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Published in: Chinese Medicine 1/2024

Open Access 01-12-2024 | Liver Cirrhosis | Research

A novel network pharmacology strategy to decode mechanism of Wuling Powder in treating liver cirrhosis

Authors: Qinwen Liu, Xiaowei Li, Yi Li, Qian Luo, Qiling Fan, Aiping Lu, Daogang Guan, Jiahui Li

Published in: Chinese Medicine | Issue 1/2024

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Abstract

Background

Liver cirrhosis is a chronic liver disease with hepatocyte necrosis and lesion. As one of the TCM formulas Wuling Powder (WLP) is widely used in the treatment of liver cirrhosis. However, it’s key functional components and action mechanism still remain unclear. We attempted to explore the Key Group of Effective Components (KGEC) of WLP in the treatment of Liver cirrhosis through integrative pharmacology combined with experiments.

Methods

The components and potential target genes of WLP were extracted from published databases. A novel node importance calculation model considering both node control force and node bridging force is designed to construct the Function Response Space (FRS) and obtain key effector proteins. The genetic knapsack algorithm was employed to select KGEC. The effectiveness and reliability of KGEC were evaluated at the functional level by using gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. Finally, the effectiveness and potential mechanism of KGEC were confirmed by CCK-8, qPCR and Western blot.

Results

940 effective proteins were obtained in FRS. KEGG pathways and GO terms enrichments analysis suggested that effective proteins well reflect liver cirrhosis characteristics at the functional level. 29 components of WLP were defined as KGEC, which covered 100% of the targets of the effective proteins. Additionally, the pathways enriched for the KGEC targets accounted for 83.33% of the shared genes between the targets and the pathogenic genes enrichment pathways. Three components scopoletin, caryophyllene oxide, and hydroxyzinamic acid from KGEC were selected for in vivo verification. The qPCR results demonstrated that all three components significantly reduced the mRNA levels of COL1A1 in TGF-β1-induced liver cirrhosis model. Furthermore, the Western blot assay indicated that these components acted synergistically to target the NF-κB, AMPK/p38, cAMP, and PI3K/AKT pathways, thus inhibiting the progression of liver cirrhosis.

Conclusion

In summary, we have developed a new model that reveals the key components and potential mechanisms of WLP for the treatment of liver cirrhosis. This model provides a reference for the secondary development of WLP and offers a methodological strategy for studying TCM formulas.
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Literature
2.
go back to reference Ming X, Hong-xia L. Study on the Effect of Adefovir Dipivoxil Combined with Entecavir in the Treatment of Chronic Hepatitis B. Chinese Foreign Med Res. 2021;19(19):143–5. Ming X, Hong-xia L. Study on the Effect of Adefovir Dipivoxil Combined with Entecavir in the Treatment of Chronic Hepatitis B. Chinese Foreign Med Res. 2021;19(19):143–5.
3.
go back to reference Guang-xiang G, Shi-ke M. Efficacy of different doses of spironolactone in the treatment of hepatitis B cirrhosis with ascites. Shenzhen J Integr Traditl Chinese Western Med. 2020;30(10):126–8. Guang-xiang G, Shi-ke M. Efficacy of different doses of spironolactone in the treatment of hepatitis B cirrhosis with ascites. Shenzhen J Integr Traditl Chinese Western Med. 2020;30(10):126–8.
4.
go back to reference Zhen-min S, Hui-qun S. Clinical observation on treating liver cirrhosis with TCM medicine. Clin J Chinese Med. 2015;7(26):10–1. Zhen-min S, Hui-qun S. Clinical observation on treating liver cirrhosis with TCM medicine. Clin J Chinese Med. 2015;7(26):10–1.
5.
go back to reference De-zhong L, Pei-jiang Z, Ji-cheng Y. Analysis of the effect of Zhenggan decoction on serum leptin, adiponectin levels and insulin resistance in patients with hepatitis B cirrhosis. J Shandong First Med Univ Shandong Acad Med Sci. 2018;39(02):128–9. De-zhong L, Pei-jiang Z, Ji-cheng Y. Analysis of the effect of Zhenggan decoction on serum leptin, adiponectin levels and insulin resistance in patients with hepatitis B cirrhosis. J Shandong First Med Univ Shandong Acad Med Sci. 2018;39(02):128–9.
6.
go back to reference Jin-bao Z. Fifty-six cases of post-hepatitis B cirrhosis ascites were treated with Wuling Powder combined with western medicine. Henan Traditl Chinese Med. 2013;33(06):895–6. Jin-bao Z. Fifty-six cases of post-hepatitis B cirrhosis ascites were treated with Wuling Powder combined with western medicine. Henan Traditl Chinese Med. 2013;33(06):895–6.
7.
go back to reference Hui-ling W. Efficacy analysis of Wuling SAN in the treatment of 41 cases of hepatitis B cirrhosis with ascites. Electron J Clin Med Literature. 2017;4(61):12044. Hui-ling W. Efficacy analysis of Wuling SAN in the treatment of 41 cases of hepatitis B cirrhosis with ascites. Electron J Clin Med Literature. 2017;4(61):12044.
8.
go back to reference Wen-bin L, Jing-bin Z, Hui W. Study on the Mechanism of Rabdosia serra in the Treatment of Alcoholic Liver Injury Based on Network Pharmacology. Sci Technol Food Industry. 2022;43(06):9–17.ADS Wen-bin L, Jing-bin Z, Hui W. Study on the Mechanism of Rabdosia serra in the Treatment of Alcoholic Liver Injury Based on Network Pharmacology. Sci Technol Food Industry. 2022;43(06):9–17.ADS
9.
go back to reference Wen-bin Z, et al. Exploration on Mechanisms of Wuwei Xiaodu Drink in Treating Gouty Arthritis based on Network Pharmacology. Pharmacy Today. 2022;32(02):112–6. Wen-bin Z, et al. Exploration on Mechanisms of Wuwei Xiaodu Drink in Treating Gouty Arthritis based on Network Pharmacology. Pharmacy Today. 2022;32(02):112–6.
10.
go back to reference Oughtred R, et al. The BioGRID interaction database: 2019 update. Nucleic Acids Res. 2019;47(D1):D529-d541.PubMedCrossRef Oughtred R, et al. The BioGRID interaction database: 2019 update. Nucleic Acids Res. 2019;47(D1):D529-d541.PubMedCrossRef
11.
go back to reference Szklarczyk D, et al. STRING v11: protein-protein association networks with increased coverage, supporting functional discovery in genome-wide experimental datasets. Nucleic Acids Res. 2019;47(D1):D607-d613.PubMedCrossRef Szklarczyk D, et al. STRING v11: protein-protein association networks with increased coverage, supporting functional discovery in genome-wide experimental datasets. Nucleic Acids Res. 2019;47(D1):D607-d613.PubMedCrossRef
12.
go back to reference Salwinski L, et al. The Database of Interacting Proteins: 2004 update. Nucleic Acids Res. 2004;32:449–51.CrossRef Salwinski L, et al. The Database of Interacting Proteins: 2004 update. Nucleic Acids Res. 2004;32:449–51.CrossRef
13.
go back to reference Keshava Prasad TS, et al. Human Protein Reference Database–2009 update. Nucleic Acids Res. 2009;37:D767-72.PubMedCrossRef Keshava Prasad TS, et al. Human Protein Reference Database–2009 update. Nucleic Acids Res. 2009;37:D767-72.PubMedCrossRef
14.
go back to reference Licata L, et al. MINT, the molecular interaction database: 2012 update. Nucleic Acids Res. 2012;40:D857-61.PubMedCrossRef Licata L, et al. MINT, the molecular interaction database: 2012 update. Nucleic Acids Res. 2012;40:D857-61.PubMedCrossRef
15.
go back to reference Kerrien S, et al. The IntAct molecular interaction database in 2012. Nucleic Acids Res. 2012;40:D841-6.PubMedCrossRef Kerrien S, et al. The IntAct molecular interaction database in 2012. Nucleic Acids Res. 2012;40:D841-6.PubMedCrossRef
16.
go back to reference Safran M, et al. GeneCards Version 3: the human gene integrator. Database (Oxford). 2010;2010:baq020PubMedCrossRef Safran M, et al. GeneCards Version 3: the human gene integrator. Database (Oxford). 2010;2010:baq020PubMedCrossRef
17.
go back to reference Piñero J, et al. DisGeNET: a comprehensive platform integrating information on human disease-associated genes and variants. Nucleic Acids Res. 2017;45(D1):D833–9.PubMedCrossRef Piñero J, et al. DisGeNET: a comprehensive platform integrating information on human disease-associated genes and variants. Nucleic Acids Res. 2017;45(D1):D833–9.PubMedCrossRef
18.
19.
20.
go back to reference Xue R, et al. TCMID: traditional Chinese medicine integrative database for herb molecular mechanism analysis. Nucleic Acids Res. 2013;41(D1):D1089–95.PubMedCrossRef Xue R, et al. TCMID: traditional Chinese medicine integrative database for herb molecular mechanism analysis. Nucleic Acids Res. 2013;41(D1):D1089–95.PubMedCrossRef
21.
go back to reference Wu Y, et al. SymMap: an integrative database of traditional Chinese medicine enhanced by symptom mapping. Nucleic Acids Res. 2019;47(D1):D1110-d1117.PubMedCrossRef Wu Y, et al. SymMap: an integrative database of traditional Chinese medicine enhanced by symptom mapping. Nucleic Acids Res. 2019;47(D1):D1110-d1117.PubMedCrossRef
22.
go back to reference Xu HY, et al. ETCM: an encyclopaedia of traditional Chinese medicine. Nucleic Acids Res. 2019;47(D1):D976-d982.PubMedCrossRef Xu HY, et al. ETCM: an encyclopaedia of traditional Chinese medicine. Nucleic Acids Res. 2019;47(D1):D976-d982.PubMedCrossRef
23.
go back to reference Daina A, Michielin O, Zoete V. SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Sci Rep. 2017;7:42717.ADSPubMedPubMedCentralCrossRef Daina A, Michielin O, Zoete V. SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Sci Rep. 2017;7:42717.ADSPubMedPubMedCentralCrossRef
24.
go back to reference Jie Z, Chu-bing T, Wei-ren X. Advances in studies on Lipinski’s five rules. Drug Evaluation Research. 2011;34(06):451–5. Jie Z, Chu-bing T, Wei-ren X. Advances in studies on Lipinski’s five rules. Drug Evaluation Research. 2011;34(06):451–5.
25.
go back to reference Keiser MJ, et al. Relating protein pharmacology by ligand chemistry. Nat Biotechnol. 2007;25(2):197–206.PubMedCrossRef Keiser MJ, et al. Relating protein pharmacology by ligand chemistry. Nat Biotechnol. 2007;25(2):197–206.PubMedCrossRef
26.
go back to reference Liu X, et al. HitPick: a web server for hit identification and target prediction of chemical screenings. Bioinformatics. 2013;29(15):1910–2.PubMedCrossRef Liu X, et al. HitPick: a web server for hit identification and target prediction of chemical screenings. Bioinformatics. 2013;29(15):1910–2.PubMedCrossRef
27.
29.
go back to reference Yu L, et al. Determination of Alisol A 24-acetate and Alisol B 23-acetate in Wulingsan by HPLC-ELSD. Chin Pharm J. 2007;42(19):1499–501. Yu L, et al. Determination of Alisol A 24-acetate and Alisol B 23-acetate in Wulingsan by HPLC-ELSD. Chin Pharm J. 2007;42(19):1499–501.
30.
go back to reference Wei L, et al. HPLC Determination of Coumarin, Cinnamyl Alcohol, Cinnamic Acid andCinnamaldehyde from Cinnamomi Ramulus of Different Specifications. Chin J Exp Tradit Med Formulae. 2013;19(18):134–8. Wei L, et al. HPLC Determination of Coumarin, Cinnamyl Alcohol, Cinnamic Acid andCinnamaldehyde from Cinnamomi Ramulus of Different Specifications. Chin J Exp Tradit Med Formulae. 2013;19(18):134–8.
31.
go back to reference Hai-yong M, et al. Determination of Atractylone and other four effective components in Atractylodes macrocephala and its processed products by HPLC. Chem Eng. 2019;33(08):24–6. Hai-yong M, et al. Determination of Atractylone and other four effective components in Atractylodes macrocephala and its processed products by HPLC. Chem Eng. 2019;33(08):24–6.
32.
go back to reference Zhang-yan L, et al. Simultaneous determination of four alisols in Rhizoma Alismatis by RP-HPLC. China J Chinese Materia Medical. 2010;35(24):3306–9. Zhang-yan L, et al. Simultaneous determination of four alisols in Rhizoma Alismatis by RP-HPLC. China J Chinese Materia Medical. 2010;35(24):3306–9.
33.
go back to reference Can P, et al. Simultaneous Determination of Four Triterpenoid Acids in Poria cocos by HPLC. J Chinese Med Mater. 2017;40(07):1643–6. Can P, et al. Simultaneous Determination of Four Triterpenoid Acids in Poria cocos by HPLC. J Chinese Med Mater. 2017;40(07):1643–6.
34.
go back to reference Qing-long T, et al. Simultaneous Determination of Six Steroids in Polyporus umbellatus by HPLC. Jo Chinese Med Materials. 2017;40(08):1892–4. Qing-long T, et al. Simultaneous Determination of Six Steroids in Polyporus umbellatus by HPLC. Jo Chinese Med Materials. 2017;40(08):1892–4.
35.
go back to reference Lea MA, Weber G, Morris HP. Inhibition of Glycolytic Enzymes of Rat Liver and Hepatomas by Free Fatty Acids. Oncology. 1976;33(5–6):205–8.PubMedCrossRef Lea MA, Weber G, Morris HP. Inhibition of Glycolytic Enzymes of Rat Liver and Hepatomas by Free Fatty Acids. Oncology. 1976;33(5–6):205–8.PubMedCrossRef
36.
go back to reference Ahmad SB, et al. Antifibrotic effects of D-limonene (5(1-methyl-4-[1-methylethenyl]) cyclohexane) in CCl4 induced liver toxicity in Wistar rats. Environ Toxicol. 2018;33(3):361–9.ADSPubMedCrossRef Ahmad SB, et al. Antifibrotic effects of D-limonene (5(1-methyl-4-[1-methylethenyl]) cyclohexane) in CCl4 induced liver toxicity in Wistar rats. Environ Toxicol. 2018;33(3):361–9.ADSPubMedCrossRef
37.
go back to reference Sato T, et al. L-Lysine Attenuates Hepatic Steatosis in Senescence-Accelerated Mouse Prone 8 Mice. J Nutr Sci Vitaminol (Tokyo). 2018;64(3):192–9.PubMedCrossRef Sato T, et al. L-Lysine Attenuates Hepatic Steatosis in Senescence-Accelerated Mouse Prone 8 Mice. J Nutr Sci Vitaminol (Tokyo). 2018;64(3):192–9.PubMedCrossRef
38.
go back to reference Yang J-Y, et al. Regulation of adipogenesis by medium-chain fatty acids in the absence of hormonal cocktail. J Nutr Biochem. 2009;20(7):537–43.PubMedCrossRef Yang J-Y, et al. Regulation of adipogenesis by medium-chain fatty acids in the absence of hormonal cocktail. J Nutr Biochem. 2009;20(7):537–43.PubMedCrossRef
39.
go back to reference Neamatallaha TA, et al. Honey protects against cisplatin-induced hepatic and renal toxicity through inhibition of NF-kB-mediated COX-2 expression and oxidative stress dependent BAX/Bcl-2/caspase-3 apoptotic pathway. Food Funct. 2018;9(7):3743–3754CrossRef Neamatallaha TA, et al. Honey protects against cisplatin-induced hepatic and renal toxicity through inhibition of NF-kB-mediated COX-2 expression and oxidative stress dependent BAX/Bcl-2/caspase-3 apoptotic pathway. Food Funct. 2018;9(7):3743–3754CrossRef
40.
go back to reference Ming-yi J, et al. Analysis of immune-related prognostic markers of liver cancer. J Zhengzhou University (Medical Sciences). 2020;55(6):779–85. Ming-yi J, et al. Analysis of immune-related prognostic markers of liver cancer. J Zhengzhou University (Medical Sciences). 2020;55(6):779–85.
41.
go back to reference Shu-wen Z, et al. CA3 Induces Apoptosis of Hepatocellular Carcinoma HepG2 Cells and Related Mechanism. Cancer Res Prevention Treatment. 2020;47(05):330–4. Shu-wen Z, et al. CA3 Induces Apoptosis of Hepatocellular Carcinoma HepG2 Cells and Related Mechanism. Cancer Res Prevention Treatment. 2020;47(05):330–4.
42.
go back to reference Kun F, Xiao H, Yu-shan Q. Combined lipopolysaccharide with H2O2 inhibit HepG2 cells survival by decreasing carboxylesterase 1/2 activation. J Mudanjiang Med Univ. 2017;38(6):4–8. Kun F, Xiao H, Yu-shan Q. Combined lipopolysaccharide with H2O2 inhibit HepG2 cells survival by decreasing carboxylesterase 1/2 activation. J Mudanjiang Med Univ. 2017;38(6):4–8.
43.
go back to reference Tabata Y, Shidoji Y. Hepatic monoamine oxidase B is involved in endogenous geranylgeranoic acid synthesis in mammalian liver cells. J Lipid Res. 2020;61(5):778–89.PubMedPubMedCentralCrossRef Tabata Y, Shidoji Y. Hepatic monoamine oxidase B is involved in endogenous geranylgeranoic acid synthesis in mammalian liver cells. J Lipid Res. 2020;61(5):778–89.PubMedPubMedCentralCrossRef
46.
go back to reference Turkseven S, et al. Mitochondria-targeted antioxidant mitoquinone attenuates liver inflammation and fibrosis in cirrhotic rats. Am J Physiol-Gastrointestinal Liver Physiol. 2020;318(2):G298–304.CrossRef Turkseven S, et al. Mitochondria-targeted antioxidant mitoquinone attenuates liver inflammation and fibrosis in cirrhotic rats. Am J Physiol-Gastrointestinal Liver Physiol. 2020;318(2):G298–304.CrossRef
47.
go back to reference Tsochatzis EA, Bosch J, Burroughs AK. Liver cirrhosis. The Lancet. 2014;383(9930):1749–61.CrossRef Tsochatzis EA, Bosch J, Burroughs AK. Liver cirrhosis. The Lancet. 2014;383(9930):1749–61.CrossRef
48.
go back to reference An P, et al. Hepatocyte mitochondria-derived danger signals directly activate hepatic stellate cells and drive progression of liver fibrosis. Nat Commun. 2020;11(1):2362–2362.ADSPubMedPubMedCentralCrossRef An P, et al. Hepatocyte mitochondria-derived danger signals directly activate hepatic stellate cells and drive progression of liver fibrosis. Nat Commun. 2020;11(1):2362–2362.ADSPubMedPubMedCentralCrossRef
50.
go back to reference Wang R, et al. Salvianolic acid A attenuates CCl(4)-induced liver fibrosis by regulating the PI3K/AKT/mTOR, Bcl-2/Bax and caspase-3/cleaved caspase-3 signaling pathways. Drug Des Dev Ther. 2019;13:1889–900.CrossRef Wang R, et al. Salvianolic acid A attenuates CCl(4)-induced liver fibrosis by regulating the PI3K/AKT/mTOR, Bcl-2/Bax and caspase-3/cleaved caspase-3 signaling pathways. Drug Des Dev Ther. 2019;13:1889–900.CrossRef
51.
go back to reference Yuan-chang Z. Effects of glycine on vasoactive substances in rats with hepatic fibrosis and cirrhosis. J Shanxi Med Univ. 2008;(03):207–209 Yuan-chang Z. Effects of glycine on vasoactive substances in rats with hepatic fibrosis and cirrhosis. J Shanxi Med Univ. 2008;(03):207–209
52.
go back to reference Neamatallah T, et al. Honey protects against cisplatin-induced hepatic and renal toxicity through inhibition of NF-κB-mediated COX-2 expression and the oxidative stress dependent BAX/Bcl-2/caspase-3 apoptotic pathway. Food Funct. 2018;9(7):3743–54.PubMedCrossRef Neamatallah T, et al. Honey protects against cisplatin-induced hepatic and renal toxicity through inhibition of NF-κB-mediated COX-2 expression and the oxidative stress dependent BAX/Bcl-2/caspase-3 apoptotic pathway. Food Funct. 2018;9(7):3743–54.PubMedCrossRef
53.
go back to reference Ibitoye OB, Ajiboye TO. Protocatechuic acid protects against menadione-induced liver damage by up-regulating nuclear erythroid-related factor 2. Drug Chem Toxicol. 2020;43(6):567–73.PubMedCrossRef Ibitoye OB, Ajiboye TO. Protocatechuic acid protects against menadione-induced liver damage by up-regulating nuclear erythroid-related factor 2. Drug Chem Toxicol. 2020;43(6):567–73.PubMedCrossRef
54.
go back to reference Lee HI, Lee MK. Coordinated regulation of scopoletin at adipose tissue-liver axis improved alcohol-induced lipid dysmetabolism and inflammation in rats. Toxicol Lett. 2015;237(3):210–8.MathSciNetPubMedCrossRef Lee HI, Lee MK. Coordinated regulation of scopoletin at adipose tissue-liver axis improved alcohol-induced lipid dysmetabolism and inflammation in rats. Toxicol Lett. 2015;237(3):210–8.MathSciNetPubMedCrossRef
55.
go back to reference Younossi ZM. Non-alcoholic fatty liver disease – A global public health perspective. J Hepatol. 2019;70(3):531–44.PubMedCrossRef Younossi ZM. Non-alcoholic fatty liver disease – A global public health perspective. J Hepatol. 2019;70(3):531–44.PubMedCrossRef
56.
go back to reference Müller MJ, Böker KHW, Selberg O. Are patients with liver cirrhosis hypermetabolic? Clin Nutr. 1994;13(3):131–44.PubMedCrossRef Müller MJ, Böker KHW, Selberg O. Are patients with liver cirrhosis hypermetabolic? Clin Nutr. 1994;13(3):131–44.PubMedCrossRef
58.
go back to reference Sakurai T, et al. p38α inhibits liver fibrogenesis and consequent hepatocarcinogenesis by curtailing accumulation of reactive oxygen species. Can Res. 2013;73(1):215–24.CrossRef Sakurai T, et al. p38α inhibits liver fibrogenesis and consequent hepatocarcinogenesis by curtailing accumulation of reactive oxygen species. Can Res. 2013;73(1):215–24.CrossRef
Metadata
Title
A novel network pharmacology strategy to decode mechanism of Wuling Powder in treating liver cirrhosis
Authors
Qinwen Liu
Xiaowei Li
Yi Li
Qian Luo
Qiling Fan
Aiping Lu
Daogang Guan
Jiahui Li
Publication date
01-12-2024
Publisher
BioMed Central
Published in
Chinese Medicine / Issue 1/2024
Electronic ISSN: 1749-8546
DOI
https://doi.org/10.1186/s13020-024-00896-z

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