Integrating Metabolomics and Network Pharmacology to Explore the Mechanism of Xiao-Yao-San in the Treatment of Inflammatory Response in CUMS Mice

被引:4
作者
Zhang, Yi [1 ]
Li, Xiao-Jun [2 ]
Wang, Xin-Rong [1 ]
Wang, Xiao [3 ]
Li, Guo-Hui [1 ]
Xue, Qian-Yin [1 ]
Zhang, Ming-Jia [4 ]
Ao, Hai-Qing [1 ]
机构
[1] Guangzhou Univ Chinese Med, Sch Publ Hlth & Management, Dept Psychol, Guangzhou 511400, Peoples R China
[2] Guangzhou Univ Chinese Med, Sch Chinese Pharmaceut Sci, Guangzhou 511400, Peoples R China
[3] Guangzhou Univ Chinese Med, Dept Basic Theory TCM, Guangzhou 511400, Peoples R China
[4] Zhejiang Chinese Med Univ, Dept Basic Theory TCM, Hangzhou 310000, Peoples R China
基金
中国国家自然科学基金;
关键词
Xiao-Yao-San; CUMS; depression; inflammation; network pharmacology; metabolomics; MAJOR DEPRESSIVE DISORDER; PPAR-GAMMA; PROTEIN; STRESS; ALPHA;
D O I
10.3390/ph16111607
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
Depression can trigger an inflammatory response that affects the immune system, leading to the development of other diseases related to inflammation. Xiao-Yao-San (XYS) is a commonly used formula in clinical practice for treating depression. However, it remains unclear whether XYS has a modulating effect on the inflammatory response associated with depression. The objective of this study was to examine the role and mechanism of XYS in regulating the anti-inflammatory response in depression. A chronic unpredictable mild stress (CUMS) mouse model was established to evaluate the antidepressant inflammatory effects of XYS. Metabolomic assays and network pharmacology were utilized to analyze the pathways and targets associated with XYS in its antidepressant inflammatory effects. In addition, molecular docking, immunohistochemistry, Real-Time Quantitative Polymerase Chain Reaction (RT-qPCR), and Western Blot were performed to verify the expression of relevant core targets. The results showed that XYS significantly improved depressive behavior and attenuated the inflammatory response in CUMS mice. Metabolomic analysis revealed the reversible modulation of 21 differential metabolites by XYS in treating depression-related inflammation. Through the combination of liquid chromatography and network pharmacology, we identified seven active ingredients and seven key genes. Furthermore, integrating the predictions from network pharmacology and the findings from metabolomic analysis, Vascular Endothelial Growth Factor A (VEGFA) and Peroxisome Proliferator-Activated Receptor-gamma (PPARG) were identified as the core targets. Molecular docking and related molecular experiments confirmed these results. The present study employed metabolomics and network pharmacology analyses to provide evidence that XYS has the ability to alleviate the inflammatory response in depression through the modulation of multiple metabolic pathways and targets.
引用
收藏
页数:21
相关论文
共 54 条
[21]   RCSB Protein Data Bank: Enabling biomedical research and drug discovery [J].
Goodsell, David S. ;
Zardecki, Christine ;
Di Costanzo, Luigi ;
Duarte, Jose M. ;
Hudson, Brian P. ;
Persikova, Irina ;
Segura, Joan ;
Shao, Chenghua ;
Voigt, Maria ;
Westbrook, John D. ;
Young, Jasmine Y. ;
Burley, Stephen K. .
PROTEIN SCIENCE, 2020, 29 (01) :52-65
[22]   Cumulative meta-analysis of interleukins 6 and 1β, tumour necrosis factor α and C-reactive protein in patients with major depressive disorder [J].
Haapakoski, Rita ;
Mathieu, Julia ;
Ebmeier, Klaus P. ;
Alenius, Harri ;
Kivimaki, Mika .
BRAIN BEHAVIOR AND IMMUNITY, 2015, 49 :206-215
[23]   PPARα and PPARγ are expressed in midbrain dopamine neurons and modulate dopamine- and cannabinoid-mediated behavior in mice [J].
Hempel, Briana ;
Crissman, Madeline ;
Pari, Sruti ;
Klein, Benjamin ;
Bi, Guo-Hua ;
Alton, Hannah ;
Xi, Zheng-Xiong .
MOLECULAR PSYCHIATRY, 2023, 28 (10) :4203-4214
[24]   PPAR-γ Agonism as a Modulator of Mood: Proof-of-Concept for Pioglitazone in Bipolar Depression [J].
Kemp, David E. ;
Schinagle, Martha ;
Gao, Keming ;
Conroy, Carla ;
Ganocy, Stephen J. ;
Ismail-Beigi, Faramarz ;
Calabrese, Joseph R. .
CNS DRUGS, 2014, 28 (06) :571-581
[25]   PubChem in 2021: new data content and improved web interfaces [J].
Kim, Sunghwan ;
Chen, Jie ;
Cheng, Tiejun ;
Gindulyte, Asta ;
He, Jia ;
He, Siqian ;
Li, Qingliang ;
Shoemaker, Benjamin A. ;
Thiessen, Paul A. ;
Yu, Bo ;
Zaslavsky, Leonid ;
Zhang, Jian ;
Bolton, Evan E. .
NUCLEIC ACIDS RESEARCH, 2021, 49 (D1) :D1388-D1395
[26]   A reduced concentration of brain interstitial amino acids is associated with depression in subarachnoid hemorrhage patients [J].
Kofler, Mario ;
Schiefecker, Alois Josef ;
Gaasch, Maxime ;
Sperner-Unterweger, Barbara ;
Fuchs, Dietmar ;
Beer, Ronny ;
Ferger, Boris ;
Rass, Verena ;
Hackl, Werner ;
Rhomberg, Paul ;
Pfausler, Bettina ;
Thome, Claudius ;
Schmutzhard, Erich ;
Helbok, Raimund .
SCIENTIFIC REPORTS, 2019, 9 (1)
[27]   Peripheral Alterations in Cytokine and Chemokine Levels After Antidepressant Drug Treatment for Major Depressive Disorder: Systematic Review and Meta-Analysis [J].
Kohler, Cristiano A. ;
Freitas, Thiago H. ;
Stubbs, Brendon ;
Maes, Michael ;
Solmi, Marco ;
Veronese, Nicola ;
de Andrade, Nayanna Q. ;
Morris, Gerwyn ;
Fernandes, Brisa S. ;
Brunoni, Andre R. ;
Herrmann, Nathan ;
Raison, Charles L. ;
Miller, Brian J. ;
Lanctot, Krista L. ;
Carvalho, Andre F. .
MOLECULAR NEUROBIOLOGY, 2018, 55 (05) :4195-4206
[28]   Seahorse treatment improves depression-like behavior in mice exposed to CUMS through reducing inflammation/oxidants and restoring neurotransmitter and neurotrophin function [J].
Li, Kangwei ;
Yan, Ling ;
Zhang, Yongping ;
Yang, Zhiyou ;
Zhang, Cai ;
Li, Yajuan ;
Kalueff, Allan V. ;
Li, Wenbao ;
Song, Cai .
JOURNAL OF ETHNOPHARMACOLOGY, 2020, 250
[29]   Glutathione de novo synthesis but not recycling process coordinates with glutamine catabolism to control redox homeostasis and directs murine T cell differentiation [J].
Lian, Gaojian ;
Gnanaprakasam, J. N. Rashida ;
Wang, Tingting ;
Wu, Ruohan ;
Chen, Xuyong ;
Liu, Lingling ;
Shen, Yuqing ;
Yang, Mao ;
Yang, Jun ;
Chen, Ying ;
Vasiliou, Vasilis ;
Cassel, Teresa A. ;
Green, Douglas R. ;
Liu, Yusen ;
Fan, Teresa W. M. ;
Wang, Ruoning .
ELIFE, 2018, 7
[30]   Neurobiology of glycine transporters: From molecules to behavior [J].
Marques, Bruno Lemes ;
Oliveira-Lima, Onesia Cristina ;
Carvalho, Gustavo Almeida ;
Chiarelli, Raphaela de Almeida ;
Ribeiro, Raul Izidoro ;
Parreira, Ricardo Cambraia ;
da Madeira Freitas, Elis Marra ;
Resende, Rodrigo Ribeiro ;
Klempin, Friederike ;
Ulrich, Henning ;
Gomez, Renato Santiago ;
Xavier Pinto, Mauro Cunha .
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2020, 118 :97-110