The quality variation of Goji berry across cultivated zones leaded to an urgent requirement of geographical discrimination. Classical untargeted to targeted strategy faced with the problem of reducing prediction capability. Here, a new untargeted to targeted transition strategy was proposed. At first, the AntDAS-GCMS was used for automatically resolving compounds in untargeted metabolic profiling data to initialize a biomarker set. Compounds with similar chemical structures and/or homologous metabolic pathways were introduced to enhance the coverage of biomarker set, which were used to construct an MRM-based targeted metabolomics method. Quantitative analysis revealed that, proline was dramatically higher in Gansu (252.31 ± 310.68 μg/g) than Ningxia (1.85 ± 4.56 μg/g) and Xinjiang (0.08 ± 0.18 μg/g); cellobiose showed 4.2-fold higher concentration in Xinjiang (84.32 ± 28.54 μg/g) than Ningxia (20.32 ± 3.90 μg/g); glucose was increased in Ningxia (5255.56 ± 425.48 μg/g). The developed strategy achieved >96% prediction accuracy for Goji berries from different zones, outperforming classical untargeted-to-targeted approaches (>91%).
{"title":"A combination of automatic untargeted metabolic profiling analysis with targeted metabolomics to enhance geographical discrimination of <i>Goji</i> berry.","authors":"Long-He Wang, Yan-Jin Wen, Wen-Xin Wang, Meng Zhai, Shu-Fang Li, Qing-Xia Zheng, Ping-Ping Liu, Yao Zhang, Yi Lv, Hui-Na Zhou, Yong-Jie Yu","doi":"10.1016/j.fochx.2026.103549","DOIUrl":"10.1016/j.fochx.2026.103549","url":null,"abstract":"<p><p>The quality variation of <i>Goji</i> berry across cultivated zones leaded to an urgent requirement of geographical discrimination. Classical untargeted to targeted strategy faced with the problem of reducing prediction capability. Here, a new untargeted to targeted transition strategy was proposed. At first, the AntDAS-GCMS was used for automatically resolving compounds in untargeted metabolic profiling data to initialize a biomarker set. Compounds with similar chemical structures and/or homologous metabolic pathways were introduced to enhance the coverage of biomarker set, which were used to construct an MRM-based targeted metabolomics method. Quantitative analysis revealed that, proline was dramatically higher in Gansu (252.31 ± 310.68 μg/g) than Ningxia (1.85 ± 4.56 μg/g) and Xinjiang (0.08 ± 0.18 μg/g); cellobiose showed 4.2-fold higher concentration in Xinjiang (84.32 ± 28.54 μg/g) than Ningxia (20.32 ± 3.90 μg/g); glucose was increased in Ningxia (5255.56 ± 425.48 μg/g). The developed strategy achieved >96% prediction accuracy for <i>Goji</i> berries from different zones, outperforming classical untargeted-to-targeted approaches (>91%).</p>","PeriodicalId":12334,"journal":{"name":"Food Chemistry: X","volume":"33 ","pages":"103549"},"PeriodicalIF":8.2,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12853052/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104485","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Unique transport conditions in Tibetan regions delay the storage of yak milk, particularly during the July-August peak production period at 18 °C, promoting microbial activity and benzoic acid accumulation. This substantially heightens food safety risks associated with consumption. This study used 16S high-throughput sequencing and non-targeted metabolomics to examine the association between benzoic acid content, dominant bacterial genera, and key metabolites. At 0 h of storage (G0), the dominant genera in yak milk were Kaistella, Lactococcus, and Streptococcus. As storage extended to 12 h (G12) and 24 h (G24), Lactococcus emerged as the dominant genus and the key lactic acid bacterium producing endogenous benzoic acid. Metabolomics identified 729 differentially expressed metabolites. Amino acid metabolism is the primary enriched pathway. Myosmine, L-Methionine, L-Phenylalanine, 3-Isochromanone, and Indoline showed strong correlations with Lactococcus. This study provides a theoretical foundation for improving quality control and safety in yak milk production.
藏族地区独特的运输条件推迟了牦牛奶的储存时间,特别是在7 - 8月的18°C生产高峰期,促进了微生物活动和苯甲酸的积累。这大大增加了与消费相关的食品安全风险。本研究采用16S高通量测序和非靶向代谢组学技术检测了苯甲酸含量、优势菌属和关键代谢物之间的关系。贮藏0 h (G0)时,牦牛乳中的优势菌属为乳球菌、乳球菌和链球菌。随着贮藏时间延长至12 h (G12)和24 h (G24),乳球菌成为优势属和产生内源性苯甲酸的关键乳酸菌。代谢组学鉴定出729种差异表达的代谢物。氨基酸代谢是主要的富集途径。肌氨酸、l -蛋氨酸、l -苯丙氨酸、3-异色罗曼酮和吲哚啉与乳球菌有较强的相关性。本研究为提高牦牛奶的质量控制和安全生产提供了理论依据。
{"title":"Unveiling the correlations between benzoic acid content, key microbial genera, and metabolites during the storage and transportation of raw yak milk based on multi-omics analysis.","authors":"Yantao Guo, Yixuan Zhang, Ruiyun Wang, Yiheng Li, Longlin Wang, Chengrui Shi, Xinyun Yu, Jinxiu Ma, Weibing Zhang, Pengjie Wang, Pengcheng Wen","doi":"10.1016/j.fochx.2026.103556","DOIUrl":"10.1016/j.fochx.2026.103556","url":null,"abstract":"<p><p>Unique transport conditions in Tibetan regions delay the storage of yak milk, particularly during the July-August peak production period at 18 °C, promoting microbial activity and benzoic acid accumulation. This substantially heightens food safety risks associated with consumption. This study used 16S high-throughput sequencing and non-targeted metabolomics to examine the association between benzoic acid content, dominant bacterial genera, and key metabolites. At 0 h of storage (G0), the dominant genera in yak milk were <i>Kaistella</i>, <i>Lactococcus</i>, and <i>Streptococcus</i>. As storage extended to 12 h (G12) and 24 h (G24), <i>Lactococcus</i> emerged as the dominant genus and the key lactic acid bacterium producing endogenous benzoic acid. Metabolomics identified 729 differentially expressed metabolites. Amino acid metabolism is the primary enriched pathway. Myosmine, L-Methionine, L-Phenylalanine, 3-Isochromanone, and Indoline showed strong correlations with <i>Lactococcus</i>. This study provides a theoretical foundation for improving quality control and safety in yak milk production.</p>","PeriodicalId":12334,"journal":{"name":"Food Chemistry: X","volume":"33 ","pages":"103556"},"PeriodicalIF":8.2,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12853044/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104587","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-16DOI: 10.1016/j.fochx.2026.103547
Aygul Can , Taskeen Niaz , Arwen I.I. Tyler , Alan R. Mackie
This study compared liposomes, bilosomes, and biopolymer-coated bilosomes for trans-resveratrol (t-res) delivery, evaluating the effects of bile salts, biopolymer coatings, and oat milk (OM) on digestion behaviour, bioaccessibility, and intestinal absorption. The bioaccessibility of t-res increased by 1.82-fold with liposomes and by 2.14–2.32-fold with bilosomes. Ex vivo absorption studies using murine intestinal tissue confirmed enhanced uptake and tissue accumulation with bilosomes, reaching 16.801 μM compared to 0.400 μM for liposomes. Coating bilosomes with chitosan (CH) and polygalacturonic acid (PGA) improved stability and surface properties but reduced bioaccessibility to 8–40%, depending on biopolymer concentration. The OM influenced both initial and digestion-related properties, enhancing bioaccessibility in uncoated systems while reducing intestinal tissue accumulation of t-res. Overall, these findings indicate that bilosomes outperform liposomes for hydrophobic compound delivery; however, their performance is highly formulation-dependent and strongly influenced by food matrix interactions, underscoring the importance of consumption context in functional food design.
{"title":"Impact of bile salts, biopolymer coatings, and food matrix on bilosome-mediated delivery of trans-resveratrol","authors":"Aygul Can , Taskeen Niaz , Arwen I.I. Tyler , Alan R. Mackie","doi":"10.1016/j.fochx.2026.103547","DOIUrl":"10.1016/j.fochx.2026.103547","url":null,"abstract":"<div><div>This study compared liposomes, bilosomes, and biopolymer-coated bilosomes for trans-resveratrol (<em>t</em>-res) delivery, evaluating the effects of bile salts, biopolymer coatings, and oat milk (OM) on digestion behaviour, bioaccessibility, and intestinal absorption. The bioaccessibility of <em>t</em>-res increased by 1.82-fold with liposomes and by 2.14–2.32-fold with bilosomes. <em>Ex vivo</em> absorption studies using murine intestinal tissue confirmed enhanced uptake and tissue accumulation with bilosomes, reaching 16.801 μM compared to 0.400 μM for liposomes. Coating bilosomes with chitosan (CH) and polygalacturonic acid (PGA) improved stability and surface properties but reduced bioaccessibility to 8–40%, depending on biopolymer concentration. The OM influenced both initial and digestion-related properties, enhancing bioaccessibility in uncoated systems while reducing intestinal tissue accumulation of <em>t</em>-res. Overall, these findings indicate that bilosomes outperform liposomes for hydrophobic compound delivery; however, their performance is highly formulation-dependent and strongly influenced by food matrix interactions, underscoring the importance of consumption context in functional food design.</div></div>","PeriodicalId":12334,"journal":{"name":"Food Chemistry: X","volume":"34 ","pages":"Article 103547"},"PeriodicalIF":8.2,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146001803","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-16DOI: 10.1016/j.fochx.2026.103510
Zhiqin Zhang , Yongke Deng , Jingxuan Wang , Peipei Dou , Hongbing Fan , Xiangquan Zeng , Xinguang Fan , Haimei Liu , Qin Zhao
This study identified three novel anti-inflammatory peptides from sea cucumber gonad hydrolysates: GDRGF, FDGPEGPRGPPGSEGRQG, and PSNLGTGLR. In vitro experiments demonstrated that these peptides, at concentrations ranging from 25 to 400 μg/mL, exhibited no cytotoxicity toward RAW264.7 macrophages and significantly promoted cell proliferation (P < 0.05). In an lipopolysaccharide (LPS)-induced inflammation model, all three peptides markedly suppressed the secretion of nitric oxide (NO) and pro-inflammatory cytokines (P < 0.05), with GDRGF exhibiting the highest NO inhibition rate of 62.89%. Molecular docking results confirmed that the three peptides interact with Toll-like receptors 2 and 4 receptors via hydrogen bonding and hydrophobic interactions. Analysis of key residues suggested that internal or C-terminal arginine (R) may enhance anti-inflammatory activity by inhibiting NO production and blocking LPS signaling pathways. This study provides an efficient screening strategy for marine-derived anti-inflammatory peptides and lays a theoretical foundation for developing anti-inflammatory functional foods from sea cucumber gonads.
{"title":"Screening and identification of novel anti-inflammatory peptides from sea cucumber gonads: In silico and in vitro analysis","authors":"Zhiqin Zhang , Yongke Deng , Jingxuan Wang , Peipei Dou , Hongbing Fan , Xiangquan Zeng , Xinguang Fan , Haimei Liu , Qin Zhao","doi":"10.1016/j.fochx.2026.103510","DOIUrl":"10.1016/j.fochx.2026.103510","url":null,"abstract":"<div><div>This study identified three novel anti-inflammatory peptides from sea cucumber gonad hydrolysates: GDRGF, FDGPEGPRGPPGSEGRQG, and PSNLGTGLR. In vitro experiments demonstrated that these peptides, at concentrations ranging from 25 to 400 μg/mL, exhibited no cytotoxicity toward RAW264.7 macrophages and significantly promoted cell proliferation (<em>P</em> < 0.05). In an lipopolysaccharide (LPS)-induced inflammation model, all three peptides markedly suppressed the secretion of nitric oxide (NO) and pro-inflammatory cytokines (<em>P</em> < 0.05), with GDRGF exhibiting the highest NO inhibition rate of 62.89%. Molecular docking results confirmed that the three peptides interact with Toll-like receptors 2 and 4 receptors via hydrogen bonding and hydrophobic interactions. Analysis of key residues suggested that internal or C-terminal arginine (R) may enhance anti-inflammatory activity by inhibiting NO production and blocking LPS signaling pathways. This study provides an efficient screening strategy for marine-derived anti-inflammatory peptides and lays a theoretical foundation for developing anti-inflammatory functional foods from sea cucumber gonads.</div></div>","PeriodicalId":12334,"journal":{"name":"Food Chemistry: X","volume":"34 ","pages":"Article 103510"},"PeriodicalIF":8.2,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146036967","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-16DOI: 10.1016/j.fochx.2025.103469
Mo Ding , Shanshan Meng , Lei Hu , Hongyan Wang , Jianjian Huang , Fengnian Wu , Zhengchao Yu , Jean W.H. Yong , Hui Zhu , Zhong Hu
Processing techniques determine the quality of tea. This study elucidates the impact of refiring process on Fenghuang Dancong Tea (FDT) under controlled experimental conditions by integrating sensory evaluation, non-targeted metabolomics (UPLC-MS/MS), and flavoromics (HS-SPME-GC × GC-TOF-MS). The results indicate that the decrease in polyphenols of the FDT mainly resulted from their transformation through the phenylpropanoid biosynthesis pathway during refiring, thereby reducing the bitterness and astringency of the tea while enhancing its sweetness. Although volatile diversity decreased with higher temperatures, the content of key aroma-contributing hydrocarbons and ketones peaked at 90 °C. Relative odor activity value (ROAV) analysis identified 9 key aroma compounds (ROAV ≥1), with 2-methyl-butanal, (E)-2-nonenal, 2-pentyl-furan, and 2,3-butanedione being the most impactful. This study provided a comprehensive investigation into metabolite changes during the refiring process of FDT, contributing valuable insights for precisely utilizing the refiring technique to improve the quality of tea.
{"title":"Metabolomic analysis of quality improvement through refiring in Fenghuang Dancong tea","authors":"Mo Ding , Shanshan Meng , Lei Hu , Hongyan Wang , Jianjian Huang , Fengnian Wu , Zhengchao Yu , Jean W.H. Yong , Hui Zhu , Zhong Hu","doi":"10.1016/j.fochx.2025.103469","DOIUrl":"10.1016/j.fochx.2025.103469","url":null,"abstract":"<div><div>Processing techniques determine the quality of tea. This study elucidates the impact of refiring process on Fenghuang Dancong Tea (FDT) under controlled experimental conditions by integrating sensory evaluation, non-targeted metabolomics (UPLC-MS/MS), and flavoromics (HS-SPME-GC × GC-TOF-MS). The results indicate that the decrease in polyphenols of the FDT mainly resulted from their transformation through the phenylpropanoid biosynthesis pathway during refiring, thereby reducing the bitterness and astringency of the tea while enhancing its sweetness. Although volatile diversity decreased with higher temperatures, the content of key aroma-contributing hydrocarbons and ketones peaked at 90 °C. Relative odor activity value (ROAV) analysis identified 9 key aroma compounds (ROAV ≥1), with 2-methyl-butanal, (E)-2-nonenal, 2-pentyl-furan, and 2,3-butanedione being the most impactful. This study provided a comprehensive investigation into metabolite changes during the refiring process of FDT, contributing valuable insights for precisely utilizing the refiring technique to improve the quality of tea.</div></div>","PeriodicalId":12334,"journal":{"name":"Food Chemistry: X","volume":"34 ","pages":"Article 103469"},"PeriodicalIF":8.2,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146037006","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-16eCollection Date: 2026-01-01DOI: 10.1016/j.fochx.2026.103553
Qingyang Zhang, Meiyu Zheng, Zhen Lu, Kangyu Zhao, Shu Wang, Bin Li, Zhigang Hu, Sihong Zhang, Dongping He, Fenfen Lei, Li Zhou
Emulsification was found to enhance the nutritional value and flavor of bovine bone broth, although the specific processing conditions and their impact on amino acid profiles and flavor compounds remained unclear. To address this knowledge gap, this study identified critical parameters for producing clear broth (simmering time of 4 h, temperature of 115 °C, bone size of 4.0 cm, and liquid-to-solid ratio of 1:4) and established optimal conditions for white broth (a shear rate of 5000 r/min, emulsification pressure of 18 kPa, temperature of 50 °C, and duration of 90.0 min). Analysis identified 17 amino acids in both broths, while volatile compound profiling revealed 57 and 64 distinct compounds in the clear and white broths, respectively. The findings provide a theoretical foundation for the high-value utilization of bovine bones.
{"title":"Operational parameters and key characteristics of amino acids and flavor compounds profiles of bovine bone clear and white broths.","authors":"Qingyang Zhang, Meiyu Zheng, Zhen Lu, Kangyu Zhao, Shu Wang, Bin Li, Zhigang Hu, Sihong Zhang, Dongping He, Fenfen Lei, Li Zhou","doi":"10.1016/j.fochx.2026.103553","DOIUrl":"10.1016/j.fochx.2026.103553","url":null,"abstract":"<p><p>Emulsification was found to enhance the nutritional value and flavor of bovine bone broth, although the specific processing conditions and their impact on amino acid profiles and flavor compounds remained unclear. To address this knowledge gap, this study identified critical parameters for producing clear broth (simmering time of 4 h, temperature of 115 °C, bone size of 4.0 cm, and liquid-to-solid ratio of 1:4) and established optimal conditions for white broth (a shear rate of 5000 r/min, emulsification pressure of 18 kPa, temperature of 50 °C, and duration of 90.0 min). Analysis identified 17 amino acids in both broths, while volatile compound profiling revealed 57 and 64 distinct compounds in the clear and white broths, respectively. The findings provide a theoretical foundation for the high-value utilization of bovine bones.</p>","PeriodicalId":12334,"journal":{"name":"Food Chemistry: X","volume":"33 ","pages":"103553"},"PeriodicalIF":8.2,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12853060/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104539","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-15eCollection Date: 2026-01-01DOI: 10.1016/j.fochx.2026.103511
Haomu Liao, Xiaoyue Song, Yuqin Xiong, Chunhua Ma, Hetong Lin
Tea is mainly produced with spring tea leaves. Summer and autumn tea leaves, characterized by a bitter and astringent taste, are usually discarded. Here, they were turned into osmanthus black tea, and the processing technology was optimized. Optimum process: the ratio of osmanthus to tea was 1:5.3, 16.6 h scenting, two cycles, the highest sensory score was 92.2. E-nose showed significant differences in response values among the W5S, W1W, and W2S sensors. Samples 6, 9, 11, and 12 exhibited high response values across multiple sensors. GC-MS was used to analyze volatile components in osmanthus black tea and the black tea base. A total of 259 volatile components were identified, and 14 key aroma-active compounds were screened, including β-ionone, γ-dodecalactone, γ-decalactone, phenylethanol, and linalool.
{"title":"Optimization of processing technology and analysis of aroma components of osmanthus black tea using summer and autumn tea leaves.","authors":"Haomu Liao, Xiaoyue Song, Yuqin Xiong, Chunhua Ma, Hetong Lin","doi":"10.1016/j.fochx.2026.103511","DOIUrl":"10.1016/j.fochx.2026.103511","url":null,"abstract":"<p><p>Tea is mainly produced with spring tea leaves. Summer and autumn tea leaves, characterized by a bitter and astringent taste, are usually discarded. Here, they were turned into osmanthus black tea, and the processing technology was optimized. Optimum process: the ratio of osmanthus to tea was 1:5.3, 16.6 h scenting, two cycles, the highest sensory score was 92.2. <i>E</i>-nose showed significant differences in response values among the W5S, W1W, and W2S sensors. Samples 6, 9, 11, and 12 exhibited high response values across multiple sensors. GC-MS was used to analyze volatile components in osmanthus black tea and the black tea base. A total of 259 volatile components were identified, and 14 key aroma-active compounds were screened, including β-ionone, γ-dodecalactone, γ-decalactone, phenylethanol, and linalool.</p>","PeriodicalId":12334,"journal":{"name":"Food Chemistry: X","volume":"33 ","pages":"103511"},"PeriodicalIF":8.2,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12853048/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104545","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The potential role of prickly ash extracts (PAEs) in enhancing garlic-clove shaped protein gel (GSPG)-forming capacity of mandarin fish (Siniperca chuatsi) myofibrillar protein (MP) was studied. PAEs with 0%, 20%, 60%, and 100% ethanol were utilized to systematically analyze changes in the physicochemical properties, water retention, chemical forces, and protein structure of GSPG. Results demonstrated that PAE60 (38.09 mg gallic acid equivalent/g) significantly improved gel strength and water-holding capacity compared to the control (P < 0.05). The immobilized water (23.04% decrease of relaxation time), hydrogen bonds (56.74% increase), disulfide bonds (174.31% increase), and β-sheet (49.42% increase) became significantly better than the control (P < 0.05). The gel microstructure had more orderly and compact networks with relatively increases of fractal dimension (1.83%), porosity (22.32%), and number of pores (23.66%) with statistical significances (P < 0.05). The findings could lay a theoretical groundwork for improving garlic-clove shaped fish protein with plant polyphenols.
{"title":"Enhancing garlic-clove shaped gel properties of mandarin fish (<i>Siniperca chuatsi</i>) myofibrillar protein with prickly ash extracts: Underlying roles of polyphenols.","authors":"Wanmei Li, Yingqin Zhou, Haiqiu Wei, Kexin Xiong, Yan Yan, Jingjing Huang, Ningning Xie","doi":"10.1016/j.fochx.2026.103542","DOIUrl":"10.1016/j.fochx.2026.103542","url":null,"abstract":"<p><p>The potential role of prickly ash extracts (PAEs) in enhancing garlic-clove shaped protein gel (GSPG)-forming capacity of mandarin fish (<i>Siniperca chuatsi</i>) myofibrillar protein (MP) was studied. PAEs with 0%, 20%, 60%, and 100% ethanol were utilized to systematically analyze changes in the physicochemical properties, water retention, chemical forces, and protein structure of GSPG. Results demonstrated that PAE60 (38.09 mg gallic acid equivalent/g) significantly improved gel strength and water-holding capacity compared to the control (<i>P</i> < 0.05). The immobilized water (23.04% decrease of relaxation time), hydrogen bonds (56.74% increase), disulfide bonds (174.31% increase), and <i>β</i>-sheet (49.42% increase) became significantly better than the control (<i>P</i> < 0.05). The gel microstructure had more orderly and compact networks with relatively increases of fractal dimension (1.83%), porosity (22.32%), and number of pores (23.66%) with statistical significances (<i>P</i> < 0.05). The findings could lay a theoretical groundwork for improving garlic-clove shaped fish protein with plant polyphenols.</p>","PeriodicalId":12334,"journal":{"name":"Food Chemistry: X","volume":"33 ","pages":"103542"},"PeriodicalIF":8.2,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12853064/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104517","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-14eCollection Date: 2026-01-01DOI: 10.1016/j.fochx.2026.103541
Bo Hu, Lu Sun, Haiyue Wu, Rong Hu, Zhongxin Yan
Accurately identifying grazing (GZ) and supplementary feeding (SF) patterns in yak milk is important for product authentication; however, current methodologies are often expensive and time consuming. In this study, we examined 523 milk samples of lactating yaks at four stages of SF and tested 21 machine learning algorithms to develop a rapid and cost-effective classification method using routine compositional parameters. Ensemble learning techniques performed better than others, with XGBoost having the best accuracy (92%) and AUC (0.94). Multidimensional interpretability analyses, including SHAP, PDP, and ICE, identified fat content (27.8%) and lactose (23.1%) as the most important discriminators, along with biologically meaningful interactions, such as between fat, lactose, and freezing point. This interpretable framework provides a practical, low-cost method for milk authentication of yaks using ordinary dairy analyzers, providing a methodological foundation for the establishment of standardized GZ certification systems in milk production from yaks.
{"title":"Interpretable machine learning for yak milk feeding pattern discrimination: Integrating XGBoost with multidimensional explainability analysis.","authors":"Bo Hu, Lu Sun, Haiyue Wu, Rong Hu, Zhongxin Yan","doi":"10.1016/j.fochx.2026.103541","DOIUrl":"10.1016/j.fochx.2026.103541","url":null,"abstract":"<p><p>Accurately identifying grazing (GZ) and supplementary feeding (SF) patterns in yak milk is important for product authentication; however, current methodologies are often expensive and time consuming. In this study, we examined 523 milk samples of lactating yaks at four stages of SF and tested 21 machine learning algorithms to develop a rapid and cost-effective classification method using routine compositional parameters. Ensemble learning techniques performed better than others, with XGBoost having the best accuracy (92%) and AUC (0.94). Multidimensional interpretability analyses, including SHAP, PDP, and ICE, identified fat content (27.8%) and lactose (23.1%) as the most important discriminators, along with biologically meaningful interactions, such as between fat, lactose, and freezing point. This interpretable framework provides a practical, low-cost method for milk authentication of yaks using ordinary dairy analyzers, providing a methodological foundation for the establishment of standardized GZ certification systems in milk production from yaks.</p>","PeriodicalId":12334,"journal":{"name":"Food Chemistry: X","volume":"33 ","pages":"103541"},"PeriodicalIF":8.2,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12853049/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104612","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-14eCollection Date: 2026-01-01DOI: 10.1016/j.fochx.2026.103539
Zhengwen Wang, Shangli Shi, Haitao Yu, Yuzhu Sha, Chao He, Rong Dai, Xiayan Zhou, Yajun Bai, Wenxia Cao
This study investigated the flavor differences among summer pasture-grazed (SM), winter pasture-grazed (WM) and winter stall-fed (HM) yaks using metabolomics, lipidomics and headspace-solid-phase microextraction-gas chromatography-mass spectrometry (HS-SPME-GC-MS). The SM group showed n-3 polyunsaturated fatty acids (n-3 PUFAs) were 225% and 209% higher than those in the WM and HM groups, respectively, with higher thiobarbituric acid reactive substances (TBARS) and antioxidant enzyme activities. These changes promoted the formation of (E)-2-decenal and 1-octen-3-ol, which impart green and floral aromas. Conversely, the HM group's high-energy diet increased monounsaturated fatty acids and essential amino acids (EAAs). This promoted the production of Maillard-derived furfural and maintained the oxidative-antioxidant balance, preserving nutty and tallowy flavors. The WM group exhibited off-flavors due to oxidative imbalance, lower PUFAs content, and benzaldehyde accumulation. Overall, feeding regimes shape yak flavor by modulating fatty acid and amino acid compositions and the oxidative-antioxidant balance. This study provides a scientific basis for precision nutrition strategies to optimize flavor in yaks.
{"title":"Metabolic and oxidative mechanisms underlying flavor differences in yak meat across seasonal grazing-housing regimes: Evidence from integrated foodomics.","authors":"Zhengwen Wang, Shangli Shi, Haitao Yu, Yuzhu Sha, Chao He, Rong Dai, Xiayan Zhou, Yajun Bai, Wenxia Cao","doi":"10.1016/j.fochx.2026.103539","DOIUrl":"10.1016/j.fochx.2026.103539","url":null,"abstract":"<p><p>This study investigated the flavor differences among summer pasture-grazed (SM), winter pasture-grazed (WM) and winter stall-fed (HM) yaks using metabolomics, lipidomics and headspace-solid-phase microextraction-gas chromatography-mass spectrometry (HS-SPME-GC-MS). The SM group showed n-3 polyunsaturated fatty acids (n-3 PUFAs) were 225% and 209% higher than those in the WM and HM groups, respectively, with higher thiobarbituric acid reactive substances (TBARS) and antioxidant enzyme activities. These changes promoted the formation of (E)-2-decenal and 1-octen-3-ol, which impart green and floral aromas. Conversely, the HM group's high-energy diet increased monounsaturated fatty acids and essential amino acids (EAAs). This promoted the production of Maillard-derived furfural and maintained the oxidative-antioxidant balance, preserving nutty and tallowy flavors. The WM group exhibited off-flavors due to oxidative imbalance, lower PUFAs content, and benzaldehyde accumulation. Overall, feeding regimes shape yak flavor by modulating fatty acid and amino acid compositions and the oxidative-antioxidant balance. This study provides a scientific basis for precision nutrition strategies to optimize flavor in yaks.</p>","PeriodicalId":12334,"journal":{"name":"Food Chemistry: X","volume":"33 ","pages":"103539"},"PeriodicalIF":8.2,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12853051/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104567","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}