Reveal the Antimigraine Mechanism of Chuanxiong Rhizoma and Cyperi Rhizoma Based on the Integrated Analysis of Metabolomics and Network Pharmacology

被引:12
作者
Zhu, Zhiyao [1 ,2 ]
Wu, Sha [1 ,2 ]
Wang, Yuxuan [1 ,2 ]
Wang, Jiayi [1 ,2 ]
Zhang, Yujia [1 ,2 ]
机构
[1] Capital Med Univ, Sch Tradit Chinese Med, Beijing, Peoples R China
[2] Capital Med Univ, Beijing Key Lab Tradit Chinese Med Collateral Dis, Beijing, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
network pharmacology; metabolomics; migraine; mechanism; Cyperus rotundus l; Conioselinum anthriscoides Chuanxiong; ALPINIAE-OXYPHYLLAE FRUCTUS; MIGRAINE; PATHOGENESIS; NEUROTRANSMITTERS; NOOTKATONE; DOPAMINE; ROTUNDUS; RATS;
D O I
10.3389/fphar.2022.805984
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Migraine is a common neurological disorder that manifests as recurrent attacks of unilateral and throbbing headache. Conioselinum anthriscoides "Chuanxiong" (Apiaceae; Chuanxiong rhizoma) and Cyperus rotundus L. (Cyperaceae; Cyperi rhizoma) (CRCR), is a classic prescription for treating migraine. This study aimed to reveal the potential mechanisms of CRCR extract against migraine using integrated analysis of metabolomics and network pharmacology. Behavioral changes in the nitroglycerin rat migraine model were determined from von Frey withdrawal response. Untargeted serum metabolomics was used to identify the differentially expressed metabolites and metabolic pathways. The differentially expressed metabolites were analyzed to obtain the corresponding targets by a compound-reaction-enzyme-gene network. Network pharmacology was used to construct a compound-target-pathway network. The common targets of metabolomics and network pharmacology were further analyzed. Metabolomics analysis identified 96 differentially expressed metabolites and 77 corresponding targets. Network pharmacology analysis identified 201 potential targets for CRCR against migraine. By intersecting 77 targets with 201 targets, monoamine oxidase A (MAO-A), monoamine oxidase B (MAO-B), and catechol-O-methyltransferase (COMT) were identified as the common targets, and MAO-A, MAO-B, and COMT were involved in the tyrosine metabolism pathway. Further experiments demonstrated that the contents of MAO-A and COMT were significantly increased in serum and brainstem tissue of the migraine rats. CRCR extract significantly decreased the contents of MAO-A and COMT, while no significant difference was found in MAO-B. Metabolomics analysis indicated that the contents of 3,4-dihydroxyphenylacetate (DOPAC) and 3-(4-hydroxyphenyl)pyruvate (HPP) were significantly increased in the migraine rats, and CRCR extract caused significant decreases in DOPAC and HPP. Interestingly, DOPAC and HPP were two differentially expressed metabolites involved in the tyrosine metabolism pathway. Correlation analysis showed that DOPAC and HPP were highly positively correlated with MAO-A and COMT. Taken together, two key differentially expressed metabolites (DOPAC and HPP), two key targets (MAO-A and COMT), and one relevant metabolic pathway (tyrosine metabolism) showed great importance in the treatment of migraine. This research could provide a new understanding of the potential mechanism of CRCR against migraine. More attentions should be paid into the tyrosine metabolism pathway in future studies.
引用
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页数:14
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共 51 条
[1]   Dopamine and migraine: biology and clinical implications [J].
Akerman, S. ;
Goadsby, P. J. .
CEPHALALGIA, 2007, 27 (11) :1308-1314
[2]   Migraine [J].
Ashina, Messoud .
NEW ENGLAND JOURNAL OF MEDICINE, 2020, 383 (19) :1866-1876
[3]   α-Cyperone of Cyperus rotundus is an effective candidate for reduction of inflammation by destabilization of microtubule fibers in brain [J].
Azimi, Azam ;
Ghaffari, Seyed Mahmood ;
Riazi, Gholam Hossein ;
Arab, Seyed Shahriar ;
Tavakol, Mohammad Mehdi ;
Pooyan, Shahriar .
JOURNAL OF ETHNOPHARMACOLOGY, 2016, 194 :219-227
[4]   What does dopamine mean? [J].
Berke, Joshua D. .
NATURE NEUROSCIENCE, 2018, 21 (06) :787-793
[5]   Selective MAO-B inhibitors: a lesson from natural products [J].
Carradori, Simone ;
D'Ascenzio, Melissa ;
Chimenti, Paola ;
Secci, Daniela ;
Bolasco, Adriana .
MOLECULAR DIVERSITY, 2014, 18 (01) :219-243
[6]   The pathophysiology of migraine: implications for clinical management [J].
Charles, Andrew .
LANCET NEUROLOGY, 2018, 17 (02) :174-182
[7]   A systematic review on the rhizome of Ligusticum chuanxiong Hort. (Chuanxiong) [J].
Chen, Zhejie ;
Zhang, Chen ;
Gao, Fei ;
Fu, Qiang ;
Fu, Chaomei ;
He, Yao ;
Zhang, Jinming .
FOOD AND CHEMICAL TOXICOLOGY, 2018, 119 :309-325
[8]   Adipose-derived Stem Cells Stimulated with n-Butylidenephthalide Exhibit Therapeutic Effects in a Mouse Model of Parkinson's Disease [J].
Chi, Kang ;
Fu, Ru-Huei ;
Huang, Yu-Chuen ;
Chen, Shih-Yin ;
Hsu, Ching-Ju ;
Lin, Shinn-Zong ;
Tu, Chi-Tang ;
Chang, Li-Hsun ;
Wu, Ping-An ;
Liu, Shih-Ping .
CELL TRANSPLANTATION, 2018, 27 (03) :456-470
[9]   Biochemistry of neuromodulation in primary headaches: focus on anomalies of tyrosine metabolism [J].
D'Andrea, G. ;
Nordera, G. P. ;
Perini, F. ;
Allais, G. ;
Granella, F. .
NEUROLOGICAL SCIENCES, 2007, 28 (Suppl 2) :S94-S96
[10]   Biochemistry of primary headaches: role of tyrosine and tryptophan metabolism [J].
D'Andrea, G. ;
Cevoli, S. ;
Colavito, D. ;
Leon, A. .
NEUROLOGICAL SCIENCES, 2015, 36 :S17-S22