2026.108946","url":null,"abstract":"<div><div>High-fat diets (HFDs) are commonly used to modulate growth and meat quality in poultry; however, the duration- and muscle-specific effects remain unclear. In this study, Guangyuan Grey chickens were randomly assigned at day 150 into control, short-term HFD (SHFD), and long-term HFD (LHFD) groups (9 pens/treatment; 10 birds/pen). The HFD was formulated by increasing soybean oil from 1 % to 7 %, replacing corn and wheat bran. The pectoralis major (PEM) and soleus (SOL) muscles were evaluated for color, pH (15 min/24 h), drip/cooking loss, and shear force. Fatty acids were analyzed by GC-MS, volatiles by electronic nose, and untargeted metabolomics by LC-MS. LHFD resulted in decreased redness (a*), increased drip/cooking loss, and shear force (<em>P</em> &lt; 0.05) with higher palmitic/stearic acids and aldehydes/sulfur volatiles. SHFD caused an increase in monounsaturated fatty acids and modestly enhanced aroma-related alcohols/ketones without significantly impairment in tenderness or water-holding capacity. Metabolomics indicated that amino acid metabolism and lipid-stress shifted in PEM and oxidative-stress was remodeled in SOL, implicating linoleic/unsaturated-fatty-acid pathways. These findings show that HFD effects are muscle-type and duration-dependent, with SHFD enhances flavor while LHFD leads to quality deterioration. The results provide a basis for optimizing diet fat level and duration strategies to improve poultry meat quality.</div></div>","PeriodicalId":15867,"journal":{"name":"Journal of Food Composition and Analysis","volume":"151 ","pages":"Article 108946"},"PeriodicalIF":4.6,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146076012","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
Morphological, biochemical and fatty acid variations of three perilla (Perilla frutescens L.) cultivars under open-field conditions in Northern China 中国北方3个紫苏品种在露天条件下形态、生化和脂肪酸的变化
IF 4.6 2区 农林科学 Q2 CHEMISTRY, APPLIED Pub Date : 2026-03-01 Epub Date: 2026-01-23 DOI: 10.1016/j.jfca.2026.108940
Xiuqing Gao , Sheng Li , Linyu Mu , Tianyu Hou , Zhijun Zhang , Huizhen Li
Perilla (Perilla frutescens L.) is an economically significant oilseed crop valued for its high α-linolenic acid (ALA) content and nutritional properties. Optimizing genotype selection is crucial for improving oil yield and nutritional quality in diverse environments. This study evaluated morphological and biochemical variation of three perilla cultivars (Bing Zisu 1, Zhongbei Zisu 3 and Zhongbei Zisu 4) and hypothesized that genotype, year, and location significantly influence these traits, revealing distinct genotype-specific advantages. Field trials were conducted over two years (2022 and 2024) across five open-field locations in Shanxi Province, China. Significant genotypic differences were observed. Zhongbei Zisu 4 exhibited late flowering and maturity, highest 1000 grain weight (3.66 g), protein (26.53 g/100 g), and oil (38.93 g/100 g) with low fiber (12.03 %). Zhongbei Zisu 3 showed overall superior morphology and the highest ALA content (65.16 %), while Bing Zisu 1 had the highest oleic acid content (22.12 %) and crude fiber (15.8 %). Planting year and location significantly (p < 0.05) affected most morphological traits, with a 21.86 % grain yield increase in 2024 compared to 2022. Grain yield positively correlated with several morphological and biochemical traits. Distinct genotype-specific strengths were identified, providing a foundation knowledge for targeted breeding and selection strategies.
紫苏(Perilla frutescens L.)是一种经济上重要的油籽作物,其α-亚麻酸(ALA)含量高,营养价值高。优化基因型选择是提高不同环境下油料产量和营养品质的关键。本研究对3个紫苏品种(冰紫素1号、中北紫素3号和中北紫素4号)的形态和生化变异进行了评价,并推测基因型、年份和地理位置对这些性状有显著影响,显示出明显的基因型特异性优势。现场试验为期两年(2022年和2024年),在中国山西省的五个露天地点进行。基因型差异显著。中北紫素4号开花晚,成熟晚,千粒重最高(3.66 g),蛋白质含量最高(26.53 g/100 g),油脂含量最高(38.93 g/100 g),纤维含量低(12.03 %)。中北紫素3号整体形态优越,ALA含量最高(65.16 %),冰紫素1号油酸含量最高(22.12 %),粗纤维含量最高(15.8 %)。种植年份和种植地点对大部分形态性状影响显著(p <; 0.05),2024年产量比2022年提高21.86 %。籽粒产量与若干形态和生化性状呈正相关。发现了不同的基因型特异性优势,为有针对性的育种和选择策略提供了基础知识。
{"title":"Morphological, biochemical and fatty acid variations of three perilla (Perilla frutescens L.) cultivars under open-field conditions in Northern China","authors":"Xiuqing Gao ,&nbsp;Sheng Li ,&nbsp;Linyu Mu ,&nbsp;Tianyu Hou ,&nbsp;Zhijun Zhang ,&nbsp;Huizhen Li","doi":"10.1016/j.jfca.2026.108940","DOIUrl":"10.1016/j.jfca.2026.108940","url":null,"abstract":"<div><div>Perilla (<em>Perilla frutescens</em> L.) is an economically significant oilseed crop valued for its high α-linolenic acid (ALA) content and nutritional properties. Optimizing genotype selection is crucial for improving oil yield and nutritional quality in diverse environments. This study evaluated morphological and biochemical variation of three perilla cultivars (Bing Zisu 1, Zhongbei Zisu 3 and Zhongbei Zisu 4) and hypothesized that genotype, year, and location significantly influence these traits, revealing distinct genotype-specific advantages. Field trials were conducted over two years (2022 and 2024) across five open-field locations in Shanxi Province, China. Significant genotypic differences were observed. Zhongbei Zisu 4 exhibited late flowering and maturity, highest 1000 grain weight (3.66 g), protein (26.53 g/100 g), and oil (38.93 g/100 g) with low fiber (12.03 %). Zhongbei Zisu 3 showed overall superior morphology and the highest ALA content (65.16 %), while Bing Zisu 1 had the highest oleic acid content (22.12 %) and crude fiber (15.8 %). Planting year and location significantly (<em>p</em> &lt; 0.05) affected most morphological traits, with a 21.86 % grain yield increase in 2024 compared to 2022. Grain yield positively correlated with several morphological and biochemical traits. Distinct genotype-specific strengths were identified, providing a foundation knowledge for targeted breeding and selection strategies.</div></div>","PeriodicalId":15867,"journal":{"name":"Journal of Food Composition and Analysis","volume":"151 ","pages":"Article 108940"},"PeriodicalIF":4.6,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146076081","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
Effect of pearling and altitude on quinoa grain composition and protein digestibility 采珠和海拔对藜麦籽粒组成和蛋白质消化率的影响
IF 4.6 2区 农林科学 Q2 CHEMISTRY, APPLIED Pub Date : 2026-03-01 Epub Date: 2026-01-23 DOI: 10.1016/j.jfca.2026.108931
Ricardo Benítez Benítez , Andrés Felipe Ahumada Mamiam , Rodrigo Sarria Villa
This study examined how pearling intensity and cultivation altitude jointly influence the nutritional composition, in vitro protein digestibility, and saponin content of quinoa (Chenopodium quinoa Willd.) produced at 2000, 2500, and 3000 m a.s.l. in Colombia. Grains were subjected to four abrasion levels (0 %, 10 %, 30 %, and 50 %), and their proximate composition, amino acid profile, vitamin content, saponin concentration, and protein digestibility were determined. The antimicrobial activity of pearling residues was also assessed. Pearling at ≥ 30 % decreased saponin content to < 0.11 %, meeting safety requirements for human consumption and increasing protein digestibility by 11.56 %. However, this treatment also led to substantial reductions in fat, fiber, ash, vitamins, and essential amino acids. Although altitude significantly affected several nutritional attributes, it had no measurable impact on saponin levels. Pearling residues exhibited antimicrobial activity, indicating their potential as bioactive byproducts. Overall, moderate pearling effectively enhances quinoa digestibility and reduces antinutritional compounds while generating residues with possible applications in food and pharmaceutical sectors.
本研究考察了采珠强度和栽培海拔对哥伦比亚产于2000、2500和3000 m.a.s.l.的藜麦(Chenopodium quinoa Willd.)营养成分、体外蛋白质消化率和皂苷含量的共同影响。对籽粒进行4种磨损水平(0 %、10 %、30 %和50 %),测定其近似组成、氨基酸谱、维生素含量、皂苷浓度和蛋白质消化率。并对珍珠渣的抑菌活性进行了评价。采珠率≥ 30 %时,总皂苷含量降至<; 0.11 %,满足人体食用安全要求,蛋白质消化率提高11.56 %。然而,这种治疗也导致脂肪、纤维、灰分、维生素和必需氨基酸的大量减少。虽然海拔对几种营养属性有显著影响,但对皂苷水平没有可测量的影响。珠光残留物具有抗菌活性,表明其作为生物活性副产物的潜力。总的来说,适度的珍珠化有效地提高了藜麦的消化率,减少了抗营养化合物,同时产生了可能应用于食品和制药部门的残留物。
{"title":"Effect of pearling and altitude on quinoa grain composition and protein digestibility","authors":"Ricardo Benítez Benítez ,&nbsp;Andrés Felipe Ahumada Mamiam ,&nbsp;Rodrigo Sarria Villa","doi":"10.1016/j.jfca.2026.108931","DOIUrl":"10.1016/j.jfca.2026.108931","url":null,"abstract":"<div><div>This study examined how pearling intensity and cultivation altitude jointly influence the nutritional composition, in vitro protein digestibility, and saponin content of quinoa (<em>Chenopodium quinoa</em> Willd.) produced at 2000, 2500, and 3000 m a.s.l. in Colombia. Grains were subjected to four abrasion levels (0 %, 10 %, 30 %, and 50 %), and their proximate composition, amino acid profile, vitamin content, saponin concentration, and protein digestibility were determined. The antimicrobial activity of pearling residues was also assessed. Pearling at ≥ 30 % decreased saponin content to &lt; 0.11 %, meeting safety requirements for human consumption and increasing protein digestibility by 11.56 %. However, this treatment also led to substantial reductions in fat, fiber, ash, vitamins, and essential amino acids. Although altitude significantly affected several nutritional attributes, it had no measurable impact on saponin levels. Pearling residues exhibited antimicrobial activity, indicating their potential as bioactive byproducts. Overall, moderate pearling effectively enhances quinoa digestibility and reduces antinutritional compounds while generating residues with possible applications in food and pharmaceutical sectors.</div></div>","PeriodicalId":15867,"journal":{"name":"Journal of Food Composition and Analysis","volume":"151 ","pages":"Article 108931"},"PeriodicalIF":4.6,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146076082","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
Dynamic changes of volatile, β-glucosidase enzyme activity and regulatory gene expression during the processing of Wuyi black tea 武夷红茶加工过程中挥发物、β-葡萄糖苷酶活性及调控基因表达的动态变化
IF 4.6 2区 农林科学 Q2 CHEMISTRY, APPLIED Pub Date : 2026-03-01 Epub Date: 2026-01-29 DOI: 10.1016/j.jfca.2026.108964
Li Lu , Xi Cheng , Jinxian Liu , Yutao Shi , Feiquan Wang , Hua Feng , Yufei Chen , Shifu Ma , Xinghui Li , Jianghua Ye
Wuyi black tea (WBT) is the origin of black tea, with a history of over 4 centuries. Headspace solid-phase microextraction (HS-SPME) coupled with gas chromatography–mass spectrometry (GC-MS) was employed to investigate the dynamic changes of volatile compounds. And, the contributions of β-glucosidase and key genes underlying the aroma formation were also illuminated. Totally, 94 volatile compounds were detected in WBT processing. Except for heterocyclic compounds and aldehydes, other volatile categories reached the peak at withering. Most of characteristic volatile compounds are accumulated during the withering or rolling stage. Therefore, withering and rolling are assumed to be key bases for the aroma formation. Interestingly, the content variation of several characteristic volatile compounds such as (Z,E)-α-farnesene, and total alcohols was basically in accordance with that of the β-glucosidase enzyme activity. Besides, aroma-related genes including β-glucosidase 1 (BG1), 3-hydroxy-3-methylglutaryl-Co A Reductase (HMGR), germacrene D synthase (GES), nerolidol synthase (NES) and 3-hydroxy-3-methylglutaryl-Co A synthase (HMGS) showed similar expression patterns. Their expression levels were found to be upregulated in F8, with NES exhibiting a remarkable 350-folds increase. During withering, the expression of β-glucosidase 2 (BG2), linalool synthase (LIS) and α-farnesene synthase (AFS) was induced by drought stress. Notably, AFS and BG2 demonstrated stronger correlations with volatile variations than other 6 genes. Collectively, our study establishes a theoretical guidance for producing high-aroma WBT.
武夷红茶(WBT)是红茶的起源,有4个多世纪的历史。采用顶空固相微萃取(HS-SPME)和气相色谱-质谱联用(GC-MS)技术研究了挥发性化合物的动态变化。并阐明了β-葡萄糖苷酶及其关键基因在香气形成中的作用。共检出94种挥发性化合物。除杂环类化合物和醛类化合物外,其他挥发性物质在枯萎时达到峰值。大部分特征挥发性化合物是在枯萎期或滚动期积累的。因此,萎凋和碾压被认为是香气形成的关键基础。有趣的是,(Z,E)-α-法尼烯和总醇等几种特征挥发性化合物的含量变化与β-葡萄糖苷酶活性的变化基本一致。此外,香气相关基因β-葡萄糖苷酶1 (BG1)、3-羟基-3-甲基戊二酰- co A还原酶(HMGR)、葡萄烯D合成酶(GES)、神经醇合成酶(NES)和3-羟基-3-甲基戊二酰- co A合成酶(HMGS)的表达模式相似。在F8中发现它们的表达水平上调,其中NES显著增加了350倍。在枯萎过程中,干旱胁迫诱导了β-葡萄糖苷酶2 (BG2)、芳樟醇合成酶(LIS)和α-法脂烯合成酶(AFS)的表达。值得注意的是,AFS和BG2与挥发性变异的相关性强于其他6个基因。本研究为高香气WBT的生产提供了理论指导。
{"title":"Dynamic changes of volatile, β-glucosidase enzyme activity and regulatory gene expression during the processing of Wuyi black tea","authors":"Li Lu ,&nbsp;Xi Cheng ,&nbsp;Jinxian Liu ,&nbsp;Yutao Shi ,&nbsp;Feiquan Wang ,&nbsp;Hua Feng ,&nbsp;Yufei Chen ,&nbsp;Shifu Ma ,&nbsp;Xinghui Li ,&nbsp;Jianghua Ye","doi":"10.1016/j.jfca.2026.108964","DOIUrl":"10.1016/j.jfca.2026.108964","url":null,"abstract":"<div><div>Wuyi black tea (WBT) is the origin of black tea, with a history of over 4 centuries. Headspace solid-phase microextraction (HS-SPME) coupled with gas chromatography–mass spectrometry (GC-MS) was employed to investigate the dynamic changes of volatile compounds. And, the contributions of <em>β</em>-glucosidase and key genes underlying the aroma formation were also illuminated. Totally, 94 volatile compounds were detected in WBT processing. Except for heterocyclic compounds and aldehydes, other volatile categories reached the peak at withering. Most of characteristic volatile compounds are accumulated during the withering or rolling stage. Therefore, withering and rolling are assumed to be key bases for the aroma formation. Interestingly, the content variation of several characteristic volatile compounds such as (<em>Z,E</em>)-<em>α</em>-farnesene, and total alcohols was basically in accordance with that of the <em>β</em>-glucosidase enzyme activity. Besides, aroma-related genes including <em>β-glucosidase 1 (BG1), 3-hydroxy-3-methylglutaryl-Co A Reductase (HMGR), germacrene D synthase (GES), nerolidol synthase (NES) and 3-hydroxy-3-methylglutaryl-Co A synthase (HMGS)</em> showed similar expression patterns. Their expression levels were found to be upregulated in F8, with <em>NES</em> exhibiting a remarkable 350-folds increase. During withering, the expression of <em>β-glucosidase 2 (BG2)</em>, <em>linalool synthase (LIS)</em> and <em>α-farnesene synthase</em> (<em>AFS)</em> was induced by drought stress. Notably, <em>AFS</em> and <em>BG2</em> demonstrated stronger correlations with volatile variations than other 6 genes. Collectively, our study establishes a theoretical guidance for producing high-aroma WBT.</div></div>","PeriodicalId":15867,"journal":{"name":"Journal of Food Composition and Analysis","volume":"151 ","pages":"Article 108964"},"PeriodicalIF":4.6,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146076093","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
Optimization of ultrasound-assisted extraction and development of an HPLC method for simultaneous determination of thirteen flavonoids in mulberry (Fructus Mori) 桑葚(Fructus Mori)中13种黄酮的超声辅助提取优化及HPLC同时测定方法的建立
IF 4.6 2区 农林科学 Q2 CHEMISTRY, APPLIED Pub Date : 2026-03-01 Epub Date: 2026-02-14 DOI: 10.1016/j.jfca.2026.108988
Guang Yang , Xinlei Wang , Ling Li , Shuai Huang , LiYing Cao , Zhiheng Feng , Mengqi Li , Jiangting Wu , Shuchang Wang , Nan Chao , Li Liu
This study established an integrated methodological framework for the efficient extraction and comprehensive analysis of flavonoids from mulberry (Morus alba L.). A high-performance liquid chromatography (HPLC) method was developed to simultaneously separate and identify 13 flavonoid components, including rutin, quercetin, kaempferol, and naringin, as well as their derivatives. Using seven representative flavonoids as standards, the ultrasonic-assisted extraction process was systematically optimized through single-factor and orthogonal experimental designs, followed by response surface methodology. The optimal extraction conditions were determined as follows: 80 % ethanol (v/v), an extraction time of 60 min, a solid-liquid ratio of 1:2.5 (g mL⁻¹), and a temperature of 40℃, conducted over two cycles. This optimized protocol achieved a high total flavonoid extraction yield of 84.96 %. The newly established HPLC protocol, employing a C18 column with gradient elution and dual-wavelength detection, demonstrated excellent stability and reproducibility in detecting target compounds across multiple mulberry samples. This approach features simple operation and high time efficiency. The optimized parameters suggest a profile compatible with potential scale-up, though direct evidence from pilot-scale tests and economic analysis would be required to confirm its practical industrial feasibility. Nonetheless, it provides a valuable methodological reference for the efficient extraction of natural active substances.
本研究为桑树黄酮的高效提取和综合分析建立了一个完整的方法学框架。建立了高效液相色谱法,同时分离鉴定芦丁、槲皮素、山奈酚、柚皮苷等13种黄酮类化合物及其衍生物。以7种代表性黄酮类化合物为标准,通过单因素试验设计和正交试验设计,采用响应面法对超声辅助提取工艺进行了系统优化。最佳提取条件为:80%乙醇(v/v),提取时间60min,料液比1:2.5 (g mL⁻¹),温度40℃,2个循环。优化后的方案总黄酮提取率达到84.96%。新建立的高效液相色谱方法采用C18柱梯度洗脱和双波长检测,在多种桑树样品中检测目标化合物具有良好的稳定性和重复性。该方法操作简单,时间效率高。优化后的参数表明,其轮廓与潜在的扩大规模相兼容,但需要来自中试规模试验和经济分析的直接证据来确认其实际工业可行性。为有效提取天然活性物质提供了有价值的方法参考。•响应面法优化桑树类黄酮提取效率,生态友好,可扩展的可操作性。•一种新的双波长高效液相色谱法同时分离并鉴定了13种类黄酮化合物。•通过稳定性试验和统计分析证实了方法的重复性和可靠性。
{"title":"Optimization of ultrasound-assisted extraction and development of an HPLC method for simultaneous determination of thirteen flavonoids in mulberry (Fructus Mori)","authors":"Guang Yang ,&nbsp;Xinlei Wang ,&nbsp;Ling Li ,&nbsp;Shuai Huang ,&nbsp;LiYing Cao ,&nbsp;Zhiheng Feng ,&nbsp;Mengqi Li ,&nbsp;Jiangting Wu ,&nbsp;Shuchang Wang ,&nbsp;Nan Chao ,&nbsp;Li Liu","doi":"10.1016/j.jfca.2026.108988","DOIUrl":"10.1016/j.jfca.2026.108988","url":null,"abstract":"<div><div>This study established an integrated methodological framework for the efficient extraction and comprehensive analysis of flavonoids from mulberry (<em>Morus alba</em> L.). A high-performance liquid chromatography (HPLC) method was developed to simultaneously separate and identify 13 flavonoid components, including rutin, quercetin, kaempferol, and naringin, as well as their derivatives. Using seven representative flavonoids as standards, the ultrasonic-assisted extraction process was systematically optimized through single-factor and orthogonal experimental designs, followed by response surface methodology. The optimal extraction conditions were determined as follows: 80 % ethanol (v/v), an extraction time of 60 min, a solid-liquid ratio of 1:2.5 (g mL⁻¹), and a temperature of 40℃, conducted over two cycles. This optimized protocol achieved a high total flavonoid extraction yield of 84.96 %. The newly established HPLC protocol, employing a C18 column with gradient elution and dual-wavelength detection, demonstrated excellent stability and reproducibility in detecting target compounds across multiple mulberry samples. This approach features simple operation and high time efficiency. The optimized parameters suggest a profile compatible with potential scale-up, though direct evidence from pilot-scale tests and economic analysis would be required to confirm its practical industrial feasibility. Nonetheless, it provides a valuable methodological reference for the efficient extraction of natural active substances.</div></div>","PeriodicalId":15867,"journal":{"name":"Journal of Food Composition and Analysis","volume":"151 ","pages":"Article 108988"},"PeriodicalIF":4.6,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147381530","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
A collaborative study to validate in vitro assays for protein digestibility assessment using pH-drop and pH-stat methods 利用pH-drop和pH-stat方法验证体外蛋白质消化率评估的合作研究
IF 4.6 2区 农林科学 Q2 CHEMISTRY, APPLIED Pub Date : 2026-03-01 Epub Date: 2026-01-20 DOI: 10.1016/j.jfca.2026.108918
Erin M. Goldberg , Amanda G.A. Sá , Adam J. Franczyk , Elaine S. Krul , Barbara Lyle , Mingyan Jing , Fiona Liu , Xin Wu , Nandika Bandara , Guillaume Brisson , Vicenta Garcia Campayo , Lingyun Chen , Sharon Hooper , Lamia L'Hocine , Mike Nickerson , Matthew Nosworthy , James D. House
The diversification of protein sources used in food formulation has increased the need to assess protein quality beyond traditional food forms. Protein digestibility is a key component of the Protein Digestibility Corrected Amino Acid Score (PDCAAS), the regulatory metric derived from rodent bioassays. Ethical concerns and the high cost of animal testing limit the ability of food formulators to screen protein ingredients and evaluate processing effects on digestibility. Findings from an international collaborative study are presented to position two in vitro methods, the pH-drop and pH-stat assays, as accredited approaches for determining protein digestibility. Nine laboratories participated in the study and analyzed 12 protein ingredients. Relative standard deviations for repeatability ranged from 0.8 to 2.1 % and 0.5–4.8 %, while reproducibility ranged from 1.2 to 3.6 % and 1.1–4.9 % for the pH-drop and pH-stat methods, respectively. Comparison between the two assays demonstrated strong correlation and moderate agreement, with the pH-stat assay yielding slightly lower digestibility values. In vitro protein digestibility coefficients aligned well with literature reported true faecal protein digestibility values for comparable, non-identical protein ingredients. Both methods received official AOCS Uniform Methods Committee approval, offering simple, affordable, reliable, and ethical tools to support informed decisions on protein digestibility during food formulation.
食品配方中使用的蛋白质来源的多样化增加了评估传统食品形式以外的蛋白质质量的需要。蛋白质消化率是蛋白质消化率校正氨基酸评分(PDCAAS)的关键组成部分,PDCAAS是来自啮齿动物生物测定的调节指标。伦理问题和动物试验的高成本限制了食品配方师筛选蛋白质成分和评估加工对消化率的影响的能力。一项国际合作研究的结果提出了定位两种体外方法,pH-drop和pH-stat测定,作为确定蛋白质消化率的认可方法。9个实验室参与了这项研究,分析了12种蛋白质成分。重复性的相对标准偏差为0.8 ~ 2.1 %和0.5 ~ 4.8 %,pH-drop法和pH-stat法的重复性为1.2 ~ 3.6 %和1.1 ~ 4.9 %。两种测定法之间的比较显示出很强的相关性和适度的一致性,pH-stat测定法产生的消化率值略低。体外蛋白质消化率系数与文献报道的可比较的、不相同的蛋白质成分的真实粪便蛋白质消化率值一致。这两种方法都获得了AOCS统一方法委员会的正式批准,提供了简单、负担得起、可靠和合乎道德的工具,以支持在食品配方过程中对蛋白质消化率的知情决策。
{"title":"A collaborative study to validate in vitro assays for protein digestibility assessment using pH-drop and pH-stat methods","authors":"Erin M. Goldberg ,&nbsp;Amanda G.A. Sá ,&nbsp;Adam J. Franczyk ,&nbsp;Elaine S. Krul ,&nbsp;Barbara Lyle ,&nbsp;Mingyan Jing ,&nbsp;Fiona Liu ,&nbsp;Xin Wu ,&nbsp;Nandika Bandara ,&nbsp;Guillaume Brisson ,&nbsp;Vicenta Garcia Campayo ,&nbsp;Lingyun Chen ,&nbsp;Sharon Hooper ,&nbsp;Lamia L'Hocine ,&nbsp;Mike Nickerson ,&nbsp;Matthew Nosworthy ,&nbsp;James D. House","doi":"10.1016/j.jfca.2026.108918","DOIUrl":"10.1016/j.jfca.2026.108918","url":null,"abstract":"<div><div>The diversification of protein sources used in food formulation has increased the need to assess protein quality beyond traditional food forms. Protein digestibility is a key component of the Protein Digestibility Corrected Amino Acid Score (PDCAAS), the regulatory metric derived from rodent bioassays. Ethical concerns and the high cost of animal testing limit the ability of food formulators to screen protein ingredients and evaluate processing effects on digestibility. Findings from an international collaborative study are presented to position two <em>in vitro</em> methods, the pH-drop and pH-stat assays, as accredited approaches for determining protein digestibility. Nine laboratories participated in the study and analyzed 12 protein ingredients. Relative standard deviations for repeatability ranged from 0.8 to 2.1 % and 0.5–4.8 %, while reproducibility ranged from 1.2 to 3.6 % and 1.1–4.9 % for the pH-drop and pH-stat methods, respectively. Comparison between the two assays demonstrated strong correlation and moderate agreement, with the pH-stat assay yielding slightly lower digestibility values. <em>In vitro</em> protein digestibility coefficients aligned well with literature reported true faecal protein digestibility values for comparable, non-identical protein ingredients. Both methods received official AOCS Uniform Methods Committee approval, offering simple, affordable, reliable, and ethical tools to support informed decisions on protein digestibility during food formulation.</div></div>","PeriodicalId":15867,"journal":{"name":"Journal of Food Composition and Analysis","volume":"151 ","pages":"Article 108918"},"PeriodicalIF":4.6,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146026251","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
Multimodal deep learning for oil content prediction in Camellia oleifera fruits using image, morphometric, and categorical features 基于图像、形态计量和分类特征的多模态深度学习预测油茶果实含油量
IF 4.6 2区 农林科学 Q2 CHEMISTRY, APPLIED Pub Date : 2026-03-01 Epub Date: 2026-02-13 DOI: 10.1016/j.jfca.2026.108995
Xueyan Zhu , Huaiqing Zhang , Xue Zhang , Tiantian Ye , Yili Zheng
Accurate determination of oil content is essential for food composition analysis and quality control in the Camellia oil industry, yet conventional chemical analyses are destructive and difficult to implement at large scale. In this study, a multimodal oil content prediction model (MPCM-OC) was developed as an indirect, non-destructive approach to support oil content assessment in Camellia oleifera fruits based on reference chemical measurements. The proposed framework integrates fruit images, morphometric traits (transverse diameter, longitudinal diameter, and fruit shape index), and categorical information (cultivar, maturity stage, acquisition date, and sampling location), using separate feature extraction networks and an adaptive fusion module. Seed oil content values obtained using standardized chemical analysis served as reference data. The MPCM-OC model achieved an overall coefficient of determination (R²) of 0.8353, with a mean absolute percentage error of 13.38 %, a mean absolute error of 4.52, and a root mean squared error of 6.30. Ablation and comparative analyses showed that incorporating morphometric and categorical features with image data consistently improved prediction accuracy over image-only models. The proposed framework serves as a rapid, low-cost complementary tool for preliminary screening and batch-level quality evaluation, enhancing efficiency in food composition analysis and quality control of Camellia oleifera.
在油茶油工业中,准确测定油茶油含量对食品成分分析和质量控制至关重要,但传统的化学分析具有破坏性,难以大规模实施。本研究建立了基于参考化学测量的多模态油茶含油量预测模型(MPCM-OC),为油茶果实含油量评价提供了一种间接、非破坏性的方法。该框架利用独立的特征提取网络和自适应融合模块,将水果图像、形态特征(横向直径、纵向直径和水果形状指数)和分类信息(品种、成熟期、采集日期和采样位置)集成在一起。采用标准化化学分析得到的种子含油量值作为参考数据。MPCM-OC模型总体决定系数(R²)为0.8353,平均绝对百分比误差13.38 %,平均绝对误差4.52,均方根误差6.30。消融和比较分析表明,与仅使用图像的模型相比,将形态学特征和分类特征与图像数据结合可以持续提高预测精度。该框架可作为油茶初步筛选和批级质量评价的快速、低成本补充工具,提高油茶食品成分分析和质量控制的效率。
{"title":"Multimodal deep learning for oil content prediction in Camellia oleifera fruits using image, morphometric, and categorical features","authors":"Xueyan Zhu ,&nbsp;Huaiqing Zhang ,&nbsp;Xue Zhang ,&nbsp;Tiantian Ye ,&nbsp;Yili Zheng","doi":"10.1016/j.jfca.2026.108995","DOIUrl":"10.1016/j.jfca.2026.108995","url":null,"abstract":"<div><div>Accurate determination of oil content is essential for food composition analysis and quality control in the <em>Camellia</em> oil industry, yet conventional chemical analyses are destructive and difficult to implement at large scale. In this study, a multimodal oil content prediction model (MPCM-OC) was developed as an indirect, non-destructive approach to support oil content assessment in <em>Camellia oleifera</em> fruits based on reference chemical measurements. The proposed framework integrates fruit images, morphometric traits (transverse diameter, longitudinal diameter, and fruit shape index), and categorical information (cultivar, maturity stage, acquisition date, and sampling location), using separate feature extraction networks and an adaptive fusion module. Seed oil content values obtained using standardized chemical analysis served as reference data. The MPCM-OC model achieved an overall coefficient of determination (<em>R</em>²) of 0.8353, with a mean absolute percentage error of 13.38 %, a mean absolute error of 4.52, and a root mean squared error of 6.30. Ablation and comparative analyses showed that incorporating morphometric and categorical features with image data consistently improved prediction accuracy over image-only models. The proposed framework serves as a rapid, low-cost complementary tool for preliminary screening and batch-level quality evaluation, enhancing efficiency in food composition analysis and quality control of <em>Camellia oleifera</em>.</div></div>","PeriodicalId":15867,"journal":{"name":"Journal of Food Composition and Analysis","volume":"151 ","pages":"Article 108995"},"PeriodicalIF":4.6,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147421713","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
期刊
Journal of Food Composition and Analysis
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1