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Liang S, Wang Q, Qi X, Liu Y, Li G, Lu S, Mou L, Chen X. Deciphering the Mechanism of Gilteritinib Overcoming Lorlatinib Resistance to the Double Mutant I1171N/F1174I in Anaplastic Lymphoma Kinase. Front Cell Dev Biol 2021; 9:808864. [PMID: 35004700 PMCID: PMC8733690 DOI: 10.3389/fcell.2021.808864] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 12/06/2021] [Indexed: 01/01/2023] Open
Abstract
Anaplastic lymphoma kinase (ALK) is validated as a therapeutic molecular target in multiple malignancies, such as non-small cell lung cancer (NSCLC). However, the feasibility of targeted therapies exerted by ALK inhibitors is inevitably hindered owing to drug resistance. The emergence of clinically acquired drug mutations has become a major challenge to targeted therapies and personalized medicines. Thus, elucidating the mechanism of resistance to ALK inhibitors is helpful for providing new therapeutic strategies for the design of next-generation drug. Here, we used molecular docking and multiple molecular dynamics simulations combined with correlated and energetical analyses to explore the mechanism of how gilteritinib overcomes lorlatinib resistance to the double mutant ALK I1171N/F1174I. We found that the conformational dynamics of the ALK kinase domain was reduced by the double mutations I1171N/F1174I. Moreover, energetical and structural analyses implied that the double mutations largely disturbed the conserved hydrogen bonding interactions from the hinge residues Glu1197 and Met1199 in the lorlatinib-bound state, whereas they had no discernible adverse impact on the binding affinity and stability of gilteritinib-bound state. These discrepancies created the capacity of the double mutant ALK I1171N/F1174I to confer drug resistance to lorlatinib. Our result anticipates to provide a mechanistic insight into the mechanism of drug resistance induced by ALK I1171N/F1174I that are resistant to lorlatinib treatment in NSCLC.
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Affiliation(s)
- Shuai Liang
- Department of Urology, Affiliated Hospital of Weifang Medical University, Weifang Medical University, Weifang, China
| | - Qing Wang
- Oncology Department, Xinhua Hospital Affiliated to Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Xuesen Qi
- Department of Urology, Affiliated Hospital of Weifang Medical University, Weifang Medical University, Weifang, China
| | - Yudi Liu
- Department of Urology, Affiliated Hospital of Weifang Medical University, Weifang Medical University, Weifang, China
| | - Guozhen Li
- Department of Urology, Affiliated Hospital of Weifang Medical University, Weifang Medical University, Weifang, China
| | - Shaoyong Lu
- Medicinal Chemistry and Bioinformatics Center, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Linkai Mou
- Department of Urology, Affiliated Hospital of Weifang Medical University, Weifang Medical University, Weifang, China
| | - Xiangyu Chen
- School of Medical Laboratory, Weifang Medical University, Weifang, China
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Gregorc V, Lazzari C, Mandalá M, Ippati S, Bulotta A, Cangi MG, Khater A, Viganò MG, Mirabile A, Pecciarini L, Ogliari FR, Arrigoni G, Grassini G, Veronesi G, Doglioni C. Intratumoral Cellular Heterogeneity: Implications for Drug Resistance in Patients with Non-Small Cell Lung Cancer. Cancers (Basel) 2021; 13:cancers13092023. [PMID: 33922215 PMCID: PMC8122731 DOI: 10.3390/cancers13092023] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 04/15/2021] [Accepted: 04/19/2021] [Indexed: 12/14/2022] Open
Abstract
Simple Summary The number of druggable tumor-specific molecular alterations in the treatment of non-small cell lung cancer (NSCLC) has grown significantly in the past decade. Emerging technologies such as liquid biopsy and single-cell methods allow for studying targetable drivers and develop personalized treatments. However, although new therapies confer prolonged disease control and high tumor response rates, most patients eventually progress on targeted treatments. Intratumoral heterogeneity is a frequent event in NSCLC, driving the tumor cells to develop adaptive or new resistance mechanisms within the drug environment. This review summarizes the current and upcoming research on the biological role of tumor heterogeneity, highlighting the link between early and acquired drug resistance and tumoral heterogeneity in targetable driver mutated NSCLC. Abstract Tailored therapies based on the identification of molecular targets currently represent a well-established therapeutic scenario in the treatment of non-small cell lung cancer (NSCLC) patients. However, while aiming to improve patients’ response to therapy, development of resistance is frequently observed in daily clinical practice. Intratumoral heterogeneity is a frequent event in NSCLC, responsible for several critical issues in patients’ diagnosis and treatment. Advances in single-cell sequencing technologies have allowed in-depth profiling of tumors and attributed intratumoral heterogeneity to genetic, epigenetic, and protein modification driven diversities within cancer cell populations. This review highlights current research on the biological role of tumor heterogeneity and its impact on the development of acquired resistance in NSCLC patients.
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Affiliation(s)
- Vanesa Gregorc
- Department of Oncology, IRCCS San Raffaele, 20132 Milan, Italy; (C.L.); (S.I.); (A.B.); (M.G.V.); (A.M.); (F.R.O.)
- Correspondence:
| | - Chiara Lazzari
- Department of Oncology, IRCCS San Raffaele, 20132 Milan, Italy; (C.L.); (S.I.); (A.B.); (M.G.V.); (A.M.); (F.R.O.)
| | - Mario Mandalá
- Division of Pathological Anatomy, Papa Giovanni XXIII Hospital, 24100 Bergamo, Italy;
- Unit of Medical Oncology, University of Perugia, 06123 Perugia, Italy
| | - Stefania Ippati
- Department of Oncology, IRCCS San Raffaele, 20132 Milan, Italy; (C.L.); (S.I.); (A.B.); (M.G.V.); (A.M.); (F.R.O.)
| | - Alessandra Bulotta
- Department of Oncology, IRCCS San Raffaele, 20132 Milan, Italy; (C.L.); (S.I.); (A.B.); (M.G.V.); (A.M.); (F.R.O.)
| | - Maria Giulia Cangi
- Pathology Unit, San Raffaele Scientific Institute, IRCCS, 20132 Milan, Italy; (M.G.C.); (L.P.); (G.A.); (G.G.); (C.D.)
| | - Abdelrahman Khater
- San Raffaele Hospital, IRCCS, University Vita Salute, 20132 Milan, Italy;
| | - Maria Grazia Viganò
- Department of Oncology, IRCCS San Raffaele, 20132 Milan, Italy; (C.L.); (S.I.); (A.B.); (M.G.V.); (A.M.); (F.R.O.)
| | - Aurora Mirabile
- Department of Oncology, IRCCS San Raffaele, 20132 Milan, Italy; (C.L.); (S.I.); (A.B.); (M.G.V.); (A.M.); (F.R.O.)
| | - Lorenza Pecciarini
- Pathology Unit, San Raffaele Scientific Institute, IRCCS, 20132 Milan, Italy; (M.G.C.); (L.P.); (G.A.); (G.G.); (C.D.)
| | - Francesca Rita Ogliari
- Department of Oncology, IRCCS San Raffaele, 20132 Milan, Italy; (C.L.); (S.I.); (A.B.); (M.G.V.); (A.M.); (F.R.O.)
| | - Gianluigi Arrigoni
- Pathology Unit, San Raffaele Scientific Institute, IRCCS, 20132 Milan, Italy; (M.G.C.); (L.P.); (G.A.); (G.G.); (C.D.)
| | - Greta Grassini
- Pathology Unit, San Raffaele Scientific Institute, IRCCS, 20132 Milan, Italy; (M.G.C.); (L.P.); (G.A.); (G.G.); (C.D.)
| | - Giulia Veronesi
- Division of Thoracic Surgery, San Raffaele Scientific Institute, IRCCS, 20132 Milan, Italy;
| | - Claudio Doglioni
- Pathology Unit, San Raffaele Scientific Institute, IRCCS, 20132 Milan, Italy; (M.G.C.); (L.P.); (G.A.); (G.G.); (C.D.)
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3
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Exploring the effect of aplidin on low molecular weight protein tyrosine phosphatase by molecular docking and molecular dynamic simulation study. Comput Biol Chem 2019; 83:107123. [PMID: 31561070 DOI: 10.1016/j.compbiolchem.2019.107123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2019] [Revised: 07/26/2019] [Accepted: 09/04/2019] [Indexed: 12/24/2022]
Abstract
The low molecular weight protein tyrosine phosphatase (LMW-PTP) could regulate many signaling pathways, and it had drawn attention as a potential target for cancer. As previous report has indicated that the aplidin could inhibit the LMW-PTP, and thus, the relevant cancer caused by the abnormal regulation of the LMW-PTP could be remission. However, the molecular mechanism of inhibition of the LMW-PTP by the aplidin had not been fully understood. In this study, various computational approaches, namely molecular docking, MDs and post-dynamic analyses were utilized to explore the effect of the aplidin on the LMW-PTP. The results suggested that the intramolecular interactions of the residues in the two sides of the active site (Ser43-Ala55 and Pro121-Asn134) and the P-loop region (Leu13-Ser19) in the LMW-PTP was disturbed owing to the aplidin, meanwhile, the π-π interaction between Tyr131 and Tyr132 might be broken. The Asn15 might be the key residue to break the residues interactions. In a word, this study may provide more information for understanding the effect of inhibition of the aplidin on the LMW-PTP.
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Kong X, Pan P, Sun H, Xia H, Wang X, Li Y, Hou T. Drug Discovery Targeting Anaplastic Lymphoma Kinase (ALK). J Med Chem 2019; 62:10927-10954. [PMID: 31419130 DOI: 10.1021/acs.jmedchem.9b00446] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
As a receptor tyrosine kinase of insulin receptor (IR) subfamily, anaplastic lymphoma kinase (ALK) has been validated to play important roles in various cancers, especially anaplastic large cell lymphoma (ALCL), nonsmall cell lung cancer (NSCLC), and neuroblastomas. Currently, five small-molecule inhibitors of ALK, including Crizotinib, Ceritinib, Alectinib, Brigatinib, and Lorlatinib, have been approved by the U.S. Food and Drug Administration (FDA) against ALK-positive NSCLCs. Novel type-I1/2 and type-II ALK inhibitors with improved kinase selectivity and enhanced capability to combat drug resistance have also been reported. Moreover, the "proteolysis targeting chimera" (PROTAC) technique has been successfully applied in developing ALK degraders, which opened a new avenue for targeted ALK therapies. This review provides an overview of the physiological and biological functions of ALK, the discovery and development of drugs targeting ALK by focusing on their chemotypes, activity, selectivity, and resistance as well as potential therapeutic strategies to overcome drug resistance.
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Affiliation(s)
- Xiaotian Kong
- Hangzhou Institute of Innovative Medicine, College of Pharmaceutical Sciences , Zhejiang University , Hangzhou , Zhejiang 310058 , China.,Institute of Functional Nano and Soft Materials (FUNSOM) , Soochow University , Suzhou , Jiangsu 215123 , China
| | - Peichen Pan
- Hangzhou Institute of Innovative Medicine, College of Pharmaceutical Sciences , Zhejiang University , Hangzhou , Zhejiang 310058 , China
| | - Huiyong Sun
- Hangzhou Institute of Innovative Medicine, College of Pharmaceutical Sciences , Zhejiang University , Hangzhou , Zhejiang 310058 , China
| | - Hongguang Xia
- Department of Biochemistry & Research Center of Clinical Pharmacy of the First Affiliated Hospital , Zhejiang University , Hangzhou 310058 , China
| | - Xuwen Wang
- Hangzhou Institute of Innovative Medicine, College of Pharmaceutical Sciences , Zhejiang University , Hangzhou , Zhejiang 310058 , China
| | - Youyong Li
- Institute of Functional Nano and Soft Materials (FUNSOM) , Soochow University , Suzhou , Jiangsu 215123 , China
| | - Tingjun Hou
- Hangzhou Institute of Innovative Medicine, College of Pharmaceutical Sciences , Zhejiang University , Hangzhou , Zhejiang 310058 , China
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Tu J, Song LT, Liu RR, Zhai HL, Wang J, Zhang XY. Molecular inhibitory mechanism study on the potent inhibitor brigatinib against four crizotinib‐resistant ALK mutations. J Cell Biochem 2018; 120:562-574. [DOI: 10.1002/jcb.27412] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Accepted: 07/10/2018] [Indexed: 01/04/2023]
Affiliation(s)
- Jing Tu
- College of Chemistry & Chemical Engineering, Lanzhou University Lanzhou China
| | - Li Ting Song
- College of Chemistry & Chemical Engineering, Lanzhou University Lanzhou China
| | - Rui Rui Liu
- College of Chemistry & Chemical Engineering, Lanzhou University Lanzhou China
| | - Hong Lin Zhai
- College of Chemistry & Chemical Engineering, Lanzhou University Lanzhou China
| | - Juan Wang
- College of Chemistry & Chemical Engineering, Lanzhou University Lanzhou China
| | - Xiao Yun Zhang
- College of Chemistry & Chemical Engineering, Lanzhou University Lanzhou China
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Drug Design for ALK-Positive NSCLC: an Integrated Pharmacophore-Based 3D QSAR and Virtual Screening Strategy. Appl Biochem Biotechnol 2017; 185:289-315. [DOI: 10.1007/s12010-017-2650-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Accepted: 10/26/2017] [Indexed: 12/27/2022]
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7
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Kay M, Dehghanian F. Exploring the crizotinib resistance mechanism of NSCLC with the L1196M mutation using molecular dynamics simulation. J Mol Model 2017; 23:323. [PMID: 29067524 DOI: 10.1007/s00894-017-3495-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2017] [Accepted: 10/09/2017] [Indexed: 12/20/2022]
Abstract
Crizotinib is an anticancer tyrosine kinase inhibitor that is approved for use as a first-line treatment for some non-small-cell lung cancers. L1196M is the most frequently observed mutation in NSCLC patients. This mutation, known as the gatekeeper mutation in the ALK kinase domain, confers resistance to crizotinib by sterically blocking the binding of the drug. However, the molecular mechanism of crizotinib resistance caused by the L1196M mutation is still unclear. Molecular dynamics simulation was therefore utilized in this study to investigate the mechanism by which the L1196M mutation may affect crizotinib resistance. Our results suggest that larger fluctuations in some important regions of the mutant complex compared to the wild-type complex may contribute to the resistance of the mutant complex to crizotinib. Also, mutation-induced alterations to the secondary structure of the complex as well as unstable hydrogen-bonding patterns in the A-loop and P-loop regions decrease the total binding energy of the complex. This study therefore provides a molecular explanation for the resistance to crizotinib caused by the L1196M mutation, which could aid the design of more efficient and selective drugs.
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Affiliation(s)
- Maryam Kay
- Department of Molecular Genetics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Islamic Republic of Iran.
| | - Fariba Dehghanian
- Division of Genetics, Department of Biology, Faculty of Science, University of Isfahan, Isfahan, Islamic Republic of Iran
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8
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F1174V mutation alters the ALK active conformation in response to Crizotinib in NSCLC: Insight from molecular simulations. J Mol Graph Model 2017. [DOI: 10.1016/j.jmgm.2017.06.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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9
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Molecular dynamics simulations reveal the allosteric effect of F1174C resistance mutation to ceritinib in ALK-associated lung cancer. Comput Biol Chem 2016; 65:54-60. [DOI: 10.1016/j.compbiolchem.2016.10.005] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Revised: 09/13/2016] [Accepted: 10/05/2016] [Indexed: 01/14/2023]
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10
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Passaro A, Lazzari C, Karachaliou N, Spitaleri G, Pochesci A, Catania C, Rosell R, de Marinis F. Personalized treatment in advanced ALK-positive non-small cell lung cancer: from bench to clinical practice. Onco Targets Ther 2016; 9:6361-6376. [PMID: 27799783 PMCID: PMC5074703 DOI: 10.2147/ott.s98347] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
The discovery of anaplastic lymphoma kinase (ALK) gene rearrangements and the development of tyrosine kinase inhibitors (TKI) that target them have achieved unprecedented success in the management of patients with ALK-positive non-small cell lung cancer (NSCLC). Despite the high efficacy of crizotinib, the first oral ALK TKI approved for the treatment of ALK-positive NSCLC, almost all patients inevitably develop acquired resistance, showing disease progression in the brain or in other parenchymal sites. Second- or third-generation ALK TKIs have shown to be active in crizotinib-pretreated or crizotinib-naïve ALK-positive patients, even in those with brain metastases. In this review, the current knowledge regarding ALK-positive NSCLC, focusing on the biology of the disease and the available therapeutic options are discussed.
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Affiliation(s)
- Antonio Passaro
- Division of Thoracic Oncology, European Institute of Oncology, Milan, Italy
| | - Chiara Lazzari
- Division of Thoracic Oncology, European Institute of Oncology, Milan, Italy; Department of Medical Oncology, Division of Experimental Medicine, San Raffaele Scientific Institute, Milan, Italy
| | - Niki Karachaliou
- Oncology Institute Dr Rosell, Quiron-Dexeus University Hospital, Barcelona, Spain
| | - Gianluca Spitaleri
- Division of Thoracic Oncology, European Institute of Oncology, Milan, Italy
| | - Alessia Pochesci
- Division of Thoracic Oncology, European Institute of Oncology, Milan, Italy
| | - Chiara Catania
- Division of Thoracic Oncology, European Institute of Oncology, Milan, Italy
| | - Rafael Rosell
- Catalan Institute of Oncology, Hospital Germans Trias i Pujol, Badalona, Spain
| | - Filippo de Marinis
- Division of Thoracic Oncology, European Institute of Oncology, Milan, Italy
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Verma K, Ramanathan K. Investigation of Paclitaxel Resistant R306C Mutation in β-Tubulin—A Computational Approach. J Cell Biochem 2016; 116:1318-24. [PMID: 25735511 DOI: 10.1002/jcb.25087] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2014] [Accepted: 01/16/2015] [Indexed: 11/12/2022]
Abstract
Paclitaxel is the most effective chemotherapeutic agent used for the treatment of a broad spectrum of solid tumors. However, observed paclitaxel resistance in clinical trials presents one of the major obstacles for cancer chemotherapy. Most importantly, resistance due to β-tubulin mutations (R306C) has been intensely debated in recent years. Despite all efforts, mechanism of resistance is still not well understood. In this study, computational techniques were employed to uncover the effect of R306C mutation in the β-tubulin structure and its function. The tools such as I-Mutant, CUPSAT and Fold-X were employed to address the consequence of R306C mutation in the structural stability of β-tubulin. Further, molecular docking and molecular dynamics study was employed to understand the functional impact of β-tubulin mutation. Our results suggest that the R306C mutation causes a significant reduction in the binding affinity between β-tubulin and paclitaxel. Further, docked complex analysis indicates that destruction of conservative hydrogen bond maintained by the residues Arg282 and Gly360 should be responsible for the large conformation changes of the binding pocket in R306C mutant. Finally, molecular dynamics simulations study confirms the stable binding of paclitaxel with native type β-tubulin structure rather than mutant (R306C) type. We certainly believe that this study will provide useful guidance for the development of novel inhibitors that are less susceptible to drug resistance.
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Affiliation(s)
- Kanika Verma
- Industrial Biotechnology Division, School of Bio Sciences and Technology, VIT University, Vellore, 632014, Tamil Nadu, India
| | - K Ramanathan
- Industrial Biotechnology Division, School of Bio Sciences and Technology, VIT University, Vellore, 632014, Tamil Nadu, India
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Preethi B, Shanthi V, Ramanathan K. Investigation of Nalidixic Acid Resistance Mechanism in Salmonella enterica Using Molecular Simulation Techniques. Appl Biochem Biotechnol 2015. [DOI: 10.1007/s12010-015-1760-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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