Research on the potential mechanism of Chuanxiong Rhizoma on treating Diabetic Nephropathy based on network pharmacology

被引:26
作者
Hu, Shanshan [1 ]
Chen, Siteng [2 ]
Li, Zhilei [1 ]
Wang, Yuhang [1 ]
Wang, Yong [1 ,3 ]
机构
[1] Southern Med Univ, Zhujiang Hosp, Dept Pharm, Guangzhou 510282, Peoples R China
[2] Shanghai Jiao Tong Univ, Shanghai Gen Hosp, Dept Urol, Sch Med, Shanghai 200080, Peoples R China
[3] Southern Med Univ, Zhujiang Hosp, Lab Res New Chinese Med, Guangzhou 510282, Peoples R China
关键词
Diabetic Nephropathy; Chuanxiong Rhizoma; Network Pharmacology; ACTIVATION; RECEPTOR; RISK; MEN;
D O I
10.7150/ijms.47555
中图分类号
R5 [内科学];
学科分类号
100201 [内科学];
摘要
Background: Chuanxiong Rhizoma is one of the traditional Chinese medicines which have been used for years in the treatment of diabetic nephropathy (DN). However, the mechanism of Chuanxiong Rhizoma in DN has not yet been fully understood. Methods: We performed network pharmacology to construct target proteins interaction network of Chuanxiong Rhizoma. Active ingredients were acquired from the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform. DRUGBANK database was used to predict target proteins of Chuanxiong Rhizoma. Gene ontology (GO) biological process analyses and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were also performed for functional prediction of the target proteins. Molecular docking was applied for evaluating the drug interactions between hub targets and active ingredients. Results: Twenty-eight target genes fished by 6 active ingredients of Chuanxiong Rhizoma were obtained in the study. The top 10 significant GO analyses and 6 KEGG pathways were enriched for genomic analysis. We also acquired 1366 differentially expressed genes associated with DN from GSE30528 dataset, including five target genes: KCNH2, NCOA1, KDR, NR3C2 and ADRB2. Molecular docking analysis successfully combined KCNH2, NCOA1, KDR and ADRB2 to Myricanone with docking scores from 4.61 to 6.28. NR3C2 also displayed good docking scores with Wallichilide and Sitosterol (8.13 and 8.34, respectively), revealing good binding forces to active compounds of Chuanxiong Rhizoma. Conclusions: Chuanxiong Rhizoma might take part in the treatment of DN through pathways associated with steroid hormone, estrogen, thyroid hormone and IL-17. KCNH2, NCOA1, KDR, ADRB2 and NR3C2 were proved to be the hub targets, which were closely related to corresponding active ingredients of Chuanxiong Rhizoma.
引用
收藏
页码:2240 / 2247
页数:8
相关论文
共 38 条
[21]
Risk for ESRD in Type 1 Diabetes Remains High Despite Renoprotection [J].
Rosolowsky, Elizabeth T. ;
Skupien, Jan ;
Smiles, Adam M. ;
Niewczas, Monika ;
Roshan, Bijan ;
Stanton, Robert ;
Eckfeldt, John H. ;
Warram, James H. ;
Krolewski, Andrzej S. .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2011, 22 (03) :545-553
[22]
THYROID HORMONE REPLACEMENT REDUCES THE RISK OF CARDIOVASCULAR DISEASES IN DIABETIC NEPHROPATHY PATIENTS WITH SUBCLINICAL HYPOTHYROIDISM [J].
Seo, Changhwan ;
Kim, Seonghun ;
Lee, Misol ;
Cha, Min-Uk ;
Kim, Hyoungnae ;
Park, Seohyun ;
Yun, Hae-Ryong ;
Jhee, Jong Hyun ;
Kee, Youn Kyung ;
Han, Seung Hyeok ;
Yoo, Tae-Hyun ;
Kang, Shin-Wook ;
Park, Jung Tak .
ENDOCRINE PRACTICE, 2018, 24 (03) :265-272
[23]
SUN GD, 2016, J DIABETES RES, V2016, DOI DOI 10.1155/2016/5749857
[24]
Aldose Reductase Inhibitor Ameliorates Renal Vascular Endothelial Growth Factor Expression in Streptozotocin-Induced Diabetic Rats [J].
Sung, Joong Kyung ;
Koh, Jang Hyun ;
Lee, Mi Young ;
Kim, Bo Hwan ;
Nam, Soo Min ;
Kim, Jae Hyun ;
Yoo, Jin Hee ;
Kim, So Hee ;
Hong, Sun Won ;
Lee, Eun Young ;
Choi, Ran ;
Chung, Choon Hee .
YONSEI MEDICAL JOURNAL, 2010, 51 (03) :385-391
[25]
Tanoli Z, 2020, BRIEF BIOINFORM
[26]
Meta-Analysis of the Clinical Effect of Ligustrazine on Diabetic Nephropathy [J].
Wang, Bin ;
Ni, Qing ;
Wang, Xun ;
Lin, Lan .
AMERICAN JOURNAL OF CHINESE MEDICINE, 2012, 40 (01) :25-37
[27]
Tetramethylpyrazine Attenuates Atherosclerosis Development and Protects Endothelial Cells from ox-LDL [J].
Wang, Guo-feng ;
Shi, Cui-ge ;
Sun, Mu-zhen ;
Wang, Lei ;
Wu, Shu-xia ;
Wang, Hao-feng ;
Xu, Zhi-qing ;
Chen, Dong-mei .
CARDIOVASCULAR DRUGS AND THERAPY, 2013, 27 (03) :199-210
[28]
Fenoterol inhibits LPS-induced AMPK activation and inflammatory cytokine production through β-arrestin-2 in THP-1 cell line [J].
Wang, Wei ;
Zhang, Yuan ;
Xu, Ming ;
Zhang, You-Yi ;
He, Bei .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2015, 462 (02) :119-123
[29]
Wang YY, 2019, PLOS COMPUT BIOL, V15, DOI [10.1371/journal.pcbi.1007249, 10.1371/journal.pcbi.1007249.r001, 10.1371/journal.pcbi.1007249.r002, 10.1371/journal.pcbi.1007249.r003, 10.1371/journal.pcbi.1007249.r004]
[30]
DrugBank 5.0: a major update to the DrugBank database for 2018 [J].
Wishart, David S. ;
Feunang, Yannick D. ;
Guo, An C. ;
Lo, Elvis J. ;
Marcu, Ana ;
Grant, Jason R. ;
Sajed, Tanvir ;
Johnson, Daniel ;
Li, Carin ;
Sayeeda, Zinat ;
Assempour, Nazanin ;
Iynkkaran, Ithayavani ;
Liu, Yifeng ;
Maciejewski, Adam ;
Gale, Nicola ;
Wilson, Alex ;
Chin, Lucy ;
Cummings, Ryan ;
Le, Diana ;
Pon, Allison ;
Knox, Craig ;
Wilson, Michael .
NUCLEIC ACIDS RESEARCH, 2018, 46 (D1) :D1074-D1082