A rotamer relay information system in the epidermal growth factor receptor-drug complexes reveals clues to new paradigm in protein conformational change
Status PubMed-not-MEDLINE Language English Country Netherlands Media electronic-ecollection
Document type Journal Article
PubMed
34667537
PubMed Central
PMC8511715
DOI
10.1016/j.csbj.2021.09.026
PII: S2001-0370(21)00411-6
Knihovny.cz E-resources
- Keywords
- EGFR, NSCLC, Protein folding, Protein structure, Rotamer, Tumour resistance, Tyrosine kinase inhibitor,
- Publication type
- Journal Article MeSH
Cancer cells can escape the effects of chemotherapy through mutations and upregulation of a tyrosine kinase protein called the epidermal growth factor receptor (EGFR). In the past two decades, four generations of tyrosine kinase inhibitors targeting EGFR have been developed. Using comparative structure analysis of 116 EGFR-drug complex crystal structures, cluster analysis produces two clans of 73 and 43 structures, respectively. The first clan of 73 structures is larger and is comprised mostly of the C-helix-IN conformation while the second clan of 43 structures correlates with the C-helix-OUT conformation. A deep rotamer analysis identifies 43 residues (18%) of the total of 237 residues spanning the kinase structures under investigation with significant rotamer variations between the C-helix-IN and C-helix-OUT clans. The locations of these rotamer variations take on the appearance of side chain conformational relays extending out from points of EGFR mutation to different regions of the EGFR kinase. Accordingly, we propose that key EGFR mutations act singly or together to induce drug resistant conformational changes in EGFR that are communicated via these side chain conformational relays. Accordingly, these side chain conformational relays appear to play a significant role in the development of tumour resistance. This phenomenon also suggests a new paradigm in protein conformational change that is mediated by supportive relays of rotamers on the protein surface, rather than through conventional backbone movements.
KP Therapeutics s r o Purkyňova 649 127 Brno CZ 61200 Czech Republic
Veterinary Research Institute Hudcova 70 CZ 62100 Brno Czech Republic
See more in PubMed
Thomas R., Weihua Z. Rethink of EGFR in Cancer With Its Kinase Independent Function on Board. Frontiers. Oncology. 2019;9(800) PubMed PMC
Gschwind A., Fischer O.M., Ullrich A. The discovery of receptor tyrosine kinases: targets for cancer therapy. Nat Rev Cancer. 2004;4(5):361–370. PubMed
Prabhakar C.N. Epidermal growth factor receptor in non-small cell lung cancer. Translational lung cancer research. 2015;4(2):110–118. PubMed PMC
Herbst R.S. Review of epidermal growth factor receptor biology. Int J Radiat Oncol Biol Phys. 2004;59(2):S21–S26. PubMed
Patrizia V. The biology of Epidermal Growth Factor Receptor (EGFR) from regulating cell cycle to promoting carcinogenesis: the state of art including treatment options. Annals of Cytology and Pathology. 2020;5(1):048–053.
Chen J., Zeng F., Forrester S.J., Eguchi S., Zhang M.-Z., Harris R.C. Expression and Function of the Epidermal Growth Factor Receptor in Physiology and Disease. Physiol Rev. 2016;96(3):1025–1069. PubMed
Wieduwilt M.J., Moasser M.M. The epidermal growth factor receptor family: biology driving targeted therapeutics. Cellular and molecular life sciences : CMLS. 2008;65(10):1566–1584. PubMed PMC
Hopper-Borge E.A., Nasto R.E., Ratushny V., Weiner L.M., Golemis E.A., Astsaturov I. Mechanisms of tumor resistance to EGFR-targeted therapies. Expert opinion on therapeutic targets. 2009;13(3):339–362. PubMed PMC
Adamczyk K.A., Klein-Scory S., Tehrani M.M., Warnken U., Schmiegel W., Schnölzer M. Characterization of soluble and exosomal forms of the EGFR released from pancreatic cancer cells. Life Sci. 2011;89(9-10):304–312. PubMed
Arteaga C., Engelman J. ERBB receptors: from oncogene discovery to basic science to mechanism-based cancer therapeutics. Cancer Cell. 2014;25(3):282–303. PubMed PMC
Kovacs E., Zorn J.A., Huang Y., Barros T., Kuriyan J. A structural perspective on the regulation of the epidermal growth factor receptor. Annu Rev Biochem. 2015;84(1):739–764. PubMed PMC
Maramotti S., Paci M., Miccichè F., Ciarrocchi A., Cavazza A., De Bortoli M. Soluble epidermal growth factor receptor isoforms in non-small cell lung cancer tissue and in blood. Lung Cancer. 2012;76(3):332–338. PubMed
Zeng F., Singh A.B., Harris R.C. The role of the EGF family of ligands and receptors in renal development, physiology and pathophysiology. Exp Cell Res. 2009;315(4):602–610. PubMed PMC
Harris R.C., Chung E., Coffey R.J. EGF receptor ligands. Exp Cell Res. 2003;284(1):2–13. PubMed
Zhang X., Gureasko J., Shen K., Cole P.A., Kuriyan J. An allosteric mechanism for activation of the kinase domain of epidermal growth factor receptor. Cell. 2006;125(6):1137–1149. PubMed
Chong C.R., Jänne P.A. The quest to overcome resistance to EGFR-targeted therapies in cancer. Nat Med. 2013;19(11):1389–1400. PubMed PMC
Hanahan D., Weinberg R. Hallmarks of cancer: the next generation. Cell. 2011;144(5):646–674. PubMed
Tebbutt N., Pedersen M.W., Johns T.G. Targeting the ERBB family in cancer: couples therapy. Nat Rev Cancer. 2013;13(9):663–673. PubMed
Russo A., Franchina T., Rita Ricciardi G.R., Picone A., Ferraro G., Zanghì M. A decade of EGFR inhibition in EGFR-mutated non small cell lung cancer (NSCLC): Old successes and future perspectives. Oncotarget. 2015;6(29):26814–26825. PubMed PMC
Lindsey S., Langhans S.A. Epidermal growth factor signaling in transformed cells. International review of cell and molecular biology. 2015;314:1–41. PubMed PMC
Fakih M., Wong R. Efficacy of the monoclonal antibody EGFR inhibitors for the treatment of metastatic colorectal cancer. Current oncology (Toronto, Ont.) 2010;17(11):3–17. PubMed PMC
Cohen P. Protein kinases — the major drug targets of the twenty-first century? Nat Rev Drug Discovery. 2002;1(4):309–315. PubMed
Wei Y.-F., Huang W.-T., Liu T.-C., Shieh J.-M., Chian C.-F., Wu M.-F. Factors associated with improvement in symptoms and quality of life for first-line EGFR-tyrosine kinase inhibitor treatment in patients with EGFR-mutated non-small-cell lung cancer - A multicenter prospective SMILE study. Journal of Cancer. 2019;10(17):4151–4158. PubMed PMC
Sun H., Li Y., Su Y., Wu X., Zhou X., Han J. Efficacy and safety of anti-EGFR monoclonal antibodies combined with different chemotherapy regimens in patients with RAS wild-type metastatic colorectal cancer: A meta-analysis. J Evid Based Med. 2019;12(4):300–312. PubMed
Bethune G. Epidermal growth factor receptor (EGFR) in lung cancer: an overview and update. Journal of thoracic disease. 2010;2(1):48–51. PubMed PMC
Costa D.B. Kinase inhibitor-responsive genotypes in EGFR mutated lung adenocarcinomas: moving past common point mutations or indels into uncommon kinase domain duplications and rearrangements. Translational lung cancer research. 2016;5(3):331–337. PubMed PMC
Jänne P.A., Yang J.-H., Kim D.-W., Planchard D., Ohe Y., Ramalingam S.S. AZD9291 in EGFR inhibitor-resistant non-small-cell lung cancer. N Engl J Med. 2015;372(18):1689–1699. PubMed
Cross D.A.E., Ashton S.E., Ghiorghiu S., Eberlein C., Nebhan C.A., Spitzler P.J. AZD9291, an irreversible EGFR TKI, overcomes T790M-mediated resistance to EGFR inhibitors in lung cancer. Cancer Discov. 2014;4(9):1046–1061. PubMed PMC
Wang X., Batty K.M., Crowe P.J., Goldstein D., Yang J.-L. The Potential of panHER Inhibition in Cancer. Front Oncol. 2015;5 doi: 10.3389/fonc.2015.00002. PubMed DOI PMC
Thress K.S., Paweletz C.P., Felip E., Cho B.C., Stetson D., Dougherty B. Acquired EGFR C797S mutation mediates resistance to AZD9291 in non–small cell lung cancer harboring EGFR T790M. Nat Med. 2015;21(6):560–562. PubMed PMC
Yu H.A., Tian S.K., Drilon A.E., Borsu L., Riely G.J., Arcila M.E. Acquired Resistance of EGFR-Mutant Lung Cancer to a T790M-Specific EGFR Inhibitor: Emergence of a Third Mutation (C797S) in the EGFR Tyrosine Kinase Domain. JAMA Oncology. 2015;1(7):982. doi: 10.1001/jamaoncol.2015.1066. PubMed DOI PMC
Maity S., Pai K.S.R., Nayak Y. Advances in targeting EGFR allosteric site as anti-NSCLC therapy to overcome the drug resistance. Pharmacol Rep. 2020;72(4):799–813. PubMed PMC
Wang S., Song Y., Liu D. EAI045: The fourth-generation EGFR inhibitor overcoming T790M and C797S resistance. Cancer Lett. 2017;385:51–54. PubMed
Tetsu O., Hangauer M.J., Phuchareon J., Eisele D.W., McCormick F. Drug Resistance to EGFR Inhibitors in Lung Cancer. Chemotherapy. 2016;61(5):223–235. PubMed PMC
Stewart E.L. Known and putative mechanisms of resistance to EGFR targeted therapies in NSCLC patients with EGFR mutations-a review. Translational lung cancer research. 2015;4(1):67–81. PubMed PMC
Del Re M., Crucitta S., Gianfilippo G., Passaro A., Petrini I., Restante G. Understanding the Mechanisms of Resistance in EGFR-Positive NSCLC: From Tissue to Liquid Biopsy to Guide Treatment Strategy. Int J Mol Sci. 2019;20(16):3951. doi: 10.3390/ijms20163951. PubMed DOI PMC
Wölfl, B., et al., The contribution of evolutionary game theory to understanding and treating cancer. 2020: p. 2020.12.02.20241703. PubMed PMC
Zielińska K.A., Katanaev V.L. Information Theory: New Look at Oncogenic Signaling Pathways. Trends Cell Biol. 2019;29(11):862–875. PubMed
Haddad Y., Remes M., Adam V., Heger Z. Toward structure-based drug design against the epidermal growth factor receptor (EGFR) Drug Discovery Today. 2021;26(2):289–295. PubMed PMC
Haddad Y., Adam V., Heger Z. Rotamer Dynamics: Analysis of Rotamers in Molecular Dynamics Simulations of Proteins. Biophys J. 2019;116(11):2062–2072. PubMed PMC
Modi V., Dunbrack R.L. Defining a new nomenclature for the structures of active and inactive kinases. Proc Natl Acad Sci. 2019;116(14):6818–6827. PubMed PMC
Lovell S.C., Word J.M., Richardson J.S., Richardson D.C. The penultimate rotamer library. Proteins. 2000;40(3):389–408. PubMed
Scouras A.D., Daggett V. The Dynameomics rotamer library: amino acid side chain conformations and dynamics from comprehensive molecular dynamics simulations in water. Protein Sci. 2011;20(2):341–352. PubMed PMC
Miao Z., Cao Y. Quantifying side-chain conformational variations in protein structure. Sci Rep. 2016;6(1):1–10. PubMed PMC
Lim S.M., Syn N.L., Cho B.C., Soo R.A. Acquired resistance to EGFR targeted therapy in non-small cell lung cancer: Mechanisms and therapeutic strategies. Cancer Treat Rev. 2018;65:1–10. PubMed
James K.A., Verkhivker G.M., Kannan N. Structure-based network analysis of activation mechanisms in the ErbB family of receptor tyrosine kinases: the regulatory spine residues are global mediators of structural stability and allosteric interactions. PLoS ONE. 2014;9(11):e113488. PubMed PMC
Schlessinger J. Ligand-induced, receptor-mediated dimerization and activation of EGF receptor. Cell. 2002;110(6):669–672. PubMed
Yun C.-H., Mengwasser K.E., Toms A.V., Woo M.S., Greulich H., Wong K.-K. The T790M mutation in EGFR kinase causes drug resistance by increasing the affinity for ATP. Proc Natl Acad Sci U S A. 2008;105(6):2070–2075. PubMed PMC
Sos M.L., Rode H.B., Heynck S., Peifer M., Fischer F., Klüter S. Chemogenomic Profiling Provides Insights into the Limited Activity of Irreversible EGFR Inhibitors in Tumor Cells Expressing the T790M EGFR Resistance Mutation. Cancer Res. 2010;70(3):868–874. PubMed
Nguyen K.-S., Kobayashi S., Costa D.B. Acquired resistance to epidermal growth factor receptor tyrosine kinase inhibitors in non-small-cell lung cancers dependent on the epidermal growth factor receptor pathway. Clin Lung Cancer. 2009;10(4):281–289. PubMed PMC
Mitsudomi T., Morita S., Yatabe Y., Negoro S., Okamoto I., Tsurutani J. 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. 2010;11(2):121–128. PubMed
Bean J., Riely G.J., Balak M., Marks J.L., Ladanyi M., Miller V.A. Acquired resistance to epidermal growth factor receptor kinase inhibitors associated with a novel T854A mutation in a patient with EGFR-mutant lung adenocarcinoma. Clin Cancer Res. 2008;14(22):7519–7525. PubMed PMC
Kosaka T., Yatabe Y., Endoh H., Yoshida K., Hida T., Tsuboi M. Analysis of epidermal growth factor receptor gene mutation in patients with non-small cell lung cancer and acquired resistance to gefitinib. Clin Cancer Res. 2006;12(19):5764–5769. PubMed
Tam I.-S., Leung E.-H., Tin V.-C., Chua D.-T., Sihoe A.-L., Cheng L.-C. Double EGFR mutants containing rare EGFR mutant types show reduced in vitro response to gefitinib compared with common activating missense mutations. Mol Cancer Ther. 2009;8(8):2142–2151. PubMed
Leonetti A., Sharma S., Minari R., Perego P., Giovannetti E., Tiseo M. Resistance mechanisms to osimertinib in EGFR-mutated non-small cell lung cancer. Br J Cancer. 2019;121(9):725–737. PubMed PMC
Wang Z., Yang J.-J., Huang J., Ye J.-Y., Zhang X.-C., Tu H.-Y. Lung Adenocarcinoma Harboring EGFR T790M and In Trans C797S Responds to Combination Therapy of First- and Third-Generation EGFR TKIs and Shifts Allelic Configuration at Resistance. J Thorac Oncol. 2017;12(11):1723–1727. PubMed
Niederst M.J., Hu H., Mulvey H.E., Lockerman E.L., Garcia A.R., Piotrowska Z. The Allelic Context of the C797S Mutation Acquired upon Treatment with Third-Generation EGFR Inhibitors Impacts Sensitivity to Subsequent Treatment Strategies. Clin Cancer Res. 2015;21(17):3924–3933. PubMed PMC
Niederst M.J. RB loss in resistant EGFR mutant lung adenocarcinomas that transform to small-cell lung cancer. Nat Commun. 2015;6:6377. PubMed PMC
Khaddour, K., S. Jonna, and A. Deneka, Targeting the Epidermal Growth Factor Receptor in EGFR-Mutated Lung Cancer: Current and Emerging Therapies. 2021. 13(13). PubMed PMC
C, G.P.D., et al., Structural signature of the G719S-T790M double mutation in the EGFR kinase domain and its response to inhibitors. Scientific Reports, 2014. 4(1): p. 5868. PubMed PMC
Osoegawa A., Hashimoto T., Takumi Y., Abe M., Yamada T., Kobayashi R. Acquired resistance to an epidermal growth factor receptor-tyrosine kinase inhibitor (EGFR-TKI) in an uncommon G719S EGFR mutation. Invest New Drugs. 2018;36(6):999–1005. PubMed
Doss G.P. Structural signature of the G719S–T790M double mutation in the EGFR kinase domain and its response to inhibitors. Sci Rep. 2014;4:5868. PubMed PMC
Greulich H., Chen T.-H., Feng W., Jänne P.A., Alvarez J.V., Zappaterra M. Oncogenic transformation by inhibitor-sensitive and -resistant EGFR mutants. PLoS Med. 2005;2(11):e313. PubMed PMC
Lynch T.J., Bell D.W., Sordella R., Gurubhagavatula S., Okimoto R.A., Brannigan B.W. Activating mutations in the epidermal growth factor receptor underlying responsiveness of non-small-cell lung cancer to gefitinib. N Engl J Med. 2004;350(21):2129–2139. PubMed
Li, K., et al., Determining EGFR-TKI sensitivity of G719X and other uncommon EGFR mutations in non-small cell lung cancer: Perplexity and solution (Review). Oncol Rep, 2017. 37(3): p. 1347-1358. PubMed PMC
Jia Y., Yun C.-H., Park E., Ercan D., Manuia M., Juarez J. Overcoming EGFR (T790M) and EGFR (C797S) resistance with mutant-selective allosteric inhibitors. Nature. 2016;534(7605):129–132. PubMed PMC
Spellmon N., Li C., Yang Z. Allosterically targeting EGFR drug-resistance gatekeeper mutations. Journal of Thoracic Disease. 2017;9(7):1756–1758. PubMed PMC
Zhao P., Yao M.-Y., Zhu S.-J., Chen J.-Y., Yun C.-H. Crystal structure of EGFR T790M/C797S/V948R in complex with EAI045. Biochem Biophys Res Commun. 2018;502(3):332–337. PubMed
Ruan Z., Kannan N. Altered conformational landscape and dimerization dependency underpins the activation of EGFR by αC–β4 loop insertion mutations. Proc Natl Acad Sci. 2018;115(35):E8162–E8171. PubMed PMC
Cho J., Chen L., Sangji N., Okabe T., Yonesaka K., Francis J.M. Cetuximab response of lung cancer–derived EGF receptor mutants is associated with asymmetric dimerization. Cancer Res. 2013;73(22):6770–6779. PubMed PMC
Oda K., Matsuoka Y., Funahashi A., Kitano H. A comprehensive pathway map of epidermal growth factor receptor signaling. Mol Syst Biol. 2005;1(1) doi: 10.1038/msb4100014. PubMed DOI PMC
Schneider T.D. A brief review of molecular information theory. Nano Commun Netw. 2010;1(3):173–180. PubMed PMC
Shannon C.E. A mathematical theory of communication. The Bell System Technical Journal. 1948;27(4):623–656.
Mousavian Z., Díaz J., Masoudi-Nejad A. Information theory in systems biology. Part II: protein–protein interaction and signaling networks. Semin Cell Dev Biol. 2016;51:14–23. PubMed
Mousavian Z., Kavousi K., Masoudi-Nejad A. Information theory in systems biology. Part I: Gene regulatory and metabolic networks. Semin Cell Dev Biol. 2016;51:3–13. PubMed
Thomas R., Weihua Z. Rethink of EGFR in Cancer With Its Kinase Independent Function on Board. 2019;9:800. PubMed PMC
Guan J., Chen M., Xiao N., Li L.u., Zhang Y., Li Q. EGFR mutations are associated with higher incidence of distant metastases and smaller tumor size in patients with non-small-cell lung cancer based on PET/CT scan. Med Oncol. 2016;33(1) doi: 10.1007/s12032-015-0714-8. PubMed DOI
Wee P., Wang Z. Epidermal Growth Factor Receptor Cell Proliferation Signaling Pathways. Cancers (Basel) 2017;9(5):52. doi: 10.3390/cancers9050052. PubMed DOI PMC
Weihua Z., Tsan R., Huang W.-C., Wu Q., Chiu C.-H., Fidler I.J. Survival of cancer cells is maintained by EGFR independent of its kinase activity. Cancer Cell. 2008;13(5):385–393. PubMed PMC
Katreddy R.R., Bollu L.R., Su F., Xian N.a., Srivastava S., Thomas R. Targeted reduction of the EGFR protein, but not inhibition of its kinase activity, induces mitophagy and death of cancer cells through activation of mTORC2 and Akt. Oncogenesis. 2018;7(1) doi: 10.1038/s41389-017-0021-7. PubMed DOI PMC
Munoz L. Non-kinase targets of protein kinase inhibitors. Nat Rev Drug Discovery. 2017;16(6):424–440. PubMed
Rauch, J., et al., The secret life of kinases: functions beyond catalysis. Cell communication and signaling : CCS, 2011. 9(1): p. 23-23. PubMed PMC
Jassem J., Dziadziuszko R. EGFR inhibitors for wild-type EGFR NSCLC: to use or not to use? Lancet Oncol. 2013;14(10):916–917. PubMed
Tang, J., et al., Continuous exposure of non-small cell lung cancer cells with wild-type EGFR to an inhibitor of EGFR tyrosine kinase induces chemoresistance by activating STAT3. Int J Oncol, 2015. 46(5): p. 2083-95. PubMed
Garassino M.C., Martelli O., Broggini M., Farina G., Veronese S., Rulli E. Erlotinib versus docetaxel as second-line treatment of patients with advanced non-small-cell lung cancer and wild-type EGFR tumours (TAILOR): a randomised controlled trial. Lancet Oncol. 2013;14(10):981–988. PubMed
Stanková K., Brown J.S., Dalton W.S., Gatenby R.A. Optimizing Cancer Treatment Using Game Theory: A Review. JAMA oncology. 2019;5(1):96. doi: 10.1001/jamaoncol.2018.3395. PubMed DOI PMC
Wang S., Tsui S.T., Liu C., Song Y., Liu D. EGFR C797S mutation mediates resistance to third-generation inhibitors in T790M-positive non-small cell lung cancer. Journal of Hematology & Oncology. 2016;9(1) doi: 10.1186/s13045-016-0290-1. PubMed DOI PMC
Pacheco, J.M., F.C. Santos, and D. Dingli, The ecology of cancer from an evolutionary game theory perspective. Interface focus, 2014. 4(4): p. 20140019-20140019. PubMed PMC
D'rozario R.S.G., Sansom M.S.P. Helix dynamics in a membrane transport protein: comparative simulations of the glycerol-3-phosphate transporter and its constituent helices. Mol Membr Biol. 2008;25(6-7):571–583. PubMed
Grouleff J. Monoamine transporters: insights from molecular dynamics simulations. Front Pharmacol. 2015;6:235. PubMed PMC
Pochapsky T.C., Kazanis S., Dang M. Conformational plasticity and structure/function relationships in cytochromes P450. Antioxid Redox Signal. 2010;13(8):1273–1296. PubMed PMC
Chothia C., Lesk A.M. Helix movements in proteins. Trends Biochem Sci. 1985;10(3):116–118.