Metabolomics Strategy Using High Resolution Mass Spectrometry Reveals Novel Biomarkers and Pain-Relief Effect of Traditional Chinese Medicine Prescription Wu-Zhu-Yu Decoction Acting on Headache Modelling Rats

被引:12
作者
Liu, Ran [1 ]
Xu, Huarong [1 ]
Zhang, Xiaowen [2 ]
Wang, Xiaotong [1 ]
Yuan, Ziyue [1 ]
Sui, Zhenyu [3 ]
Wang, Dong [4 ]
Bi, Kaishun [1 ]
Li, Qing [1 ]
机构
[1] Shenyang Pharmaceut Univ, Sch Pharm, Natl & Local Joint Engn Lab Key Technol Chinese M, 103 Wenhua Rd, Shenyang 110016, Liaoning, Peoples R China
[2] Guangzhou Bristol Drug Delivery Co Ltd, 11 Kaiyuan Ave, Guangzhou 510320, Guangdong, Peoples R China
[3] China Food & Drug Adm Inst Execut Dev, 16 Xi Zhan Nan Rd, Beijing 100073, Peoples R China
[4] Dalian Inst Drug Control, 888a Huanghe Rd, Dalian 116000, Peoples R China
关键词
headache; high resolution mass spectrometry; metabolomics; traditional Chinese medicine; Wu-Zhu-Yu decoction; INHIBITION; PREVALENCE;
D O I
10.3390/molecules22122110
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Headache is a common episodic or chronic neurologic disorder. Treatment options and diagnosis are restricted by an incomplete understanding of disease pathology and the lack of diagnostic markers. Wu-Zhu-Yu decoction (WZYD), a traditional Chinese medicine (TCM) formula containing four TCM herbs, is commonly used in the treatment of headache in China. To deeply understand more about headache and investigate the pain-relief mechanism of WZYD, a comprehensive metabolomics study combined with multivariate data processing strategy was carried out. An LC-high resolution mass spectrometry-based metabolomics approach was applied to characterize metabolic biomarker candidates. Multiple pattern recognition including principal component analysis-discriminant analysis, partial least squares-discriminant analysis and hierarchical cluster analysis were used to determine groups and confirm important variables. A total of 17 potential biomarkers were characterized and related metabolic pathways were identified. The study demonstrated that the established metabolomics strategy is a powerful approach for investigating the mechanism of headache attack and WZYD. In addition, the approach may highlight biomarkers and metabolic pathways and can capture subtle metabolite changes from headache, which may lead to an improved mechanism understanding of central nervous system diseases and TCM treatment.
引用
收藏
页数:15
相关论文
共 27 条
[1]   The new life of a centenarian:: signalling functions of NAD(P) [J].
Berger, F ;
Ramírez-Hernández, MH ;
Ziegler, M .
TRENDS IN BIOCHEMICAL SCIENCES, 2004, 29 (03) :111-118
[2]   An update on the blood vessel in migraine [J].
Brennan, K. C. ;
Charles, Andrew .
CURRENT OPINION IN NEUROLOGY, 2010, 23 (03) :266-274
[3]  
Bynoe M. S., 2015, CNS, V12, P20, DOI [10.1186/s12987-015-0017-726330053, DOI 10.1186/S12987-015-0017-7]
[4]   Metabolomics-proteomics profiles delineate metabolic changes in kidney fibrosis disease [J].
Cao, Hongxin ;
Zhang, Aihua ;
Sun, Hui ;
Zhou, Xiaohang ;
Guan, Yu ;
Liu, Qi ;
Kong, Ling ;
Wang, Xijun .
PROTEOMICS, 2015, 15 (21) :3699-3710
[5]   Metabolomics approach to explore the effects of Kai-Xin-San on Alzheimer's disease using UPLC/ESI-Q-TOF mass spectrometry [J].
Chu, Hang ;
Zhang, Aihua ;
Han, Ying ;
Lu, Shengwen ;
Kong, Ling ;
Han, Jinwei ;
Liu, Zhidong ;
Sun, Hui ;
Wang, Xijun .
JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES, 2016, 1015 :50-61
[6]   Serum oxidant and antioxidant status of patients with chronic tension-type headache: possible effects of medical treatment [J].
Cokal, Burcu Gokce ;
Aytac, Bilal ;
Durak, Zahide Esra ;
Gunes, Hafize Nalan ;
Ozturk, Bahadir ;
Guler, Selda Keskin ;
Durak, Ilker ;
Yoldas, Tahir Kurtulus .
NEUROLOGICAL SCIENCES, 2015, 36 (10) :1771-1775
[7]   Functional aspects of protein mono-ADP-ribosylation [J].
Corda, D ;
Di Girolamo, M .
EMBO JOURNAL, 2003, 22 (09) :1953-1958
[8]   The Effects of Magnesium, l-Carnitine, and Concurrent Magnesium-l-Carnitine Supplementation in Migraine Prophylaxis [J].
Esfanjani, Ali Tarighat ;
Mahdavi, Reza ;
Mameghani, Mehrangiz Ebrahimi ;
Talebi, Mahnaz ;
Nikniaz, Zeinab ;
Safaiyan, Abdolrasool .
BIOLOGICAL TRACE ELEMENT RESEARCH, 2012, 150 (1-3) :42-48
[9]   Genetic and biochemical changes of the serotonergic system in migraine pathobiology [J].
Gasparini, Claudia Francesca ;
Smith, Robert Anthony ;
Griffiths, Lyn Robyn .
JOURNAL OF HEADACHE AND PAIN, 2017, 18
[10]   The vascular theory of migrainea great story wrecked by the facts [J].
Goadsby, Peter J. .
BRAIN, 2009, 132 :6-7