Abstract
Abnormalities in the expression levels of EGFR/HER2 are found in many different types of human cancer; therefore, the design of dual inhibitors of EGFR/HER2 is a recognized anti-cancer strategy. Some lapatinib derivatives have been previously synthesized by modification at the methylsulfonylethylaminomethylfuryl group and biologically evaluated, demonstrating that the 2i compound shows potent inhibitory activity against EGFR/HER2-overexpressing cancer cells. In the present study, we explored the structural and energetic features that guide the molecular recognition of 2i using various EGFR/HER2 states. Molecular dynamics (MD) simulation with an MMPB(GB)SA approach was used to generate the inactive EGFR/HER2–ligand complexes. Our results corroborate that slight modification of lapatinib contributes to an increase in the affinity of the 2i compound for inactive EGFR/HER2 as compared with lapatinib compound, which is in accordance with experimental results. Comparison with previous results reveals that lapatinib and its derivative bind more strongly to the inactive than the intermediate active-inactive HER2 state. Principal component analysis allowed the observation that coupling of 2i to EGFR/HER2 is linked to a reduction in the conformational mobility, which may also contribute to the improvement in affinity observed for this compound as compared with lapatinib.





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References
Olayioye MA, Neve RM, Lane HA, Hynes NE (2000) The ErbB signaling network: receptor heterodimerization in development and cancer. EMBO J 19:3159–3167
Lurje G, Lenz H-J (2009) EGFR signaling and drug discovery. Oncology 77:400–410
Tzahar E, Waterman H, Chen X, Levkowitz G, Karunagaran D, Lavi S, Ratzkin BJ, Yarden Y (1996) A hierarchical network of interreceptor interactions determines signal transduction by Neu differentiation factor/neuregulin and epidermal growth factor. Mol Cell Biol 16:5276–5287
Qian X, LeVea CM, Freeman JK, Dougall WC, Greene MI (1994) Heterodimerization of epidermal growth factor receptor and wild-type or kinase-deficient Neu: a mechanism of interreceptor kinase activation and transphosphorylation. Proc Natl Acad Sci USA 91:1500–1504
Graus-Porta D, Beerli RR, Daly JM, Hynes NE (1997) ErbB-2, the preferred heterodimerization partner of all ErbB receptors, is a mediator of lateral signaling. EMBO J 16:1647–1655
Riese DJ 2nd, Gallo RM, Settleman J (2007) Mutational activation of ErbB family receptor tyrosine kinases: insights into mechanisms of signal transduction and tumorigenesis. BioEssays 29:558–565
Zhang X, Gureasko J, Shen K, Cole PA, Kuriyan J (2006) An allosteric mechanism for activation of the kinase domain of epidermal growth factor receptor. Cell 125:1137–1149
Hubbard SR, Miller WT (2007) Receptor tyrosine kinases: mechanisms of activation and signaling. Curr Opin Cell Biol 19:117–123
Balius TE, Rizzo RC (2009) Quantitative prediction of fold resistance for inhibitors of EGFR. Biochemistry 48:435–8448
Aertgeerts K, Skene R, Yano J, Sang B-C, Zou H, Snell G, Jennings A, Iwamoto K, Habuka N, Hirokawa A, Ishikawa T, Tanaka T, Miki H, Ohta Y, Sogabe S (2011) Structural analysis of the mechanism of inhibition and allosteric activation of the kinase domain of HER2 protein. J Biol Chem 286:18756–18765
Johnson LN (2009) Protein kinase inhibitors: contributions from structure to clinical compounds. Q Rev Biophys 42:1–40
Wood ER, Truesdale AT, McDonald OB, Yuan D, Hassell A, Dickerson SH, Ellis B, Pennisi C, Horne E, Lackey K, Alligood KJ, Rusnak DW, Gilmer TM, Shewchuk L (2004) A unique structure for epidermal growth factor receptor bound to GW572016 (Lapatinib): relationships among protein conformation, inhibitor off-rate, and receptor activity in tumor cells. Cancer Res 64:6652–6659
Seeliger MA, Ranjitkar P, Kasap C, Shan Y, Shaw DE, Shah NP, Kuriyan J, Maly DJ (2009) Equally potent inhibition of c-Src and Abl by compounds that recognize inactive kinase conformations. Cancer Res 69:2384–2392
Bello M (2018) Binding mechanism of kinase inhibitors to EGFR and T790M, L858R and L858R/T790M mutants through structural and energetic analysis. Int J Biol Macromol 118:1948–1962
Saldaña-Rivera L, Bello M, Méndez-Luna D (2019) Structural insight into the binding mechanism of ATP to EGFR and L858R, and T790M and L858R/T790 mutants. J Biomol Struct Dyn 1:1–14
Rusnak DW, Lackey K, Affleck K (2001) The effects of the novel, reversible epidermal growth factor receptor/ErbB-2 tyrosine kinase inhibitor, GW2016, on the growth of human normal and tumor-derived cell lines in vitro and in vivo. Mol Cancer Ther 1:85–89
Konecny GE, Pegram MD, Venkatesan N, Finn R, Yang G (2006) Activity of the dual kinase inhibitor lapatinib (GW572016) against HER-2-overexpressing and trastuzumab-treated breast cancer cells. Cancer Res 66:1630–1639
Johnston SR, Leary A (2006) Lapatinib: a novel EGFR/HER2 tyrosine kinase inhibitor for cancer. Drugs Today Barc 42:441–453
Zhou Y, Li S, Hu YP, Wang J, Hauser J (2006) Blockade of EGFR and ErbB2 by the novel dual EGFR and ErbB2 tyrosine kinase inhibitor GW572016 sensitizes human colon carcinoma GEO cells to apoptosis. Cancer Res 66:404–411
Medina PJ, Goodin S (2008) Lapatinib: a dual inhibitor of human epidermal growth factor receptor tyrosine kinases. Clin Ther 30:1426–1447
Bello M, Saldaña-Rivero L, Correa-Basurto J, García B, Sánchez-Espinosa VA (2018) Structural and energetic basis for the molecular recognition of dual synthetic vs. natural inhibitors of EGFR/HER2. Int J Biol Macromol 111:569–586
Mendelsohn J, Baselga J (2006) Epidermal growth factor receptor targeting in cancer. Semin Oncol 33:369–385
Ciardiello F, Tortora G (2001) A novel approach in the treatment of cancer: targeting the epidermal growth factor receptor. Clin Cancer Res 7:2958–2970
Rexer BN, Ghosh R, Narasanna A (2013) Human breast cancer cells harboring a gatekeeper T798M mutation in HER2 overexpress EGFR ligands and are sensitive to dual inhibition of EGFR and HER2. Clin Cancer Res 19:5390–5401
Gonzaga IM, Soares-Lima SC, de Santos PT (2012) Alterations in epidermal growth factor receptors 1 and 2 in esophageal squamous cell carcinomas. BMC Cancer 12:56
Reid A, Vidal L, Shaw H (2007) Dual inhibition of ErbB1 (EGFR/HER1) and ErbB2 (HER2/neu). Eur J Cancer 43:481–489
Lyu A, Lei F, Shaohua G (2014) Design and synthesis of Lapatinib derivatives containing a branched side chain as HER1/HER2 targeting antitumor drug candidates. Eur J Med Chem 87:631–642
Sali A, Blundell TL (1993) Comparative protein modelling by satisfaction of spatial restraints. J Mol Biol 234(3):779–815
Chen VB, Arendall WB III, Headd JJ, Keedy DA, Immormino RM, Kapral GJ, Murray LW, Richardson JS, Richardson DC (2010) MolProbity: all-atom structure validation for macromolecular crystallography. Acta Crystallogr D 66:12–21
Morris GM, Huey R, Lindstrom W, Sanner MF, Belew RK, Goodsell DS, Olson AJ (2009) AutoDock4 and AutoDockTools4: automated docking with selective receptor flexiblity. J Comput Chem 30:2785–2791
Irwin JJ (2012) ZINC: a free tool to discover chemistry for biology. J Chem Inf Model 52(7):1757–1768
Advanced Chemistry Development, Inc. ACD/ChemSketch, version 14.01. Toronto, ON, Canada, 2012
Dennington R, Keith T, Millam J (2009) GaussView, version 5. Semichem Inc., Shawnee Mission, KS
M.J. Frisch, G.W. Trucks, H.B. Schlegel, G.E. Scuseria, M.A. Robb, J.R. Cheeseman, H. Nakatsuji (2009) Gaussian 09. Revision D. 01. Wallingford CT
Case DA, Cheatham TE, Darden T, Gohlke H, Luo R, Merz KM Jr, Woods RJ (2005) The Amber biomolecular simulation programs. J Comput Chem 26:1668–1688
Duan Y, Wu C, Chowdhury S, Lee MC, Xiong G, Zhang W (2003) A point-charge force field for molecular mechanics simulations of proteins based on condensed-phase quantum mechanical calculations. J Comput Chem 24:1999–2012
Jorgensen WL, Chandrasekhar J, Madura JD, Impey RW, Klein ML (1983) Comparison of simple potential functions for simulating liquid water. J Chem Phys 79:926–935
Wang J, Wolf RM, Caldwell JW, Kollman PA, Case DA (2004) Development and testing of a general amber force field. J Comput Chem 25(9):1157–1174
Van Gunsteren WF, Berendsen HJC (1977) Algorithms for macromolecular dynamics and constraint dynamics. Mol Phys 34:1311–1327
Darden T, York D, Pedersen L (1993) Particle mesh Ewald: an N·log(N) method for Ewald sums in large systems. J Chem Phys 98:10089
Berendsen HJC, Postma JPM, van Gunsteren WF, DiNola A, Haak JR (1984) Molecular dynamics with coupling to an external bath. J Chem Phys 3684:81
DeLano WL (2002) The PyMOL molecular graphics system. DeLanoScientific, PaloAlto
Schrödinger, LLC. Maestro, Version 10.5. New York, NY, USA: 2016–1
Miller BR, McGee TD, Swails JM, Homeyer N, Gohlke H, Roitberg AE (2012) MMPBSA.py: an efficient program for end-state free energy calculations. J Chem Theory Comput 8:3314–3321
Gohlke H, Kiel C, Case DAJ (2003) Insights into protein-protein binding by binding free energy calculation and free energy decomposition for the Ras-Raf and Ras-RalGDS complexes. Mol Biol 330:891–913
Kollman PA, Massova I, Reyes C, Kuhn B, Huo S, Chong L (2000) Calculating structures and free energies of complex molecules: combining molecular mechanics and continuum models. Acc Chem Res 33:889–897
Wang JM, Hou TJ, Xu XJ (2006) Recent advances in free energy calculations with a combination of molecular mechanics and continuum model. Drug Des 2:287–306
Onufriev A, Bashford V, Case DA (2004) Exploring protein native states and large-scale conformational changes with a modified generalized born model. Proteins 55:383–394
Yun CH, Mengwasser KE, Toms AV, Woo MS, Greulich H, Wong KK, Meyerson M, Eck MJ (2008) The T790M mutation in EGFR kinase causes drug resistance by increasing the affinity for ATP. PNAS 105:2070–2075
Ruan Z, Katiyar S, Kannan N (2017) Computational and experimental characterization of patient derived mutations reveal an unusual mode of regulatory spine assembly and drug sensitivity in EGFR kinase. Biochemistry 56:22–32
Ahmed M, Sadek M, Abouzid KA, Wang F (2013) In silico design: extended molecular dynamic simulations of a new series of dually acting inhibitors against EGFR and HER2. J Mol Graph Model 44:220–231
Xing L, Klug-Mcleod J, Rai B, Lunney EA (2015) Kinase hinge binding scaffolds and their hydrogen bond patterns. Bioorg Med Chem 23(19):6520–6527
Li DD, Qin YJ, Sun J, Li JR, Fang F, Du QR, Qian Y, Gong HB, Zhu HL (2013) Optimization of substituted 6-salicyl-4-anilinoquinazoline derivatives as dual EGFR/HER2 tyrosine kinase inhibitors. PLoS ONE 8:e69427
Jura N, Zhang X, Endres NF, Seeliger MA, Schindler T, Kuriyan J (2011) Catalytic control in the EGF receptor and its connection to general kinase regulatory mechanisms. Mol Cell 42:9–22
Acknowledgements
The work was supported by grants from CONACYT (CB-A1-S-21278) and SIP/IPN (20190133).
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Bello, M., Guadarrama-García, C. & Rodriguez-Fonseca, R.A. Dissecting the molecular recognition of dual lapatinib derivatives for EGFR/HER2. J Comput Aided Mol Des 34, 293–303 (2020). https://doi.org/10.1007/s10822-019-00270-4
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DOI: https://doi.org/10.1007/s10822-019-00270-4