In-depth discovery and taste presentation mechanism studies on umami peptides derived from fermented sea bass based on peptidomics and machine learning
文献类型： 外文期刊
作者： Wang, Chunxin 1 ; Wu, Yanyan 1 ; Xiang, Huan 1 ; Chen, Shengjun 1 ; Zhao, Yongqiang 1 ; Cai, Qiuxing 2 ; Wang, Di 1 ; Wang, Yueqi 1 ;
作者机构： 1.Chinese Acad Fishery Sci, South China Sea Fisheries Res Inst, Natl R&D Ctr Aquat Prod Proc, Key Lab Aquat Prod Proc,Minist Agr & Rural Affairs, Guangzhou 510300, Peoples R China
2.Beibu Gulf Univ, Guangxi Coll, Qinzhou 535000, Guangxi, Peoples R China
3.Univ Key Lab Dev & High value Utilizat Buibu Gulf, Beibu Gulf Univ, Coll Food Engn, Qinzhou 535000, Guangxi, Peoples R China
4.Jiangsu Ocean Univ, Coinnovat Ctr Jiangsu Marine Bioind Technol, Lianyungang 222005, Peoples R China
5.Shanghai Ocean Univ, Coll Food Sci & Technol, Shanghai 201306, Peoples R China
6.Sanya Trop Fisheries Res Inst, Key Lab Efficient Utilizat & Proc Marine Fishery, Sanya 572018, Peoples R China
关键词： Fermented sea bass; Machine learning; Umami peptides; Molecular docking
期刊名称：FOOD CHEMISTRY （ 影响因子：8.8； 五年影响因子：8.6 ）
ISSN： 0308-8146
年卷期： 2024 年 448 卷
页码：
收录情况： SCI
摘要： Umami peptides originating from fermented sea bass impart a distinctive flavor to food. Nevertheless, large-scale and rapid screening for umami peptides using conventional techniques is challenging because of problems such as prolonged duration and complicated operation. Therefore, we aimed to screen fermented sea bass using peptidomics and machine learning approaches. The taste presentation mechanism of umami peptides was assessed by molecular docking of T1R1/T1R3. Seventy umami peptides identified in fermented sea bass predominantly originated from 28 precursor proteins, including troponin, myosin, motor protein, and creatine kinase. Six umami peptides with the lowest energies formed stable complexes by binding to T1R3. SER170, SER147, GLN389, and HIS145 are critical binding sites for T1R1/T1R3. Four dominant interacting surface forces were identified: aromatic interactions, hydrogen bonding, hydrophilic bonds, and solvent -accessible surfaces. Our study unveils a method to screen umami peptides efficiently, providing a basis for further exploration of their flavor in fermented sea bass.
- 相关文献
作者其他论文 更多>>
-
Exploring the key flavor compounds and aroma profiles in traditionally fermented golden pompano (Trachinotus ovatus): Perspective from molecular sensory science
作者：Li, Yujie;Wu, Yanyan;Chen, Shengjun;Zhao, Yongqiang;Li, Chunsheng;Xiang, Huan;Wang, Di;Wang, Yueqi;Li, Yujie;Wu, Yanyan;Chen, Shengjun;Zhao, Yongqiang;Li, Chunsheng;Wang, Yueqi;Li, Yujie
关键词：Fermented golden pompano; Molecular sensory science; Gas chromatography-olfactometry-mass spectrometry; Aroma dilution analysis; Aroma recombination; Omission experiments; Omission experiments
-
Effect of myosin-kappa carrageenan pickering emulsions on the quality of bighead carp surimi gels
作者：Ren, Zhongyang;Huang, Xianglan;Shi, Linfan;Yang, Shen;Jin, Ritian;Lin, Rong;Zhang, Yucang;Weng, Wuyin;Zhao, Yongqiang;Liu, Shuji;Liu, Zhiyu;Zhao, Yongqiang
关键词：Kappa carrageenan; Myosin; Pickering emulsions; Aristichthys nobilis; Surimi
-
Stable emulsion produced by thermal modified coconut (Cocos nucifera L.) globulins-xanthan gum for protection of curcumin
作者：Ma, Jingrong;Chai, Yuan;Long, Xiaoshan;Pan, Chuang;Zhao, Yongqiang;Shi, Wenzheng;He, Rongrong;Chen, Haiming;Chai, Yuan
关键词：Heated coconut globulins; Xanthan gum; Interfacial properties; Emulsion stability; Simulated in vitro digestion
-
Unlocking the chemical basis of fermented golden pompano (Trachinotus ovatus) inoculated with indigenous Bacillus subtilis: Focus on the role of lipid oxidation on volatile flavor formation
作者：Wang, Huifang;Wu, Yanyan;Chen, Shengjun;Zhao, Yongqiang;Li, Chunsheng;Xiang, Huan;Wang, Di;Wei, Ya;Wang, Yueqi;Wu, Yanyan;Chen, Shengjun;Zhao, Yongqiang;Wang, Yueqi;Wang, Huifang
关键词：Fermented golden pompano; Bacillus subtilis; Inoculation fermentation; Volatile compound; Lipid oxidation; Metabolic pathway
-
Oyster-derived peptides as pancreatic lipase inhibitors: Kinetics, molecular interactions, and gastrointestinal stability
作者：Chen, Hui;Dong, Xiting;Zhou, Xuxia;Zhou, Mengyuan;Xu, Zhihao;Chen, Hui;Zhao, Yongqiang;Chen, Hui;Dong, Xiting;Zhou, Xuxia;Zhou, Mengyuan;Xu, Zhihao;Chen, Hui;Dong, Xiting;Zhou, Xuxia;Zhou, Mengyuan;Xu, Zhihao;Chen, Hui;Xu, Zhe
关键词：Oyster peptide; pancreatic lipase; inhibition mechanism; Molecular docking
-
Pharmacokinetics, Withdrawal Time, and Physiological Effects of Single Oral Administration of Enrofloxacin in Dybowski's Frog (Rana dybowskii)
作者：Wang, Yanan;Wang, Jing;Zhao, Ran;Li, Shaowu;Hu, Guo;Wang, Di;Wang, Yanan
关键词：
Rana dybowskii ; enrofloxacin; ciprofloxacin; pharmacokinetic; withdrawal time -
Comprehensive Evaluation of Growth Performance, Hematological Parameters, Antioxidant Capacity, Innate Immunity, and Disease Resistance in Crucian Carp (Carassius auratus) Lacking Intermuscular Bones
作者：Zhao, Ran;Zhu, Jianqiang;Li, Shaowu;Sun, Zhipeng;Zhang, Tingting;Wang, Jing;Zheng, Xianhu;Kuang, Youyi;Wang, Di
关键词：Carassius auratus; a new strain lacking intermuscular bones; growth performance; iron overload; immune function
