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Rai GP, Shanker A. The coevolutionary landscape of drug resistance in epidermal growth factor receptor: A cancer perspective. Comput Biol Med 2025; 189:110001. [PMID: 40073493 DOI: 10.1016/j.compbiomed.2025.110001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Revised: 03/03/2025] [Accepted: 03/04/2025] [Indexed: 03/14/2025]
Abstract
Epidermal growth factor receptor (EGFR), the first receptor tyrosine kinase, plays a critical role in neoplastic metastasis, angiogenesis, tumor invasion, and apoptosis, making it a prime target for treating non-small cell lung cancer (NSCLC). Although tyrosine kinase inhibitors (TKIs) have shown high efficacy and promise for cancer patients, resistance to these drugs often develops within a year due to alterations. The present study investigates the compensatory alterations in EGFR to understand the evolutionary process behind drug resistance. Our findings reveal that coevolutionary alterations expand the drug-binding pocket; leading to reduced drug efficacy and suggested that such changes significantly influence the structural adaptation of the EGFR against these drugs. Analysis such as root mean square deviation (RMSD), root mean square fluctuation (RMSF), solvent accessible surface area (SASA), principal component analysis (PCA), and free energy landscape (FEL) demonstrated that structures of wild EGFR docked with gefitinib are more stable which suggests its susceptibility towards drug than coevolution dependent double mutant. The findings were supported by MM-GBSA binding affinity analysis. The insights from this study highlighted the evolution-induced structural changes which contributes to drug resistance in EGFR and may certainly aid in designing more effective drugs.
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Affiliation(s)
- Gyan Prakash Rai
- Department of Bioinformatics, Central University of South Bihar, Gaya, Bihar, 824236, India
| | - Asheesh Shanker
- Department of Bioinformatics, Central University of South Bihar, Gaya, Bihar, 824236, India.
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2
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Zhang T, Pan Z, Gao J, Wu Q, Bai G, Li Y, Tong L, Feng F, Lai M, Liu Y, Song P, Ning Y, Tang H, Luo W, Chen Y, Fang Y, Zhang H, Liu Q, Zhang Y, Wang H, Chen Z, Chen Y, Geng M, Ji H, Zhao G, Zhou H, Ding J, Xie H. Branched-chain amino acid transaminase 1 confers EGFR-TKI resistance through epigenetic glycolytic activation. Signal Transduct Target Ther 2024; 9:216. [PMID: 39143065 PMCID: PMC11324870 DOI: 10.1038/s41392-024-01928-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 06/26/2024] [Accepted: 07/24/2024] [Indexed: 08/16/2024] Open
Abstract
Third-generation EGFR tyrosine kinase inhibitors (TKIs), exemplified by osimertinib, have demonstrated promising clinical efficacy in the treatment of non-small cell lung cancer (NSCLC). Our previous work has identified ASK120067 as a novel third-generation EGFR TKI with remarkable antitumor effects that has undergone New Drug Application (NDA) submission in China. Despite substantial progress, acquired resistance to EGFR-TKIs remains a significant challenge, impeding the long-term effectiveness of therapeutic approaches. In this study, we conducted a comprehensive investigation utilizing high-throughput proteomics analysis on established TKI-resistant tumor models, and found a notable upregulation of branched-chain amino acid transaminase 1 (BCAT1) expression in both osimertinib- and ASK120067-resistant tumors compared with the parental TKI-sensitive NSCLC tumors. Genetic depletion or pharmacological inhibition of BCAT1 impaired the growth of resistant cells and partially re-sensitized tumor cells to EGFR TKIs. Mechanistically, upregulated BCAT1 in resistant cells reprogrammed branched-chain amino acid (BCAA) metabolism and promoted alpha ketoglutarate (α-KG)-dependent demethylation of lysine 27 on histone H3 (H3K27) and subsequent transcriptional derepression of glycolysis-related genes, thereby enhancing glycolysis and promoting tumor progression. Moreover, we identified WQQ-345 as a novel BCAT1 inhibitor exhibiting antitumor activity both in vitro and in vivo against TKI-resistant lung cancer with high BCAT1 expression. In summary, our study highlighted the crucial role of BCAT1 in mediating resistance to third-generation EGFR-TKIs through epigenetic activation of glycolysis in NSCLC, thereby supporting BCAT1 as a promising therapeutic target for the treatment of TKI-resistant NSCLC.
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MESH Headings
- Humans
- ErbB Receptors/genetics
- ErbB Receptors/metabolism
- Drug Resistance, Neoplasm/genetics
- Drug Resistance, Neoplasm/drug effects
- Transaminases/genetics
- Transaminases/metabolism
- Protein Kinase Inhibitors/pharmacology
- Glycolysis/drug effects
- Glycolysis/genetics
- Carcinoma, Non-Small-Cell Lung/genetics
- Carcinoma, Non-Small-Cell Lung/drug therapy
- Carcinoma, Non-Small-Cell Lung/pathology
- Carcinoma, Non-Small-Cell Lung/metabolism
- Epigenesis, Genetic/drug effects
- Epigenesis, Genetic/genetics
- Mice
- Lung Neoplasms/genetics
- Lung Neoplasms/drug therapy
- Lung Neoplasms/metabolism
- Lung Neoplasms/pathology
- Acrylamides/pharmacology
- Animals
- Aniline Compounds/pharmacology
- Cell Line, Tumor
- Gene Expression Regulation, Neoplastic/drug effects
- Neoplasm Proteins/genetics
- Neoplasm Proteins/metabolism
- Indoles
- Pyrimidines
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Affiliation(s)
- Tao Zhang
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Zilu Pan
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Jing Gao
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Qingqing Wu
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Zhongshan, China
| | - Gang Bai
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Yan Li
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Linjiang Tong
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Fang Feng
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Mengzhen Lai
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Yingqiang Liu
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Peiran Song
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Zhongshan, China
| | - Yi Ning
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Haotian Tang
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Wen Luo
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Zhongshan, China
- School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, China
| | - Yi Chen
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yan Fang
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Hui Zhang
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qiupei Liu
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- Department of Chemical and Environmental Engineering, University of Nottingham, Ningbo, China
| | - Yudi Zhang
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
- School of Life Science and Technology, ShanghaiTech University, Shanghai, China
| | - Hua Wang
- University of Chinese Academy of Sciences, Beijing, China
- State Key Laboratory of Cell Biology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
| | - Zhiwei Chen
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yi Chen
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Meiyu Geng
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Hongbin Ji
- University of Chinese Academy of Sciences, Beijing, China
- State Key Laboratory of Cell Biology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
| | - Guilong Zhao
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China.
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Zhongshan, China.
- School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, China.
| | - Hu Zhou
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China.
- University of Chinese Academy of Sciences, Beijing, China.
| | - Jian Ding
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China.
- University of Chinese Academy of Sciences, Beijing, China.
| | - Hua Xie
- Division of Antitumor Pharmacology & Analytical Research Center for Organic and Biological Molecules & State Key Laboratory of Drug Research & Small-Molecule Drug Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China.
- University of Chinese Academy of Sciences, Beijing, China.
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Zhongshan, China.
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3
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Nie L, Zheng Z, Chen R, Liang S, Fu P, Wu S, Liu Z, Wang C. Novel erythrocyte-shaped electrosprayed nanoparticles for co-delivery of paclitaxel and osimertinib: Preparation, characterization, and evaluation. Eur J Pharm Biopharm 2024; 200:114315. [PMID: 38789060 DOI: 10.1016/j.ejpb.2024.114315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 05/05/2024] [Accepted: 05/10/2024] [Indexed: 05/26/2024]
Abstract
In this work, novel erythrocyte-shaped electrosprayed nanoparticles (EENPs) were designed and constructed by tri-axial electrospraying technique with PEG as the outer layer, PLGA as the middle drugs (paclitaxel [PTX] and osimertinib [OSI]) carrier layer and air as the inner layer. The prepared EENP were characterized and evaluated based on their spectral and morphological attributes. After the PTX/OSI ratio and process optimization, the EENP has inspiring features, including nanoscale size, erythrocyte morphology with a concave disk shape, and satisfactory drug loading (DL) and encapsulation efficiency (EE). In vitro drug release showed that PTX and OSI in the formulation were released in the same ratio, and the cumulative release percentage at 24 h was close to 80 %. Furthermore, the TGIR in the EENP formulation group exceeded 90 %, approximately 3.8-fold higher than that in the free drug group. In summary, we developed an erythrocyte three-core-shell nanoparticle for the co-delivery of PTX and OSI, providing a potential chemotherapeutic delivery system for the treatment of breast cancer.
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Affiliation(s)
- Lirong Nie
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Ziwei Zheng
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Ruiqi Chen
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Shulong Liang
- Department of Biology, Naval Medical University, Shanghai 200433, China
| | - Pengkun Fu
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Siqi Wu
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Zhepeng Liu
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China; Shanghai Pengting Pharmaceutical Technology Co., Ltd., Room 501, Building26, Lane 129, Kongjiang Road, Shanghai 200093, China.
| | - Chao Wang
- Department of Biology, Naval Medical University, Shanghai 200433, China.
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4
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Wu X, Chan L, Zhu D, Pang Y, Jin M, Wang Y, Wang W. Mitosis targeting in non-small lung cancer cells by inhibition of PAD4. Heliyon 2024; 10:e27313. [PMID: 38496857 PMCID: PMC10944192 DOI: 10.1016/j.heliyon.2024.e27313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2024] [Revised: 02/26/2024] [Accepted: 02/27/2024] [Indexed: 03/19/2024] Open
Abstract
PAD4 expression and activity were significantly up-regulated in lung cancer tissues suggesting that PAD4 could be a possible target for lung cancer treatment. In this study we had demonstrated that PAD4 expression was higher in lung cancer patients whom with lymphnode metastasis and pleural invasion. Inhibiting PAD4 with a small molecular inhibitor could induce apoptosis and suppress growth in lung cancer cells. We used RNA-sequencing to further investigate transcriptional changes that induced by PAD4 inhibition, and results suggested its affected mostly on the cell cycle, mitotic cell cycle process, p53 signaling pathway. By using image flow cytometry analysis, we found that PAD4 inhibited by YW3-56 could accumulate cells in the G1/G0 phases and reducing the fraction of G2/M and S phase cells. Quantification of different phase of mitosis in cells treated with YW3-56 revealed an increasing trend of telophase and prophase cells. Taken together, our data indicated that PAD4 inhibitor could affect cell cycle and mitosis of lung cancer cells, and targeting PAD4 could be a promising strategy for discovery novel anti-NSCLC treatments.
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Affiliation(s)
- Xiangmei Wu
- Department of Pathology, Beijing ChaoYang Hospital, Capital Medical University, Beijing, 150086, China
- Department of Pathology, Beijing Geriatric Hospital, Beijing, 100095, China
| | - Liujia Chan
- Beijing Institute of Hepatology, Beijing YouAn Hospital, Capital Medical University, Beijing, 100069, China
- Department of Medicinal Chemistry, College of Pharmaceutical Sciences, Capital Medical University, Beijing, 100069, China
| | - Di Zhu
- Department of Medicinal Chemistry, College of Pharmaceutical Sciences, Capital Medical University, Beijing, 100069, China
| | - Yuheng Pang
- Beijing Institute of Hepatology, Beijing YouAn Hospital, Capital Medical University, Beijing, 100069, China
| | - Mulan Jin
- Department of Pathology, Beijing ChaoYang Hospital, Capital Medical University, Beijing, 150086, China
| | - Yuji Wang
- Department of Medicinal Chemistry, College of Pharmaceutical Sciences, Capital Medical University, Beijing, 100069, China
| | - Wenjing Wang
- Beijing Institute of Hepatology, Beijing YouAn Hospital, Capital Medical University, Beijing, 100069, China
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5
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Ma W, Sheng Z, Niu Y, Yan B, Chen Y, Yang H, Li R. Effectiveness comparison of third-generation EGFR-TKI as initial and sequential therapy in adjuvant treatment for EGFR mutation-sensitive stage IIIA non-small cell lung cancer after surgery. Heliyon 2023; 9:e20955. [PMID: 37920491 PMCID: PMC10618502 DOI: 10.1016/j.heliyon.2023.e20955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Revised: 10/08/2023] [Accepted: 10/11/2023] [Indexed: 11/04/2023] Open
Abstract
Introduction Although third-generation epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs) Osimertinib has been approved as adjuvant therapy for resected stage IIIA non-small cell lung cancer (NSCLC) with EGFR-sensitive mutations, the optimal treatment sequencing of EGFR-TKIs, particularly whether Osimertinib should be the initial or sequential therapy following the first-generation EGFR-TKIs remains uncertain. Methods A retrospective analysis was conducted on a cohort of patients with EGFR-mutated stage IIIA NSCLC who received treatment with either first-generation EGFR-TKIs or Osimertinib (third-generation) alone, or in sequential combination, at a single institution. The data analysis involved using the Kaplan-Meier method, log-rank test, and Cox regression. Results Out of the total 148 patients with stage IIIA NSCLC included in the study, 76 individuals underwent treatment with either first-generation EGFR-TKIs (referred to as subgroup "1″) or exclusively Osimertinib (subgroup "0 + 3″), or a sequential combination of the two (subgroup "1 + 3″) following surgery. Both univariate and multivariate analyses demonstrated that there were no discernible disparities in terms of disease-free survival and overall survival between subgroup " 1″ and " 1 + 3," nor between subgroup " 0 + 3″ and "1 + 3". Conclusion The findings from this study indicate that the introduction of third-generation EGFR-TKI Osimertinib did not yield enhanced survival benefits when compared to the first-generation drug in patients with stage IIIA completely resected NSCLC who were administered EGFR-TKIs as part of their postoperative adjuvant treatment. Additionally, within the observed sample size of this cohort, the sequential use of Osimertinib alongside first-generation EGFR-TKI did not demonstrate superiority over using either the first-generation EGFR-TKI or Osimertinib alone in terms of postoperative survival.
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Affiliation(s)
- Wenyan Ma
- Clinical Research Center, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China
| | - Ziyi Sheng
- Clinical Research Center, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China
| | - Yongliang Niu
- Department of Respiratory and Critical Care Medicine, No.2 People′s Hospital of Fuyang City, Fuyang Infectious Disease Clinical College of Anhui Medical University, Fuyang, 236015, China
| | - Bo Yan
- Clinical Research Center, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China
| | - Yong Chen
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China
| | - Haitang Yang
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China
| | - Rong Li
- Clinical Research Center, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China
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Chicas-Sett R, Castilla Martinez J, Hernández Blanquisett A, Zafra J, Pastor-Peidro J. Stereotactic ablative radiotherapy for acquired resistance to EGFR therapy in metastatic non-small cell lung cancer. Front Oncol 2023; 12:1092875. [PMID: 36727053 PMCID: PMC9884815 DOI: 10.3389/fonc.2022.1092875] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 12/12/2022] [Indexed: 01/17/2023] Open
Abstract
The advent of targeted therapy has transformed the treatment paradigm and survival of patients with metastatic non-small cell lung cancer (NSCLC) with driver mutations. The development of acquired resistances during treatment with tyrosine kinase inhibitors (TKIs) impedes a prolonged survival in many patients. This fact is leading to the use of locally ablative therapies such as stereotactic ablative radiotherapy (SABR) to counter these resistances. SABR is a non-invasive treatment that can be delivered in multiple locations and has already proven effective in oligometastatic disease. Clinical evidence suggests that the combination of SABR with TKIs prolongs progression-free survival (PFS) in metastatic NSCLC patients with mutations in epidermal growth factor receptor (EGFR), with international guidelines recommending their use in unfavorable scenarios such as oligoprogressive disease. In this publication, we have reviewed the available evidence on EGFR-TKIs resistance mechanisms and the combination of SABR with TKI in metastatic NSCLC with EGFR mutations. We also describe the utility and clinical recommendations of this combination in oligometastatic and oligoprogressive disease.
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Affiliation(s)
- Rodolfo Chicas-Sett
- Department of Radiation Oncology, ASCIRES GRUPO BIOMEDICO, Valencia, Spain,*Correspondence: Rodolfo Chicas-Sett,
| | | | | | - Juan Zafra
- Group of Translational Research in Cancer Immunotherapy, Health and Medical Research Center (CIMES), Institute of Biomedical Research in Malaga (IBIMA), Malaga, Spain,Department of Radiation Oncology, Virgen de la Victoria University Hospital, Malaga, Andalusia, Spain,Faculty of Medicine, University of Malaga, Malaga, Andalusia, Spain
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Johnson M, Chiara Garassino M, Mok T, Mitsudomi T. Treatment Strategies and Outcomes for Patients with EGFR-mutant Non-Small Cell Lung Cancer Resistant to EGFR Tyrosine Kinase Inhibitors: Focus on Novel Therapies. Lung Cancer 2022; 170:41-51. [DOI: 10.1016/j.lungcan.2022.05.011] [Citation(s) in RCA: 78] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 05/16/2022] [Accepted: 05/18/2022] [Indexed: 12/16/2022]
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8
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EGFR signaling pathway as therapeutic target in human cancers. Semin Cancer Biol 2022; 85:253-275. [PMID: 35427766 DOI: 10.1016/j.semcancer.2022.04.002] [Citation(s) in RCA: 125] [Impact Index Per Article: 41.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 03/12/2022] [Accepted: 04/04/2022] [Indexed: 02/08/2023]
Abstract
Epidermal Growth Factor Receptor (EGFR) enacts major roles in the maintenance of epithelial tissues. However, when EGFR signaling is altered, it becomes the grand orchestrator of epithelial transformation, and hence one of the most world-wide studied tyrosine kinase receptors involved in neoplasia, in several tissues. In the last decades, EGFR-targeted therapies shaped the new era of precision-oncology. Despite major advances, the dream of converting solid tumors into a chronic disease is still unfulfilled, and long-term remission eludes us. Studies investigating the function of this protein in solid malignancies have revealed numerous ways how tumor cells dysregulate EGFR function. Starting from preclinical models (cell lines, organoids, murine models) and validating in clinical specimens, EGFR-related oncogenic pathways, mechanisms of resistance, and novel avenues to inhibit tumor growth and metastatic spread enriching the therapeutic portfolios, were identified. Focusing on non-small cell lung cancer (NSCLC), where EGFR mutations are major players in the adenocarcinoma subtype, we will go over the most relevant discoveries that led us to understand EGFR and beyond, and highlight how they revolutionized cancer treatment by expanding the therapeutic arsenal at our disposal.
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9
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Wang MC, Wu YF, Yu WY, Yu B, Ying HZ. Polyacetylenes from Codonopsis lanceolata Root Induced Apoptosis of Human Lung Adenocarcinoma Cells and Improved Lung Dysbiosis. BIOMED RESEARCH INTERNATIONAL 2022; 2022:7713355. [PMID: 35224100 PMCID: PMC8881130 DOI: 10.1155/2022/7713355] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/26/2021] [Revised: 07/13/2021] [Accepted: 01/27/2022] [Indexed: 12/24/2022]
Abstract
Codonopsis lanceolata is a perennial smelly herbaceous plant and widely employed for the treatment of various lung cancer and inflammation. However, the anticancer substances in C. lanceolata and their underlying mechanisms had not been well clarified. In this study, six compounds were obtained from the water extracts of C. lanceolata polyacetylenes (CLP) and then identified as syringin, codonopilodiynoside A, lobetyol, isolariciresinol, lobetyolin, and atractylenolide III. Treatment with CLP remarkably suppressed the cell proliferation, colony formation, migration, and invasion of A549 cells. Synergistic effects of lobetyolin and lobetyol were equivalent to the antiproliferative activities of CLP, while other compounds did not have any inhibition on the viabilities of A549 cells. CLP also reduced the expression of Ras, PI3K, p-AKT, Bcl-2, cyclin D1, and CDK4 but increased the expression of Bax, GSK-3β, clv-caspase-3, and clv-caspase-9, which could be reversed by the PI3K activator 740YP. Furthermore, CLP retarded the growths of tumor and lung pathogenic bacteria in mice. It demonstrated that lobetyolin and lobetyol were the main antitumor compounds in C. lanceolata. CLP induced cell apoptosis of lung cancer cells via inactivation of the Ras/PI3K/AKT pathway and ameliorated lung dysbiosis, suggesting the therapeutic potentials for treating human lung cancer.
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Affiliation(s)
- Meng-Chuan Wang
- Zhejiang Key Laboratory of Experimental Animal and Safety Evaluation, Zhejiang Academy of Medical Sciences (Hangzhou Medical College), Hangzhou 310013, China
| | - Yu-Fang Wu
- College of Pharmaceutical Science, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Wen-Ying Yu
- Zhejiang Key Laboratory of Experimental Animal and Safety Evaluation, Zhejiang Academy of Medical Sciences (Hangzhou Medical College), Hangzhou 310013, China
| | - Bing Yu
- College of Pharmaceutical Science, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Hua-Zhong Ying
- Zhejiang Key Laboratory of Experimental Animal and Safety Evaluation, Zhejiang Academy of Medical Sciences (Hangzhou Medical College), Hangzhou 310013, China
- College of Pharmaceutical Science, Zhejiang Chinese Medical University, Hangzhou 310053, China
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10
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Gürün Kaya A, Çiledağ A, Erol S, Öz M, Doğan Mülazımoğlu D, Işık Ö, Özakıncı H, Çiftçi F, Şen E, Ceyhan K, Kaya A, Karnak D, Çelik G, İsmail S. Evaluation of lung cancer biomarkers profile for the decision of targeted therapy in EBUS-TBNA cytological samples. Scott Med J 2022; 67:18-27. [PMID: 35147461 DOI: 10.1177/00369330221078995] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
BACKGROUND Guidelines recommend performing biomarker tests for epidermal growth factor receptor (EGFR), anaplastic lymphoma kinase (ALK), BRAF and ROS proto-oncogene-1(ROS1) genes and protein expression of programmed death ligand-1(PD-L1) in patients with non-small lung cell carcinoma (NSCLC). Studies reported that endobronchial ultrasound-transbronchial needle aspiration (EBUS-TBNA) can provide sufficient material for cancer biomarker analyses, but there are still concerns about the subject. AIM The purpose of the study was to assess the adequacy of EBUS-TBNA for testing lung cancer biomarkers. METHODS We retrospectively reviewed patients with NSCLC whose EBUS-TBNA was analysed for EGFR, ALK, ROS-1, BRAF and PD-L1 expression between December 2011 and December 2020. RESULTS A total of 394 patients were enrolled in the study. EGFR mutation and ALK fusion were the most common studied biomarkers. EBUS-TBNA adequacy rate for biomarker tests was found 99.0% for EGFR, 99.1 for ALK, 97.2% for ROS1, 100% for BRAF and 99.3% for PD-L1 testing. Multivariate analysis revealed the histological type, history of treatment for NSCL, size, or 18-fluorodeoxyglucose uptake of sampled lesion did not show any association with TBNA adequacy for biomarker testing. CONCLUSION EBUS-TBNA can provide adequate material for biomarker testing for EGFR, ALK, ROS-1, BRAF and PD-L1 expression.
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Affiliation(s)
- Aslıhan Gürün Kaya
- Department of Chest Diseases, 63990Ankara University Faculty of Medicine, Ankara, Turkey
| | - Aydın Çiledağ
- Department of Chest Diseases, 63990Ankara University Faculty of Medicine, Ankara, Turkey
| | - Serhat Erol
- Department of Chest Diseases, 63990Ankara University Faculty of Medicine, Ankara, Turkey
| | - Miraç Öz
- Department of Chest Diseases, 63990Ankara University Faculty of Medicine, Ankara, Turkey
| | | | - Özlem Işık
- Department of Chest Diseases, 63990Ankara University Faculty of Medicine, Ankara, Turkey
| | - Hilal Özakıncı
- Department of Pathology, 63990Ankara University Faculty of Medicine, Ankara, Turkey
| | - Fatma Çiftçi
- Department of Chest Diseases, 63990Ankara University Faculty of Medicine, Ankara, Turkey
| | - Elif Şen
- Department of Chest Diseases, 63990Ankara University Faculty of Medicine, Ankara, Turkey
| | - Koray Ceyhan
- Department of Pathology, 63990Ankara University Faculty of Medicine, Ankara, Turkey
| | - Akın Kaya
- Department of Chest Diseases, 63990Ankara University Faculty of Medicine, Ankara, Turkey
| | - Demet Karnak
- Department of Chest Diseases, 63990Ankara University Faculty of Medicine, Ankara, Turkey
| | - Gökhan Çelik
- Department of Chest Diseases, 63990Ankara University Faculty of Medicine, Ankara, Turkey
| | - Savaş İsmail
- Department of Chest Diseases, 63990Ankara University Faculty of Medicine, Ankara, Turkey
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11
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Safaric Tepes P, Pal D, Lindsted T, Ibarra I, Lujambio A, Jimenez Sabinina V, Senturk S, Miller M, Korimerla N, Huang J, Glassman L, Lee P, Zeltsman D, Hyman K, Esposito M, Hannon GJ, Sordella R. An epigenetic switch regulates the ontogeny of AXL-positive/EGFR-TKi-resistant cells by modulating miR-335 expression. eLife 2021; 10:e66109. [PMID: 34254585 PMCID: PMC8285107 DOI: 10.7554/elife.66109] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 06/10/2021] [Indexed: 01/15/2023] Open
Abstract
Despite current advancements in research and therapeutics, lung cancer remains the leading cause of cancer-related mortality worldwide. This is mainly due to the resistance that patients develop against chemotherapeutic agents over the course of treatment. In the context of non-small cell lung cancers (NSCLC) harboring EGFR-oncogenic mutations, augmented levels of AXL and GAS6 have been found to drive resistance to EGFR tyrosine kinase inhibitors such as Erlotinib and Osimertinib in certain tumors with mesenchymal-like features. By studying the ontogeny of AXL-positive cells, we have identified a novel non-genetic mechanism of drug resistance based on cell-state transition. We demonstrate that AXL-positive cells are already present as a subpopulation of cancer cells in Erlotinib-naïve tumors and tumor-derived cell lines and that the expression of AXL is regulated through a stochastic mechanism centered on the epigenetic regulation of miR-335. The existence of a cell-intrinsic program through which AXL-positive/Erlotinib-resistant cells emerge infers the need of treating tumors harboring EGFR-oncogenic mutations upfront with combinatorial treatments targeting both AXL-negative and AXL-positive cancer cells.
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Affiliation(s)
- Polona Safaric Tepes
- Cold Spring Harbor LaboratoryCold Spring HarborUnited States
- Faculty of Pharmacy University of LjubljanaLjubljanaSlovenia
| | - Debjani Pal
- Cold Spring Harbor LaboratoryCold Spring HarborUnited States
- Graduate Program in Molecular and Cellular Biology, Stony Brook UniversityStony Brook, New YorkUnited States
| | - Trine Lindsted
- Cold Spring Harbor LaboratoryCold Spring HarborUnited States
| | - Ingrid Ibarra
- Cold Spring Harbor LaboratoryCold Spring HarborUnited States
| | - Amaia Lujambio
- Icahn School of Medicine at Mount Sinai, Hess Center for Science and MedicineNew YorkUnited States
| | | | - Serif Senturk
- Cold Spring Harbor LaboratoryCold Spring HarborUnited States
| | - Madison Miller
- Cold Spring Harbor LaboratoryCold Spring HarborUnited States
| | - Navya Korimerla
- Cold Spring Harbor LaboratoryCold Spring HarborUnited States
- Graduate Program in Biomedical Engineering, Stony Brook UniversityNew YorkUnited States
| | - Jiahao Huang
- Cold Spring Harbor LaboratoryCold Spring HarborUnited States
| | - Lawrence Glassman
- Northwell Health Long Island, Jewish Medical CenterNew YorkUnited States
| | - Paul Lee
- Northwell Health Long Island, Jewish Medical CenterNew YorkUnited States
| | - David Zeltsman
- Northwell Health Long Island, Jewish Medical CenterNew YorkUnited States
| | - Kevin Hyman
- Northwell Health Long Island, Jewish Medical CenterNew YorkUnited States
| | - Michael Esposito
- Northwell Health Long Island, Jewish Medical CenterNew YorkUnited States
| | - Gregory J Hannon
- Cold Spring Harbor LaboratoryCold Spring HarborUnited States
- Cancer Research UK – Cambridge Institute, University of CambridgeCambridgeUnited Kingdom
| | - Raffaella Sordella
- Cold Spring Harbor LaboratoryCold Spring HarborUnited States
- Watson School of Biological Sciences, Cold Spring Harbor LaboratoryCold Spring HarborUnited States
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12
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Chen CJ, Liu YP. MERTK Inhibition: Potential as a Treatment Strategy in EGFR Tyrosine Kinase Inhibitor-Resistant Non-Small Cell Lung Cancer. Pharmaceuticals (Basel) 2021; 14:ph14020130. [PMID: 33562150 PMCID: PMC7915726 DOI: 10.3390/ph14020130] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 01/25/2021] [Accepted: 02/02/2021] [Indexed: 02/06/2023] Open
Abstract
Epidermal growth factor tyrosine kinase inhibitors (EGFR-TKIs) are currently the most effective treatment for non-small cell lung cancer (NSCLC) patients, who carry primary EGFR mutations. However, the patients eventually develop drug resistance to EGFR-TKIs after approximately one year. In addition to the acquisition of the EGFR T790M mutation, the activation of alternative receptor-mediated signaling pathways is a common mechanism for conferring the insensitivity of EGFR-TKI in NSCLC. Upregulation of the Mer receptor tyrosine kinase (MERTK), which is a member of the Tyro3-Axl-MERTK (TAM) family, is associated with a poor prognosis of many cancers. The binding of specific ligands, such as Gas6 and PROS1, to MERTK activates phosphoinositide 3-kinase (PI3K)/Akt and mitogen-activated protein kinase (MAPK) cascades, which are the signaling pathways shared by EGFR. Therefore, the inhibition of MERTK can be considered a new therapeutic strategy for overcoming the resistance of NSCLC to EGFR-targeted agents. Although several small molecules and monoclonal antibodies targeting the TAM family are being developed and have been described to enhance the chemosensitivity and converse the resistance of EGFR-TKI, few have specifically been developed as MERTK inhibitors. The further development and investigation of biomarkers which can accurately predict MERTK activity and the response to MERTK inhibitors and MERTK-specific drugs are vitally important for obtaining appropriate patient stratification and increased benefits in clinical applications.
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Affiliation(s)
- Chao-Ju Chen
- Department of Laboratory Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
| | - Yu-Peng Liu
- Graduate Institute of Clinical Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Research Center for Environmental Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Correspondence: ; Tel.: +886-7-3121101
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Zhu YT, Zhang YF, Jiang JF, Yang Y, Guo LX, Bao JJ, Zhong DF. Effects of rifampicin on the pharmacokinetics of alflutinib, a selective third-generation EGFR kinase inhibitor, and its metabolite AST5902 in healthy volunteers. Invest New Drugs 2021; 39:1011-1018. [PMID: 33506323 DOI: 10.1007/s10637-021-01071-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2020] [Accepted: 01/19/2021] [Indexed: 01/11/2023]
Abstract
Background Alflutinib is a novel irreversible and highly selective third-generation EGFR inhibitor currently being developed for the treatment of non-small cell lung cancer patients with activating EGFR mutations and EGFR T790M drug-resistant mutation. Alflutinib is mainly metabolized via CYP3A4 to form its active metabolite AST5902. Both alflutinib and AST5902 contribute to the in vivo pharmacological activity. The aim of this study was to investigate the effects of rifampicin (a strong CYP3A4 inducer) on the pharmacokinetics of alflutinib and AST5902 in healthy volunteers, thus providing important information for drug-drug interaction evaluation and guiding clinical usage. Methods This study was designed as a single-center, open-label, and single-sequence trial over two periods. The volunteers received a single dose of 80 mg alflutinib on Day 1/22 and continuous doses of 0.6 g rifampicin on Day 15-30. Blood sampling was conducted on Day 1-10 and Day 22-31. The pharmacokinetics of alflutinib, AST5902, and the total active ingredients (alflutinib and AST5902) with or without rifampicin co-administration were respectively analyzed. Results Co-administration with rifampicin led to 86% and 60% decreases in alflutinib AUC0-∞ and Cmax, respectively, as well as 17% decrease in AST5902 AUC0-∞ and 1.09-fold increase in AST5902 Cmax. The total active ingredients (alflutinib and AST5902) exhibited 62% and 39% decreases in AUC0-∞ and Cmax, respectively. Conclusions As a strong CYP3A4 inducer, rifampicin exerted significant effects on the pharmacokinetics of alflutinib and the total active ingredients (alflutinib and AST5902). The results suggested that concomitant strong CYP3A4 inducers should be avoided during alflutinib treatment. This trial was registered at http://www.chinadrugtrials.org.cn . The registration No. is CTR20191562, and the date of registration is 2019-09-12.
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Affiliation(s)
- Yun-Ting Zhu
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai, 201203, People's Republic of China
| | - Yi-Fan Zhang
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai, 201203, People's Republic of China.
| | - Jin-Fang Jiang
- HQ Bioscience Co., LTD, Suzhou, People's Republic of China
| | - Yong Yang
- HQ Bioscience Co., LTD, Suzhou, People's Republic of China
| | - Li-Xia Guo
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai, 201203, People's Republic of China
| | - Jing-Jing Bao
- Shanghai Allist Pharmaceuticals Co., Ltd, Shanghai, People's Republic of China
| | - Da-Fang Zhong
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai, 201203, People's Republic of China.
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14
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Zhou Y, Wang L, Sun Z, Zhang J, Wang X. Targeting c-kit inhibits gefitinib resistant NSCLC cell growth and invasion through attenuations of stemness, EMT and acquired resistance. Am J Cancer Res 2020; 10:4251-4265. [PMID: 33414998 PMCID: PMC7783754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 11/17/2020] [Indexed: 06/12/2023] Open
Abstract
EGFR tyrosine kinase inhibitors (TKIs) are the first-line drugs for NSCLC. But, the acquired resistance limited their efficacy, so that the patients deteriorate eventually. Therefore, it is necessary to clarify the mechanism of the acquired resistance and overcome it for effective NSCLC therapy. In this experimental study, a stable gefitinib resistant lung adenocarcinoma cell line (PC9/GR) infected with shRNA-c-kit-homo-1386 were established; c-kit siRNA and c-kit inhibitors were used to block c-kit signaling; the acquired resistance of PC9/GR cells and the effects of c-kit siRNA and c-kit inhibitors on the growth and invasion of PC9/GR cells were investigated with CCK-8 assay, colony formation and cell invasion assays in vitro; the tumor growth inhibition effects of c-kit inhibitors on PC9/GR cell generated tumors were tested in vivo; the mechanisms involved in the acquired resistance reverse, growth and invasion inhibition effects of c-kit siRNA and c-kit inhibitors on PC9/GR cells were evaluated with qRT-PCR, Western blot and immunohistochemistry staining. The proliferation, colony formation, and invasion of PC9/GR cells were decreased by c-kit siRNA and inhibitors in vitro significantly; c-kit inhibitors suppressed the tumor growth of PC9/GR cell generated tumors in vivo. In the stable shRNA-c-kit transfected PC9/GR cells, the protein expressions of c-kit signaling and stemness phenotype related proteins, including ALDH1A1, Oct4, Sox2 and ABCG2 were decreased, and EMT phenotype related protein expressions including vimentin, N-cadherin, and Slug, were downregulated and with upregulation of E-cadherin; c-kit inhibitors reduced stemness phenotype related protein expressions, downregulated EMT phenotype related protein expressions including vimentin, N-cadherin, and Slug, with upregulation of E-cadherin, and the stemness related protein expressions of c-kit, ALDH1A1, ABCG2 and EMT-related proteins of vimentin and slug were decreased in the imatinib treated tumor tissues. The findings of this study indicated that c-kit signaling mediated the acquired gefitinib resistance, cell growth, invasion, stemness and EMT phenotype of PC9/GR cells. Targeting c-kit signaling with c-kit siRNA and small molecule c-kit inhibitors might overcome the acquired gefitinib resistance, and inhibit PC9/GR cell growth in vitro and in vivo.
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Affiliation(s)
- Yueling Zhou
- Laboratory of Experimental Oncology, State Key Laboratory of Biotherapy/Collaborative Innovation Center for Biotherapy, West China Hospital, West China Clinical Medical School, Sichuan University Chengdu 610041, China
| | - Li Wang
- Laboratory of Experimental Oncology, State Key Laboratory of Biotherapy/Collaborative Innovation Center for Biotherapy, West China Hospital, West China Clinical Medical School, Sichuan University Chengdu 610041, China
| | - Zhen Sun
- Laboratory of Experimental Oncology, State Key Laboratory of Biotherapy/Collaborative Innovation Center for Biotherapy, West China Hospital, West China Clinical Medical School, Sichuan University Chengdu 610041, China
| | - Jie Zhang
- Laboratory of Experimental Oncology, State Key Laboratory of Biotherapy/Collaborative Innovation Center for Biotherapy, West China Hospital, West China Clinical Medical School, Sichuan University Chengdu 610041, China
| | - Xiujie Wang
- Laboratory of Experimental Oncology, State Key Laboratory of Biotherapy/Collaborative Innovation Center for Biotherapy, West China Hospital, West China Clinical Medical School, Sichuan University Chengdu 610041, China
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