Using molecular docking analysis to discovery Dregea sinensis Hemsl. potential mechanism of anticancer, antidepression, and immunoregulation
Xiujie Liu1, Yu Shi2, Yulin Deng1, Rongji Dai1
1 Institute of Space Biology and Medical Engineering, School of Life Science, Beijing Institute of Technology, Beijing, PR China
2 Department of Basic Medicine, School of Basic Medical Sciences, Shanxi Medical University, Taiyuan, PR China
|Date of Submission||28-Aug-2016|
|Date of Acceptance||08-Nov-2016|
|Date of Web Publication||19-Jul-2017|
School of Life Science, Beijing Institute of Technology, Beijing 100081
Source of Support: None, Conflict of Interest: None
| Abstract|| |
Background: Dregea sinensis Hemsl. plant of the genus Dregea volubilis (Asclepiadaceae), plays a vital role in anticancer, antidepression, and immunoregulation. Steroidal glycosides are the main constituents of this herb, which were significant biological active ingredients. Objective: The objective of this study is to recognize the mechanism of anticancer, antidepression, and immunoregulation of D. sinensis Hemsl. Materials and Methods: Seventy-two steroidal glycosides of D. sinensis Hemsl. were evaluated on the docking behavior of tumor-associated proteins (PI3K, Akt, mTOR), depression-related proteins (MAO-A, MAO-B) and immune-related proteins (tumor necrosis factor-α [TNF-α], tumor necrosis factor receptor 2 [TNFR2], interleukin-2Rα [IL-2Rα]) using Discovery Studio version 3.1 (Accelrys, San Diego, USA). Results: The molecular docking analysis revealed that mostly steroidal glycosides of D. sinensis Hemsl. exhibited powerful interaction with the depression-related protein (MAO-A) and the immune-related proteins (TNFR2, IL-2Rα). Some ligands exhibited high binding energy for the tumor-associated proteins (PI3K, Akt, mTOR) and the immune-related protein (TNF-α), but MAO-B showed none interaction with the ligands. Conclusion: This study has paved better understanding of steroidal glycosides from D. sinensis Hemsl. as potential constituents to the prevention of associated cancer, depression and disorders of immunoregulation.
Abbreviations used: PI3K: Phosphatidyl inositol 3-kinase; Akt: Protein kinase B; mTOR: Mammalian target of rapamycin; MAO-A: Monoamine oxidase A; MAO-B: Monoamine oxidase B; TNF-α: Tumor necrosis factor α; TNFR2: Tumor necrosis factor receptor 2; IL-2Rα: The alpha subunit (CD25) of the interleukin-2 receptor; DS: Discovery Studio; PDB: Protein Database Bank; 3D: three-dimensional.
Keywords: Anticancer, antidepression, D. sinensis Hemsl., immunoregulation, steroidal glycosides
|How to cite this article:|
Liu X, Shi Y, Deng Y, Dai R. Using molecular docking analysis to discovery Dregea sinensis Hemsl. potential mechanism of anticancer, antidepression, and immunoregulation. Phcog Mag 2017;13:358-62
|How to cite this URL:|
Liu X, Shi Y, Deng Y, Dai R. Using molecular docking analysis to discovery Dregea sinensis Hemsl. potential mechanism of anticancer, antidepression, and immunoregulation. Phcog Mag [serial online] 2017 [cited 2021 Nov 30];13:358-62. Available from: http://www.phcog.com/text.asp?2017/13/51/358/211036
- The ligand database was consist of 72 steroidal glycosides from Dregea sinensis Hemsl
- Steroidal glycosides had the potential to dock with the tumor-associated proteins (PI3K, Akt, mTOR)
- Steroidal glycosides were bounded with MAO-A rather than MAO-B, accorded with the inhibitor selectivity of MAOs, can be considered as potent candidate inhibitors of MAO-A
- 72 ligands got high interaction with TNFR2 and IL-2Rα, regard the steroidal glycoside as powerful candidate inhibitors of TNFR2 and IL-2Rα.
| Introduction|| |
D. sinensis Hemsl. plant of the genus Dregea volubilis (Asclepiadaceae), widely distributed in the southwest of China and grown at an altitude of 500–3000 m of mountain jungles or bushes. As a common medicinal material, it is extensively used in Dai ethnic minorities with therapeutic effects including detoxification, blood-activating, defervesce, detumescence, and acesodyne. In the system of Dai medicine, D. sinensis Hemsl. plays a vital role in enhancing human immunity. With the intensive researches on Dai medicine, various studies have been focused on this plant species. At present, more than 100 compounds have been obtained from D. sinensis Hemsl. Steroidal glycosides are the main constituents in these obtained compounds, which are the significant biological active ingredients.,,,,,,,,,,, Since 1920's, steroidal glycosides compounds have been found from several plant species. These compounds mainly distributed in Asclepiadaceae, yam, Gentianaceae, and solanaceae  species. Among the plant species, Asclepiadaceae has the highest content of steroidal glycosides. Many plants of Asclepiadaceae have already proved to be of significant value in treating cough, tumor, rheumatoid arthritis, asthma, etc.,,, However, the pharmacological mechanism of D. sinensis Hemsl. has not been clarified clearly. In this paper, the chemical composition database of D. sinensis Hemsl. was builded up, and then molecular docking was carried out with the tumor-associated proteins, depression-related proteins, and immune-related proteins, respectively. Finally, the action mechanism of D. sinensis Hemsl. was explored at the level of protein molecules.
| Materials and Methods|| |
Based on the published literature,,,,,,,,,,,, the database of Dregea sinensis Hemsl. including 72 steroidal glycosides were prepared by ChemBio Office software. Classified by the structural characteristic, steroidal glycosides can be divided into seven categories: (A) C5-C6 single bond, C17 hydroxylation; (B) C5-C6 double bond, C17 hydroxylation; (C) C5-C6 double bond, C17 hydroxylation, C20 carbonylation; (D) C5-C6 double bond, C17 non-hydroxylation, C20 carbonylation; (E) C5-C6 single bond, C17 hydroxylation, C20 carbonylation; (F) C5-C6 single bond, C17 hydroxylation, C20 carbonylation; and (G) the others. The type of A- F shown in the [Table 1] below.
|Table 1: the steroidal glycosides Structural Characteristic of Dregea sinensis Hemsl|
Click here to view
Target protein identification and preparation
The initial three-dimensional (3D) geometric coordinates of the X-ray crystal structure of the protein was downloaded from the Protein Database Bank (PDB) (http://www.rcsb.org/pdb/home/home.do). The 3D structures of tumor-associated proteins: Phosphatidylinositol 3-kinase (PI3K, PDB ID: 1E8Y); protein kinase B (Akt, PDB ID: 4GV1); mammalian target of rapamycin (mTOR, PDB ID: 4JSP). The 3D structures of depression-related proteins: monoamine oxidase A (MAO-A, PDB ID: 2Z5Y); monoamine oxidase B (MAO-B, PDB ID: 4CRT). The 3D structures of immune-related proteins: Tumor necrosis factor-α (TNF-α, PDB ID: 2AZ5); tumor necrosis factor receptor 2 (TNFR2, PDB ID: 3ALQ); and the alpha subunit (CD25) of the interleukin-2 receptor (IL-2Rα, PDB ID: 2ERJ).
The molecular docking calculations were performed using the LibDock protocol under the protein-ligand interaction section in Discovery Studio ® 3.1 (Accelrys, San Diego, USA), which the ligand would be structurally rearranged in response to the receptor. Docking was carried out as described elsewhere, which hinted the target compounds as inhibitors of proteins.
| Results and Discussion|| |
PI3Ks are enzymes which catalyze the phosphorylation of one or more inositol phospholipids in the 3-position of the inositol ring. Akt is a serine/threonine protein kinase. After the pH-regulatory domain of Akt binds to PI3K, Akt is activated and translocated from the cytoplasm to the membrane, and consequently, mediates the activation of multiple downstream genes. The mTOR is an important regulatory factor of cell growth and proliferation. Many researches indicated that the PI3K/Akt/mTOR signaling pathway plays a crucial role in tumorigenesis and tumor progression. If this pathway disorders, it can induce a series of diseases, including cancer, neurological disease, and autoimmune diseases.,, 72 constituents of D. sinensis Hemsl. were evaluated on the docking behavior of PI3K, Akt, and mTOR, respectively. The docking studies calculations as in [Table 2]. 22 ligands exhibited interaction with the PI3K. most of them were type A, B, C, F, G. In contrast, type D and E were hard to dock with the PI3K. C-44 had the highest LibDock score (116.41) with that of PI3K, D-47, C-43, B-36, and A-3 also had high interaction energy. Akt possessed 35 docking ligands, and D-52 had the highest LibDock score (171.88). A-type, B-type, and D-type compounds had the high LibDock score with Akt. As for the docking studies calculations with mTOR, 27 steroidal glycosides had interaction with this protein. A-29 got the highest score (159.14) with that of mTOR. The result showed that A-type, C-type, and D-type also got high LibDock score with this protein. PI3K, Akt and mTOR all had high LibDock score with A-3 (113.29, 133.63, 115.76), B-36 (109.13, 128.83, 153.20), C-43 (109.53, 113.79, 121.34), and G-60 (99.59, 125.20, 122.10). This result provided a direction for the next anticancer drug research and development, to a certain extent, the study explained anticancer mechanism of D. sinensis Hemsl.
|Table 2: The libdockscore analysis of 72 ligands with that of PI3K, Akt, mTOR, MAO-A, MAO-B, TNFR2, TNF-a and IL-2Ra using Discovery Studio|
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Monoamine oxidases (MAOs) localized to the outer mitochondrial membrane in various cells catalyzed amine to produce hydrogen peroxide by oxidative deamination in the brain and peripheral nerve tissues. There exist two forms of MAOs: MAO-A and MAO-B. Two forms of MAOs have been identified by substrate and inhibitor selectivity., They have different effects in neurotransmitter metabolism and biological behavior. As for the docking studies and binding free energy calculations with MAO-A and MAO-B [Table 2]. Sixty ligands exhibited interaction with MAO-A, including all the B-type and all the C-type ligands, but there were 8 A-type steroidal glycosides of 12 failed-ligands. Most of the docking ligands got high LibDock score, especially B-34 (199.36) was the highest. Meanwhile, all the ligands were failed to dock with MAO-B. The result showed steroidal glycosides of D. sinensis Hemsl. had a significant difference in interaction with MAOs and conform to the inhibitor selectivity. Steroidal glycosides can be considered as potent inhibitors of MAO-A.
TNF-α is a pleiotropic cytokine involved in immunity, inflammation, cell proliferation, differentiation, and apoptosis, mainly secreted from activated macrophages. Both TNF receptors TNFR1 and TNFR2 are transmembrane proteins, with high similarity in their extracellular regions although they differ widely in their intracellular domains. All the ligands showed interaction with TNFR2, compared with 16 docking ligands to TNF-α [Table 2]. Then almost A-type ligands failed docking with the TNF-α. A-22 (171.73) had the highest score with that of TNFR2, and B-38 (134.49) to TNF-α. Finally, the docking studies calculations with that of IL-2Rα, in which 64 ligands exhibited interaction with IL-2Rα and the failed-ligands were all A-type. IL-2Rα got the highest LibDock score with D-64 (161.10). Molecular docking analysis of steroidal glycosides and immune-related proteins (TNFR2, TNF-α, and IL-2Rα) indicated that steroidal glycosides had interaction with these proteins, especially TNFR2 and IL-2Rα. As a powerful evidence to illuminate D. sinensis Hemsl. owning the function of immunoregulation.
| Conclusion|| |
In the present study, it was found that steroidal glycosides of D. sinensis Hemsl. had the potential to dock with the tumor-associated proteins (PI3K, Akt, mTOR). These compounds accorded with the inhibitor selectivity of MAOs, just were bound with MAO-A rather than MAO-B, can be considered as a potent candidate inhibitors of MAO-A. 72 ligands got high interaction with TNFR2 and IL-2Rα, regard the steroidal glycoside as powerful candidate inhibitors of TNFR2 and IL-2Rα. However, the ligands were weakly bound with TNF-α. Hence, it is strongly suggested that the results had paved better understanding of steroidal glycosides of D. sinensis Hemsl. as potential PI3K, Akt, mTOR, MAO-A, TNFR2, and IL-2Rα inhibitors in relation to the prevention of associated cancer, depression, and disorders of immunoregulation.
Financial support and sponsorship
This project was supported by the National Major Scientific Instruments and Equipment Development Project (Grant No. 2013YQ03059514).
Conflicts of interest
There are no conflicts of interest.
| References|| |
Editorial Committee of Flora of China. Flora of China. Beijing: Science Press; 2010.
Song LR. Chinese Materia Medica. Shanghai: Shanghai Scientific Press; 1999.
Lv F, Jia SH, Dai RJ, Meng WW, Deng YL. A new steroid from Dregea sinensis
. Chem Nat Comp 2014;50:862-4.
Liu Y, Qu J, Yu S, Tang W, Liu J, Hu Y, et al.
Nine novel C-21 steroidal glycosides substituted with orthoacetate from Dregea sinensis
. Steroids 2008;73:184-92.
Shen XL, Hu YJ, Xu J, Chen HS, Shen YM. Studies on the chemical constituents of Dregea sinensis
hemsl. Acta Pharmacol Sin 1996;31:613-6.
Liu Y, Tang W, Yu S, Qu J, Liu J, Liu Y. Eight new C-21 steroidal glycosides from Dregea sinensis
. Steroids 2007;72:514-23.
Liu YB, Su EN, Li JB, Zhang JL, Yu SS, Liu J, et al
. Steroidal glycosides from Dregea sinensis
screened by liquid chromatography-electrospray ionization tandem mass spectrometry. Nat Prod 2009;72:229-37.
Jia SH, Lv F, Dai RJ, Meng WW, Chen Y, Deng YL. C-21 steroidal glycosides from Dregea sinensis
. J Asian Nat Prod Res 2014;16:836-40.
Shen XL, Mu QZ. New oligosaccharides of Dregea sinensis
. Acta Chim Sin 1990;48:709-18.
Jia SH, Liu XJ, Dai RJ, Meng WW, Chen Y, Deng YL, et al
. Six new polyhydroxy steroidal glycosides from Dregea sinensis
Hemsl. Phytochem Lett 2015;11:209-14.
Shen XL, Mu QZ. A new steroidal compound of Dregea sinensis
hemsl. Acta Bot Yunnanica 1989;11:51-4.
Jin QD, Mu QZ. Studies on the structure of diglycoside from Dregea sinensis
. Acta Pharmacol Sin 1990;25:617-21.
Jin QD, Zhou QL, Mu QZ. Study on structure of dregeoside B from Dregea sinensis
. Nat Prod Res Dev 1990;2:14-8.
Jin QD, Mu QZ. Structure of dregeoside a from Dregea sinensis
. Acta Bot Yunnanica 1988;10:466-70.
Yoshikawa K, Okada N, Kan Y, Arihara S. Steroidal glycosides from the fresh stem of Stephanotis lutchuensis
(Asclepiadaceae). Chemical structures of stephanosides K-Q. Chem Pharm Bull (Tokyo) 1996;44:2243-8.
Aumsuwan P, Khan SI, Khan IA, Ali Z, Avula B, Walker LA, et al.
The anticancer potential of steroidal saponin, dioscin, isolated from wild yam (Dioscorea villosa
) root extract in invasive human breast cancer cell line MDA-MB-231 in vitro
. Arch Biochem Biophys 2016;591:98-110.
Yang H, Ding C, Duan Y, Liu J. Variation of active constituents of an important Tibet folk medicine Swertia mussotii
) between artificially cultivated and naturally distributed. J Ethnopharmacol 2005;98:31-5.
Arango E, Londoño B, Segura C, Solarte Y, Herrera S, Saez J, et al.
Prevention of sporogony of Plasmodium vivax
in Anopheles albimanus
by steroids of Solanum nudum
). Phytother Res 2006;20:444-7.
Aderounmu AO, Omonisi AE, Akingbasote JA, Makanjuola M, Bejide RA, Orafidiya LO, et al.
Wound-healing and potential anti-keloidal properties of the latex of Calotropis procera
(Aiton) Asclepiadaceae in rabbits. Afr J Tradit Complement Altern Med 2013;10:574-9.
Ye B, Li J, Li Z, Yang J, Niu T, Wang S. Anti-tumor activity and relative mechanism of ethanolic extract of Marsdenia tenacissima
(Asclepiadaceae) against human hematologic neoplasm in vitro
and in vivo
. J Ethnopharmacol 2014;153:258-67.
Nenaah G. Antimicrobial activity of Calotropis procera
Ait. (Asclepiadaceae) and isolation of four flavonoid glycosides as the active constituents. World J Microbiol Biotechnol 2013;29:1255-62.
Oliveira RS, Figueiredo IS, Freitas LB, Pinheiro RS, Brito GA, Alencar NM, et al.
Inflammation induced by phytomodulatory proteins from the latex of Calotropis procera
(Asclepiadaceae) protects against Salmonella infection in a murine model of typhoid fever. Inflamm Res 2012;61:689-98.
Narayanaswamy R, Isha A, Wai LK, Ismail IS. Molecular docking analysis of selected Clinacanthus nutans
constituents as xanthine oxidase, nitric oxide synthase, human neutrophil elastase, matrix metalloproteinase 2, matrix metalloproteinase 9 and squalene synthase inhibitors. Pharmacogn Mag 2016;12 Suppl 1:S21-6.
Hawkins PT, Stephens LR. PI3K signalling in inflammation. Biochim Biophys Acta 2015;1851:882-97.
Toulany M, Rodemann HP. Phosphatidylinositol 3-kinase/Akt signaling as a key mediator of tumor cell responsiveness to radiation. Semin Cancer Biol 2015;35:180-90.
Strimpakos AS, Karapanagiotou EM, Saif MW, Syrigos KN. The role of mTOR in the management of solid tumors: An overview. Cancer Treat Rev 2009;35:148-59.
Wang H, Duan L, Zou Z, Li H, Yuan S, Chen X, et al.
Activation of the PI3K/Akt/mTOR/p70S6K pathway is involved in S100A4-induced viability and migration in colorectal cancer cells. Int J Med Sci 2014;11:841-9.
Moore MN. Do airborne biogenic chemicals interact with the PI3K/Akt/mTOR cell signalling pathway to benefit human health and wellbeing in rural and coastal environments? Environ Res 2015;140:65-75.
Deng L, Chen J, Zhong XR, Luo T, Wang YP, Huang HF, et al.
Correlation between activation of PI3K/AKT/mTOR pathway and prognosis of breast cancer in Chinese women. PLoS One 2015;10:e0120511.
Jiang B, Li S, Liu W, Yang Y, Chen W, He D, et al.
Inhibitive activities detection of monoamine oxidases (MAO) A and B inhibitors in human liver MAO incubations by UPLC-ESI-MS/MS. J Pharm Biomed Anal 2015;115:283-91.
Geldenhuys WJ, Darvesh AS, Funk MO, Van der Schyf CJ, Carroll RT. Identification of novel monoamine oxidase B inhibitors by structure-based virtual screening. Bioorg Med Chem Lett 2010;20:5295-8.
Ledesma JC, Escrig MA, Pastor R, Aragon CM. The MAO-A inhibitor clorgyline reduces ethanol-induced locomotion and its volitional intake in mice. Pharmacol Biochem Behav 2014;116:30-8.
Li H, Cao MY, Lee Y, Benatar T, Lee V, Feng N, et al.
, a novel immunotherapy agent, stimulates TNFalpha expression in monocytes/macrophages in vitro
and in vivo
. Int Immunopharmacol 2007;7:1350-9.
Guo G, Morrissey J, McCracken R, Tolley T, Klahr S. Role of TNFR1 and TNFR2 receptors in tubulointerstitial fibrosis of obstructive nephropathy. Am J Physiol 1999;277 (5 Pt 2):F766-72.
Hashem RM, Mohamed RH, Abo-El-matty DM. Effect of curcumin on TNFR2 and TRAF2 in unilateral ureteral obstruction in rats. Nutrition 2016;32:478-85.
[Table 1], [Table 2]
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