Identification of anti-inflammatory components in Sinomenii Caulis based on spectrum-effect relationship and chemometric methods

被引:58
|
作者
Wang, Lan-Jin [1 ]
Jiang, Zheng-Meng [1 ]
Xiao, Ping-Ting [1 ]
Sun, Jian-Bo [1 ]
Bi, Zhi-Ming [1 ]
Liu, E-Hu [1 ]
机构
[1] China Pharmaceut Univ, State Key Lab Nat Med, 24 Tongjia Lane, Nanjing, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Sinomenii Caulis; Anti-inflammatory activity; High-performance liquid chromatography fingerprint; Spectrum-effect relationship; ALKALOIDS; REGRESSION; ACUTUM;
D O I
10.1016/j.jpba.2019.01.047
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The present study aimed to identify the anti-inflammatory components in Sinomenii Caulis (SC) based on spectrum-effect relationship and chemometric methods. A phytochemical investigation of SC extract was performed firstly and afforded eleven potential bioactive compounds. The HPLC fingerprints of 19 batches of SC samples were evaluated by the chemometric methods such as similarity analysis (SA) and hierarchical clustering analysis (FICA). The anti-inflammatory effects of these samples were determined by inhibition of Nitric Oxide (NO) production. Partial least squares regression (PLSR) and artificial neural network (ANN) were used to explore the spectrum-effect relationship of SC. The results indicated that there was a close correlation between chemical fingerprint and anti-inflammatory activity of SC, and peaks 8, 9, 12, 13, 14, 16, 19 and 22 might be potential anti-inflammatory compounds in SC. The verification experiments by testing individual compounds and a combination of them indicated that sinomenine (P8), magnoflorine (P13), menisperine (P16) and stepharanine (P19) were the major anti-inflammatory compounds in SC. Collectively, the present study established the spectrum-effect relationship mode of SC and discovered the anti-inflammatory compounds in SC, which could be used for exploration of bioactive components and quality control of herbal medicines. (C) 2019 Published by Elsevier B.V.
引用
收藏
页码:38 / 48
页数:11
相关论文
共 50 条
  • [31] Identification of the anti-inflammatory quality markers of Chrysanthemi Flos (Juhua) using spectrum-effect relationships combined with bioactivity re-evaluation
    Liu, Dan
    Zhu, Qianqian
    Zhang, Lian
    Wang, Shiqin
    Yin, Xuan
    Wu, Shiyu
    Wang, Bo
    Ye, Xiaochuan
    Nie, Jing
    BIOMEDICAL CHROMATOGRAPHY, 2023, 37 (06)
  • [32] Spectrum-effect relationship between GC-QTOF-MS fingerprint and antioxidant, anti-inflammatory activities of Schizonepeta tenuifolia essential oil
    Bai, Xi
    Liu, Liu
    Zhang, Junping
    Chen, Li
    Wu, Tao
    Aisa, Haji Akber
    Maiwulanjiang, Maitinuer
    BIOMEDICAL CHROMATOGRAPHY, 2021, 35 (07)
  • [33] Identification of blood-activating components from Xueshuan Xinmaining Tablet based on the spectrum-effect relationship and network pharmacology analysis
    Tan, Jing
    Liu, Junli
    Wang, Han
    Zhang, Ying
    Lin, Hongqiang
    Wang, Znongyao
    Si, Hanrui
    Zhang, Yutong
    Liu, Jinping
    Li, Pingya
    Sun, Kai
    RSC ADVANCES, 2020, 10 (16) : 9587 - 9600
  • [34] Spectrum-effect relationship on anti-hepatic fibrosis effect of Radix Hedysari
    Chen Xinyue
    Liu Xiaoya
    Chen Yali
    Hong Yan
    Feng Shilan
    CHINESE JOURNAL OF CHROMATOGRAPHY, 2015, 33 (04) : 413 - 418
  • [35] Exploring the active components of hypoglycemic effect in different polar fractions of Inonotus obliquus based on spectrum-effect relationship
    Wu, Jianping
    Xie, Lidong
    Qu, Zhongyuan
    Song, Hui
    Sun, Xiangming
    Hu, Yang
    Li, Wenlan
    JOURNAL OF FUNCTIONAL FOODS, 2025, 127
  • [36] The Study of Spectrum-Effect Relationship Based on Grey Relational Degree
    Zhao, Yue
    Zhang, Xiaoqin
    INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING BIOMEDICAL ENGINEERING, AND INFORMATICS (SPBEI 2013), 2014, : 751 - 758
  • [37] Anti-LSSDS pharmacological components identification of YuHuangLian based on the combination of spectrum-effect analysis and network pharmacology as well as molecular docking
    Xu, Beilei
    Chen, Shengnan
    Liu, Jingjing
    Wu, Di
    Sun, Wenbin
    Liu, Shusen
    Hu, Yang
    Wang, Hao
    Wang, Jinhong
    Yang, Bo
    Li, Wenlan
    Ma, Shuangcheng
    BIOMEDICAL CHROMATOGRAPHY, 2024, 38 (12)
  • [38] Components study on antitussive effect and holistic mechanism of Platycodonis Radix based on spectrum-effect relationship and metabonomics analysis
    Zhang, Chi
    Liang, Jian
    Zhou, Lifen
    Yuan, En
    Zeng, Jinxiang
    Zhu, Jixiao
    Zhu, Yuye
    Zhou, Li
    Wang, Chong-Zhi
    Yuan, Chun-Su
    JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES, 2021, 1173
  • [39] Identification and quantitation of NF-KB inhibitory components in weichang'an pill based on UHPLC-QE-MS and spectrum-effect relationship
    Cao, Xiaoxia
    Hu, Cunyu
    Shang, Fei
    Lv, Yingshuang
    Bian, Ziyan
    Yuan, Qing
    Zhang, Han
    Wang, Yi
    Li, Nan
    Wang, Lin
    Wang, Yujing
    Sun, Yingjie
    Miao, Lin
    Chang, Yanxu
    Wang, Yuefei
    Yang, Wenzhi
    Chai, Lijuan
    Zhang, Peng
    ARABIAN JOURNAL OF CHEMISTRY, 2024, 17 (01)
  • [40] Chemical Comparison and Identification of Xanthine Oxidase Inhibitors of Dioscoreae Hypoglaucae Rhizoma and Dioscoreae Spongiosae Rhizoma by Chemometric Analysis and Spectrum-Effect Relationship
    Rui, Guo
    Qin, Zhang-Yi
    Chang, Ya-Qing
    Zheng, Yu-Guang
    Zhang, Dan
    Yao, Li-Min
    Guo, Long
    MOLECULES, 2023, 28 (24):