1
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Watanabe D, Hiroshima M, Yasui M, Ueda M. Single molecule tracking based drug screening. Nat Commun 2024; 15:8975. [PMID: 39420015 PMCID: PMC11486946 DOI: 10.1038/s41467-024-53432-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 10/08/2024] [Indexed: 10/19/2024] Open
Abstract
The single-molecule tracking of transmembrane receptors in living cells has provided significant insights into signaling mechanisms, such as mobility and clustering upon their activation/inactivation, making it a potential screening method for drug discovery. Here we show that single-molecule tracking-based screening can be used to explore compounds both detectable and undetectable by conventional methods for disease-related receptors. Using an automated system for a fast large-scale single-molecule analysis, we screen for epidermal growth factor receptor (EGFR) from 1134 of FDA approved drugs. The 18 hit compounds include all EGFR-targeted tyrosine kinase inhibitors (TKIs) in the library that suppress any phosphorylation-dependent mobility shift of EGFR, proving the concept of this approach. The remaining hit compounds are not reported as EGFR-targeted drugs and do not inhibit EGF-induced EGFR phosphorylation. These non-TKI compounds affect the mobility and/or clustering of EGFR without EGF and induce EGFR internalization, to impede EGFR-dependent cell growth. Thus, single-molecule tracking provides an alternative modality for discovering therapeutics on various receptor functions with previously untargeted mechanisms.
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Affiliation(s)
- Daisuke Watanabe
- Laboratory of Single Molecule Biology, Graduate School of Frontier Biosciences, Osaka University, Suita, Osaka, Japan
- Laboratory for Cell Signaling Dynamics, Center for Biosystems Dynamics Research, RIKEN, Suita, Osaka, Japan
| | - Michio Hiroshima
- Laboratory of Single Molecule Biology, Graduate School of Frontier Biosciences, Osaka University, Suita, Osaka, Japan.
- Laboratory for Cell Signaling Dynamics, Center for Biosystems Dynamics Research, RIKEN, Suita, Osaka, Japan.
| | | | - Masahiro Ueda
- Laboratory of Single Molecule Biology, Graduate School of Frontier Biosciences, Osaka University, Suita, Osaka, Japan.
- Laboratory for Cell Signaling Dynamics, Center for Biosystems Dynamics Research, RIKEN, Suita, Osaka, Japan.
- Department of Biological Sciences, Graduate School of Science, Osaka University, Toyonaka, Osaka, Japan.
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2
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Damare R, Engle K, Kumar G. Targeting epidermal growth factor receptor and its downstream signaling pathways by natural products: A mechanistic insight. Phytother Res 2024; 38:2406-2447. [PMID: 38433568 DOI: 10.1002/ptr.8166] [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: 08/02/2023] [Revised: 01/30/2024] [Accepted: 02/03/2024] [Indexed: 03/05/2024]
Abstract
The epidermal growth factor receptor (EGFR) is a transmembrane receptor tyrosine kinase (RTK) that maintains normal tissues and cell signaling pathways. EGFR is overactivated and overexpressed in many malignancies, including breast, lung, pancreatic, and kidney. Further, the EGFR gene mutations and protein overexpression activate downstream signaling pathways in cancerous cells, stimulating the growth, survival, resistance to apoptosis, and progression of tumors. Anti-EGFR therapy is the potential approach for treating malignancies and has demonstrated clinical success in treating specific cancers. The recent report suggests most of the clinically used EGFR tyrosine kinase inhibitors developed resistance to the cancer cells. This perspective provides a brief overview of EGFR and its implications in cancer. We have summarized natural products-derived anticancer compounds with the mechanistic basis of tumor inhibition via the EGFR pathway. We propose that developing natural lead molecules into new anticancer agents has a bright future after clinical investigation.
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Affiliation(s)
- Rutuja Damare
- Department of Natural Products, Chemical Sciences, National Institute of Pharmaceutical Education and Research-Hyderabad, Hyderabad, India
| | - Kritika Engle
- Department of Natural Products, Chemical Sciences, National Institute of Pharmaceutical Education and Research-Hyderabad, Hyderabad, India
| | - Gautam Kumar
- Department of Natural Products, Chemical Sciences, National Institute of Pharmaceutical Education and Research-Hyderabad, Hyderabad, India
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3
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Haubrich J, Zwier JM, Charrier-Savournin F, Prézeau L, Pin JP. Different EGF-induced receptor dimer conformations for signaling and internalization. FASEB J 2024; 38:e23356. [PMID: 38071470 DOI: 10.1096/fj.202301209r] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 11/13/2023] [Accepted: 11/22/2023] [Indexed: 12/18/2023]
Abstract
The structural basis of the activation and internalization of EGF receptors (EGFR) is still a matter of debate despite the importance of this target in cancer treatment. Whether agonists induce dimer formation or act on preformed dimers remains discussed. Here, we provide direct evidence that EGF-induced EGFR dimer formation as best illustrated by the very large increase in FRET between snap-tagged EGFR subunits induced by agonists. We confirm that Erlotinib-related TK (tyrosine kinase) inhibitors also induce dimer formation despite the inactive state of the binding domain. Surprisingly, TK inhibitors do not inhibit EGF-induced EGFR internalization despite their ability to fully block EGFR signaling. Only Erlotinib-related TK inhibitors promoting asymmetric dimers could slow down this process while the lapatinib-related ones have almost no effect. These results reveal that the conformation of the intracellular TK dimer, rather than the known EGFR signaling, is critical for EGFR internalization. These results also illustrate clear differences in the mode of action of TK inhibitors on the EGFR and open novel possibilities to control EGFR signaling for cancer treatment.
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Affiliation(s)
- Jordi Haubrich
- Institut de Génomique Fonctionnelle, University of Montpellier, CNRS, INSERM, Montpellier Cedex 5, France
| | | | | | - Laurent Prézeau
- Institut de Génomique Fonctionnelle, University of Montpellier, CNRS, INSERM, Montpellier Cedex 5, France
| | - Jean-Philippe Pin
- Institut de Génomique Fonctionnelle, University of Montpellier, CNRS, INSERM, Montpellier Cedex 5, France
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4
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Zhang Y, Liang S, Zhang Y, Liu M, Zhang K. Identification of a novel endocytosis‑associated gene signature for prognostic prediction in lung adenocarcinoma. Oncol Lett 2023; 26:511. [PMID: 37920434 PMCID: PMC10618919 DOI: 10.3892/ol.2023.14098] [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: 05/17/2023] [Accepted: 09/21/2023] [Indexed: 11/04/2023] Open
Abstract
Lung cancer is one of the most common malignant solid tumors and the leading cause of cancer-associated mortality worldwide. Endocytosis is an essential physiological activity for cells to maintain membrane homeostasis, and has been reported to serve an important role in tumorigenesis and progression. In the present study, the aim was to construct a prognostic prediction model of endocytosis-associated genes for patients with lung adenocarcinoma (LUAD). The endocytosis-associated gene signature was established using Lasso Cox regression analysis using the training set of the LUAD cohort from The Cancer Genome Atlas (TCGA) database, and verified using two datasets from the Gene Expression Omnibus (GEO) database. Kaplan-Meier survival curves were used to evaluate the effectiveness of the prognostic evaluation of patients with LUAD. Differentially expressed genes were screened in the tumor tissue of patients compared with paired paracancerous tissues. A series of candidate genes associated to the prognosis of patients with LUAD was obtained using univariate Cox's regression analysis. Using the Lasso Cox regression analysis, an appropriate risk model with 18 endocytosis-associated genes was established. A high-risk score was positively correlated with a higher tumor stage and pathologic grade. Patients with LUAD and high-risk scores had shorter survival times, increased intratumor heterogeneities and immune cell infiltration into tumor tissues, compared with those patients with LUAD and low-risk scores. The endocytosis inhibitor chloroquine could repress proliferation and increase the apoptosis of lung cancer cells. In summary, a novel endocytosis-associated gene signature was constructed using TCGA and GEO datasets. Patients with LUAD and high-risk scores, as calculated by the signature, had a poor prognosis and short survival time.
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Affiliation(s)
- Yixin Zhang
- Department of Blood Transfusion, Tianjin Hospital, Tianjin 300211, P.R. China
| | - Siwen Liang
- School of Optometry & Ophthalmology, Tianjin Medical University, Tianjin 300070, P.R. China
| | - Yan Zhang
- Department of Blood Transfusion, Tianjin Hospital, Tianjin 300211, P.R. China
| | - Minghui Liu
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin 300052, P.R. China
| | - Kai Zhang
- Department of Blood Transfusion, Tianjin Hospital, Tianjin 300211, P.R. China
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5
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Schultz DF, Billadeau DD, Jois SD. EGFR trafficking: effect of dimerization, dynamics, and mutation. Front Oncol 2023; 13:1258371. [PMID: 37752992 PMCID: PMC10518470 DOI: 10.3389/fonc.2023.1258371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 08/21/2023] [Indexed: 09/28/2023] Open
Abstract
Spontaneous dimerization of EGF receptors (EGFR) and dysregulation of EGFR signaling has been associated with the development of different cancers. Under normal physiological conditions and to maintain homeostatic cell growth, once EGFR signaling occurs, it needs to be attenuated. Activated EGFRs are rapidly internalized, sorted through early endosomes, and ultimately degraded in lysosomes by a process generally known as receptor down-regulation. Through alterations to EGFR trafficking, tumors develop resistance to current treatment strategies, thus highlighting the necessity for combination treatment strategies that target EGFR trafficking. This review covers EGFR structure, trafficking, and altered surface expression of EGFR receptors in cancer, with a focus on how therapy targeting EGFR trafficking may aid tyrosine kinase inhibitor treatment of cancer.
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Affiliation(s)
| | - Daniel D. Billadeau
- Department of Immunology, Mayo Clinic, Rochester, MN, United States
- Division of Oncology Research, Mayo Clinic, Rochester, MN, United States
| | - Seetharama D. Jois
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA, United States
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6
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SUEMURA M, MIYATA H, KAWAMURA R, TAKAHASHI S, IGASE M, MIZUNO T, OHAMA T, SHIBUTANI S, IWATA H. Cancer-specific apoptosis induction in canine lymphoma cell lines by the endocytosis inhibitor dynasore. J Vet Med Sci 2023; 85:820-827. [PMID: 37407446 PMCID: PMC10466055 DOI: 10.1292/jvms.23-0036] [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: 01/17/2023] [Accepted: 06/25/2023] [Indexed: 07/07/2023] Open
Abstract
Canine lymphoma is the most common cancer in dogs and has a poor prognosis. We recently found that the endocytosis inhibitor dynasore suppresses the viability of human cancer cell lines, especially hematopoietic cancers, by inducing apoptosis. In the present study, we examined the anticancer effects of dynasore on five previously established canine lymphoma cell lines (CLBL-1, Ema, Nody-1, CLC, and GL-1). Dynasore suppressed cell viability in these canine lymphoma cell lines more effectively than in human cancer cell lines. It also induced apoptosis in CLBL-1 and Ema cells but not in peripheral blood mononuclear cells in healthy dogs or in Madin-Darby canine kidney (MDCK) cells, suggesting that the ability of dynasore to induce apoptosis is cancer-specific. Furthermore, dynasore induced a DNA damage response in CLBL-1 and Ema cells, suggesting that it acts as a genotoxic agent in canine lymphoma cell lines. These findings suggest that endocytosis inhibitors may provide a new anticancer treatment for canine lymphoma.
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Affiliation(s)
- Miki SUEMURA
- Laboratory of Veterinary Hygiene, Joint Faculty of
Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Haruki MIYATA
- Laboratory of Veterinary Hygiene, Joint Faculty of
Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Rio KAWAMURA
- Laboratory of Veterinary Hygiene, Joint Faculty of
Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Sho TAKAHASHI
- Laboratory of Veterinary Hygiene, Joint Faculty of
Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Masaya IGASE
- Laboratory of Molecular Diagnostics and Therapeutics, Joint
Faculty of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Takuya MIZUNO
- Laboratory of Molecular Diagnostics and Therapeutics, Joint
Faculty of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Takashi OHAMA
- Laboratory of Veterinary Pharmacology, Joint Faculty of
Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Shusaku SHIBUTANI
- Laboratory of Veterinary Hygiene, Joint Faculty of
Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Hiroyuki IWATA
- Laboratory of Veterinary Hygiene, Joint Faculty of
Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
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7
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Rather AA, Chachoo MA. Robust correlation estimation and UMAP assisted topological analysis of omics data for disease subtyping. Comput Biol Med 2023; 155:106640. [PMID: 36774889 DOI: 10.1016/j.compbiomed.2023.106640] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 01/08/2023] [Accepted: 02/05/2023] [Indexed: 02/10/2023]
Abstract
Deciphering information hidden in the gene expression assays for identifying disease subtypes has significant importance in precision medicine. However, computational limitations thwart this process due to the intricacy of the biological networks and the curse of dimensionality of gene expression data. Therefore, clustering in such scenarios often becomes the first choice of exploratory data analysis to identify natural structures and intrinsic patterns in the data. However, sparse and high dimensional nature of omics data prevents conventional clustering algorithms to discover subtypes that are clinically relevant and statistically significant. Hence, non-linear dimensionality reduction techniques coupled with clustering in such scenarios often becomes imperative to improve the clustering results. In this study, we present a robust pipeline to discover disease subtypes with clinical relevance. Specifically, we focus on discovering patient sub-groups that have a residual life patterns remarkably different from other sub-groups. This is significant because by refining prognosis, subtyping can reduce uncertainty in approximating patients expected outcome. The methodology present is based on robust correlation estimation, UMAP- a non-linear dimensionality reduction method and mapper- a tool from topology. Notably, we suggest a method for improving the robustness of the correlation matrix of gene expression data for improving the clustering results. The performance of the model is evaluated by applying to five cancer datasets obtained through TCGA and comparisons are performed with some state of the art methods of NEMO, RSC-OTRI and SNF with regard to log-rank test and Restricted Life Expectancy Difference. For example in GBM dataset, the minimum separation for any two discovered subtypes is 221 days which is significantly higher than the other methodologies. We also compared the results without using the robust correlation based estimate and observed that robust correlation improves separability between survival curves significantly. From the results we infer that our methodology performs better compared to other methodologies with regard to separating survival curves of patient sub-groups despite using single omics profiles of patients compared to multiple omics profiles of SNF and NEMO. Pathway over-representation analysis is performed on the final clustering results to investigate the biological underpinnings characterizing each subtype.
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Affiliation(s)
- Arif Ahmad Rather
- Department of Computer Sciences, University of Kashmir, Srinagar, JK, India.
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8
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The endocytosis inhibitor dynasore induces a DNA damage response pathway that can be manipulated for enhanced apoptosis. Biochem Biophys Res Commun 2023; 645:1-9. [PMID: 36657293 DOI: 10.1016/j.bbrc.2023.01.035] [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: 12/19/2022] [Revised: 01/04/2023] [Accepted: 01/12/2023] [Indexed: 01/15/2023]
Abstract
Endocytosis has been shown to play an important role in cancer proliferation and metastasis. Recent studies have accumulated evidence that endocytosis inhibitors suppress in vitro and in vivo proliferation and migration. In addition, endocytosis inhibition has been shown to induce apoptosis, but its mechanism remains largely unclear. In this study, we found that the endocytosis inhibitor dynasore causes a cell viability reduction in multiple cancer cell lines, especially in hematopoietic cancers. Dynasore induced massive apoptosis and an S-phase progression delay. In addition, dynasore activated the ATR-Chk1 DNA damage response, which suggests a single-stranded DNA exposure induced by DNA replication stress. Furthermore, an ATR inhibitor sensitized the dynasore-induced apoptosis. These findings suggest that endocytosis inhibitors may have an ability to suppress DNA replication, a common mechanism of genotoxic chemotherapies targeting cancer, and that the anti-cancer effects of endocytosis inhibitors may be sensitized by DNA damage response inhibitors.
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9
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Cossar PJ, Cardoso D, Mathwin D, Russell CC, Chiew B, Hamilton MP, Baker JR, Young KA, Chau N, Robinson PJ, McCluskey A. Wiskostatin and other carbazole scaffolds as off target inhibitors of dynamin I GTPase activity and endocytosis. Eur J Med Chem 2023; 247:115001. [PMID: 36577213 DOI: 10.1016/j.ejmech.2022.115001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 11/30/2022] [Accepted: 11/30/2022] [Indexed: 12/23/2022]
Abstract
Wiskostatin (1-(3,6-dibromo-9H-carbazol-9-yl)-3-(dimethylamino)propan-2-ol) (1) is a carbazole-based compound reported as a specific and relatively potent inhibitor of the N-WASP actin remodelling complex (S-isomer EC50 = 4.35 μM; R-isomer EC50 = 3.44 μM). An NMR solution structure showed that wiskostatin interacts with a cleft in the regulatory GTPase binding domain of N-WASP. However, numerous studies have reported wiskostatin's actions on membrane transport and cytokinesis that are independent of the N-WASP-Arp2/3 complex pathway, but offer limited alternative explanation. The large GTPase, dynamin has established functional roles in these pathways. This study reveals that wiskostatin and its analogues, as well as other carbazole-based compounds, are inhibitors of helical dynamin GTPase activity and endocytosis. We characterise the effects of wiskostatin on in vitro dynamin GTPase activity, in-cell endocytosis, and determine the importance of wiskostatin functional groups on these activities through design and synthesis of libraries of wiskostatin analogues. We also examine whether other carbazole-based scaffolds frequently used in research or the clinic also modulate dynamin and endocytosis. Understanding off-targets for compounds used as research tools is important to be able to confidently interpret their action on biological systems, particularly when the target and off-targets affect overlapping mechanisms (e.g. cytokinesis and endocytosis). Herein we demonstrate that wiskostatin is a dynamin inhibitor (IC50 20.7 ± 1.2 μM) and a potent inhibitor of clathrin mediated endocytosis (IC50 = 6.9 ± 0.3 μM). Synthesis of wiskostatin analogues gave rise to 1-(9H-carbazol-9-yl)-3-((4-methylbenzyl)amino)propan-2-ol (35) and 1-(9H-carbazol-9-yl)-3-((4-chlorobenzyl)amino)propan-2-ol (43) as potent dynamin inhibitors (IC50 = 1.0 ± 0.2 μM), and (S)-1-(3,6-dibromo-9H-carbazol-9-yl)-3-(dimethylamino)propan-2-ol (8a) and (R)-1-(3,6-dibromo-9H-carbazol-9-yl)-3-(dimethylamino)propan-2-ol (8b) that are amongst the most potent inhibitors of clathrin mediated endocytosis yet reported (IC50 = 2.3 ± 3.3 and 2.1 ± 1.7 μM, respectively).
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Affiliation(s)
- Peter J Cossar
- Chemistry, School of Environmental & Life Sciences, The University of Newcastle, University Drive, Callaghan NSW, 2308, Australia
| | - David Cardoso
- Cell Signalling Unit, Children's Medical Research Institute, The University of Sydney, Sydney, NSW, 2145, Australia
| | - Daniel Mathwin
- Chemistry, School of Environmental & Life Sciences, The University of Newcastle, University Drive, Callaghan NSW, 2308, Australia
| | - Cecilia C Russell
- Chemistry, School of Environmental & Life Sciences, The University of Newcastle, University Drive, Callaghan NSW, 2308, Australia
| | - Beatrice Chiew
- Chemistry, School of Environmental & Life Sciences, The University of Newcastle, University Drive, Callaghan NSW, 2308, Australia
| | - Michael P Hamilton
- Chemistry, School of Environmental & Life Sciences, The University of Newcastle, University Drive, Callaghan NSW, 2308, Australia
| | - Jennifer R Baker
- Chemistry, School of Environmental & Life Sciences, The University of Newcastle, University Drive, Callaghan NSW, 2308, Australia
| | - Kelly A Young
- Chemistry, School of Environmental & Life Sciences, The University of Newcastle, University Drive, Callaghan NSW, 2308, Australia
| | - Ngoc Chau
- Cell Signalling Unit, Children's Medical Research Institute, The University of Sydney, Sydney, NSW, 2145, Australia
| | - Phillip J Robinson
- Cell Signalling Unit, Children's Medical Research Institute, The University of Sydney, Sydney, NSW, 2145, Australia
| | - Adam McCluskey
- Chemistry, School of Environmental & Life Sciences, The University of Newcastle, University Drive, Callaghan NSW, 2308, Australia.
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10
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Martin-Fernandez ML. Fluorescence Imaging of Epidermal Growth Factor Receptor Tyrosine Kinase Inhibitor Resistance in Non-Small Cell Lung Cancer. Cancers (Basel) 2022; 14:cancers14030686. [PMID: 35158954 PMCID: PMC8833717 DOI: 10.3390/cancers14030686] [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: 12/24/2021] [Revised: 01/21/2022] [Accepted: 01/26/2022] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Lung cancer is the leading cause of cancer-related deaths, with a low (<21%) 5-year survival rate. Lung cancer is often driven by the misfunction of molecules on the surface of cells of the epithelium, which orchestrate mechanisms by which these cells grow and proliferate. Beyond common non-specific treatments, such as chemotherapy or radiotherapy, among molecular-specific treatments, a number of small-molecule drugs that block cancer-driven molecular activity have been developed. These drugs initially have significant success in a subset of patients, but these patients systematically develop resistance within approximately one year of therapy. Substantial efforts towards understanding the mechanisms of resistance have focused on the genomics of cancer progression, the response of cells to the drugs, and the cellular changes that allow resistance to develop. Fluorescence microscopy of many flavours has significantly contributed to the last two areas, and is the subject of this review. Abstract Non-small cell lung cancer (NSCLC) is a complex disease often driven by activating mutations or amplification of the epidermal growth factor receptor (EGFR) gene, which expresses a transmembrane receptor tyrosine kinase. Targeted anti-EGFR treatments include small-molecule tyrosine kinase inhibitors (TKIs), among which gefitinib and erlotinib are the best studied, and their function more often imaged. TKIs block EGFR activation, inducing apoptosis in cancer cells addicted to EGFR signals. It is not understood why TKIs do not work in tumours driven by EGFR overexpression but do so in tumours bearing classical activating EGFR mutations, although the latter develop resistance in about one year. Fluorescence imaging played a crucial part in research efforts to understand pro-survival mechanisms, including the dysregulation of autophagy and endocytosis, by which cells overcome the intendedly lethal TKI-induced EGFR signalling block. At their core, pro-survival mechanisms are facilitated by TKI-induced changes in the function and conformation of EGFR and its interactors. This review brings together some of the main advances from fluorescence imaging in investigating TKI function and places them in the broader context of the TKI resistance field, highlighting some paradoxes and suggesting some areas where super-resolution and other emerging methods could make a further contribution.
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Affiliation(s)
- Marisa L Martin-Fernandez
- Central Laser Facility, Science & Technology Facilities Council, Rutherford Appleton Laboratory, Didcot OX11 0FA, UK
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11
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Park H, Yamaguchi R, Imoto S, Miyano S. Uncovering Molecular Mechanisms of Drug Resistance via Network-Constrained Common Structure Identification. J Comput Biol 2022; 29:257-275. [DOI: 10.1089/cmb.2021.0314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Heewon Park
- M&D Data Science Center, Tokyo Medical and Dental University, Tokyo, Japan
| | - Rui Yamaguchi
- Division of Cancer Systems Biology, Aichi Cancer Center Research Institute, Nagoya, Japan
- Division of Cancer Informatics, Nagoya University Graduate School of Medicine, Nagoya, Japan
- Human Genome Center, The Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - Seiya Imoto
- Human Genome Center, The Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - Satoru Miyano
- M&D Data Science Center, Tokyo Medical and Dental University, Tokyo, Japan
- Human Genome Center, The Institute of Medical Science, The University of Tokyo, Tokyo, Japan
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12
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Rather AA, Chachoo MA. Manifold learning based robust clustering of gene expression data for cancer subtyping. INFORMATICS IN MEDICINE UNLOCKED 2022. [DOI: 10.1016/j.imu.2022.100907] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
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13
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Kim JH, Choi HS, Lee DS. Primaquine Inhibits the Endosomal Trafficking and Nuclear Localization of EGFR and Induces the Apoptosis of Breast Cancer Cells by Nuclear EGFR/Stat3-Mediated c-Myc Downregulation. Int J Mol Sci 2021; 22:ijms222312961. [PMID: 34884765 PMCID: PMC8657416 DOI: 10.3390/ijms222312961] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 11/26/2021] [Accepted: 11/28/2021] [Indexed: 11/16/2022] Open
Abstract
Triple-negative breast cancer (TNBC) cells overexpress the epidermal growth factor receptor (EGFR). Nuclear EGFR (nEGFR) drives resistance to anti-EGFR therapy and is correlated with poor survival in breast cancer. Inhibition of EGFR nuclear translocation may be a reasonable approach for the treatment of TNBC. The anti-malarial drugs chloroquine and primaquine have been shown to promote an anticancer effect. The aim of the present study was to investigate the effect and mechanism of chloroquine- and primaquine-induced apoptosis of breast cancer cells. We showed that primaquine, a malaria drug, inhibits the growth, migration, and colony formation of breast cancer cells in vitro, and inhibits tumor growth in vivo. Primaquine induces damage to early endosomes and inhibits the nuclear translocation of EGFR. Primaquine inhibits the interaction of Stat3 and nEGFR and reduces the transcript and protein levels of c-Myc. Moreover, primaquine and chloroquine induce the apoptosis of breast cancer cells through c-Myc/Bcl-2 downregulation, induce early endosome damage and reduce nEGFR levels, and induce apoptosis in breast cancer through nEGFR/Stat3-dependent c-Myc downregulation. Our study of primaquine and chloroquine provides a rationale for targeting EGFR signaling components in the treatment of breast cancer.
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Affiliation(s)
- Ji-Hyang Kim
- Interdisciplinary Graduate Program in Advanced Convergence Technology & Science, Jeju National University, Jeju 63243, Korea;
- Practical Translational Research Center, Jeju National University, Jeju 63243, Korea
| | - Hack-Sun Choi
- Subtropical/Tropical Organism Gene Bank, Jeju National University, Jeju 63243, Korea;
- Faculty of Biotechnology, College of Applied Life Sciences, Jeju National University, SARI, Jeju 63243, Korea
- Bio-Health Materials Core-Facility Center, Jeju National University, Jeju 63243, Korea
| | - Dong-Sun Lee
- Interdisciplinary Graduate Program in Advanced Convergence Technology & Science, Jeju National University, Jeju 63243, Korea;
- Practical Translational Research Center, Jeju National University, Jeju 63243, Korea
- Subtropical/Tropical Organism Gene Bank, Jeju National University, Jeju 63243, Korea;
- Faculty of Biotechnology, College of Applied Life Sciences, Jeju National University, SARI, Jeju 63243, Korea
- Bio-Health Materials Core-Facility Center, Jeju National University, Jeju 63243, Korea
- Correspondence:
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14
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Odell LR, Chau N, Russell CC, Young KA, Gilbert J, Robinson PJ, Sakoff JA, McCluskey A. Pyrimidyn-Based Dynamin Inhibitors as Novel Cytotoxic Agents. ChemMedChem 2021; 17:e202100560. [PMID: 34590434 DOI: 10.1002/cmdc.202100560] [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: 08/18/2021] [Revised: 09/28/2021] [Indexed: 11/06/2022]
Abstract
Five focused libraries of pyrimidine-based dynamin GTPase inhibitors, in total 69 compounds were synthesised, and their dynamin inhibition and broad-spectrum cytotoxicity examined. Dynamin plays a crucial role in mitosis, and as such inhibition of dynamin was expected to broadly correlate with the observed cytotoxicity. The pyrimidines synthesised ranged from mono-substituted to trisubstituted. The highest levels of dynamin inhibition were noted with di- and tri- substituted pyrimidines, especially those with pendent amino alkyl chains. Short chains and simple heterocyclic rings reduced dynamin activity. There were three levels of dynamin activity noted: 1-10, 10-25 and 25-60 μM. Screening of these compounds in a panel of cancer cell lines: SW480 (colon), HT29 (colon), SMA (spontaneous murine astrocytoma), MCF-7 (breast), BE2-C (glioblastoma), SJ-G2 (neuroblastoma), MIA (pancreas), A2780 (ovarian), A431 (skin), H460 (lung), U87 (glioblastoma) and DU145 (prostate) cell lines reveal a good correlation between the observed dynamin inhibition and the observed cytotoxicity. The most active analogues (31 a,b) developed returned average GI50 values of 1.0 and 0.78 μM across the twelve cell lines examined. These active analogues were: N2 -(3-dimethylaminopropyl)-N4 -dodecyl-6-methylpyrimidine-2,4-diamine (31 a) and N4 -(3-dimethylaminopropyl)-N2 -dodecyl-6-methylpyrimidine-2,4-diamine (31 b).
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Affiliation(s)
- Luke R Odell
- Chemistry, School of Environmental & Life Sciences, The University of Newcastle, University Drive, Callaghan, NSW 2308, Australia
| | - Ngoc Chau
- Cell Signalling Unit Children's Medical Research Institute, The University of Sydney, Sydney, 2145 Hawkesbury Road, NSW 2145, Australia
| | - Cecilia C Russell
- Chemistry, School of Environmental & Life Sciences, The University of Newcastle, University Drive, Callaghan, NSW 2308, Australia
| | - Kelly A Young
- Chemistry, School of Environmental & Life Sciences, The University of Newcastle, University Drive, Callaghan, NSW 2308, Australia
| | - Jayne Gilbert
- Experimental Therapeutics Group, Department of Medical Oncology, Calvary Mater Newcastle Hospital, Edith Street, Waratah, NSW 2298, Australia
| | - Phillip J Robinson
- Cell Signalling Unit Children's Medical Research Institute, The University of Sydney, Sydney, 2145 Hawkesbury Road, NSW 2145, Australia
| | - Jennette A Sakoff
- Experimental Therapeutics Group, Department of Medical Oncology, Calvary Mater Newcastle Hospital, Edith Street, Waratah, NSW 2298, Australia
| | - Adam McCluskey
- Chemistry, School of Environmental & Life Sciences, The University of Newcastle, University Drive, Callaghan, NSW 2308, Australia
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15
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Blandin AF, Cruz Da Silva E, Mercier MC, Glushonkov O, Didier P, Dedieu S, Schneider C, Devy J, Etienne-Selloum N, Dontenwill M, Choulier L, Lehmann M. Gefitinib induces EGFR and α5β1 integrin co-endocytosis in glioblastoma cells. Cell Mol Life Sci 2021; 78:2949-2962. [PMID: 33151388 PMCID: PMC11073190 DOI: 10.1007/s00018-020-03686-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 09/08/2020] [Accepted: 10/16/2020] [Indexed: 12/14/2022]
Abstract
Overexpression of EGFR drives glioblastomas (GBM) cell invasion but these tumours remain resistant to EGFR-targeted therapies such as tyrosine kinase inhibitors (TKIs). Endocytosis, an important modulator of EGFR function, is often dysregulated in glioma cells and is associated with therapy resistance. However, the impact of TKIs on EGFR endocytosis has never been examined in GBM cells. In the present study, we showed that gefitinib and other tyrosine kinase inhibitors induced EGFR accumulation in early-endosomes as a result of an increased endocytosis. Moreover, TKIs trigger early-endosome re-localization of another membrane receptor, the fibronectin receptor alpha5beta1 integrin, a promising therapeutic target in GBM that regulates physiological EGFR endocytosis and recycling in cancer cells. Super-resolution dSTORM imaging showed a close-proximity between beta1 integrin and EGFR in intracellular membrane compartments of gefitinib-treated cells, suggesting their potential interaction. Interestingly, integrin depletion delayed gefitinib-mediated EGFR endocytosis. Co-endocytosis of EGFR and alpha5beta1 integrin may alter glioma cell response to gefitinib. Using an in vitro model of glioma cell dissemination from spheroid, we showed that alpha5 integrin-depleted cells were more sensitive to TKIs than alpha5-expressing cells. This work provides evidence for the first time that EGFR TKIs can trigger massive EGFR and alpha5beta1 integrin co-endocytosis, which may modulate glioma cell invasiveness under therapeutic treatment.
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Affiliation(s)
- Anne-Florence Blandin
- Department of Oncologic Pathology, Dana Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA.
| | - Elisabete Cruz Da Silva
- UMR 7021, Laboratoire de Bioimagerie et Pathologies, Faculté de Pharmacie, CNRS, Université de Strasbourg, 67401, Illkirch, France
| | - Marie-Cécile Mercier
- UMR 7021, Laboratoire de Bioimagerie et Pathologies, Faculté de Pharmacie, CNRS, Université de Strasbourg, 67401, Illkirch, France
| | - Oleksandr Glushonkov
- UMR 7021, Laboratoire de Bioimagerie et Pathologies, Faculté de Pharmacie, CNRS, Université de Strasbourg, 67401, Illkirch, France
| | - Pascal Didier
- UMR 7021, Laboratoire de Bioimagerie et Pathologies, Faculté de Pharmacie, CNRS, Université de Strasbourg, 67401, Illkirch, France
| | - Stéphane Dedieu
- UMR CNRS 7369, Matrice Extracellulaire et Dynamique Cellulaire (MEDyC), Université de Reims Champagne Ardenne (URCA), Reims, France
| | - Cristophe Schneider
- UMR CNRS 7369, Matrice Extracellulaire et Dynamique Cellulaire (MEDyC), Université de Reims Champagne Ardenne (URCA), Reims, France
| | - Jessica Devy
- UMR CNRS 7369, Matrice Extracellulaire et Dynamique Cellulaire (MEDyC), Université de Reims Champagne Ardenne (URCA), Reims, France
| | - Nelly Etienne-Selloum
- UMR 7021, Laboratoire de Bioimagerie et Pathologies, Faculté de Pharmacie, CNRS, Université de Strasbourg, 67401, Illkirch, France
- Département de Pharmacie, Centre de Lutte Contre le Cancer Paul Strauss, 67000, Strasbourg, France
| | - Monique Dontenwill
- UMR 7021, Laboratoire de Bioimagerie et Pathologies, Faculté de Pharmacie, CNRS, Université de Strasbourg, 67401, Illkirch, France
| | - Laurence Choulier
- UMR 7021, Laboratoire de Bioimagerie et Pathologies, Faculté de Pharmacie, CNRS, Université de Strasbourg, 67401, Illkirch, France
| | - Maxime Lehmann
- UMR 7021, Laboratoire de Bioimagerie et Pathologies, Faculté de Pharmacie, CNRS, Université de Strasbourg, 67401, Illkirch, France.
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von Zastrow M, Sorkin A. Mechanisms for Regulating and Organizing Receptor Signaling by Endocytosis. Annu Rev Biochem 2021; 90:709-737. [PMID: 33606955 DOI: 10.1146/annurev-biochem-081820-092427] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Intricate relationships between endocytosis and cellular signaling, first recognized nearly 40 years ago through the study of tyrosine kinase growth factor receptors, are now known to exist for multiple receptor classes and to affect myriad physiological and developmental processes. This review summarizes our present understanding of how endocytosis orchestrates cellular signaling networks, with an emphasis on mechanistic underpinnings and focusing on two receptor classes-tyrosine kinase and G protein-coupled receptors-that have been investigated in particular detail. Together, these examples provide a useful survey of the current consensus, uncertainties, and controversies in this rapidly advancing area of cell biology.
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Affiliation(s)
- Mark von Zastrow
- Department of Psychiatry, University of California, San Francisco, California 94143, USA;
| | - Alexander Sorkin
- Department of Cell Biology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania 15261, USA;
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Nakayama I, Higa-Nakamine S, Uehara A, Sugahara K, Kakinohana M, Yamamoto H. Regulation of epidermal growth factor receptor expression and morphology of lung epithelial cells by interleukin-1β. J Biochem 2021; 168:113-123. [PMID: 32016419 DOI: 10.1093/jb/mvaa015] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Accepted: 01/16/2020] [Indexed: 12/31/2022] Open
Abstract
Accumulating evidences suggested that the overactivation of epidermal growth factor receptor (EGFR) was involved in the development of adult respiratory distress syndrome and pulmonary fibrosis. Elucidation of the mechanisms that regulate EGFR residence on the plasma membrane during inflammatory lung conditions is important for identifying potential therapies. We have demonstrated that flagellin phosphorylated EGFR at Ser1047 and induced transient EGFR internalization. In this study, we examined the molecular pathway and effect of interleukin 1 beta (IL-1β) on EGFR in alveolar epithelial cells. Treatment of A549 cells with IL-1β induced the activation of p38 mitogen-activated protein kinase (MAP kinase) and MAP kinase-activated protein kinase-2 (MAPKAPK-2), as well as EGFR phosphorylation at serine 1047. Both MAPKAPK-2 activation and EGFR phosphorylation were inhibited by SB203580, a p38 MAP kinase inhibitor. In addition, MK2a inhibitor (a MAPKAPK-2 inhibitor) suppressed EGFR phosphorylation. Assessment of the biotinylation of cell surface proteins indicated that IL-1β induced EGFR internalization. Furthermore, long-term treatment of A549 cells with IL-1β caused morphological changes and loss of cell-cell contact. Moreover, IL-1β augmented the effect of transforming growth factor beta 1 on the epithelial-mesenchymal transition. These results suggested that IL-1β regulates EGFR functions and induces morphological changes of alveolar epithelial cells.
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Affiliation(s)
- Izumi Nakayama
- Department of Biochemistry, Graduate School of Medicine, University of the Ryukyus, Okinawa 903-0215, Japan.,Intensive Care Unit, Department of Internal Medicine, Okinawa Chubu Hospital, Okinawa 904-2293, Japan
| | - Sayomi Higa-Nakamine
- Department of Biochemistry, Graduate School of Medicine, University of the Ryukyus, Okinawa 903-0215, Japan
| | - Ayako Uehara
- Department of Anesthesiology, Graduate School of Medicine, University of the Ryukyus, Okinawa 903-0215, Japan
| | - Kazuhiro Sugahara
- Department of Anesthesiology, Graduate School of Medicine, University of the Ryukyus, Okinawa 903-0215, Japan
| | - Manabu Kakinohana
- Department of Anesthesiology, Graduate School of Medicine, University of the Ryukyus, Okinawa 903-0215, Japan
| | - Hideyuki Yamamoto
- Department of Biochemistry, Graduate School of Medicine, University of the Ryukyus, Okinawa 903-0215, Japan
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Ferro E, Bosia C, Campa CC. RAB11-Mediated Trafficking and Human Cancers: An Updated Review. BIOLOGY 2021; 10:biology10010026. [PMID: 33406725 PMCID: PMC7823896 DOI: 10.3390/biology10010026] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Revised: 12/15/2020] [Accepted: 12/30/2020] [Indexed: 12/12/2022]
Abstract
Simple Summary The small GTPase RAB11 is a master regulator of both vesicular trafficking and membrane dynamic defining the surface proteome of cellular membranes. As a consequence, the alteration of RAB11 activity induces changes in both the sensory and the transduction apparatuses of cancer cells leading to tumor progression and invasion. Here, we show that this strictly depends on RAB11′s ability to control the sorting of signaling receptors from endosomes. Therefore, RAB11 is a potential therapeutic target over which to develop future therapies aimed at dampening the acquisition of aggressive traits by cancer cells. Abstract Many disorders block and subvert basic cellular processes in order to boost their progression. One protein family that is prone to be altered in human cancers is the small GTPase RAB11 family, the master regulator of vesicular trafficking. RAB11 isoforms function as membrane organizers connecting the transport of cargoes towards the plasma membrane with the assembly of autophagic precursors and the generation of cellular protrusions. These processes dramatically impact normal cell physiology and their alteration significantly affects the survival, progression and metastatization as well as the accumulation of toxic materials of cancer cells. In this review, we discuss biological mechanisms ensuring cargo recognition and sorting through a RAB11-dependent pathway, a prerequisite to understand the effect of RAB11 alterations in human cancers.
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Affiliation(s)
- Elsi Ferro
- Department of Applied Science and Technology, Politecnico di Torino, 24 Corso Duca degli Abruzzi, 10129 Turin, Italy; (E.F.); (C.B.)
- Italian Institute for Genomic Medicine, c/o IRCCS, Str. Prov. le 142, km 3.95, 10060 Candiolo, Italy
| | - Carla Bosia
- Department of Applied Science and Technology, Politecnico di Torino, 24 Corso Duca degli Abruzzi, 10129 Turin, Italy; (E.F.); (C.B.)
- Italian Institute for Genomic Medicine, c/o IRCCS, Str. Prov. le 142, km 3.95, 10060 Candiolo, Italy
| | - Carlo C. Campa
- Department of Applied Science and Technology, Politecnico di Torino, 24 Corso Duca degli Abruzzi, 10129 Turin, Italy; (E.F.); (C.B.)
- Italian Institute for Genomic Medicine, c/o IRCCS, Str. Prov. le 142, km 3.95, 10060 Candiolo, Italy
- Correspondence:
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Cardoso DA, Chau N, Robinson PJ. High-Content Drug Discovery Screening of Endocytosis Pathways. Methods Mol Biol 2021; 2233:71-91. [PMID: 33222128 DOI: 10.1007/978-1-0716-1044-2_5] [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: 12/02/2022]
Abstract
Endocytosis is the dynamic internalization of cargo (receptors, hormones, viruses) for cellular signaling or processing. It involves multiple mechanisms, classified depending on critical proteins involved, speed, morphology of the derived intracellular vesicles, or substance trafficked. Pharmacological targeting of specific endocytosis pathways has a proven utility for diverse clinical applications from epilepsy to cancer. A multiplexable, high-content screening assay has been designed and implemented to assess various forms of endocytic trafficking and the associated impact of potential small molecule modulators. The applications of this assay include (1) drug discovery in the search for specific, cell-permeable endocytosis pathway inhibitors (and associated analogues from structure-activity relationship studies), (2) deciphering the mechanism of internalization for a novel ligand (using pathway-specific inhibitors), (3) assessment of the importance of specific proteins in the trafficking process (using CRISPR-Cas9 technology, siRNA treatment, or transfection), and (4) identifying whether endocytosis inhibition is an off-target for novel compounds designed for alternative purposes. We describe this method in detail and provide a range of troubleshooting options and alternatives to modify the protocol for lab-specific applications.
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Affiliation(s)
- David A Cardoso
- Cell Signalling Unit, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW, Australia
| | - Ngoc Chau
- Cell Signalling Unit, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW, Australia
| | - Phillip J Robinson
- Cell Signalling Unit, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW, Australia.
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20
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Kim B, Park YS, Sung JS, Lee JW, Lee SB, Kim YH. Clathrin-mediated EGFR endocytosis as a potential therapeutic strategy for overcoming primary resistance of EGFR TKI in wild-type EGFR non-small cell lung cancer. Cancer Med 2021; 10:372-385. [PMID: 33314735 PMCID: PMC7826488 DOI: 10.1002/cam4.3635] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 10/04/2020] [Accepted: 11/03/2020] [Indexed: 12/31/2022] Open
Abstract
OBJECTIVES Oncogenic alterations of epidermal growth factor receptor (EGFR) signaling are frequently noted in non-small cell lung cancer (NSCLC). In recent decades, EGFR tyrosine kinase inhibitors (TKIs) have been developed, although the therapeutic efficacy of these inhibitor is restricted to EGFR-mutant patients. In this study, we investigated that clathrin-mediated EGFR endocytosis hampers the effects of gefitinib and sustains NSCLC cells with wild-type EGFR. MATERIALS AND METHODS NSCLC cell lines (H358, Calu-3, SNU-1327, and H1703) were stimulated with the EGF and treated with gefitinib and endocytosis inhibitors (phenylarsine oxide (PAO) and Filipin III). Growth inhibition and apoptosis were evaluated. Immunofluorescence, immunoprecipitation, and western blot assay were performed to investigate EGFR endocytosis and determine the signaling pathway. Xenograft mouse models were used to verify the combination effect of gefitinib and PAO in vivo. RESULTS We confirmed the differences in EGFR endocytosis according to gefitinib response in wild-type EGFR NSCLC cell lines. EGFR in gefitinib-sensitive and -refractory cell lines tended to internalize through distinct routes, caveolin-mediated endocytosis (CVE), and clathrin-mediated endocytosis (CME). Interestingly, while suppressing CME and CVE did not affect cell survival in sensitive cell lines significantly, CME inhibition combined with gefitinib treatment decreased cell survival and induced apoptosis in gefitinib-refractory cell lines. In addition, blocking CME in the refractory cell lines led to downregulate of p-STAT3 and inhibit nuclear localization of STAT3 in vivo, combination treatment with gefitinib and a CME inhibitor resulted in tumor regression accompanying apoptosis in xenograft mouse models. CONCLUSION Clathrin-mediated EGFR endocytosis contribute primary resistance of gefitinib treatment and CME inhibition combined with gefitinib could be an option in treatment of wild-type EGFR NSCLC.
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Affiliation(s)
- Boyeon Kim
- Cancer Research InstituteKorea University College of MedicineSeoulRepublic of Korea
- BK21 Plus programKorea University College of MedicineSeoulRepublic of Korea
| | - Young Soo Park
- Cancer Research InstituteKorea University College of MedicineSeoulRepublic of Korea
| | - Jae Sook Sung
- Cancer Research InstituteKorea University College of MedicineSeoulRepublic of Korea
| | - Jong Won Lee
- Cancer Research InstituteKorea University College of MedicineSeoulRepublic of Korea
- BK21 Plus programKorea University College of MedicineSeoulRepublic of Korea
| | - Saet Byeol Lee
- Cancer Research InstituteKorea University College of MedicineSeoulRepublic of Korea
- BK21 Plus programKorea University College of MedicineSeoulRepublic of Korea
| | - Yeul Hong Kim
- Cancer Research InstituteKorea University College of MedicineSeoulRepublic of Korea
- BK21 Plus programKorea University College of MedicineSeoulRepublic of Korea
- Department of Oncology/HematologyKorea University Anam HospitalSeoulRepublic of Korea
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21
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Cooperation and Interplay between EGFR Signalling and Extracellular Vesicle Biogenesis in Cancer. Cells 2020; 9:cells9122639. [PMID: 33302515 PMCID: PMC7764760 DOI: 10.3390/cells9122639] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 11/30/2020] [Accepted: 12/02/2020] [Indexed: 12/13/2022] Open
Abstract
Epidermal growth factor receptor (EGFR) takes centre stage in carcinogenesis throughout its entire cellular trafficking odyssey. When loaded in extracellular vesicles (EVs), EGFR is one of the key proteins involved in the transfer of information between parental cancer and bystander cells in the tumour microenvironment. To hijack EVs, EGFR needs to play multiple signalling roles in the life cycle of EVs. The receptor is involved in the biogenesis of specific EV subpopulations, it signals as an active cargo, and it can influence the uptake of EVs by recipient cells. EGFR regulates its own inclusion in EVs through feedback loops during disease progression and in response to challenges such as hypoxia, epithelial-to-mesenchymal transition and drugs. Here, we highlight how the spatiotemporal rules that regulate EGFR intracellular function intersect with and influence different EV biogenesis pathways and discuss key regulatory features and interactions of this interplay. We also elaborate on outstanding questions relating to EGFR-driven EV biogenesis and available methods to explore them. This mechanistic understanding will be key to unravelling the functional consequences of direct anti-EGFR targeted and indirect EGFR-impacting cancer therapies on the secretion of pro-tumoural EVs and on their effects on drug resistance and microenvironment subversion.
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22
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Rab25-Mediated EGFR Recycling Causes Tumor Acquired Radioresistance. iScience 2020; 23:100997. [PMID: 32252020 PMCID: PMC7132159 DOI: 10.1016/j.isci.2020.100997] [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: 10/23/2019] [Revised: 02/18/2020] [Accepted: 03/17/2020] [Indexed: 12/20/2022] Open
Abstract
Tumor acquired radioresistance remains as the major limit in cancer radiotherapy (RT). Rab25, a receptor recycling protein, has been reported to be enhanced in tumors with aggressive phenotype and chemotherapy resistance. In this study, elevated Rab25 expression was identified in an array of radioresistant human cancer cell lines, in vivo radioresistant xenograft tumors. Clinical investigation confirmed that Rab25 expression was also associated with a worse prognosis in patients with lung adenocarcinoma (LUAD) and nasopharyngeal carcinoma (NPC). Enhanced activities of EGFR were observed in both NPC and LUAD radioresistant cells. Rab25 interacts with EGFR to enhance EGFR recycling to cell surface and to decrease degradation in cytoplasm. Inhibition of Rab25 showed synergized radiosensitivity with reduced aggressive phenotype. This study provides the clinical and experimental evidence that Rab25 is a potential therapeutic target to alleviate the hyperactive EGFR signaling and to prevent RT-acquired tumor resistance in patients with LUAD and NPC.
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23
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A topological approach for cancer subtyping from gene expression data. J Biomed Inform 2020; 102:103357. [PMID: 31893527 DOI: 10.1016/j.jbi.2019.103357] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 11/27/2019] [Accepted: 12/12/2019] [Indexed: 12/27/2022]
Abstract
BACKGROUND Gene expression data contains key information which can be used for subtyping cancer patients. However, computational methods suffer from 'curse of dimensionality' due to very high dimensionality of omics data and therefore are not able to clearly distinguish between the discovered subtypes in terms of separation of survival plots. METHODS To address this we propose a framework based on Topological Mapper algorithm. The novelty of this work is that we suggest a method for defining the filter function on which the mapper algorithm heavily depends. Survival analysis of the discovered cancer subtypes is carried out and evaluated in terms of minimum pairwise separation between the Kaplan-Meier plots. Furthermore, we present a method to measure the separation between the discovered subtypes based on hazard ratios. RESULTS Five cancer genomics datasets obtained from The Cancer Genome Atlas portal have been used for comparisons with Robust Sparse Correlation-Otrimle (RSC-Otrimle) algorithm and Similarity Network Fusion(SNF). Comparisons show that the minimum pairwise life expectancy difference (in days) between the discovered subtypes for lung, colon, breast, glioblastoma and kidney cancers is 107, 204, 20, 88 and 425 days, respectively, for the proposed methodology whereas it is only 69, 43, 6, 61 and 282 days for RSC-Otrimle and 9, 95, 18, 60 and 148 days for SNF. Hazard ratio analysis also shows that the proposed methodology performs better in four of the five datasets. A visual inspection of Kaplan-Meier plots reveals that the proposed methodology achieves lesser overlap in Kaplan-Meier plots especially for lung, breast and kidney cases. Furthermore, relevant genetic pathways for each subtype have been obtained and pathways which can be possible targets for treatment have been discussed. CONCLUSION The significance of this work lies in individualized understanding of cancer from patient to patient which is the backbone of Precision Medicine.
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Modica TME, Dituri F, Mancarella S, Pisano C, Fabregat I, Giannelli G. Calcium Regulates HCC Proliferation as well as EGFR Recycling/Degradation and Could Be a New Therapeutic Target in HCC. Cancers (Basel) 2019; 11:cancers11101588. [PMID: 31635301 PMCID: PMC6826902 DOI: 10.3390/cancers11101588] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Accepted: 10/13/2019] [Indexed: 01/08/2023] Open
Abstract
Calcium is the most abundant element in the human body. Its role is essential in physiological and biochemical processes such as signal transduction from outside to inside the cell between the cells of an organ, as well as the release of neurotransmitters from neurons, muscle contraction, fertilization, bone building, and blood clotting. As a result, intra- and extracellular calcium levels are tightly regulated by the body. The liver is the most specialized organ of the body, as its functions, carried out by hepatocytes, are strongly governed by calcium ions. In this work, we analyze the role of calcium in human hepatoma (HCC) cell lines harboring a wild type form of the Epidermal Growth Factor Receptor (EGFR), particularly its role in proliferation and in EGFR downmodulation. Our results highlight that calcium is involved in the proliferative capability of HCC cells, as its subtraction is responsible for EGFR degradation by proteasome machinery and, as a consequence, for EGFR intracellular signaling downregulation. However, calcium-regulated EGFR signaling is cell line-dependent. In cells responding weakly to the epidermal growth factor (EGF), calcium seems to have an opposite effect on EGFR internalization/degradation mechanisms. These results suggest that besides EGFR, calcium could be a new therapeutic target in HCC.
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Affiliation(s)
- Teresa Maria Elisa Modica
- Department of Biomedical Science and Human Oncology, Università degli Studi di Bari Aldo Moro, 70121 Bari, Italy.
- Biogem S.C.A.R.L., 83031 Ariano Irpino (AV), Italy.
| | | | | | | | - Isabel Fabregat
- Bellvitge Biomedical Research Institute (IDIBELL) L'Hospitalet, 08907 Barcelona, Spain.
- Faculty of Medicine and Health Sciences, University of Barcelona, 08907 Barcelona, Spain.
- Oncology Program, CIBEREHD, Instituto de Salud Carlos III, 28029 Madrid, Spain.
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Wu CH, Hwang MJ. Risk stratification for lung adenocarcinoma on EGFR and TP53 mutation status, chemotherapy, and PD-L1 immunotherapy. Cancer Med 2019; 8:5850-5861. [PMID: 31407494 PMCID: PMC6792489 DOI: 10.1002/cam4.2492] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 07/26/2019] [Accepted: 07/26/2019] [Indexed: 12/16/2022] Open
Abstract
The overall survival rates for lung cancer remain unsatisfactorily low, even for patients with biomarkers for which target therapies or immunotherapies are recommended. Better identification of at‐risk patients is needed to achieve more effective personalized treatment. Here, we derived a risk‐stratifying gene signature consisting of five genes that had the greatest differential expression by stage from lung adenocarcinoma (LUAD) transcriptomes. The new gene signature enabled survival prognosis for multiple LUAD datasets from different platforms of transcriptomics and risk stratification for patients with and without a mutation in TP53 or EGFR, with high and low levels of PD‐L1, and with and without adjuvant chemotherapy treatment. Using these evaluations, it was also shown to be more robust compared to several other gene signatures. Functional analysis of the five genes and their protein‐protein interaction partners indicated that they are functionally enriched in cell cycle, endocytosis, and EGFR regulation, which are biological processes associated with lung cancer and drug resistance. Extensive discussions on related experimental studies suggest that the five genes are novel and sensible targets for developing new drugs and/or tackling drug resistance problems for LUAD.
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Affiliation(s)
- Chih-Hsun Wu
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Ming-Jing Hwang
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
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26
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Li Z, Wang M, Yu D, Luo W, Fang J, Huang C, Yao X. Monomethyl auristatin E-conjugated anti-EGFR antibody inhibits the growth of human EGFR-positive non-small cell lung cancer. Cancer Chemother Pharmacol 2019; 84:61-72. [PMID: 31037333 DOI: 10.1007/s00280-019-03848-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Accepted: 04/22/2019] [Indexed: 12/24/2022]
Abstract
PURPOSE Epidermal growth factor receptor (EGFR) is highly expressed on non-small cell lung cancers (NSCLC) and a valuable therapeutic target. This study aimed at producing and characterizing monomethyl auristatin E (MMAE)-conjugated anti-EGFR antibody as a novel EGFR-targeting therapy for NSCLC. METHODS A humanized anti-EGFR monoclonal antibody (named RC68) was purified and conjugated with MMAE using a MC-VC-PAB or PY-VC-PAB linker. The in vitro and in vivo antitumor activity of RC68-MC-VC-PAB-MMAE and RC68-PY-VC-PAB-MMAE were characterized. RESULTS The RC68 was generated from RC68-expressing cells and had a purity of > 99.0%. The RC68 recognized EGFR on tumor cells, particularly for higher EGFR expressing H125, A431, HCC827 and H1975 cells. The RC68 was conjugated with an average of 4 MMAE molecules to generate RC68-MC-VC-PAB-MMAE and RC68-PY-VC-PAB-MMAE, respectively. The RC68-MC-VC-PAB-MMAE, RC68-PY-VC-PAB-MMAE and RC68 displayed similar binding affinity to EGFR on tumor cells, and RC68-MC-VC-PAB-MMAE and RC68-PY-VC-PAB-MMAE were effectively internalized by H125 cells. The RC68-MC-VC-PAB-MMAE and RC68-PY-VC-PAB-MMAE inhibited the growth of H125 cells in vitro with an IC50 7.37-8.04 ng/mL and implanted H125 tumors in vivo, but did not affect body weights of mice. The antitumor effect of RC68-MC-VC-PAB-MMAE was stronger than RC68-PY-VC-PAB-MMAE, which was also stronger than docetaxel in vivo. CONCLUSIONS These novel antibody-drug conjugates, particularly for RC68-MC-VC-PAB-MMAE, may be a potential candidate for treatment of EGFR + NSCLC.
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Affiliation(s)
| | - Mingxue Wang
- Mabplex International Ltd., Yantai, 264006, Shandong, China
| | - Deling Yu
- Mabplex International Ltd., Yantai, 264006, Shandong, China
| | - Wenting Luo
- RemeGen, Ltd., Yantai, 264006, Shandong, China
| | - Jianmin Fang
- RemeGen, Ltd., Yantai, 264006, Shandong, China
- Mabplex International Ltd., Yantai, 264006, Shandong, China
- School of Life Science and Technology, Tongji University, Shanghai, 200092, China
| | | | - Xuejing Yao
- RemeGen, Ltd., Yantai, 264006, Shandong, China.
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27
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Baptistella AR, Landemberger MC, Dias MVS, Giudice FS, Rodrigues BR, da Silva PPCE, Cassinela EK, Lacerda TC, Marchi FA, Leme AFP, Begnami MD, Aguiar S, Martins VR. Rab5C enhances resistance to ionizing radiation in rectal cancer. J Mol Med (Berl) 2019; 97:855-869. [DOI: 10.1007/s00109-019-01760-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Revised: 01/08/2019] [Accepted: 02/18/2019] [Indexed: 11/30/2022]
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28
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Rab25 and RCP in cancer progression. Arch Pharm Res 2019; 42:101-112. [DOI: 10.1007/s12272-019-01129-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Accepted: 01/29/2019] [Indexed: 01/10/2023]
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29
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Long T, Liu Z, Zhou X, Yu S, Tian H, Bao Y. Identification of differentially expressed genes and enriched pathways in lung cancer using bioinformatics analysis. Mol Med Rep 2019; 19:2029-2040. [PMID: 30664219 PMCID: PMC6390056 DOI: 10.3892/mmr.2019.9878] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2017] [Accepted: 10/16/2018] [Indexed: 12/24/2022] Open
Abstract
Lung cancer is the leading cause of cancer‑associated mortality worldwide. The aim of the present study was to identify the differentially expressed genes (DEGs) and enriched pathways in lung cancer by bioinformatics analysis, and to provide potential targets for diagnosis and treatment. Valid microarray data of 31 pairs of lung cancer tissues and matched normal samples (GSE19804) were obtained from the Gene Expression Omnibus database. Significance analysis of the gene expression profile was used to identify DEGs between cancer tissues and normal tissues, and a total of 1,970 DEGs, which were significantly enriched in biological processes, were screened. Through the Gene Ontology function and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis, 77 KEGG pathways associated with lung cancer were identified, among which the Toll‑like receptor pathway was observed to be important. Protein‑protein interaction network analysis extracted 1,770 nodes and 10,667 edges, and identified 10 genes with key roles in lung cancer with highest degrees, hub centrality and betweenness. Additionally, the module analysis of protein‑protein interactions revealed that 'chemokine signaling pathway', 'cell cycle' and 'pathways in cancer' had a close association with lung cancer. In conclusion, the identified DEGs, particularly the hub genes, strengthen the understanding of the development and progression of lung cancer, and certain genes (including advanced glycosylation end‑product specific receptor and epidermal growth factor receptor) may be used as candidate target molecules to diagnose, monitor and treat lung cancer.
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Affiliation(s)
- Tingting Long
- Department of Laboratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, P.R. China
| | - Zijing Liu
- Department of Clinical Medicine, Xinjiang Medical University, Urumqi, Xinjiang 830054, P.R. China
| | - Xing Zhou
- Department of Laboratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, P.R. China
| | - Shuang Yu
- Department of Laboratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, P.R. China
| | - Hui Tian
- Department of Laboratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, P.R. China
| | - Yixi Bao
- Department of Laboratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, P.R. China
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30
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Skrypek N, Bruneel K, Vandewalle C, De Smedt E, Soen B, Loret N, Taminau J, Goossens S, Vandamme N, Berx G. ZEB2 stably represses RAB25 expression through epigenetic regulation by SIRT1 and DNMTs during epithelial-to-mesenchymal transition. Epigenetics Chromatin 2018; 11:70. [PMID: 30445998 PMCID: PMC6240308 DOI: 10.1186/s13072-018-0239-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Accepted: 11/09/2018] [Indexed: 12/29/2022] Open
Abstract
Background Epithelial mesenchymal transition (EMT) is tightly regulated by a network of transcription factors (EMT-TFs). Among them is the nuclear factor ZEB2, a member of the zinc-finger E-box binding homeobox family. ZEB2 nuclear localization has been identified in several cancer types, and its overexpression is correlated with the malignant progression. ZEB2 transcriptionally represses epithelial genes, such as E-cadherin (CDH1), by directly binding to the promoter of the genes it regulates and activating mesenchymal genes by a mechanism in which there is no full agreement. Recent studies showed that EMT-TFs interact with epigenetic regulatory enzymes that alter the epigenome, thereby providing another level of control. The role of epigenetic regulation on ZEB2 function is not well understood. In this study, we aimed to characterize the epigenetic effect of ZEB2 repressive function on the regulation of a small Rab GTPase RAB25. Results Using cellular models with conditional ZEB2 expression, we show a clear transcriptional repression of RAB25 and CDH1. RAB25 contributes to the partial suppression of ZEB2-mediated cell migration. Furthermore, a highly significant reverse correlation between RAB25 and ZEB2 expression in several human cancer types could be identified. Mechanistically, ZEB2 binds specifically to E-box sequences on the RAB25 promoter. ZEB2 binding is associated with the local increase in DNA methylation requiring DNA methyltransferases as well as histone deacetylation (H3K9Ac) depending on the activity of SIRT1. Surprisingly, SIRT1 and DNMTs did not interact directly with ZEB2, and while SIRT1 inhibition decreased the stability of long-term repression, it did not prevent down-regulation of RAB25 and CDH1 by ZEB2. Conclusions ZEB2 expression is resulting in drastic changes at the chromatin level with both clear DNA hypermethylation and histone modifications. Here, we revealed that SIRT1-mediated H3K9 deacetylation helps to maintain gene repression but is not required for the direct ZEB2 repressive function. Targeting epigenetic enzymes to prevent EMT is an appealing approach to limit cancer dissemination, but inhibiting SIRT1 activity alone might have limited effect and will require drug combination to efficiently prevent EMT. Electronic supplementary material The online version of this article (10.1186/s13072-018-0239-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Nicolas Skrypek
- Molecular and Cellular Oncology Laboratory, Department of Biomedical Molecular Biology, Ghent University, Technologiepark 927, 9052, Zwijnaarde, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Kenneth Bruneel
- Molecular and Cellular Oncology Laboratory, Department of Biomedical Molecular Biology, Ghent University, Technologiepark 927, 9052, Zwijnaarde, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Cindy Vandewalle
- Molecular and Cellular Oncology Laboratory, Department of Biomedical Molecular Biology, Ghent University, Technologiepark 927, 9052, Zwijnaarde, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Eva De Smedt
- Molecular and Cellular Oncology Laboratory, Department of Biomedical Molecular Biology, Ghent University, Technologiepark 927, 9052, Zwijnaarde, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Bieke Soen
- Molecular and Cellular Oncology Laboratory, Department of Biomedical Molecular Biology, Ghent University, Technologiepark 927, 9052, Zwijnaarde, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Nele Loret
- Molecular and Cellular Oncology Laboratory, Department of Biomedical Molecular Biology, Ghent University, Technologiepark 927, 9052, Zwijnaarde, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Joachim Taminau
- Molecular and Cellular Oncology Laboratory, Department of Biomedical Molecular Biology, Ghent University, Technologiepark 927, 9052, Zwijnaarde, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Steven Goossens
- Molecular and Cellular Oncology Laboratory, Department of Biomedical Molecular Biology, Ghent University, Technologiepark 927, 9052, Zwijnaarde, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Centre for Medical Genetics, Ghent University and University Hospital, Ghent, Belgium
| | - Niels Vandamme
- Molecular and Cellular Oncology Laboratory, Department of Biomedical Molecular Biology, Ghent University, Technologiepark 927, 9052, Zwijnaarde, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Data Mining and Modeling for Biomedicine, VIB Inflammation Research Center, Ghent, Belgium.,VIB-UGent Center for Inflammation Research, Technologiepark 927, 9052, Ghent, Belgium
| | - Geert Berx
- Molecular and Cellular Oncology Laboratory, Department of Biomedical Molecular Biology, Ghent University, Technologiepark 927, 9052, Zwijnaarde, Ghent, Belgium. .,Cancer Research Institute Ghent (CRIG), Ghent, Belgium.
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31
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McCann AP, Smyth P, Cogo F, McDaid WJ, Jiang L, Lin J, Evergren E, Burden RE, Van Schaeybroeck S, Scott CJ, Burrows JF. USP17 is required for trafficking and oncogenic signaling of mutant EGFR in NSCLC cells. Cell Commun Signal 2018; 16:77. [PMID: 30409180 PMCID: PMC6225634 DOI: 10.1186/s12964-018-0291-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Accepted: 10/29/2018] [Indexed: 12/29/2022] Open
Abstract
Background The deubiquitinase USP17 is overexpressed in NSCLC and has been shown to be required for the growth and motility of EGFR wild-type (WT) NSCLC cells. USP17 is also required for clathrin-mediated endocytosis of EGFR. Here, we examine the impact of USP17 depletion on the growth, as well as EGFR endocytosis and signaling, of EGFR mutant (MT) NSCLC cells. In particular, we examine NSCLC cells harboring an EGFR activating exon 19 deletion (HCC827), or both the L858R activating mutation and the T790M resistance gatekeeper mutation (H1975) which renders them resistant to EGFR tyrosine kinase inhibitors (TKIs). Methods MTT, trypan blue and clonogenic assays, confocal microscopy, Western blotting and cell cycle analysis were performed. Results USP17 depletion blocks the growth of EGFRMT NSCLC cells carrying either the EGFR exon 19 deletion, or L858R/T790M double mutation. In contrast to EGFRWT cells, USP17 depletion also triggers apoptosis of EGFRMT NSCLC cells. USP17 is required for clathrin-mediated endocytosis in these EGFRMT NSCLC cells, but it is not required for the internalization of the mutated EGFR receptors. Instead, USP17 depletion alters the localization of these receptors within the cell, and although it does not decrease basal EGFR activation, it potently reduces activation of Src, a key kinase in mutant EGFR-dependent tumorigenicity. Finally, we demonstrate that USP17 depletion can trigger apoptosis in EGFRWT NSCLC cells, when combined with the EGFR tyrosine kinase inhibitor (TKI) gefitinib. Conclusions Our data reveals that USP17 facilitates trafficking and oncogenic signaling of mutant EGFR and indicates targeting USP17 could represent a viable therapeutic strategy in NSCLC tumours carrying either an EGFR activating mutation, or a resistance gatekeeper mutation.
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Affiliation(s)
- Aidan P McCann
- School of Pharmacy, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7BL, UK
| | - Peter Smyth
- Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7BL, UK
| | - Francesco Cogo
- Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7BL, UK
| | - William J McDaid
- Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7BL, UK
| | - Lai Jiang
- Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7BL, UK
| | - Jia Lin
- School of Pharmacy, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7BL, UK
| | - Emma Evergren
- Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7BL, UK
| | - Roberta E Burden
- School of Pharmacy, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7BL, UK
| | - Sandra Van Schaeybroeck
- Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7BL, UK
| | - Christopher J Scott
- Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7BL, UK
| | - James F Burrows
- School of Pharmacy, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7BL, UK.
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32
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Lepikhova T, Karhemo PR, Louhimo R, Yadav B, Murumägi A, Kulesskiy E, Kivento M, Sihto H, Grénman R, Syrjänen SM, Kallioniemi O, Aittokallio T, Wennerberg K, Joensuu H, Monni O. Drug-Sensitivity Screening and Genomic Characterization of 45 HPV-Negative Head and Neck Carcinoma Cell Lines for Novel Biomarkers of Drug Efficacy. Mol Cancer Ther 2018; 17:2060-2071. [DOI: 10.1158/1535-7163.mct-17-0733] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Revised: 12/15/2017] [Accepted: 06/21/2018] [Indexed: 11/16/2022]
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33
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Rab25 acts as an oncogene in luminal B breast cancer and is causally associated with Snail driven EMT. Oncotarget 2018; 7:40252-40265. [PMID: 27259233 PMCID: PMC5130006 DOI: 10.18632/oncotarget.9730] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Accepted: 05/10/2016] [Indexed: 12/13/2022] Open
Abstract
The Rab GTPases regulate vesicular trafficking machinery that transports and delivers a diverse pool of cargo, including growth factor receptors, integrins, nutrient receptors and junction proteins to specific intracellular sites. The trafficking machinery is indeed a major posttranslational modifier and is critical for cellular homeostasis. Deregulation of this stringently controlled system leads to a wide spectrum of disorders including cancer. Herein we demonstrate that Rab25, a key GTPase, mostly decorating the apical recycling endosome, is a dichotomous variable in breast cancer cell lines with higher mRNA and protein expression in Estrogen Receptor positive (ER+ve) lines. Rab25 and its effector, Rab Coupling Protein (RCP) are frequently coamplified and coordinately elevated in ER+ve breast cancers. In contrast, Rab25 levels are decreased in basal-like and almost completely lost in claudin-low tumors. This dichotomy exists despite the presence of the 1q amplicon that hosts Rab25 across breast cancer subtypes and is likely due to differential methylation of the Rab25 promoter. Functionally, elevated levels of Rab25 drive major hallmarks of cancer including indefinite growth and metastasis but in case of luminal B breast cancer only. Importantly, in such ER+ve tumors, coexpression of Rab25 and its effector, RCP is significantly associated with a markedly worsened clinical outcome. Importantly, in claudin-low cell lines, exogenous Rab25 markedly inhibits cell migration. Similarly, during Snail-induced epithelial to mesenchymal transition (EMT) exogenous Rab25 potently reverses Snail-driven invasion. Overall, this study substantiates a striking context dependent role of Rab25 in breast cancer where Rab25 is amplified and enhances aggressiveness in luminal B cancers while in claudin-low tumors, Rab25 is lost indicating possible anti-tumor functions.
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34
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Kushwaha R, Mishra J, Tripathi S, Raza W, Mandrah K, Roy SK, Bandyopadhyay S. Arsenic Attenuates Heparin-Binding EGF-Like Growth Factor/EGFR Signaling That Promotes Matrix Metalloprotease 9-Dependent Astrocyte Damage in the Developing Rat Brain. Toxicol Sci 2017; 162:406-428. [DOI: 10.1093/toxsci/kfx264] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Affiliation(s)
- Rajesh Kushwaha
- Academy of Scientific and Innovative Research (AcSIR), CSIR-IITR Campus, Lucknow, India
- Developmental Toxicology Laboratory, Systems Toxicology and Health Risk Assessment Group, CSIR-Indian Institute of Toxicology Research (CSIR-IITR), Lucknow 226001, India
| | - Juhi Mishra
- Developmental Toxicology Laboratory, Systems Toxicology and Health Risk Assessment Group, CSIR-Indian Institute of Toxicology Research (CSIR-IITR), Lucknow 226001, India
- Babu Banarasi Das University, Lucknow 226028, India
| | - Sachin Tripathi
- Developmental Toxicology Laboratory, Systems Toxicology and Health Risk Assessment Group, CSIR-Indian Institute of Toxicology Research (CSIR-IITR), Lucknow 226001, India
- Amity Institute of Biotechnology, Amity University (Lucknow Campus), Lucknow, India
| | - Waseem Raza
- Developmental Toxicology Laboratory, Systems Toxicology and Health Risk Assessment Group, CSIR-Indian Institute of Toxicology Research (CSIR-IITR), Lucknow 226001, India
| | - Kapil Mandrah
- Academy of Scientific and Innovative Research (AcSIR), CSIR-IITR Campus, Lucknow, India
- Analytical Chemistry Laboratory and Regulatory Toxicology Group, CSIR-IITR, Lucknow, India
| | - Somendu Kumar Roy
- Analytical Chemistry Laboratory and Regulatory Toxicology Group, CSIR-IITR, Lucknow, India
| | - Sanghamitra Bandyopadhyay
- Academy of Scientific and Innovative Research (AcSIR), CSIR-IITR Campus, Lucknow, India
- Developmental Toxicology Laboratory, Systems Toxicology and Health Risk Assessment Group, CSIR-Indian Institute of Toxicology Research (CSIR-IITR), Lucknow 226001, India
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35
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Salova AV, Belyaeva TN, Leontieva EA, Kornilova ES. EGF receptor lysosomal degradation is delayed in the cells stimulated with EGF-Quantum dot bioconjugate but earlier key events of endocytic degradative pathway are similar to that of native EGF. Oncotarget 2017; 8:44335-44350. [PMID: 28574831 PMCID: PMC5546484 DOI: 10.18632/oncotarget.17873] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Accepted: 04/30/2017] [Indexed: 02/06/2023] Open
Abstract
Quantum dots (QDs) complexed to ligands recognizing surface receptors undergoing internalization are an attractive tool for live cell imaging of ligand-receptor complexes behavior and for specific tracking of the cells of interest. However, conjugation of quasi-multivalent large QD-particle to monovalent small growth factors like EGF that bound their tyrosine-kinase receptors may affect key endocytic events tightly bound to signaling. Here, by means of confocal microscopy we have addressed the key endocytic events of lysosomal degradative pathway stimulated by native EGF or EGF-QD bioconjugate. We have demonstrated that the decrease in endosome number, increase in mean endosome integrated density and the pattern of EEA1 co-localization with EGF-EGFR complexes at early stages of endocytosis were similar for the both native and QD-conjugated ligands. In both cases enlarged hollow endosomes appeared after wortmannin treatment. This indicates that early endosomal fusions and their maturation proceed similar for both ligands. EGF-QD and native EGF similarly accumulated in juxtanuclear region, and live cell imaging of endosome motion revealed the behavior described elsewhere for microtubule-facilitated motility. Finally, EGF-QD and the receptor were found in lysosomes. However, degradation of receptor part of QD-EGF-EGFR-complex was delayed compared to native EGF, but not inhibited, while QDs fluorescence was detected in lysosomes even after 24 hours. Importantly, in HeLa and A549 cells the both ligands behaved similarly. We conclude that during endocytosis EGF-QD behaves as a neutral marker for degradative pathway up to lysosomal stage and can also be used as a long-term cell marker.
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Affiliation(s)
- Anna V. Salova
- Institute of Cytology of the Russian Academy of Sciences, St. Petersburg, Russia
| | - Tatiana N. Belyaeva
- Institute of Cytology of the Russian Academy of Sciences, St. Petersburg, Russia
| | | | - Elena S. Kornilova
- Institute of Cytology of the Russian Academy of Sciences, St. Petersburg, Russia
- Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia
- St. Petersburg State University, St. Petersburg, Russia
- ITMO University, St. Petersburg, Russia
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Feng ZH, Fang Y, Zhao LY, Lu J, Wang YQ, Chen ZH, Huang Y, Wei JH, Liang YP, Cen JJ, Pan YH, Liao B, Chen W, Luo JH. RIN1 promotes renal cell carcinoma malignancy by activating EGFR signaling through Rab25. Cancer Sci 2017; 108:1620-1627. [PMID: 28612496 PMCID: PMC5543468 DOI: 10.1111/cas.13297] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Revised: 06/01/2017] [Accepted: 06/08/2017] [Indexed: 12/30/2022] Open
Abstract
We previously identified the important role of RIN1 expression in the prognosis of clear cell renal cell carcinoma (ccRCC). The role of RIN1 in ccRCC malignancy and underlying molecular mechanisms remain unclear. Here we report that ccRCC cells and tissues expressed more RIN1 than normal controls. Gain‐of‐function and loss‐of‐function studies demonstrated that RIN1 enhanced ccRCC cell growth, migration and invasion abilities in vitro and promoted tumor growth and metastasis in vivo. Mechanistic studies revealed that RIN1 has an activating effect on EGFR signaling in ccRCC. In addition, we unveil Rab25, a critical GTPase in ccRCC malignancy, as a functional RIN1 interacting partner. Knockdown of Rab25 eliminated the augmentation of carcinoma cell proliferation, migration and invasion by ectopic RIN1. We also confirmed that RIN1 and Rab25 expression correlates with the overall‐survival of ccRCC patients from TCGA. These findings suggest that RIN1 plays an important oncogenic role in ccRCC malignancy by activation of EGFR signaling through interacting with Rab25, and RIN1 could be employed as an effective therapeutic target for ccRCC.
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Affiliation(s)
- Zi-Hao Feng
- Department of Urology, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yong Fang
- Department of Urology, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Liang-Yun Zhao
- Department of Urology, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Jun Lu
- Department of Urology, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yong-Qian Wang
- Department of Musculoskeletal Oncology, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zhen-Hua Chen
- Department of Urology, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yong Huang
- Department of Urology, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Jin-Huan Wei
- Department of Urology, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yan-Ping Liang
- Department of Urology, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Jun-Jie Cen
- Department of Urology, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yi-Hui Pan
- Department of Urology, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Bing Liao
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Wei Chen
- Department of Urology, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Jun-Hang Luo
- Department of Urology, Sun Yat-sen University, Guangzhou, Guangdong, China
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37
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Gankhuyag N, Yu KN, Davaadamdin O, Lee S, Cho WY, Park C, Jiang HL, Singh B, Chae CH, Cho MH, Cho CS. Suppression of Tobacco Carcinogen-Induced Lung Tumorigenesis by Aerosol-Delivered Glycerol Propoxylate Triacrylate-Spermine Copolymer/Short Hairpin Rab25 RNA Complexes in Female A/J Mice. J Aerosol Med Pulm Drug Deliv 2017; 30:81-90. [PMID: 27792477 DOI: 10.1089/jamp.2016.1301] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Rab25, a member of Rab family of small guanosine triphosphatase, is associated with progression of various types of human cancers, including lung cancer, the leading cause of cancer-associated deaths around the globe. METHODS In this study, we report the gene therapeutic effect of short hairpin Rab25 RNA (shRab25) on 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK)-induced lung tumorigenesis in female A/J mice. Initially, mice (6 weeks old) were injected with single dose of NNK (2 mg/0.1 mL saline/mouse) by intraperitoneal injection to induce the tumor. Eight weeks later, shRab25 was complexed with glycerol propoxylate triacrylate-spermine (GPT-SPE) copolymer and delivered into tobacco-induced lung cancer models through a nose-only inhalation system twice a week for 2 months. RESULTS GPT-SPE/shRab25 largely decreased the tobacco-induced tumor numbers and tumor volume in the lungs compared to GPT-SPE- or GPT-SPE/shScr-delivered groups. Remarkably, aerosol-delivered GPT-SPE/shRab25 significantly decreased the expression level of Rab25 and other prominent apoptosis-related proteins in female A/J mice. The apoptosis in these mice was determined by detecting the expression level of Bcl-2, proliferating cell nuclear antigen, Bax, and further confirmed by TUNEL assay. CONCLUSIONS Our results strongly confirm the tumorigenic role of Rab25 in tobacco carcinogen-induced lung cancer and hence demonstrate aerosol delivery of shRab25 as a therapeutic target for lung cancer treatment.
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Affiliation(s)
- Nomundelger Gankhuyag
- 1 Laboratory of Toxicology, BK21 PLUS Program for Creative Veterinary Science Research and The Research Institute of Veterinary Science, College of Veterinary Medicine, Seoul National University , Seoul 151-742, Republic of Korea
| | - Kyeong Nam Yu
- 1 Laboratory of Toxicology, BK21 PLUS Program for Creative Veterinary Science Research and The Research Institute of Veterinary Science, College of Veterinary Medicine, Seoul National University , Seoul 151-742, Republic of Korea
| | - Orkhonselenge Davaadamdin
- 1 Laboratory of Toxicology, BK21 PLUS Program for Creative Veterinary Science Research and The Research Institute of Veterinary Science, College of Veterinary Medicine, Seoul National University , Seoul 151-742, Republic of Korea
| | - Somin Lee
- 1 Laboratory of Toxicology, BK21 PLUS Program for Creative Veterinary Science Research and The Research Institute of Veterinary Science, College of Veterinary Medicine, Seoul National University , Seoul 151-742, Republic of Korea
| | - Won Young Cho
- 1 Laboratory of Toxicology, BK21 PLUS Program for Creative Veterinary Science Research and The Research Institute of Veterinary Science, College of Veterinary Medicine, Seoul National University , Seoul 151-742, Republic of Korea
| | - Changhoon Park
- 2 Laboratory of Pathology, College of Veterinary Medicine, Seoul National University , Seoul, Korea
| | - Hu-Lin Jiang
- 3 State Key Laboratory of Natural Medicines, Department of Pharmaceutics, China Pharmaceutical University , Nanjing, China
| | - Bijay Singh
- 4 Department of Agricultural Biotechnology, Research Institute for Agriculture and Life Sciences, Seoul National University , Seoul, Korea
| | - Chan-Hee Chae
- 2 Laboratory of Pathology, College of Veterinary Medicine, Seoul National University , Seoul, Korea
| | - Myung-Haing Cho
- 1 Laboratory of Toxicology, BK21 PLUS Program for Creative Veterinary Science Research and The Research Institute of Veterinary Science, College of Veterinary Medicine, Seoul National University , Seoul 151-742, Republic of Korea
| | - Chong-Su Cho
- 4 Department of Agricultural Biotechnology, Research Institute for Agriculture and Life Sciences, Seoul National University , Seoul, Korea
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38
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Oncogenic role of rab escort protein 1 through EGFR and STAT3 pathway. Cell Death Dis 2017; 8:e2621. [PMID: 28230863 PMCID: PMC5386492 DOI: 10.1038/cddis.2017.50] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2016] [Revised: 12/29/2016] [Accepted: 01/03/2017] [Indexed: 12/20/2022]
Abstract
Rab escort protein-1 (REP1) is linked to choroideremia (CHM), an X-linked degenerative disorder caused by mutations of the gene encoding REP1 (CHM). REP1 mutant zebrafish showed excessive cell death throughout the body, including the eyes, indicating that REP1 is critical for cell survival, a hallmark of cancer. In the present study, we found that REP1 is overexpressed in human tumor tissues from cervical, lung, and colorectal cancer patients, whereas it is expressed at relatively low levels in the normal tissue counterparts. REP1 expression was also elevated in A549 lung cancer cells and HT-29 colon cancer cells compared with BEAS-2B normal lung and CCD-18Co normal colon epithelial cells, respectively. Interestingly, short interfering RNA (siRNA)-mediated REP1 knockdown-induced growth inhibition of cancer cell lines via downregulation of EGFR and inactivation of STAT3, but had a negligible effect on normal cell lines. Moreover, overexpression of REP1 in BEAS-2B cells enhanced cell growth and anchorage-independent colony formation with little increase in EGFR level and STAT3 activation. Furthermore, REP1 knockdown effectively reduced tumor growth in a mouse xenograft model via EGFR downregulation and STAT3 inactivation in vivo. These data suggest that REP1 plays an oncogenic role, driving tumorigenicity via EGFR and STAT3 signaling, and is a potential therapeutic target to control cancers.
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Lai X, Friedman A. Exosomal miRs in Lung Cancer: A Mathematical Model. PLoS One 2016; 11:e0167706. [PMID: 28002496 PMCID: PMC5176278 DOI: 10.1371/journal.pone.0167706] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Accepted: 11/18/2016] [Indexed: 01/11/2023] Open
Abstract
Lung cancer, primarily non-small-cell lung cancer (NSCLC), is the leading cause of cancer deaths in the United States and worldwide. While early detection significantly improves five-year survival, there are no reliable diagnostic tools for early detection. Several exosomal microRNAs (miRs) are overexpressed in NSCLC, and have been suggested as potential biomarkers for early detection. The present paper develops a mathematical model for early stage of NSCLC with emphasis on the role of the three highest overexpressed miRs, namely miR-21, miR-205 and miR-155. Simulations of the model provide quantitative relationships between the tumor volume and the total mass of each of the above miRs in the tumor. Because of the positive correlation between these miRs in the tumor tissue and in the blood, the results of the paper may be viewed as a first step toward establishing a combination of miRs 21, 205, 155 and possibly other miRs as serum biomarkers for early detection of NSCLC.
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Affiliation(s)
- Xiulan Lai
- Institute for Mathematical Sciences, Renmin University of China, Beijing, P. R. China
| | - Avner Friedman
- Mathematical Bioscience Institute & Department of Mathematics, Ohio State University, Columbus, OH, United States of America
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40
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Global analysis of chromosome 1 genes among patients with lung adenocarcinoma, squamous carcinoma, large-cell carcinoma, small-cell carcinoma, or non-cancer. Cancer Metastasis Rev 2016; 34:249-64. [PMID: 25937073 DOI: 10.1007/s10555-015-9558-0] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The present study aimed at investigating genetic variations, specific signal pathways, or biological processes of chromosome 1 genes between subtypes and stages of lung cancer and prediction of selected targeting genes for patient survival rate. About 537 patients with lung adenocarcinoma (ADC), 140 with lung squamous carcinoma (SCC), 9 with lung large-cell carcinoma (LCC), 56 with small-cell lung cancer (SCLC), and 590 without caner were integrated from 16 databases and analyzed in the present study. Three (ASPM, CDC20, KIAA1799) or 28 genes significantly up- or down-expressed in four subtypes of lung cancer. The activated cell division and down-regulated immune responses were identified in patients with lung cancer. Keratinocyte development associated genes S100 and SPRR families dominantly up-expressed in SCC and AKT3 and NRAS in SCLC. Subtype-specific genes of ADC, SCC, LCC, or SCLC were also identified. C1orf106, CAPN8, CDC20, COL11A1, CRABP2, and NBPF9 up-expressed at four stages of ADC. Fifty six related with keratinocytes or potassium channels up-expressed in three stages of SCC. CDC20, IL10, ECM1, GABPB2, CRABP2, and COL11A1 significantly predicted the poor overall survival of ADC patients and S100A2 and TIMM17A in SCC patients. Our data indicate that a number of altered chromosome 1 genes have the subtype and stage specificities of lung cancer and can be considered as diagnostic and prognosis biomarkers.
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Naboulsi W, Bracht T, Megger DA, Reis H, Ahrens M, Turewicz M, Eisenacher M, Tautges S, Canbay AE, Meyer HE, Weber F, Baba HA, Sitek B. Quantitative proteome analysis reveals the correlation between endocytosis-associated proteins and hepatocellular carcinoma dedifferentiation. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2016; 1864:1579-85. [PMID: 27519163 DOI: 10.1016/j.bbapap.2016.08.005] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2016] [Revised: 07/22/2016] [Accepted: 08/08/2016] [Indexed: 01/04/2023]
Abstract
The majority of poorly differentiated hepatocellular carcinomas (HCCs) develop from well-differentiated tumors. Endocytosis is a cellular function which is likely to take part in this development due to its important role in regulating the abundances of vital signaling receptors. Here, we aimed to investigate the abundance of endocytosis-associated proteins in HCCs with various differentiation grades. Therefore, we analyzed 36 tissue specimens from HCC patients via LC-MS/MS-based label-free quantitative proteomics including 19 HCC tissue samples with different degrees of histological grades and corresponding non-tumorous tissue controls. As a result, 277 proteins were differentially regulated between well-differentiated tumors and controls. In moderately and poorly differentiated tumors, 278 and 1181 proteins, respectively, were significantly differentially regulated compared to non-tumorous tissue. We explored the regulated proteins based on their functions and identified thirty endocytosis-associated proteins, mostly overexpressed in poorly differentiated tumors. These included proteins that have been shown to be up-regulated in HCC like clathrin heavy chain-1 (CLTC) as well as unknown proteins, such as secretory carrier-associated membrane protein 3 (SCAMP3). The abundances of SCAMP3 and CLTC were immunohistochemically examined in tissue sections of 84 HCC patients. We demonstrate the novel association of several endocytosis-associated proteins, in particular, SCAMP3 with HCC progression.
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Affiliation(s)
- Wael Naboulsi
- Medizinisches Proteom-Center, Ruhr-Universität Bochum, 44801 Bochum, Germany.
| | - Thilo Bracht
- Medizinisches Proteom-Center, Ruhr-Universität Bochum, 44801 Bochum, Germany
| | - Dominik A Megger
- Medizinisches Proteom-Center, Ruhr-Universität Bochum, 44801 Bochum, Germany
| | - Henning Reis
- Institute of Pathology, University of Duisburg-Essen, University Hospital Essen, 45147 Essen, Germany
| | - Maike Ahrens
- Medizinisches Proteom-Center, Ruhr-Universität Bochum, 44801 Bochum, Germany
| | - Michael Turewicz
- Medizinisches Proteom-Center, Ruhr-Universität Bochum, 44801 Bochum, Germany
| | - Martin Eisenacher
- Medizinisches Proteom-Center, Ruhr-Universität Bochum, 44801 Bochum, Germany
| | - Stephanie Tautges
- Medizinisches Proteom-Center, Ruhr-Universität Bochum, 44801 Bochum, Germany
| | - Ali E Canbay
- Department of Gastroenterology and Hepatology, University of Duisburg-Essen, University Hospital Essen, 45147 Essen, Germany
| | - Helmut E Meyer
- Medizinisches Proteom-Center, Ruhr-Universität Bochum, 44801 Bochum, Germany
| | - Frank Weber
- Department of General, Visceral and Transplantation Surgery, University of Duisburg-Essen, University Hospital Essen, 45147 Essen, Germany
| | - Hideo A Baba
- Institute of Pathology, University of Duisburg-Essen, University Hospital Essen, 45147 Essen, Germany
| | - Barbara Sitek
- Medizinisches Proteom-Center, Ruhr-Universität Bochum, 44801 Bochum, Germany.
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Saafan H, Foerster S, Parra-Guillen ZP, Hammer E, Michaelis M, Cinatl J, Völker U, Fröhlich H, Kloft C, Ritter CA. Utilising the EGFR interactome to identify mechanisms of drug resistance in non-small cell lung cancer - Proof of concept towards a systems pharmacology approach. Eur J Pharm Sci 2016; 94:20-32. [PMID: 27112992 DOI: 10.1016/j.ejps.2016.04.025] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2016] [Revised: 03/26/2016] [Accepted: 04/22/2016] [Indexed: 11/17/2022]
Abstract
Drug treatment of epidermal growth factor receptor (EGFR) positive non-small cell lung cancer has improved substantially by targeting activating mutations within the receptor tyrosine kinase domain. However, the development of drug resistance still limits this approach. As root causes, large heterogeneity between tumour entities but also within tumour cells have been suggested. Therefore, approaches to identify these multitude and complex mechanisms are urgently required. Affinity purification coupled with high resolution mass spectrometry was applied to isolate and characterise the EGFR interactome from HCC4006 non-small cell lung cancer cells and their variant HCC4006rERLO0.5 adapted to grow in the presence of therapeutically relevant concentrations of erlotinib. Bioinformatics analyses were carried out to identify proteins and their related molecular functions that interact differentially with EGFR in the untreated state or when incubated with erlotinib prior to EGFR activation. Across all experimental conditions 375 proteins were detected to participate in the EGFR interactome, 90% of which constituted a complex protein interaction network that was bioinformatically reconstructed from literature data. Treatment of HCC4006rERLO0.5 cells carrying a resistance phenotype to erlotinib was associated with an increase of protein levels of members of the clathrin-associated adaptor protein family AP2 (AP2A1, AP2A2, AP2B1), structural proteins of cytoskeleton rearrangement as well as signalling molecules such as Shc. Validation experiments confirmed activation of the Ras-Raf-Mek-Erk (MAPK)-pathway, of which Shc is an initiating adaptor molecule, in HCC4006rERLO0.5 cells. Taken together, differential proteins in the EGFR interactome of HCC4006rERLO0.5 cells were identified that could be related to multiple resistance mechanisms including alterations in growth factor receptor expression, cellular remodelling processes suggesting epithelial-to-mesenchymal transition as well as alterations in downstream signalling. Knowledge of these mechanisms is a pivotal step to build an integrative model of drug resistance in a systems pharmacology manner and to be able to investigate the interplay of these mechanisms and ultimately recommend combinatorial treatment strategies to overcome drug resistance.
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Affiliation(s)
- Hisham Saafan
- Insitute of Pharmacy, Clinical Pharmacy, Ernst-Moritz-Arndt-University, Greifswald, Germany
| | - Sarah Foerster
- Insitute of Pharmacy, Clinical Pharmacy, Ernst-Moritz-Arndt-University, Greifswald, Germany
| | - Zinnia P Parra-Guillen
- Institute of Pharmacy, Department of Clinical Pharmacy and Biochemistry, Freie Universitaet Berlin, Germany
| | - Elke Hammer
- Interfaculty Institute of Genetics and Functional Genomics, University Medicine, Ernst-Moritz-Arndt-University of Greifswald, Germany
| | - Martin Michaelis
- Centre for Molecular Processing and School of Biosciences, University of Kent, Canterbury, UK
| | - Jindrich Cinatl
- Institut für Medizinische Virologie, Klinikum der Goethe-Universität, Frankfurt/Main, Germany
| | - Uwe Völker
- Interfaculty Institute of Genetics and Functional Genomics, University Medicine, Ernst-Moritz-Arndt-University of Greifswald, Germany
| | | | - Charlotte Kloft
- Institute of Pharmacy, Department of Clinical Pharmacy and Biochemistry, Freie Universitaet Berlin, Germany.
| | - Christoph A Ritter
- Insitute of Pharmacy, Clinical Pharmacy, Ernst-Moritz-Arndt-University, Greifswald, Germany.
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Salova AV, Belyaeva TN, Leontieva EA, Zlobina MV, Kharchenko MV, Kornilova ES. Quantum dots implementation as a label for analysis of early stages of EGF receptor endocytosis: a comparative study on cultured cells. Oncotarget 2016; 7:6029-47. [PMID: 26716513 PMCID: PMC4868738 DOI: 10.18632/oncotarget.6720] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Accepted: 11/25/2015] [Indexed: 12/16/2022] Open
Abstract
EGF complexed to fluorescent photostable quantum dots by biotin-streptavidin system (bEGF-savQD) is attractive for both the basic research and therapeutic application such as targeted drug delivery in EGF-receptor (EGFR) expressing cancers. However, compared to native EGF, the large size of QD and its quasi-multivalency can have unpredictable effects on EGFR endocytosis changing the internalization portal and/or endosomal processing tightly bound to EGF signaling. We have found that bEGF-savQDs enter HeLa cells via the temperature-dependent clathrin-mediated EGF-receptor-specific pathway characteristic for native EGF. We also found that EGF-to-QD concentration ratios used for the complex preparation and the level of EGF receptor expression affect the number and integral densities of the formed endosomes. So, at EGF-to-QD ratio from 4:1 to 12:1 (at nanomolar bEGF concentrations) on average 100 bright endosomes per HeLa cell were formed 15 min after the complex addition, while 1:1 ratio resulted in formation of very few dim endosomes. However, in A431 cells overexpressing EGFR 1:1 ratio was effective. Using dynamin inhibition and Na-acidic washout we showed that bEGF-savQDs bind surface receptors and enter clathrin-coated pits slower than the same ligands without QD. Yet, the bEGF-savQD demonstrated similar to native EGF and bEGF-savCy3 co-localization dynamics with tethering protein EEA1 and HRS, the key component of sorting ESCRT0 complex. In conclusion, our comparative study reveals that in respect to entrapment into coated pits, endosomal recruitment, endosome fusions, and the initial steps of endosomal maturation, bEGF-savQD behaves like native EGF and QD implementation does not affect these important events.
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Affiliation(s)
- Anna V. Salova
- Institute of Cytology of the Russian Academy of Sciences, St. Petersburg, Russia
| | - Tatiana N. Belyaeva
- Institute of Cytology of the Russian Academy of Sciences, St. Petersburg, Russia
| | | | - Maria V. Zlobina
- Institute of Cytology of the Russian Academy of Sciences, St. Petersburg, Russia
- Central European Institute of Technology, Brno, Czech Republic
| | | | - Elena S. Kornilova
- Institute of Cytology of the Russian Academy of Sciences, St. Petersburg, Russia
- Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia
- St. Petersburg State University, St. Petersburg, Russia
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Gargalionis AN, Karamouzis MV, Adamopoulos C, Papavassiliou AG. Protein trafficking in colorectal carcinogenesis--targeting and bypassing resistance to currently applied treatments. Carcinogenesis 2015; 36:607-615. [DOI: 10.1093/carcin/bgv052] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2023] Open
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45
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Cui G, Cui M, Li Y, Liang Y, Li W, Guo H, Zhao S. Galectin-3 knockdown increases gefitinib sensitivity to the inhibition of EGFR endocytosis in gefitinib-insensitive esophageal squamous cancer cells. Med Oncol 2015; 32:124. [PMID: 25788032 DOI: 10.1007/s12032-015-0570-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2015] [Accepted: 03/12/2015] [Indexed: 01/29/2023]
Abstract
Esophageal cancer (EC) is one of the most aggressive malignancies with a distinctly high incidence and mortality rate. Esophageal squamous cell carcinoma (ESCC) is the major histologic subtype of EC, with 40-70 % of tumors overexpressing the epidermal growth factor receptor (EGFR). Blockade of EGFR signal transduction may be a promising and effective strategy for EC therapy. However, the therapeutic efficacy of EGFR-tyrosine kinase inhibitors is clinically limited because of drug resistance. Galectin-3, a member of the animal lectin family, has been associated with a variety of biological functions and the progression of multiple tumors, including ESCC. In this study, we investigated the role of galectin-3 involved in potential gefitinib-resistance mechanisms in EGFR-positive ESCC cell lines. The results revealed that gefitinib treatment induced different inhibitory effects on cell viability, cell cycle progression and cell invasion in gefitinib-sensitive KYSE-450 and gefitinib-insensitive TE-8 cells with different levels of galectin-3 expression. Interestingly, we further found that EGF-induced EGFR endocytosis and EGFR signaling were different between gefitinib-sensitive and gefitinib-insensitive ESCC cell lines. Galectin-3 inhibition in combination with gefitinib treatment induced greater inhibitory effects on cell viability, cell cycle progression and cell invasion in gefitinib-insensitive TE-8 cells. Moreover, galectin-3 inhibition increased the gefitinib sensitivity of TE-8 cells in terms of EGFR endocytosis in vitro and anti-tumor effects in vivo. Taken together, galectin-3 knockdown increased gefitinib sensitivity through the inhibition of EGFR endocytosis in gefitinib-insensitive ESCC cells and galectin-3 may be a rational therapeutic target in ESCC with gefitinib resistance.
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Affiliation(s)
- Guanghui Cui
- Department of Thoracic Surgery, The First Affiliated Hospital of Zhengzhou University, No. 1 East Jianshe Road, Zhengzhou, 450052, Henan, China
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