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Combinatorial Chemistry & High Throughput Screening

Editor-in-Chief

ISSN (Print): 1386-2073
ISSN (Online): 1875-5402

Research Article

Exploring the Anti-Inflammatory Mechanism of Tieguanyin (TGY) Volatile Compounds Based on Gas Chromatography-Mass Spectrometry (GCMS)- Network Pharmacology

Author(s): Ping Qin, Xiangpei Wang, Qin Ding, Mei Zhang and Hongmei Wu*

Volume 25, Issue 12, 2022

Published on: 25 February, 2022

Page: [2033 - 2045] Pages: 13

DOI: 10.2174/1386207325666220117143125

Price: $65

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Abstract

Background and Objective: Inflammation is a common disease which can induce many diseases. There are unique advantages of Traditional Chinese Medicine (TCM) to anti-inflammation. Tieguanyin (TGY) is a well-known beverage; the quality is determined by aroma, taste, liquor color, and shape. The volatile compounds produce the flavor of tea, which can be lost with the increase of storage time. TGY has an excellent antiinflammatory effect; its volatile compounds also have an anti-inflammatory impact that is unclear. This study aimed to identify volatile compounds and anti-inflammatory mechanisms within the validity period (TGY1) and the out-of-date (TGY2).

Methods: The volatile compounds of TGY1 and TGY2 were analyzed with headspace solid-phase microextraction (HS-PME) and identified by Gas chromatography-mass spectrometry (GC-MS). The percentage of volatile compounds was calculated by the peak area normalization method. The compounds of the targets were obtained from the Traditional Chinese Medicine Systems Pharmacology (TCMSP), PubChem Database, and Swiss Target Prediction database. Next, the disease potential targets were screened by the GeneCards database, Online Mendelian Inheritance in Man (OMM) database, and Therapeutic Target Database (TTD). Furthermore, core targets were screened by the Search Tool for the Retrieval of Inter-acting Genes/Proteins (STRING) database. Then, Gene Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis of core targets was performed by the ClueGo plugin Cytoscape 3.7.1 software. At last, Autodock vina software performed molecular docking between the main compounds and core targets.

Results: Significant differences in volatile compounds and percentage contents in TGY were observed; the 61 volatile compounds in TGY1 and 57 volatile compounds in TGY2 were identified. After excluding the unidentified compounds, a total of 47 volatile compounds were obtained from TGY1 and TGY2. With the use of network pharmacology, 34 core targets and 23 signaling pathways from TGY1, 28 core targets, and 19 signaling pathways from TGY2 were screened. The main common core targets of TGY1 and TGY2 contained MAPK3, TNF, MAPK1, SRC, etc., while the main different core targets included PTGS2, CAT, etc. A total of 12 biological processes are shared by TGY1 and TGY2, among which the cellular response to oxidative stress is the primary biological process. The different biological processes of TGY1 and TGY2 include cellular response to lipopolysaccharide, androgen receptor signaling pathway, etc. There were 14 common signaling pathways in TGY1 and TGY2, among which the thyroid hormone signaling pathway is the main common signaling pathway. The differential signaling pathways in TGY1 and TGY2 included the erbB signaling pathway, Chagas disease, etc. Molecular docking results showed that the ordinand and differential volatile compounds of TGY1 and TGY2 had different binding forces with the core targets.

Conclusion: The GC-MS experiment showed significant differences in volatile compounds and percentage contents in TGY1 and TGY2. Network pharmacology indicated that they have anti-inflammatory effects. Besides, they were different in core targets, biological processes, and signaling pathways but shared similar anti-inflammatory mechanisms. Molecular docking results showed that the binding force of the TGY1 compounds to the core target is greater than that of the TGY2. Therefore, expired TGY affects volatile compounds, resulting in differences in the anti-inflammatory mechanism. The study provided a theoretical framework for further development and application of used medicinal and edible species. In addition, the application of expired TGY under safe conditions can also have anti-inflammatory effects. These results shed new light on the rational use of resources.

Keywords: Tieguanyin (TGY), anti-inflammatory, molecular mechanism, volatile compounds, network pharmacology, gas chromatographY-mass spectrometry (GC-MS).

Graphical Abstract

[1]
Cho, I.J.; Oh, D.H.; Yoo, J.; Hwang, Y.C.; Ahn, K.J.; Chung, H.Y.; Jeong, S.W.; Moon, J.Y.; Lee, S.H.; Lim, S.J.; Jeong, I.K. Allopurinol ameliorates high fructose diet induced hepatic steatosis in diabetic rats through modulation of lipid metabolism, inflammation, and ER stress pathway. Sci. Rep., 2021, 11(1), 9894.
[http://dx.doi.org/10.1038/s41598-021-88872-7] [PMID: 33972568]
[2]
Corella, D.; González, J.I.; Bulló, M.; Carrasco, P.; Portolés, O.; Díez-Espino, J.; Covas, M.I.; Ruíz-Gutierrez, V.; Gómez-Gracia, E.; Arós, F.; Fiol, M.; Herrera, M.C.; Santos, J.M.; Sáez, G.; Lamuela, R.; Lahoz, C.; Vinyoles, E.; Ros, E.; Estruch, R. Polymorphisms cyclooxy-genase-2 -765G>C and interleukin-6 -174G>C are associated with serum inflammation markers in a high cardiovascular risk population and do not modify the response to a Mediterranean diet supplemented with virgin olive oil or nuts. J. Nutr., 2009, 139(1), 128-134.
[http://dx.doi.org/10.3945/jn.108.093054] [PMID: 19056642]
[3]
Hendrickx, J.O.; Martinet, W.; Van Dam, D.; De Meyer, G.R.Y. Inflammation, nitro-oxidative stress, impaired autophagy, and insulin resistance as a mechanistic convergence between arterial stiffness and Alzheimer’s disease. Front. Mol. Biosci., 2021, 8651215
[http://dx.doi.org/10.3389/fmolb.2021.651215] [PMID: 33855048]
[4]
Whitehouse, M.W. Drugs to treat inflammation: A historical introduction. Curr. Med. Chem., 2005, 12(25), 2931-2942.
[http://dx.doi.org/10.2174/092986705774462879] [PMID: 16378496]
[5]
Qiao, L.; Huang, W.; Zhang, X.; Guo, H.; Wang, D.; Feng, Q.; Jin, R.; Xie, L.; Li, W.; Cheng, J. Evaluation of the immunomodulatory ef-fects of anti-COVID-19 TCM formulae by multiple virus-related pathways. Signal Transduct. Target. Ther., 2021, 6(1), 50.
[http://dx.doi.org/10.1038/s41392-021-00475-w] [PMID: 33542177]
[6]
Chen, S.; Lin, J.; Liu, H.; Gong, Z.; Wang, X.; Li, M.; Aharoni, A.; Yang, Z.; Yu, X. Insights into tissue-specific specialized metabolism in tieguanyin tea cultivar by untargeted metabolomics. Molecules, 2018, 23(7), 1817.
[http://dx.doi.org/10.3390/molecules23071817] [PMID: 30037120]
[7]
Zhu, J.; Chen, F.; Wang, L.; Niu, Y.; Yu, D.; Shu, C.; Chen, H.; Wang, H.; Xiao, Z. Comparison of aroma-active volatiles in oolong tea infusions using GC-Olfactometry, GC-FPD, and GC-MS. J. Agric. Food Chem., 2015, 63(34), 7499-7510.
[http://dx.doi.org/10.1021/acs.jafc.5b02358] [PMID: 26257073]
[8]
Lin, J.; Zhang, P.; Pan, Z.; Xu, H.; Luo, Y.; Wang, X. Discrimination of oolong tea (Camellia sinensis) varieties based on feature extraction and selection from aromatic profiles analysed by HS-SPME/GC-MS. Food Chem., 2013, 141(1), 259-265.
[http://dx.doi.org/10.1016/j.foodchem.2013.02.128] [PMID: 23768356]
[9]
Wang, W.; Jin, S.; Guo, Y. Exploration of a method of distinguishing different nongxiang tieguanyin tea grades based on aroma determined by GC-MS combined with chemometrics. Molecules, 2019, 24(9), 1707.
[http://dx.doi.org/10.3390/molecules24091707] [PMID: 31052526]
[10]
Chen, Y.J.; Kuo, P.C.; Yang, M.L.; Li, F.Y.; Jason, T. Effects of baking and aging on the changes of phenolic and volatile compounds in the preparation of old Tieguanyin oolong teas. Food Res. Int., 2013, 53(2), 732-743.
[http://dx.doi.org/10.1016/j.foodres.2012.07.007]
[11]
Wen, Y. The research on quality chemistry and anti-inflammatory of anxi tieguanyin tea. Hunan Agric. Univ; Available from, 2018. cdmd.cnki.com.cn/Article/CDMD-10537-10
[12]
Jahani, P.M.; Mohammadi, S.Z.; Khodabakhshzadeh, A.; Cha, J.H.; Mehdi Shahedi, A.; Mohammadreza, S.; Zhang, K.Q.; Le, Q.V.; Peng, W.X. Simultaneous detection of morphine and diclofenac using graphene nanoribbon modified screen-printed electrode. Int. J. Electrochem. Sci., 2020, 15, 9037-9048.
[http://dx.doi.org/10.20964/2020.09.14]
[13]
Somayeh, T.; Zahra, D.; Mohammadzadehjahani, P.; Iran, S.; Hadi, B.; Mehdi, S.A.; Ho, W.J.; Mehdi Shahedi, A.; Mohammadreza, S.; Zhang, K.Q.; Le, Q.V.; Peng, W.X. Recent developments in voltammetric and amperometric sensors for cysteine detection. RSC Advances, 2021, 11(10), 5411-5425.
[http://dx.doi.org/10.1039/D0RA07614G]
[14]
Ghanaat, J.; Khalilzadeh, M.A.; Zareyee, D.; Varma, R.S. Cell cycle inhibition, apoptosis, and molecular docking studies of the novel anti-cancer bioactive 1,2,4-triazole derivatives. Struct. Chem., 2020, 31(2), 691-699.
[http://dx.doi.org/10.1007/s11224-019-01453-3]
[15]
Hendrickx, J.O.; Martinet, W.; Dam, D.V.; Meyer, G. High gravity-assisted green synthesis of ZnO nanoparticles via Allium ursinum: Con-joining nanochemistry to neuroscience. Nano Express., 2020, 1(2)020025
[http://dx.doi.org/10.1088/2632-959X/abac4d]
[16]
Capone, S.; Tufariello, M.; Francioso, L.; Montagna, G.; Casino, F.; Leone, A.; Siciliano, P. Aroma analysis by GC/MS and electronic nose dedicated to negroamaro and primitivo typical Italian Apulian wines. Sensor Actuat. Biol. Chem., 2013, 179, 259-269.
[http://dx.doi.org/10.1016/j.snb.2012.10.142]
[17]
Prado-Prado, F.J.; Uriarte, E.; Borges, F.; González-Díaz, H. Multi-target spectral moments for QSAR and complex networks study of antibacterial drugs. Eur. J. Med. Chem., 2009, 44(11), 4516-4521.
[http://dx.doi.org/10.1016/j.ejmech.2009.06.018] [PMID: 19631422]
[18]
Xie, J.; Gao, S.; Li, L.; Xu, Y.L. Research progress and application strategy onnetwork pharmacology in Chinese materia medica. Chin. Tradit. Herbal Drugs, 2019, 10, 2257-2264.
[http://dx.doi.org/10.7501/j.issn.0253-2670.2019.10.001]
[19]
El-Hachem, N.; Haibe-Kains, B.; Khalil, A.; Kobeissy, F.H.; Nemer, G. AutoDock and AutoDockTools for protein-ligand docking: Beta-site amyloid precursor protein cleaving enzyme 1(bace1) as a case study. Methods Mol. Biol., 2017, 1598, 391-403.
[http://dx.doi.org/10.1007/978-1-4939-6952-4_20] [PMID: 28508374]
[20]
Damian, S.; Gable, A.L.; David, L. STRING v11, protein-protein association networks with increased coverage, supporting processal dis-covery in genome-wide experimental datasets. Nucleic Acids Res., 2019, 47(D1), D607-D613.
[http://dx.doi.org/10.1093/nar/gky1131]
[21]
Pinzi, L.; Rastelli, G. Molecular docking: Shifting paradigms in drug discovery. Int. J. Mol. Sci., 2019, 20(18), 4331.
[http://dx.doi.org/10.3390/ijms20184331] [PMID: 31487867]
[22]
Wang, X.Y.; Zhang, J.H. Main chemical factors influencing tea quality and safety and detection methods. China Food Safety Mag., 2017, 33, 45.
[23]
Li, H. Traditional Chinese herbal medicine also have a shelf life. Home Med., 2017, (6), 40-41.CNKI:SUN:JTKL.0.2017-06-054
[24]
Huo, M.; Cui, X.; Xue, J.; Chi, G.; Gao, R.; Deng, X.; Guan, S.; Wei, J.; Soromou, L.W.; Feng, H.; Wang, D. Anti-inflammatory effects of linalool in RAW 264.7 macrophages and lipopolysaccharide-induced lung injury model. J. Surg. Res., 2013, 180(1), e47-e54.
[http://dx.doi.org/10.1016/j.jss.2012.10.050] [PMID: 23228323]
[25]
Yang, H.; Wang, Q.; Han, L.; Yang, X.; Zhao, W.; Lyu, L.; Wang, L.; Yan, H.; Che, C. Nerolidol inhibits the LOX-1/IL-1β signaling to protect against the Aspergillus fumigatus keratitis inflammation damage to the cornea. Int. Immunopharmacol., 2020, 80(12)106118
[http://dx.doi.org/10.1016/j.intimp.2019.106118] [PMID: 31926445]
[26]
Peti, W.; Page, R. Molecular basis of MAP kinase regulation. Protein Sci., 2013, 22(12), 1698-1710.
[http://dx.doi.org/10.1002/pro.2374] [PMID: 24115095]
[27]
Choo, G.S.; Lim, D.P.; Kim, S.M.; Yoo, E.S.; Kim, S.H.; Kim, C.H.; Woo, J.S.; Kim, H.J.; Jung, J.Y. Anti inflammatory effects of Dendro-panax morbifera in lipopolysaccharide stimulated RAW264.7 macrophages and in an animal model of atopic dermatitis. Mol. Med. Rep., 2019, 19(3), 2087-2096.
[http://dx.doi.org/10.3892/mmr.2019.9887] [PMID: 30747232]
[28]
Croft, M.; Benedict, C.A.; Ware, C.F. Clinical targeting of the TNF and TNFR superfamilies. Nat. Rev. Drug Discov., 2013, 12(2), 147-168.
[http://dx.doi.org/10.1038/nrd3930] [PMID: 23334208]
[29]
Cao, S.N.; Yu, W.W.; Zang, C.X.; Bao, X.Q.; Sun, H.; Zhang, D. Mechanism of non-receptor tyrosine kinase SRC regulating neuroinflam-mation through phosphatase and tensin homology protein in microglia. Zhongguo Yi Xue Ke Xue Yuan Xue Bao, 2017, 39(4), 534-538.
[http://dx.doi.org/10.3881/j.issn.1000-503X.2017.04.012] [PMID: 28877832]
[30]
Wei, Q.; Lv, F.; Zhang, H.J.; Wang, X.F. Retraction, MicroRNA-101-3p inhibits fibroblast-like synoviocyte proliferation and inflammation in rheumatoid arthritis by targeting PTGS2. Biosci. Rep., 2020, 40(8)BSR20191136
[http://dx.doi.org/10.1042/BSR20191136] [PMID: 32744319]
[31]
Le, B.; Ge, P.; Ai, Q.; Lin, L.; Zhang, L. Catalase,a novel pharmacological target of metformin? Negative., 2015, 6(2), 29-32.CNKI:SUN:DSJY.0.2015-02-005
[32]
Mitchell, S.; Vargas, J.; Hoffmann, A. Signaling via the NFκB system. Wiley Interdiscip. Rev. Syst. Biol. Med., 2016, 8(3), 227-241.
[http://dx.doi.org/10.1002/wsbm.1331] [PMID: 26990581]
[33]
Song, Y.; Zhu, L.Y.; Li, R.N.; Zheng, X. Effect of astaxanthin on inflammatory response of RAW264.7 cells induced by lipopolysaccha-ride and its mechanism. Hua Nan Nong Ye Da Xue Xue Bao, 2020, 41(5), 9-16.
[http://dx.doi.org/10.7671/j.issn.1001-411X.202002019]
[34]
Yatkin, E.; Bernoulli, J.; Talvitie, E.M.; Santti, R. Inflammation and epithelial alterations in rat prostate: Impact of the androgen to oestro-gen ratio. Int. J. Androl., 2009, 32(4), 399-410.
[http://dx.doi.org/10.1111/j.1365-2605.2008.00930.x] [PMID: 19515173]
[35]
Li, Y. The prognostic value of procalcitonin and thyroid hormone levels in patients with systemic inflammatory response syndrome. He-nan Med. Res., 2017, 26(3), 528-529.
[http://dx.doi.org/10.3969/j.issn.1004-437X.2017.03.095]
[36]
Shin, D.H.; Jo, J.Y.; Han, J.Y.J.O. J.Y.; Han, J.Y. Dual targeting of ErbB2/ErbB3 for treatment of SLC3A2-NRG1-mediated lung cancer. Mol. Cancer Ther., 2018, 17(9), 2024-2033.
[http://dx.doi.org/10.1158/1535-7163.MCT-17-1178] [PMID: 29959202]
[37]
Kempe, P.; Hammar, M.; Brynhildsen, J. Symptoms of multiple sclerosis during use of combined hormonal contraception. ur. J.Obstet. Gyn. R B, 2015, 193, 1-4.
[http://dx.doi.org/10.1016/j.ejogrb.2015.06.030] [PMID: 26196655]

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