Identifying Synergistic Mechanisms of Multiple Ingredients in Shuangbai Tablets against Proteinuria by Virtual Screening and a Network Pharmacology Approach

被引:4
作者
Ma, Xiaoqin [1 ]
Yu, Meixiang [1 ]
Hao, Chenxia [1 ]
Yang, Wanhua [1 ,2 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Pharm, Shanghai 200025, Peoples R China
[2] Shanghai Jiao Tong Univ, Med Sch, Ruijin Hosp North, Dept Pharm, Shanghai 201801, Peoples R China
关键词
CHRONIC KIDNEY-DISEASE; TRADITIONAL CHINESE MEDICINE; ALDOSTERONE SYSTEM BLOCKADE; GLOMERULAR-FILTRATION-RATE; ENDOTHELIAL GROWTH-FACTOR; AMELIORATES RENAL INJURY; RENIN-ANGIOTENSIN SYSTEM; INDUCED PODOCYTE INJURY; ALL-CAUSE MORTALITY; CARDIOVASCULAR-DISEASE;
D O I
10.1155/2020/1027271
中图分类号
R [医药、卫生];
学科分类号
10 ;
摘要
Shuangbai Tablets (SBT), a traditional herbal mixture, has shown substantial clinical efficacy. However, a systematic mechanism of its active ingredients and pharmacological mechanisms of action against proteinuria continues being lacking. A network pharmacology approach was effectual in discovering the relationship of multiple ingredients and targets of the herbal mixture. This study aimed to identify key targets, major active ingredients, and pathways of SBT against proteinuria by network pharmacology approach combined with thin layer chromatography (TLC). Human phenotype (HP) disease analysis, gene ontology (GO) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis, and molecular docking were used in this study. To this end, a total of 48 candidate targets of 118 active ingredients of SBT were identified. Network analysis showed PTGS2, ESR1, and NOS2 to be the three key targets, and beta-sitosterol, quercetin, and berberine were the three major active ingredients; among them one of the major active ingredients, quercetin, was discriminated by TLC. These results of the functional enrichment analysis indicated that the most relevant disease including these 48 candidate proteins is proteinuria, SBT treated proteinuria by sympathetically regulating multiple biological pathways, such as the HIF-1, RAS, AGE-RAGE, and VEGF signaling pathways. Additionally, molecular docking validation suggested that major active ingredients of SBT were capable of binding to HIF-1A and VEGFA of the main pathways. Consequently, key targets, major active ingredients, and pathways based on data analysis of SBT against proteinuria were systematically identified confirming its utility and providing a new drug against proteinuria.
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页数:15
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共 108 条
  • [41] A Biomedical Investigation of the Hepatoprotective Effect of Radix salviae miltiorrhizae and Network Pharmacology-Based Prediction of the Active Compounds and Molecular Targets
    Hong, Ming
    Li, Sha
    Wang, Ning
    Tan, Hor-Yue
    Cheung, Fan
    Feng, Yibin
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2017, 18 (03)
  • [42] Network pharmacology
    Hopkins, Andrew L.
    [J]. NATURE BIOTECHNOLOGY, 2007, 25 (10) : 1110 - 1111
  • [43] systemsDock: a web server for network pharmacology-based prediction and analysis
    Hsin, Kun-Yi
    Matsuoka, Yukiko
    Asai, Yoshiyuki
    Kamiyoshi, Kyota
    Watanabe, Tokiko
    Kawaoka, Yoshihiro
    Kitano, Hiroaki
    [J]. NUCLEIC ACIDS RESEARCH, 2016, 44 (W1) : W507 - W513
  • [44] Renoprotective Effect of Angiotensin Converting Enzyme Inhibitors and Angiotensin II Receptor Blockers in Diabetic Patients with Proteinuria
    Hsu, Feng-Yi
    Lin, Fang-Ju
    Ou, Huang-Tz
    Huang, Shih-Hui
    Wang, Chi-Chuan
    [J]. KIDNEY & BLOOD PRESSURE RESEARCH, 2017, 42 (02) : 358 - 368
  • [45] Activation of Cyclooxygenase-2 by ATF4 During Endoplasmic Reticulum Stress Regulates Kidney Podocyte Autophagy Induced by Lupus Nephritis
    Jin, Juan
    Zhao, Li
    Zou, Wenli
    Shen, Wei
    Zhang, Hongjuan
    He, Qiang
    [J]. CELLULAR PHYSIOLOGY AND BIOCHEMISTRY, 2018, 48 (02) : 753 - 764
  • [46] KEGG: new perspectives on genomes, pathways, diseases and drugs
    Kanehisa, Minoru
    Furumichi, Miho
    Tanabe, Mao
    Sato, Yoko
    Morishima, Kanae
    [J]. NUCLEIC ACIDS RESEARCH, 2017, 45 (D1) : D353 - D361
  • [47] Albumin suppresses vascular endothelial growth factor via alteration of hypoxia-inducible factor/hypoxia-responsive element pathway
    Katavetin, Pisut
    Inagi, Reiko
    Miyata, Toshio
    Tanaka, Tetsuhiro
    Sassa, Ryoji
    Ingelfinger, Julie R.
    Fujita, Toshiro
    Nangaku, Masaomi
    [J]. BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2008, 367 (02) : 305 - 310
  • [48] Polygonum cuspidatum, compared with baicalin and berberine, inhibits inducible nitric oxide synthase and cyclooxygenase-2 gene expressions in RAW 264.7 macrophages
    Kim, Kyung-Woon
    Ha, Ki-Tai
    Park, Cheol-Soo
    Jin, Un-Ho
    Chang, Hyen Wook
    Lee, In-Seon
    Kim, Cheorl-Ho
    [J]. VASCULAR PHARMACOLOGY, 2007, 47 (2-3) : 99 - 107
  • [49] Predicted molecular targets and pathways for germacrone, curdione, and furanodiene in the treatment of breast cancer using a bioinformatics approach
    Kong, Qi
    Ma, Yong
    Yu, Jie
    Chen, Xiuping
    [J]. SCIENTIFIC REPORTS, 2017, 7
  • [50] Zhen-wu-tang ameliorates adenine-induced chronic renal failure in rats: regulation of the canonical Wnt4/beta-catenin signaling in the kidneys
    La, Lei
    Wang, Lili
    Qin, Fei
    Jiang, Jian
    He, Songqi
    Wang, Chunxia
    Li, Yuhao
    [J]. JOURNAL OF ETHNOPHARMACOLOGY, 2018, 219 : 81 - 90