Abstract
The role played by overexpression of tyrosine kinase epidermal growth factor receptor (EGFR), the transmembrane receptor central to numerous cellular processes comprising cell migration, adhesion, apoptosis, and cell proliferation, has been highlighted in various cancers such as prostate, breast, lung, and ovarian cancers as well as in mutations in the EGFR kinase domain. Although many therapeutic approaches have targetted EGFR, the mutations occurring in the EGFR kinase domain including L858 EGFR and T790/L858R had led to the amplification of EGFR signals, consequently leading to increased cell proliferation and cell growth. The strategies involving the inhibition of EGFR L858 and T790M have been accredited with limited achievement in addition to being associated with unwanted adverse effects as a result of crosstalk of wild-type EGFR. All current EGFR tyrosine kinase inhibitors have been identified as ATP competitive inhibitors of wild-type EGFR possessing aniline and quinazoline moiety on the ligands skeleton. Our results obtained by performing molecular docking study on Maestro 9.3 molecular docking suite indicated that CID5280343 possesses better energy conformation against wild-type EGFR as well as two mutated EGFR. Moreover, it was discovered in this study that the natural compounds CID72276, CID5280445, CID441794, and CID72277 and InterBioScreen’s library STOCK1N-78657, STOCK1N-78976, and STOCK1N-78847 have better binding conformation against gatekeeper T790M mutated EGFR concluded to be brought about by means of flexible ligands/receptor-based molecular docking protocol. Miraculous features of these compounds are their various pharmacokinetic and pharmacodynamic parameters which were found to be satisfactory as drug-like molecules. This molecular docking study also summarizes docking free energy, protein–ligands interaction profile, and pharmacokinetic and pharmacodynamic parameter of lead molecules which were tremendously helpful in enhancing the activity of these natural compounds against EGFR.
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Abreu-Martin MT, Chari A, Palladino AA, Craft NA, Sawyers CL (1999) Mitogen-activated protein kinase kinase kinase 1 activates androgen receptor-dependent transcription and apoptosis in prostate cancer. Mol Cell Biol 19:5143–5154
Azam M, Seeliger MA, Gray NS, Kuriyan J, Daley GQ (2008) Activation of tyrosine kinases by mutation of the gatekeeper threonine. Nat Struct Mol Biol 15:1109–1118
Baselga J (2001) The EGFR as a target for anticancer therapy focus on cetuximab. Eur J Cancer 37:16–22
Bianco R, Melisi D, Ciardiello F, Tortora G (2006) Key cancer cell signal transduction pathways as therapeutic targets. Eur J Cancer 42:290–294
Bonomi P (2003) Erlotinib: a new therapeutic approach for non-small cell lung cancer. Expert Opin Investig Drugs 12:1395–1401
Cho JY, Park J (2008) Contribution of natural inhibitors to the understanding of the PI3K/PDK1/PKB pathway in the insulin-mediated intracellular signaling cascade. Int J Mol Sci 9:2217–2230
da Rocha AB, Lopes RM, Schwartsmann G (2001) Natural products in anticancer therapy. Curr Opin Pharmacol 1:364–369
Di Lorenzo G, Tortora G, D’Armiento FP, De Rosa G, Staibano S, Autorino R, D’Armiento M, De Laurentiis M, De Placido S, Catalano G (2002) Expression of epidermal growth factor receptor correlates with disease relapse and progression to androgen-independence in human prostate cancer. Clin Cancer Res 8:3438–3444
Efferth T (2011) Natural products as inhibitors of epidermal growth factor receptor. In: Forum on immunopathological diseases and therapeutics, pp 281–301. doi:10.1615/ForumImmunDisTher.2012004386
Fridrich D, Teller N, Esselen M, Pahlke G, Marko D (2008) Comparison of delphinidin, quercetin and (−)-epigallocatechin-3-gallate as inhibitors of the EGFR and the ErbB2 receptor phosphorylation. Mol Nutr Food Res 52:815–822
Friesner RA, Banks JL, Murphy RB, Halgren TA, Klicic JJ, Mainz DT, Repasky MP, Knoll EH, Shelley M, Perry JK (2004) Glide: a new approach for rapid, accurate docking and scoring. 1. Method and assessment of docking accuracy. J Med Chem 47:1739–1749
Friesner RA, Murphy RB, Repasky MP, Frye LL, Greenwood JR, Halgren TA, Sanschagrin PC, Mainz DT (2006) Extra precision glide: docking and scoring incorporating a model of hydrophobic enclosure for protein–ligand complexes. J Med Chem 49:6177–6196
Fukuoka M, Yano S, Giaccone G, Tamura T, Nakagawa K, Douillard J-Y, Nishiwaki Y, Vansteenkiste J, Kudoh S, Rischin D (2003) Multi-institutional randomized phase II trial of gefitinib for previously treated patients with advanced non-small-cell lung cancer. J Clin Oncol 21:2237–2246
Gajiwala KS, Feng J, Ferre R, Ryan K, Brodsky O, Weinrich S, Kath JC, Stewart A (2012) Insights into the aberrant activity of mutant EGFR kinase domain and drug recognition. Structure 21:209–219
Guérin O, Fischel JL, Ferrero J-M, Bozec A, Milano G (2010) EGFR targeting in hormone-refractory prostate cancer: current appraisal and prospects for treatment. Pharmaceuticals 3:2238–2247
Halgren TA, Murphy RB, Friesner RA, Beard HS, Frye LL, Pollard WT, Banks JL (2004) Glide: a new approach for rapid, accurate docking and scoring. 2. Enrichment factors in database screening. J Med Chem 47:1750–1759
Herbst RS (2003) Erlotinib (Tarceva): an update on the clinical trial program. Semin Oncol 30:34–46
Herbst RS, Hong WK (2002) IMC-C225, an anti-epidermal growth factor receptor monoclonal antibody for treatment of head and neck cancer. Semin Oncol 29:18–30
Hillman GG (2012) Dietary agents in cancer chemoprevention and treatment. J Oncol 21:209–219
Huang C-Y, Chan C-Y, Chou I-T, Lien C-H, Hung H-C, Lee M-F (2013) Quercetin induces growth arrest through activation of FOXO1 transcription factor in EGFR-overexpressing oral cancer cells. J Nutr Biochem 24:1596–1603
Jorgensen WL, Duffy EM (2002) Prediction of drug solubility from structure. Adv Drug Deliv Rev 54:355–366
Jorgensen WL, Tirado-Rives J (1988) The OPLS [optimized potentials for liquid simulations] potential functions for proteins, energy minimizations for crystals of cyclic peptides and crambin. J Am Chem Soc 110:1657–1666
Jorgensen WL, Maxwell DS, Tirado-Rives J (1996) Development and testing of the OPLS all-atom force field on conformational energetics and properties of organic liquids. J Am Chem Soc 118:11225–11236
Jung JH, Lee JO, Kim JH, Lee SK, You GY, Park SH, Park JM, Kim EK, Suh PG, An JK (2010) Quercetin suppresses HeLa cell viability via AMPK-induced HSP70 and EGFR down-regulation. J Cell Physiol 23:408–414
Khan N, Afaq F, Saleem M, Ahmad N, Mukhtar H (2006) Targeting multiple signaling pathways by green tea polyphenol (−)-epigallocatechin-3-gallate. Cancer Res 66:2500–2505
Kobayashi S, Boggon TJ, Dayaram T, Jänne PA, Kocher O, Meyerson M, Johnson BE, Eck MJ, Tenen DG, Halmos B (2005) EGFR mutation and resistance of non-small-cell lung cancer to gefitinib. N Engl J Med 352:786–792
Kosaka T, Yamaki E, Mogi A, Kuwano H (2011) Mechanisms of resistance to EGFR TKIs and development of a new generation of drugs in non-small-cell lung cancer. J Biomed Biotechnol 2011:165214. doi:10.1155/2011/165214
Labbé D, Provençal M, Lamy S, Boivin D, Gingras D, Béliveau R (2009) The flavonols quercetin, kaempferol, and myricetin inhibit hepatocyte growth factor-induced medulloblastoma cell migration. J Nutr 139:646–652
Lee KW, Kang NJ, Rogozin EA, Kim H-G, Cho YY, Bode AM, Lee HJ, Surh Y-J, Bowden GT, Dong Z (2007) Myricetin is a novel natural inhibitor of neoplastic cell transformation and MEK1. Carcinogenesis 28:1918–1927
Lin L, Bivona TG (2012) Mechanisms of resistance to epidermal growth factor receptor inhibitors and novel therapeutic strategies to overcome resistance in NSCLC patients. Chemother Res Pract 2012:9
Lin Y, Shi R, Wang X, Shen H-M (2008) Luteolin, a flavonoid with potentials for cancer prevention and therapy. Curr Cancer Drug Targets 8:634
Liu B, Bernard B, Wu JH (2006) Impact of EGFR point mutations on the sensitivity to gefitinib: insights from comparative structural analyses and molecular dynamics simulations. Proteins 65:331–346
Lu JJ, Crimin K, Goodwin JT, Crivori P, Orrenius C, Xing L, Tandler PJ, Vidmar TJ, Amore BM, Wilson AG (2004) Influence of molecular flexibility and polar surface area metrics on oral bioavailability in the rat. J Med Chem 47:6104–6107
Luo H, Daddysman MK, Rankin GO, Jiang B-H, Chen YC (2010) Kaempferol enhances cisplatin’s effect on ovarian cancer cells through promoting apoptosis caused by down regulation of cMyc. Cancer Cell Int 10:16
Lynch TJ, Bell DW, Sordella R, Gurubhagavatula S, Okimoto RA, Brannigan BW, Harris PL, Haserlat SM, Supko JG, Haluska FG (2004) Activating mutations in the epidermal growth factor receptor underlying responsiveness of non-small-cell lung cancer to gefitinib. N Engl J Med 350:2129–2139
Mitsudomi T, Morita S, Yatabe Y, Negoro S, Okamoto I, Tsurutani J, Seto T, Satouchi M, Tada H, Hirashima T (2010) Gefitinib versus cisplatin plus docetaxel in patients with non-small-cell lung cancer harbouring mutations of the epidermal growth factor receptor (WJTOG3405): an open label, randomised phase 3 trial. Lancet Oncol 11:121–128
Ono M, Kuwano M (2006) Molecular mechanisms of epidermal growth factor receptor (EGFR) activation and response to gefitinib and other EGFR-targeting drugs. Clin Cancer Res 12:7242–7251
Pao W, Miller VA (2005) Epidermal growth factor receptor mutations, small-molecule kinase inhibitors, and non-small-cell lung cancer: current knowledge and future directions. J Clin Oncol 23:2556–2568
Pao W, Miller VA, Politi KA, Riely GJ, Somwar R, Zakowski MF, Kris MG, Varmus H (2005) Acquired resistance of lung adenocarcinomas to gefitinib or erlotinib is associated with a second mutation in the EGFR kinase domain. PLoS Med 2:e73
Paule B, Brion N (2003) EGF receptors in urological cancer. Molecular basis and therapeutic involvements. Ann Med Interne (Paris) 154:448–456
Phillips P, Sangwan V, Borja-Cacho D, Dudeja V, Vickers S, Saluja A (2011) Myricetin induces pancreatic cancer cell death via the induction of apoptosis and inhibition of the phosphatidylinositol 3-kinase (PI3K) signaling pathway. Cancer Lett 308:181–188
Phosrithong N, Ungwitayatorn J (2010) Molecular docking study on anticancer activity of plant-derived natural products. Med Chem Res 19:817–835
Ranson M, Hammond LA, Ferry D, Kris M, Tullo A, Murray PI, Miller V, Averbuch S, Ochs J, Morris C (2002) ZD1839, a selective oral epidermal growth factor receptor–tyrosine kinase inhibitor, is well tolerated and active in patients with solid, malignant tumors: results of a phase I trial. J Clin Oncol 20:2240–2250
Repasky MP, Shelley M, Friesner RA (2007) Flexible ligand docking with Glide. Curr Protoc Bioinformatics 8:11–18
Saini KS, Piccart-Gebhart MJ (2010) Dual targeting of the PI3K and MAPK pathways in breast cancer. APJOH 2:13–15
Salomon DS, Brandt R, Ciardiello F, Normanno N (1995) Epidermal growth factor-related peptides and their receptors in human malignancies. Crit Rev Oncol Hematol 19:183
Sarkar FH, Li Y (2006) Using chemopreventive agents to enhance the efficacy of cancer therapy. Cancer Res 66:3347–3350
Sertel S, Plinkert PK, Efferth T (2010) Natural products derived from traditional Chinese medicine as novel inhibitors of the epidermal growth factor receptor. Comb Chem High Throughput Screen 13:849–854
Sharma SV, Bell DW, Settleman J, Haber DA (2007) Epidermal growth factor receptor mutations in lung cancer. Nat Rev Cancer 7:169–181
Shimizu M, Shirakami Y, Moriwaki H (2008) Targeting receptor tyrosine kinases for chemoprevention by green tea catechin, EGCG. Int J Mol Sci 9:1034–1049
Shimizu M, Adachi S, Masuda M, Kozawa O, Moriwaki H (2011) Cancer chemoprevention with green tea catechins by targeting receptor tyrosine kinases. Mol Nutr Food Res 55:832–843
Shivakumar D, Williams J, Wu Y, Damm W, Shelley J, Sherman W (2010) Prediction of absolute solvation free energies using molecular dynamics free energy perturbation and the OPLS force field. J Chem Theory Comput 6:1509–1519
Singh P, Bast F (2013) Multitargeted molecular docking study of plant-derived natural products on phosphoinositide-3 kinase pathway components. Med Chem Res 23:1690–1700
Sogabe S, Kawakita Y, Igaki S, Iwata H, Miki H, Cary DR, Takagi T, Takagi S, Ohta Y, Ishikawa T (2012) Structure-based approach for the discovery of Pyrrolo[3, 2-d]pyrimidine-based EGFR T790M/L858R mutant inhibitors. ACS Med Chem Lett 4:201–205
Sos ML, Fischer S, Ullrich R, Peifer M, Heuckmann JM, Koker M, Heynck S, Stückrath I, Weiss J, Fischer F (2009) Identifying genotype-dependent efficacy of single and combined PI3K- and MAPK-pathway inhibition in cancer. Proc Natl Acad Sci USA 106:18351–18356
Stamos J, Sliwkowski MX, Eigenbrot C (2002) Structure of the epidermal growth factor receptor kinase domain alone and in complex with a 4-anilinoquinazoline inhibitor. J Biol Chem 277:46265–46272
Suda K, Onozato R, Yatabe Y, Mitsudomi T (2009) EGFR T790M mutation: a double role in lung cancer cell survival? J Thorac Oncol 4:1–4
Sun F, Zheng XY, Ye J, Wu TT, Wang Jl, Chen W (2012) Potential anticancer activity of myricetin in human T24 bladder cancer cells both in vitro and in vivo. Nutr Cancer 64:599–606
Sunil H (2012) Inhibition studies of naturally occurring terpene based compounds with cyclin-dependent kinase 2 enzyme. J Comput Sci Syst Biol 5:2
Traish A, Morgentaler A (2009) Epidermal growth factor receptor expression escapes androgen regulation in prostate cancer: a potential molecular switch for tumour growth. Br J Cancer 101:1949–1956
Traxler P, Furet P (1999) Strategies toward the design of novel and selective protein tyrosine kinase inhibitors. Pharmacol Ther 82:195–206
Wong K-K, Engelman JA, Cantley LC (2010) Targeting the PI3K signaling pathway in cancer. Curr Opin Genet Dev 20:87–90
Yatabe Y, Mitsudomi T (2007) Epidermal growth factor receptor mutations in lung cancers. Pathol Int 57:233–244
Yun C-H, Mengwasser KE, Toms AV, Woo MS, Greulich H, Wong K-K, Meyerson M, Eck MJ (2008) The T790M mutation in EGFR kinase causes drug resistance by increasing the affinity for ATP. Proc Natl Acad Sci USA 105:2070–2075
Zhang X, Chen S, Tang L, Shen Y, Luo L, Xu C, Liu Q, Li D (2013) Myricetin induces apoptosis in Hepg2 cells through Akt/P70s6k/bad signaling and mitochondrial apoptotic pathway. Anticancer Agents Med Chem 13:1575–1581
Zhou W, Ercan D, Chen L, Yun C-H, Li D, Capelletti M, Cortot AB, Chirieac L, Iacob RE, Padera R (2009) Novel mutant-selective EGFR kinase inhibitors against EGFR T790M. Nature 462:1070–1074
Zhu M-L, Kyprianou N (2008) Androgen receptor and growth factor signaling cross-talk in prostate cancer cells. Endocr Relat Cancer 15:841–849
Acknowledgments
We would like to thank Vice Chancellor, Central University of Punjab, Bathinda, Punjab, (India) for supporting this study with infrastructural requirements. We also thank Professor P. Ramarao (Dean, Academic Affairs), Central University of Punjab, Bathinda, Punjab, India for his suggestions during the course that tremendously helped to improve this article. This study was also supported by a Senior Research Fellowship grant-in-aid from Indian Council of Medical Research (ICMR), Government of India awarded to PS. We also thank executive director, Schrödinger, for providing Maestro 9.3 technical support that has tremendously helped in this study.
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Singh, P., Bast, F. In silico molecular docking study of natural compounds on wild and mutated epidermal growth factor receptor. Med Chem Res 23, 5074–5085 (2014). https://doi.org/10.1007/s00044-014-1090-1
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DOI: https://doi.org/10.1007/s00044-014-1090-1