Metabolomic Analysis Reveals the Linkage between Sleep-Enhancing Effects and Metabolite Biomarkers and Pathways of Different Casein Hydrolysates in Chronic Unpredictable Mild Stressed Mice

被引:2
作者
Qian, Jingjing [1 ,3 ]
Zheng, Lin [1 ]
Hong, Zishan [1 ]
Zhao, Mouming [1 ,2 ,3 ]
机构
[1] South China Univ Technol, Sch Food Sci & Engn, Guangzhou 510640, Peoples R China
[2] Jiangsu Univ, Int Res Ctr Food Nutr & Safety, Zhenjiang 212013, Peoples R China
[3] Guangdong Food Green Proc & Nutr Regulat Technol R, Guangzhou 510650, Peoples R China
基金
中国国家自然科学基金;
关键词
Casein hydrolysates; sleep; metabolomics; Metabolite biomarkers; mechanisms; BEHAVIOR; ANXIETY; MECHANISMS; PROLINE; PROTEIN; CAMP;
D O I
10.1021/acs.jafc.4c07140
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Casein hydrolysates have been proven to exert varying sleep-enhancing and anxiolytic effects due to their distinct release of potential peptides. However, their underlying sleep-enhancing mechanisms at the metabolic level remain unclear. This study aims to investigate the potential sleep-enhancing mechanism of casein hydrolysates through an integrated approach of untargeted and targeted metabolomics in CUMS-induced anxiety mice for the first time. The results showed seven potential biomarkers were identified and screened using orthogonal partial least-squares discriminant analysis, random forest model, and pathway analysis, including ornithine, l-proline, l-prolinamide, inhibitory neurotransmitters gamma-aminobutyric acid, 5-HIAA, fumaric acid, and 4-oxoglutaramate. Moreover, casein hydrolysates exerted sleep-enhancing effects through multiple metabolic pathways, mainly including the GABAergic system, tryptophan metabolism, and cAMP response signaling pathway, which was validated by targeted metabolomics and vital protein expressions. It was interesting that casein hydrolysates with diverse representative peptide compositions exhibited varying activity, which could be attributed to distinct alterations in metabolites via different pathways.
引用
收藏
页码:25675 / 25689
页数:15
相关论文
共 49 条
[1]   The Anxiolytic-like Properties of a Tryptic Hydrolysate of Bovine αs1 Casein Containing α-Casozepine Rely on GABAA Receptor Benzodiazepine Binding Sites but Not the Vagus Nerve [J].
Benoit, Simon ;
Chaumontet, Catherine ;
Violle, Nicolas ;
Boulier, Audrey ;
Hafeez, Zeeshan ;
Cakir-Kiefer, Celine ;
Tome, Daniel ;
Schwarz, Jessica ;
Miclo, Laurent .
NUTRIENTS, 2022, 14 (11)
[2]   Identification of proline, 1-pyrroline-5-carboxylate and glutamic acid as biomarkers of depression reflecting brain metabolism using carboxylomics, a new metabolomics method [J].
Bian, Xiqing ;
Zhou, Na ;
Zhao, Yiran ;
Fang, Yichao ;
Li, Na ;
Zhang, Xin ;
Wang, Xuan ;
Li, Yunxia ;
Wu, Jian-Lin ;
Zhou, Tingting .
PSYCHIATRY AND CLINICAL NEUROSCIENCES, 2023, 77 (04) :196-204
[3]   CAMP and protein kinase A modulate cholinergic rapid eye movement sleep generation [J].
Capece, ML ;
Lydic, R .
AMERICAN JOURNAL OF PHYSIOLOGY-REGULATORY INTEGRATIVE AND COMPARATIVE PHYSIOLOGY, 1997, 273 (04) :R1430-R1440
[4]   Ferulic acid and feruloylated oligosaccharides alleviate anxiety and depression symptom via regulating gut microbiome and microbial metabolism [J].
Deng, Lijing ;
Zhou, Xingyi ;
Tao, Gabriel ;
Hao, Wenzhi ;
Wang, Lu ;
Lan, Zhifang ;
Song, Yuan ;
Wu, Mansi ;
Huang, Jun-qing .
FOOD RESEARCH INTERNATIONAL, 2022, 162
[5]   BDNF Overexpression in the Ventral Hippocampus Promotes Antidepressant- and Anxiolytic-Like Activity in Serotonin Transporter Knockout Rats [J].
Diniz, Danielle M. ;
Calabrese, Francesca ;
Brivio, Paola ;
Riva, Marco A. ;
Grandjean, Joanes ;
Homberg, Judith R. .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (09)
[6]   The Role of Brain-Derived Neurotrophic Factor Signaling in Central Nervous System Disease Pathogenesis [J].
Dou, Shu-Hui ;
Cui, Yu ;
Huang, Shu-Ming ;
Zhang, Bo .
FRONTIERS IN HUMAN NEUROSCIENCE, 2022, 16
[7]   Chronic stress followed by social isolation promotes depressive-like behaviour, alters microglial and astrocyte biology and reduces hippocampal neurogenesis in male mice [J].
Du Preez, Andrea ;
Onorato, Diletta ;
Eiben, Inez ;
Musaelyan, Ksenia ;
Egeland, Martin ;
Zunszain, Patricia A. ;
Fernandes, Cathy ;
Thuret, Sandrine ;
Pariante, Carmine M. .
BRAIN BEHAVIOR AND IMMUNITY, 2021, 91 :24-47
[8]   Metabolomics Analysis of the Prefrontal Cortex in a Rat Chronic Unpredictable Mild Stress Model of Depression [J].
Duan, Lihua ;
Fan, Rong ;
Li, Teng ;
Yang, Zhaoyu ;
Hu, En ;
Yu, Zhe ;
Tian, Jing ;
Luo, Weikang ;
Zhang, Chunhu .
FRONTIERS IN PSYCHIATRY, 2022, 13
[9]   Develop a stepwise integrated method to screen biomarkers of Baihe-Dihuang Tang on the treatment of depression in rats applying with composition screened, untargeted, and targeted metabolomics analysis [J].
Gu, Shuo ;
Mou, Tingting ;
Chen, Jian ;
Wang, Jing ;
Zhang, Ying ;
Cui, Meirong ;
Hao, Wenqian ;
Sun, Yue ;
Zhang, Chengqin ;
Zhao, Tiantian ;
Wei, Binbin .
JOURNAL OF SEPARATION SCIENCE, 2022, 45 (10) :1656-1671
[10]   Intracerebroventricular injection of L-proline and D-proline induces sedative and hypnotic effects by different mechanisms under an acute stressful condition in chicks [J].
Hamasu, K. ;
Shigemi, K. ;
Tsuneyoshi, Y. ;
Yamane, H. ;
Sato, H. ;
Denbow, D. M. ;
Furuse, M. .
AMINO ACIDS, 2010, 38 (01) :57-64