1
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Romaniello D, Morselli A, Marrocco I. Strategies to Overcome Resistance to Osimertinib in EGFR-Mutated Lung Cancer. Int J Mol Sci 2025; 26:2957. [PMID: 40243603 PMCID: PMC11988377 DOI: 10.3390/ijms26072957] [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: 02/24/2025] [Revised: 03/22/2025] [Accepted: 03/23/2025] [Indexed: 04/18/2025] Open
Abstract
Non-small-cell lung cancer (NSCLC) represents the most common type of lung cancer. The majority of patients with lung cancer characterized by activating mutations in the epidermal growth factor receptor (EGFR), benefit from therapies entailing tyrosine kinase inhibitors (TKIs). In this regard, osimertinib, a third-generation EGFR TKI, has greatly improved the outcome for patients with EGFR-mutated lung cancer. The AURA and FLAURA trials displayed the superiority of the third-generation TKI in both first- and second-line settings, making it the drug of choice for treating patients with EGFR-mutated lung cancer. Unfortunately, the onset of resistance is almost inevitable. On-target mechanisms of resistance include new mutations (e.g., C797S) in the kinase domain of EGFR, while among the off-target mechanisms, amplification of MET or HER2, mutations in downstream signaling molecules, oncogenic fusions, and phenotypic changes (e.g., EMT) have been described. This review focuses on the strategies that are currently being investigated, in preclinical and clinical settings, to overcome resistance to osimertinib, including the use of fourth-generation TKIs, PROTACs, bispecific antibodies, and ADCs, as monotherapy and as part of combination therapies.
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Affiliation(s)
- Donatella Romaniello
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Via Massarenti 9, 40138 Bologna, Italy; (D.R.); (A.M.)
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Massarenti 9, 40138 Bologna, Italy
| | - Alessandra Morselli
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Via Massarenti 9, 40138 Bologna, Italy; (D.R.); (A.M.)
| | - Ilaria Marrocco
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
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2
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Liao YY, Tsai CL, Huang HP. Optimizing Osimertinib for NSCLC: Targeting Resistance and Exploring Combination Therapeutics. Cancers (Basel) 2025; 17:459. [PMID: 39941826 PMCID: PMC11815769 DOI: 10.3390/cancers17030459] [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: 12/25/2024] [Revised: 01/24/2025] [Accepted: 01/27/2025] [Indexed: 02/16/2025] Open
Abstract
Non-small-cell lung cancer (NSCLC) is a leading cause of cancer-related deaths worldwide, with epidermal growth factor receptor (EGFR) mutations present in a substantial proportion of patients. Third-generation EGFR tyrosine kinase inhibitors (EGFR TKI), exemplified by osimertinib, have dramatically improved outcomes by effectively targeting the T790M mutation-a primary driver of acquired resistance to earlier-generation EGFR TKI. Despite these successes, resistance to third-generation EGFR TKIs inevitably emerges. Mechanisms include on-target mutations such as C797S, activation of alternative pathways like MET amplification, histologic transformations, and intricate tumor microenvironment (TME) alterations. These resistance pathways are compounded by challenges in tolerability, adverse events, and tumor heterogeneity. In light of these hurdles, this review examines the evolving landscape of combination therapies designed to enhance or prolong the effectiveness of third-generation EGFR TKIs. We explore key strategies that pair osimertinib with radiotherapy, anti-angiogenic agents, immune checkpoint inhibitors, and other molecularly targeted drugs, and we discuss the biological rationale, preclinical evidence, and clinical trial data supporting these approaches. Emphasis is placed on how these combinations may circumvent diverse resistance mechanisms, improve survival, and maintain a favorable safety profile. By integrating the latest findings, this review aims to guide clinicians and researchers toward more individualized and durable treatment options, ultimately enhancing both survival and quality of life for patients with EGFR-mutated NSCLC.
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Affiliation(s)
- Yan-You Liao
- Department of Medicine, National Taiwan University College of Medicine, Taipei 100233, Taiwan;
| | - Chia-Luen Tsai
- Graduate Institute of Medical Genomics and Proteomics, National Taiwan University College of Medicine, Taipei 100233, Taiwan;
| | - Hsiang-Po Huang
- Graduate Institute of Medical Genomics and Proteomics, National Taiwan University College of Medicine, Taipei 100233, Taiwan;
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3
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Goglia AG, Alshalalfa M, Khan A, Isakov DR, Hougen HY, Swami N, Kannikal J, Mcbride SM, Gomez DR, Punnen S, Nguyen PL, Iyengar P, Antonarakis ES, Mahal BA, Dee EC. Pan-cancer genomic analysis reveals FOXA1 amplification is associated with adverse outcomes in non-small cell lung, prostate, and breast cancers. J Natl Cancer Inst 2025; 117:188-197. [PMID: 39254651 PMCID: PMC11717412 DOI: 10.1093/jnci/djae224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 08/01/2024] [Accepted: 08/30/2024] [Indexed: 09/11/2024] Open
Abstract
BACKGROUND Alterations in forkhead box A1 (FOXA1), a pioneer transcription factor, are associated with poor prognosis in breast cancer and prostate cancer. We characterized FOXA1 genomic alterations and their clinical impacts in a large pan-cancer cohort from the American Association for Cancer Research Genomics, Evidence, Neoplasia, Information, Exchange database. METHODS FOXA1 alterations were characterized across more than 87 000 samples from more than 30 cancer types for primary and metastatic tumors alongside patient characteristics and clinical outcomes. FOXA1 alterations were queried in the Memorial Sloan Kettering - Metastatic Events and Tropisms (MSK-MET) cohort (a GENIE subset), allowing definition of hazard ratios (HRs) and survival estimates based on Cox proportional hazard models. RESULTS FOXA1 was altered in 1869 (2.1%) samples, with distinct patterns across different cancers: prostate cancer enriched with indel-inframe alterations, breast cancer with missense mutations, and lung cancers with copy number amplifications. Of 74 715 samples with FOXA1 copy number profiles, amplification was detected in 834 (1.1%). Amplification was most common in non-small cell lung cancer (NSCLC; 3% in primary; 6% in metastatic) and small cell lung cancer (4.1% primary; 3.5% metastatic), followed by breast cancer (2% primary; 1.6% metastatic) and prostate cancer (2.2% primary; 1.6% metastatic). Copy number amplifications were associated with decreased overall survival in NSCLC (HR = 1.45, 95% confidence interval [CI] = 1.06 to 1.99; P = .02), breast cancer (HR = 3.04, 95% CI = 1.89 to 4.89; P = 4e-6), and prostate cancer (HR = 1.94, 95% CI = 1.03 to 3.68; P = .04). Amplifications were associated with widespread metastases in NSCLC, breast cancer, and prostate cancer. CONCLUSIONS FOXA1 demonstrates distinct alteration profiles across cancer sites. Our findings suggest an association between FOXA1 amplification and enhanced metastatic potential and decreased survival, highlighting prognostic and therapeutic potential in breast cancer, prostate cancer, and NSCLC.
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Affiliation(s)
- Alexander G Goglia
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mohammed Alshalalfa
- Department of Radiation Oncology, University of Miami Miller School of Medicine/Sylvester Comprehensive Cancer Center, Miami, FL, USA
| | - Anwar Khan
- The Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Danielle R Isakov
- Human Oncology and Pathogenesis Program, Department of Neuro-Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Helen Y Hougen
- Department of Urology, University of Iowa, Iowa City, IA, USA
| | - Nishwant Swami
- Division of Internal Medicine, University of Pennsylvania Health System, Pennsylvania, PA, USA
| | - Jasmine Kannikal
- The Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Sean M Mcbride
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Daniel R Gomez
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sanoj Punnen
- Desai and Sethi Institute of Urology, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Paul L Nguyen
- Department of Radiation Oncology, Dana-Farber Brigham Cancer Center, Boston, MA, USA
| | - Puneeth Iyengar
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Brandon A Mahal
- Department of Radiation Oncology, University of Miami Miller School of Medicine/Sylvester Comprehensive Cancer Center, Miami, FL, USA
| | - Edward Christopher Dee
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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4
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Baro M, Lee H, Kelley V, Lou R, Phoomak C, Politi K, Zeiss CJ, Van Zandt M, Contessa JN. OST Catalytic Subunit Redundancy Enables Therapeutic Targeting of N-Glycosylation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.03.626593. [PMID: 39677793 PMCID: PMC11643024 DOI: 10.1101/2024.12.03.626593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
Protein asparagine (N)-glycosylation, which promotes folding and trafficking of cell surface receptors such as the EGFR, has not been considered a viable target in oncology due to the essential and non-redundant enzymatic activities required for glycan synthesis and transfer. In mammals an exception to this rule is the presence of the oligosaccharyltransferase (OST) catalytic subunit paralogs, STT3A and STT3B. Here we delineate the chemical biology of OST inhibitors and develop an approach for limited inhibition of N-glycosylation optimized for downstream effects on EGFR. Small molecules with enhanced pharmacokinetic properties and preferences for STT3A or STT3B were synthesized, characterized in vitro, and advanced to in vivo testing. The lead from this series, NGI-189, causes tumor regression or growth delay of patient derived and TKI resistant EGFR-mutant lung cancer xenografts without toxicity. Together these results suggest that bioavailable OST inhibitors can be developed as therapeutic agents for oncology.
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Affiliation(s)
- Marta Baro
- Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, CT, 06510 USA
| | - Hojin Lee
- Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, CT, 06510 USA
| | - Vanessa Kelley
- Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, CT, 06510 USA
- Department of Pharmacology, Yale University School of Medicine, New Haven, CT, 06510 USA
| | - Rongliang Lou
- New England Discovery Partners, Branford, CT, 06405 USA
| | - Chatchai Phoomak
- Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, CT, 06510 USA
- Department of Biology, Faculty of Science, Chulalongkorn University, Bangkok 10330 Thailand
| | - Katerina Politi
- Department of Internal Medicine (Section of Medical Oncology), Yale University School of Medicine, New Haven, CT, 06510 USA
| | - Caroline J. Zeiss
- Department of Comparative Medicine, Yale School of Medicine, New Haven, CT 06510, USA
| | | | - Joseph N. Contessa
- Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, CT, 06510 USA
- Department of Pharmacology, Yale University School of Medicine, New Haven, CT, 06510 USA
- Lead contact
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5
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Jiang Z, Gu Z, Yu X, Cheng T, Liu B. Research progress on the role of bypass activation mechanisms in resistance to tyrosine kinase inhibitors in non-small cell lung cancer. Front Oncol 2024; 14:1447678. [PMID: 39582541 PMCID: PMC11581962 DOI: 10.3389/fonc.2024.1447678] [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: 06/12/2024] [Accepted: 09/25/2024] [Indexed: 11/26/2024] Open
Abstract
The clinical application of small molecule tyrosine kinase inhibitors (TKIs) has significantly improved the quality of life and prognosis of patients with non-small cell lung cancer (NSCLC) carrying driver genes. However, resistance to TKI treatment is inevitable. Bypass signal activation is one of the important reasons for TKI resistance. Although TKI drugs inhibit downstream signaling pathways of driver genes, key signaling pathways within tumor cells can still be persistently activated through bypass routes such as MET gene amplification, EGFR gene amplification, and AXL activation. This continuous activation maintains tumor cell growth and proliferation, leading to TKI resistance. The fundamental strategy to treat TKI resistance mediated by bypass activation involves simultaneously inhibiting the activated bypass signals and the original driver gene signaling pathways. Some clinical trials based on this combined treatment approach have yielded promising preliminary results, offering more treatment options for NSCLC patients with TKI resistance. Additionally, early identification of resistance mechanisms through liquid biopsy, personalized targeted therapy against these mechanisms, and preemptive targeting of drug-tolerant persistent cells may provide NSCLC patients with more sustained and effective treatment.
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Affiliation(s)
- Ziyang Jiang
- Department of Emergency Medicine and Laboratory of Emergency Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Zhihan Gu
- Department of Emergency Medicine and Laboratory of Emergency Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Xiaomin Yu
- Department of Emergency Medicine, West China Hospital, Sichuan University, West China School of Nursing, Sichuan University, Chengdu, China
- Institute of Disaster Medicine, Sichuan University, Chengdu, China
- Nursing Key Laboratory of Sichuan Province, West China Hospital, Chengdu, China
| | - Tao Cheng
- Department of Emergency Medicine and Laboratory of Emergency Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Bofu Liu
- Department of Emergency Medicine and Laboratory of Emergency Medicine, West China Hospital, Sichuan University, Chengdu, China
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6
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CHEN X, CHEN P. [Progress in the Study of Mechanisms Clinically Relevant to Insulin Resistance
and Lung Cancer]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2024; 27:755-762. [PMID: 39631832 PMCID: PMC11629090 DOI: 10.3779/j.issn.1009-3419.2024.106.27] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Indexed: 12/07/2024]
Abstract
At present, the incidence and mortality rates of lung cancer rank top among malignant tumors. The early diagnosis, treatment and drug resistance of lung cancer still remain as problems in the management of lung cancer. Researchers are dedicated to identifying reliable biomarkers as predictive indicators or effective therapeutic targets for lung cancer. Insulin resistance (IR), a disorder characterized by reduced biological activity of insulin, leads to increased insulin secretion. In recent years, more and more studies have revealed the association between IR and the occurrence and development of cancer, with the insulin/insulin-like growth factor signaling pathway possibly playing a crucial role. In this article, we will focus on the relationship between IR and lung cancer, explore the impact and mechanism of IR on the development, progression and drug resistance of lung cancer. It may guide the development of new predictive tools and therapeutic strategies, and provide new ideas for research dedicated to reducing the incidence and mortality of lung cancer.
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7
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Russo M, Chen M, Mariella E, Peng H, Rehman SK, Sancho E, Sogari A, Toh TS, Balaban NQ, Batlle E, Bernards R, Garnett MJ, Hangauer M, Leucci E, Marine JC, O'Brien CA, Oren Y, Patton EE, Robert C, Rosenberg SM, Shen S, Bardelli A. Cancer drug-tolerant persister cells: from biological questions to clinical opportunities. Nat Rev Cancer 2024; 24:694-717. [PMID: 39223250 DOI: 10.1038/s41568-024-00737-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/29/2024] [Indexed: 09/04/2024]
Abstract
The emergence of drug resistance is the most substantial challenge to the effectiveness of anticancer therapies. Orthogonal approaches have revealed that a subset of cells, known as drug-tolerant 'persister' (DTP) cells, have a prominent role in drug resistance. Although long recognized in bacterial populations which have acquired resistance to antibiotics, the presence of DTPs in various cancer types has come to light only in the past two decades, yet several aspects of their biology remain enigmatic. Here, we delve into the biological characteristics of DTPs and explore potential strategies for tracking and targeting them. Recent findings suggest that DTPs exhibit remarkable plasticity, being capable of transitioning between different cellular states, resulting in distinct DTP phenotypes within a single tumour. However, defining the biological features of DTPs has been challenging, partly due to the complex interplay between clonal dynamics and tissue-specific factors influencing their phenotype. Moreover, the interactions between DTPs and the tumour microenvironment, including their potential to evade immune surveillance, remain to be discovered. Finally, the mechanisms underlying DTP-derived drug resistance and their correlation with clinical outcomes remain poorly understood. This Roadmap aims to provide a comprehensive overview of the field of DTPs, encompassing past achievements and current endeavours in elucidating their biology. We also discuss the prospect of future advancements in technologies in helping to unveil the features of DTPs and propose novel therapeutic strategies that could lead to their eradication.
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Affiliation(s)
- Mariangela Russo
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy.
- IFOM ETS, The AIRC Institute of Molecular Oncology, Milano, Italy.
| | - Mengnuo Chen
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Elisa Mariella
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy
- IFOM ETS, The AIRC Institute of Molecular Oncology, Milano, Italy
| | - Haoning Peng
- Institute of Thoracic Oncology and National Clinical Research Center for Geriatrics, West China Hospital of Sichuan University, Chengdu, China
| | - Sumaiyah K Rehman
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Elena Sancho
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain
| | - Alberto Sogari
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy
- IFOM ETS, The AIRC Institute of Molecular Oncology, Milano, Italy
| | - Tzen S Toh
- Wellcome Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Nathalie Q Balaban
- Racah Institute of Physics, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Eduard Batlle
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Rene Bernards
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | - Matthew Hangauer
- Department of Dermatology, University of California San Diego, San Diego, CA, USA
| | | | - Jean-Christophe Marine
- Department of Oncology, KU Leuven, Leuven, Belgium
- Center for Cancer Biology, VIB, Leuven, Belgium
| | - Catherine A O'Brien
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Surgery, University Health Network, Toronto, Ontario, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Yaara Oren
- Department of Human Molecular Genetics and Biochemistry, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - E Elizabeth Patton
- MRC Human Genetics Unit, and CRUK Scotland Centre and Edinburgh Cancer Research, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Caroline Robert
- Oncology Department, Dermatology Unit, Villejuif, France
- Oncology Department and INSERM U981, Villejuif, France
- Paris Saclay University, Villejuif, France
| | - Susan M Rosenberg
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Shensi Shen
- Institute of Thoracic Oncology and National Clinical Research Center for Geriatrics, West China Hospital of Sichuan University, Chengdu, China
| | - Alberto Bardelli
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy.
- IFOM ETS, The AIRC Institute of Molecular Oncology, Milano, Italy.
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8
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Nakamura R, Yamada T, Tokuda S, Morimoto K, Katayama Y, Matsui Y, Hirai S, Ishida M, Kawachi H, Sawada R, Tachibana Y, Osoegawa A, Horinaka M, Sakai T, Yasuhiro T, Kozaki R, Yano S, Takayama K. Triple combination therapy comprising osimertinib, an AXL inhibitor, and an FGFR inhibitor improves the efficacy of EGFR-mutated non-small cell lung cancer. Cancer Lett 2024; 598:217124. [PMID: 39059573 DOI: 10.1016/j.canlet.2024.217124] [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: 05/04/2024] [Revised: 07/11/2024] [Accepted: 07/17/2024] [Indexed: 07/28/2024]
Abstract
We previously reported that combined therapy with epidermal growth factor receptor tyrosine kinase inhibitor (EGFR-TKI) osimertinib and AXL inhibitor ONO-7475 is effective in preventing the survival of drug-tolerant cells in high-AXL-expressing EGFR-mutated non-small cell lung cancer (NSCLC) cells. Nevertheless, certain residual cells are anticipated to eventually develop acquired resistance to this combination therapy. In this study, we attempted to establish a multidrug combination therapy from the first-line setting to overcome resistance to this combination therapy in high-AXL-expressing EGFR-mutated NSCLC. siRNA screening assay showed that fibroblast growth factor receptor 1 (FGFR1) knockdown induced pronounced inhibition of cell viability in the presence of the osimertinib-ONO-7475 combination, which activates FGFR1 by upregulating FGF2 via the c-Myc pathway. Cell-based assays showed that triple therapy with osimertinib, ONO-7475, and the FGFR inhibitor BGJ398 significantly increased apoptosis by increasing expression of proapoptotic factor Bim and reduced cell viability compared with that observed for the osimertinib-ONO-7475 therapy. Xenograft models showed that triple therapy considerably suppressed tumor regrowth. A novel therapeutic strategy of additional initial FGFR1 inhibition may be highly effective in suppressing the emergence of osimertinib- and ONO-7475-resistant cells.
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MESH Headings
- Animals
- Female
- Humans
- Mice
- Acrylamides/pharmacology
- Aniline Compounds/pharmacology
- Antineoplastic Combined Chemotherapy Protocols/pharmacology
- Antineoplastic Combined Chemotherapy Protocols/therapeutic use
- Apoptosis/drug effects
- Axl Receptor Tyrosine Kinase
- Benzocycloheptenes
- Carcinoma, Non-Small-Cell Lung/drug therapy
- Carcinoma, Non-Small-Cell Lung/genetics
- Carcinoma, Non-Small-Cell Lung/pathology
- Cell Line, Tumor
- Cell Survival/drug effects
- Drug Resistance, Neoplasm/drug effects
- ErbB Receptors/antagonists & inhibitors
- ErbB Receptors/genetics
- Indoles
- Lung Neoplasms/drug therapy
- Lung Neoplasms/genetics
- Lung Neoplasms/pathology
- Mice, Inbred BALB C
- Mice, Nude
- Mutation
- Phenylurea Compounds/pharmacology
- Phenylurea Compounds/administration & dosage
- Piperazines/pharmacology
- Protein Kinase Inhibitors/pharmacology
- Proto-Oncogene Proteins/genetics
- Proto-Oncogene Proteins/antagonists & inhibitors
- Proto-Oncogene Proteins/metabolism
- Pyrimidines/pharmacology
- Receptor Protein-Tyrosine Kinases/antagonists & inhibitors
- Receptor Protein-Tyrosine Kinases/genetics
- Receptor, Fibroblast Growth Factor, Type 1/antagonists & inhibitors
- Receptor, Fibroblast Growth Factor, Type 1/genetics
- Receptor, Fibroblast Growth Factor, Type 1/metabolism
- Triazoles
- Xenograft Model Antitumor Assays
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Affiliation(s)
- Ryota Nakamura
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Tadaaki Yamada
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan.
| | - Shinsaku Tokuda
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Kenji Morimoto
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Yuki Katayama
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Yohei Matsui
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Soichi Hirai
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Masaki Ishida
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Hayato Kawachi
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Ryo Sawada
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Yusuke Tachibana
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Atsushi Osoegawa
- Department of Thoracic and Breast Surgery, Oita University Faculty of Medicine, Oita, Japan
| | - Mano Horinaka
- Department of Drug Discovery Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Toshiyuki Sakai
- Department of Drug Discovery Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Tomoko Yasuhiro
- Research Center of Oncology, Discovery and Research, Ono Pharmaceutical Co., Ltd., Osaka, Japan
| | - Ryohei Kozaki
- Research Center of Oncology, Discovery and Research, Ono Pharmaceutical Co., Ltd., Osaka, Japan
| | - Seiji Yano
- Department of Respiratory Medicine, Kanazawa University Graduate School of Medical Sciences, Kanazawa, Japan; Division of Medical Oncology, Cancer Research Institute, Kanazawa University, Kanazawa, Japan; WPI-Nano Life Science Institute (WPI-Nano LSI), Kanazawa University, Kanazawa, Japan
| | - Koichi Takayama
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
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9
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He J, Qiu Z, Fan J, Xie X, Sheng Q, Sui X. Drug tolerant persister cell plasticity in cancer: A revolutionary strategy for more effective anticancer therapies. Signal Transduct Target Ther 2024; 9:209. [PMID: 39138145 PMCID: PMC11322379 DOI: 10.1038/s41392-024-01891-4] [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: 03/02/2024] [Revised: 05/21/2024] [Accepted: 06/03/2024] [Indexed: 08/15/2024] Open
Abstract
Non-genetic mechanisms have recently emerged as important drivers of anticancer drug resistance. Among these, the drug tolerant persister (DTP) cell phenotype is attracting more and more attention and giving a predominant non-genetic role in cancer therapy resistance. The DTP phenotype is characterized by a quiescent or slow-cell-cycle reversible state of the cancer cell subpopulation and inert specialization to stimuli, which tolerates anticancer drug exposure to some extent through the interaction of multiple underlying mechanisms and recovering growth and proliferation after drug withdrawal, ultimately leading to treatment resistance and cancer recurrence. Therefore, targeting DTP cells is anticipated to provide new treatment opportunities for cancer patients, although our current knowledge of these DTP cells in treatment resistance remains limited. In this review, we provide a comprehensive overview of the formation characteristics and underlying drug tolerant mechanisms of DTP cells, investigate the potential drugs for DTP (including preclinical drugs, novel use for old drugs, and natural products) based on different medicine models, and discuss the necessity and feasibility of anti-DTP therapy, related application forms, and future issues that will need to be addressed to advance this emerging field towards clinical applications. Nonetheless, understanding the novel functions of DTP cells may enable us to develop new more effective anticancer therapy and improve clinical outcomes for cancer patients.
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Affiliation(s)
- Jun He
- Department of Medical Oncology, the Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
- Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
| | - Zejing Qiu
- Department of Medical Oncology, the Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
- Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
| | - Jingjing Fan
- Department of Medical Oncology, the Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
- Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China
| | - Xiaohong Xie
- Department of Breast Surgery, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.
| | - Qinsong Sheng
- Department of Colorectal Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.
| | - Xinbing Sui
- Department of Medical Oncology, the Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China.
- Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China.
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10
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Izumi M, Costa DB, Kobayashi SS. Targeting of drug-tolerant persister cells as an approach to counter drug resistance in non-small cell lung cancer. Lung Cancer 2024; 194:107885. [PMID: 39002493 PMCID: PMC11305904 DOI: 10.1016/j.lungcan.2024.107885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 07/02/2024] [Accepted: 07/05/2024] [Indexed: 07/15/2024]
Abstract
The advent of targeted therapies revolutionized treatments of advanced oncogene-driven non-small cell lung cancer (NSCLC). Nonetheless, despite initial dramatic responses, development of drug resistance is inevitable. Although mechanisms underlying acquired resistance, such as on-target mutations, bypass pathways, or lineage transformation, have been described, overcoming drug resistance remains challenging. Recent evidence suggests that drug-tolerant persister (DTP) cells, which are tumor cells tolerant to initial drug exposure, give rise to cells that acquire drug resistance. Thus, the possibility of eradicating cancer by targeting DTP cells is under investigation, and various strategies are proposed. Here, we review overall features of DTP cells, current efforts to define DTP markers, and potential therapeutic strategies to target and eradicate DTP cells in oncogene-driven NSCLC. We also discuss future challenges in the field.
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Affiliation(s)
- Motohiro Izumi
- Department of Medicine, Division of Medical Oncology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Daniel B Costa
- Department of Medicine, Division of Medical Oncology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Susumu S Kobayashi
- Department of Medicine, Division of Medical Oncology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA.
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11
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Shiba-Ishii A, Isagawa T, Shiozawa T, Mato N, Nakagawa T, Takada Y, Hirai K, Hong J, Saitoh A, Takeda N, Niki T, Murakami Y, Matsubara D. Novel therapeutic strategies targeting bypass pathways and mitochondrial dysfunction to combat resistance to RET inhibitors in NSCLC. Biochim Biophys Acta Mol Basis Dis 2024; 1870:167249. [PMID: 38768929 DOI: 10.1016/j.bbadis.2024.167249] [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: 02/19/2024] [Revised: 05/11/2024] [Accepted: 05/15/2024] [Indexed: 05/22/2024]
Abstract
RET fusion is an oncogenic driver in 1-2 % of patients with non-small cell lung cancer (NSCLC). Although RET-positive tumors have been treated with multikinase inhibitors such as vandetanib or RET-selective inhibitors, ultimately resistance to them develops. Here we established vandetanib resistance (VR) clones from LC-2/ad cells harboring CCDC6-RET fusion and explored the molecular mechanism of the resistance. Each VR clone had a distinct phenotype, implying they had acquired resistance via different mechanisms. Consistently, whole exome-seq and RNA-seq revealed that the VR clones had unique mutational signatures and expression profiles, and shared only a few common remarkable events. AXL and IGF-1R were activated as bypass pathway in different VR clones, and sensitive to a combination of RET and AXL inhibitors or IGF-1R inhibitors, respectively. SMARCA4 loss was also found in a particular VR clone and 55 % of post-TKI lung tumor tissues, being correlated with higher sensitivity to SMARCA4/SMARCA2 dual inhibition and shorter PFS after subsequent treatments. Finally, we detected an increased number of damaged mitochondria in one VR clone, which conferred sensitivity to mitochondrial electron transfer chain inhibitors. Increased mitochondria were also observed in post-TKI biopsy specimens in 13/20 cases of NSCLC, suggesting a potential strategy targeting mitochondria to treat resistant tumors. Our data propose new promising therapeutic options to combat resistance to RET inhibitors in NSCLC.
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MESH Headings
- Humans
- Carcinoma, Non-Small-Cell Lung/drug therapy
- Carcinoma, Non-Small-Cell Lung/pathology
- Carcinoma, Non-Small-Cell Lung/genetics
- Carcinoma, Non-Small-Cell Lung/metabolism
- Proto-Oncogene Proteins c-ret/antagonists & inhibitors
- Proto-Oncogene Proteins c-ret/genetics
- Proto-Oncogene Proteins c-ret/metabolism
- Drug Resistance, Neoplasm/drug effects
- Drug Resistance, Neoplasm/genetics
- Lung Neoplasms/drug therapy
- Lung Neoplasms/pathology
- Lung Neoplasms/genetics
- Lung Neoplasms/metabolism
- Mitochondria/metabolism
- Mitochondria/drug effects
- Piperidines/pharmacology
- Piperidines/therapeutic use
- Protein Kinase Inhibitors/therapeutic use
- Protein Kinase Inhibitors/pharmacology
- Cell Line, Tumor
- Quinazolines/pharmacology
- Quinazolines/therapeutic use
- Transcription Factors/genetics
- Transcription Factors/metabolism
- Transcription Factors/antagonists & inhibitors
- Signal Transduction/drug effects
- Oncogene Proteins, Fusion/genetics
- Oncogene Proteins, Fusion/metabolism
- Oncogene Proteins, Fusion/antagonists & inhibitors
- DNA Helicases/genetics
- DNA Helicases/metabolism
- DNA Helicases/antagonists & inhibitors
- Cytoskeletal Proteins
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Affiliation(s)
- Aya Shiba-Ishii
- Department of Diagnostic Pathology, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Takayuki Isagawa
- Center for Data Science, Jichi Medical University, Tochigi, Japan
| | - Toshihiro Shiozawa
- Department of Respiratory Medicine, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Naoko Mato
- Division of Pulmonary Medicine, Department of Medicine, Jichi Medical University, Ibaraki, Japan
| | - Tomoki Nakagawa
- Department of Pathology, University of Tsukuba Hospital, Ibaraki, Japan
| | - Yurika Takada
- Department of Diagnostic Pathology, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Kanon Hirai
- Department of Diagnostic Pathology, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Jeongmin Hong
- Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Anri Saitoh
- Division of Molecular Pathology, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Norihiko Takeda
- Division of Cardiology and Metabolism, Center for Molecular Medicine, Jichi Medical University, Tochigi, Japan
| | - Toshiro Niki
- Department of Pathology, Jichi Medical University, Tochigi, Japan
| | - Yoshinori Murakami
- Division of Molecular Pathology, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Daisuke Matsubara
- Department of Diagnostic Pathology, Institute of Medicine, University of Tsukuba, Ibaraki, Japan.
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12
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Liu Z, Yang L, Wu W, Chen Z, Xie Z, Shi D, Cai N, Zhuo S. Prognosis and therapeutic significance of IGF-1R-related signaling pathway gene signature in glioma. Front Cell Dev Biol 2024; 12:1375030. [PMID: 38665430 PMCID: PMC11043541 DOI: 10.3389/fcell.2024.1375030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 03/28/2024] [Indexed: 04/28/2024] Open
Abstract
Background Glioma is the most common cancer of the central nervous system with poor therapeutic response and clinical prognosis. Insulin-like growth factor 1 receptor (IGF-1R) signaling is implicated in tumor development and progression and induces apoptosis of cancer cells following functional inhibition. However, the relationship between the IGF-1R-related signaling pathway genes and glioma prognosis or immunotherapy/chemotherapy is poorly understood. Methods LASSO-Cox regression was employed to develop a 16-gene risk signature in the TCGA-GBMLGG cohort, and all patients with glioma were divided into low-risk and high-risk subgroups. The relationships between the risk signature and the tumor immune microenvironment (TIME), immunotherapy response, and chemotherapy response were then analyzed. Immunohistochemistry was used to evaluate the HSP90B1 level in clinical glioma tissue. Results The gene risk signature yielded superior predictive efficacy in prognosis (5-year area under the curve: 0.875) and can therefore serve as an independent prognostic indicator in patients with glioma. The high-risk subgroup exhibited abundant immune infltration and elevated immune checkpoint gene expression within the TIME. Subsequent analysis revealed that patients in the high-risk subgroup benefited more from chemotherapy. Immunohistochemical analysis confirmed that HSP90B1 was overexpressed in glioma, with significantly higher levels observed in glioblastoma than in astrocytoma or oligodendrocytoma. Conclusion The newly identified 16-gene risk signature demonstrates a robust predictive capacity for glioma prognosis and plays a pivotal role in the TIME, thereby offering valuable insights for the exploration of novel biomarkers and targeted therapeutics.
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Affiliation(s)
- Zhen Liu
- Department of Neurosurgery, Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Liangwang Yang
- Department of Neurosurgery, First Affiliated Hospital of Hainan Medical University, Haikou, Hainan, China
| | - Wenqi Wu
- Department of Neurology, Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Zejun Chen
- Department of Neurosurgery, Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Zhengxing Xie
- Department of Neurosurgery, Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Daoming Shi
- Department of General Surgery, Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Ning Cai
- Department of Neurosurgery, Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Shenghua Zhuo
- Department of Neurosurgery, First Affiliated Hospital of Hainan Medical University, Haikou, Hainan, China
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13
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Morimoto K, Yamada T, Hirai S, Katayama Y, Fukui S, Sawada R, Tachibana Y, Matsui Y, Nakamura R, Ishida M, Kawachi H, Kunimasa K, Sasaki T, Nishida M, Furuya N, Watanabe S, Shiotsu S, Nishioka N, Horinaka M, Sakai T, Uehara H, Yano S, Son BK, Tokuda S, Takayama K. AXL signal mediates adaptive resistance to KRAS G12C inhibitors in KRAS G12C-mutant tumor cells. Cancer Lett 2024; 587:216692. [PMID: 38342232 DOI: 10.1016/j.canlet.2024.216692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 01/18/2024] [Accepted: 01/26/2024] [Indexed: 02/13/2024]
Abstract
Recently, novel Kirsten rat sarcoma viral oncogene homolog (KRAS) inhibitors have been clinically developed to treat KRAS G12C-mutated non-small cell lung cancer (NSCLC) patients. However, achieving complete tumor remission is challenging. Therefore, the optimal combined therapeutic intervention with KRAS G12C inhibitors has a potentially crucial role in the clinical outcomes of patients. We investigated the underlying molecular mechanisms of adaptive resistance to KRAS G12C inhibitors in KRAS G12C-mutated NSCLC cells to devise a strategy preventing drug-tolerant cell emergence. We demonstrate that AXL signaling led to the adaptive resistance to KRAS G12C inhibitors in KRAS G12C-mutated NSCLC, activation of which is induced by GAS6 production via YAP. AXL inhibition reduced the viability of AXL-overexpressing KRAS G12C-mutated lung cancer cells by enhancing KRAS G12C inhibition-induced apoptosis. In xenograft models of AXL-overexpressing KRAS G12C-mutated lung cancer treated with KRAS G12C inhibitors, initial combination therapy with AXL inhibitor markedly delayed tumor regrowth compared with KRAS G12C inhibitor alone or with the combination after acquired resistance to KRAS G12C inhibitor. These results indicated pivotal roles for the YAP-GAS6-AXL axis and its inhibition in the intrinsic resistance to KRAS G12C inhibitor.
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Affiliation(s)
- Kenji Morimoto
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Tadaaki Yamada
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan.
| | - Soichi Hirai
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Yuki Katayama
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Sarina Fukui
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Ryo Sawada
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Yusuke Tachibana
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Yohei Matsui
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Ryota Nakamura
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Masaki Ishida
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Hayato Kawachi
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Kei Kunimasa
- Department of Thoracic Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Takaaki Sasaki
- First Department of Internal Medicine, Asahikawa Medical University Hospital, Hokkaido, Japan
| | - Makoto Nishida
- Division of Respiratory Medicine, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan
| | - Naoki Furuya
- Division of Respiratory Medicine, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan
| | - Satoshi Watanabe
- Department of Respiratory Medicine and Infectious Diseases, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Shinsuke Shiotsu
- Department of Respiratory Medicine, Japanese Red Cross Kyoto Daiichi Hospital, Kyoto, Japan
| | - Naoya Nishioka
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan; Department of Respiratory Medicine, Fukuchiyama City Hospital, Kyoto, Japan
| | - Mano Horinaka
- Department of Drug Discovery Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Toshiyuki Sakai
- Department of Drug Discovery Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Hisanori Uehara
- Division of Pathology, Tokushima University Hospital, Tokushima, Japan
| | - Seiji Yano
- Department of Respiratory Medicine, Kanazawa University Graduate School of Medical Sciences, Kanazawa, Japan; Division of Medical Oncology, Cancer Research Institute, Kanazawa University, Kanazawa, Japan; WPI-Nano Life Science Institute (WPI-Nano LSI), Kanazawa University, Kanazawa, Japan
| | - Bo-Kyung Son
- Institute for Future Initiatives, The University of Tokyo, Tokyo, Japan; Institute of Gerontology, The University of Tokyo, Tokyo, Japan; Department of Geriatric Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Shinsaku Tokuda
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Koichi Takayama
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
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14
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Wang G, Jin Y, Xiong K, Jin X, Wang L, Li C. Utility of auto fluorescence-guided biopsy in suspected lung cancer patients with bronchial mucosal lesions. Photodiagnosis Photodyn Ther 2024; 46:104057. [PMID: 38508439 DOI: 10.1016/j.pdpdt.2024.104057] [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: 12/22/2023] [Revised: 03/15/2024] [Accepted: 03/18/2024] [Indexed: 03/22/2024]
Abstract
BACKGROUND Bronchoscopy is currently the most common technique for lung cancer diagnosis. Patients suspected of malignancy often undergo bronchoscopic examination, and biopsy is routinely used in patients with visible bronchial lesions. However, it is difficult to differentially diagnose lung cancer in patients with bronchial mucosal lesions. Thus, this study was conducted to investigate the utility of fluorescence-guided biopsy in suspected lung cancer patients with bronchial mucosal lesions. METHODS We conducted a retrospective study in a single screening center to assess the sensitivity and specificity of fluorescence-guided biopsy compared with white light bronchoscopy (WLB) in patients with bronchial mucosal lesions. RESULTS A total of 301 patients with bronchial mucosal lesions were enrolled in this study. The sensitivity for patients with fluorescence-guided biopsy was 60.3 % (95 % confidence interval [CI]: 53.1 %-67.1 %), which was higher than that of patients with WLB alone (45.2 %, 95 % CI: 38.2-52.4 %) (P = 0.0026). Additionally, compared with the WLB group, the fluorescence -guided biopsy group was found to have a significantly higher specificity (100 %, 95 % CI: 95.5-100 % versus 69.6 %, 95 % CI: 59.6-78.1 %), positive predictive value (100 %, 95 % CI: 96.1-100 % versus 74.3 %, 95 % CI: 65.5-81.7 %) and negative predictive value (56.3 %, 95 % CI: 48.8-63.6 % versus 39.4 %, 95 % CI: 32.3-47.0 %). CONCLUSION Fluorescence-guided biopsy can serve as an important adjunct to WLB for the differential diagnosis of lung cancer in patients with bronchial mucosal lesions.
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Affiliation(s)
- Gaozhe Wang
- Department of Respiratory and Critical Care Medicine, Key Laboratory of Respiratory Disease of Ningbo, The First Affiliated Hospital of Ningbo University, Ningbo, China; School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - Yan Jin
- Department of Respiratory and Critical Care Medicine, Key Laboratory of Respiratory Disease of Ningbo, The First Affiliated Hospital of Ningbo University, Ningbo, China
| | - Kunlong Xiong
- Department of Respiratory and Critical Care Medicine, Key Laboratory of Respiratory Disease of Ningbo, The First Affiliated Hospital of Ningbo University, Ningbo, China
| | - Xiaoyan Jin
- Department of Respiratory and Critical Care Medicine, Key Laboratory of Respiratory Disease of Ningbo, The First Affiliated Hospital of Ningbo University, Ningbo, China
| | - Linfeng Wang
- Department of Respiratory and Critical Care Medicine, Key Laboratory of Respiratory Disease of Ningbo, The First Affiliated Hospital of Ningbo University, Ningbo, China.
| | - Chenwei Li
- Department of Cerebral Surgery, The First Affiliated Hospital of Ningbo University, Ningbo, China.
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15
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Koba H, Yoneda T, Morita H, Kimura H, Murase Y, Terada N, Tambo Y, Horie M, Kasahara K, Matsumoto I, Yano S. Genomic evolutional analysis of surgical resected specimen to assess osimertinib as a first-line therapy in two patients with lung cancer harboring EGFR mutation: Case series. Thorac Cancer 2024; 15:661-666. [PMID: 38323355 DOI: 10.1111/1759-7714.15241] [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: 12/12/2023] [Accepted: 01/20/2024] [Indexed: 02/08/2024] Open
Abstract
Epidermal growth factor receptor (EGFR) tyrosine kinase inhibitor (TKI) is crucial for patients with lung cancer harboring EGFR mutations. However, almost all patients experience disease progression, regardless of their response to the targeted therapy, necessitating the development of additional treatment options. Two patients with lung cancer harboring EGFR-L858R mutations in exon 21 were treated by surgical resection during successful osimertinib treatment. Because the pathological diagnosis was suspected to be pleural metastasis, osimertinib treatment was continued until disease progression. We analyzed the evolution of genomic alterations and the levels of AXL using tumor specimens obtained by repeated biopsies during the course of treatment: initial diagnosis, operation, and disease progression. Genetic alterations detected at the three time points were dramatically changed and showed reductions in numbers, while EGFR-L858R mutations were detected in all samples tested in both patients. Immunohistochemical expression of AXL remained positive from the beginning of analysis to disease progression. Clonal evolution under oncogenesis is related to gradual accumulation of genomic alterations during tumor growth. However, our case series revealed that volume reduction procedures may cause this phenomenon. Therefore, identification of intrinsic drug-resistant cells in tumors may be as important as detection of acquired genetic alterations.
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Affiliation(s)
- Hayato Koba
- Department of Respiratory Medicine, Kanazawa University Hospital, Kanazawa, Japan
| | - Taro Yoneda
- Respiratory Medicine, Komatsu Municipal Hospital, Komatsu, Japan
| | - Hiroko Morita
- Respiratory and Allergic Medicine, Morita Hospital, Komatsu, Japan
| | - Hideharu Kimura
- Department of Respiratory Medicine, Kanazawa University Hospital, Kanazawa, Japan
| | - Yuya Murase
- Department of Respiratory Medicine, Kanazawa University Hospital, Kanazawa, Japan
| | - Nanao Terada
- Department of Respiratory Medicine, Kanazawa University Hospital, Kanazawa, Japan
| | - Yuichi Tambo
- Department of Respiratory Medicine, Kanazawa University Hospital, Kanazawa, Japan
| | - Masafumi Horie
- Department of Molecular and Cellular Pathology, Graduate school of Medical Sciences, Kanazawa University, Kanazawa, Japan
| | - Kazuo Kasahara
- Department of Pulmonary Medicine and Oncology, Graduate School of Medicine, Nippon Medical School, Tokyo, Japan
| | - Isao Matsumoto
- Department of Thoracic Surgery, Kanazawa University, Kanazawa, Japan
| | - Seiji Yano
- Department of Respiratory Medicine, Kanazawa University Hospital, Kanazawa, Japan
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16
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Ghosh A, Maske P, Patel V, Dubey J, Aniket K, Srivastava R. Theranostic applications of peptide-based nanoformulations for growth factor defective cancers. Int J Biol Macromol 2024; 260:129151. [PMID: 38181914 DOI: 10.1016/j.ijbiomac.2023.129151] [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: 07/01/2023] [Revised: 12/24/2023] [Accepted: 12/28/2023] [Indexed: 01/07/2024]
Abstract
Growth factors play a pivotal role in orchestrating cellular growth and division by binding to specific cell surface receptors. Dysregulation of growth factor production or activity can contribute to the uncontrolled cell proliferation observed in cancer. Peptide-based nanoformulations (PNFs) have emerged as promising therapeutic strategies for growth factor-deficient cancers. PNFs offer multifaceted capabilities including targeted delivery, imaging modalities, combination therapies, resistance modulation, and personalized medicine approaches. Nevertheless, several challenges remain, including limited specificity, stability, pharmacokinetics, tissue penetration, toxicity, and immunogenicity. To address these challenges and optimize PNFs for clinical translation, in-depth investigations are warranted. Future research should focus on elucidating the intricate interplay between peptides and nanoparticles, developing robust spectroscopic and computational methodologies, and establishing a comprehensive understanding of the structure-activity relationship governing peptide-nanoparticle interactions. Bridging these knowledge gaps will propel the translation of peptide-nanoparticle therapies from bench to bedside. While a few peptide-nanoparticle drugs have obtained FDA approval for cancer treatment, the integration of nanostructured platforms with peptide-based medications holds tremendous potential to expedite the implementation of innovative anticancer interventions. Therefore, growth factor-deficient cancers present both challenges and opportunities for targeted therapeutic interventions, with peptide-based nanoformulations positioned as a promising avenue. Nonetheless, concerted research and development endeavors are essential to optimize the specificity, stability, and safety profiles of PNFs, thereby advancing the field of peptide-based nanotherapeutics in the realm of oncology research.
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Affiliation(s)
- Arnab Ghosh
- Indian Institute of Technology Bombay, NanoBios lab, Department of Biosciences and Bioengineering, Mumbai, India.
| | - Priyanka Maske
- Indian Institute of Technology Bombay, NanoBios lab, Department of Biosciences and Bioengineering, Mumbai, India
| | - Vinay Patel
- Indian Institute of Technology Bombay, NanoBios lab, Department of Biosciences and Bioengineering, Mumbai, India
| | - Jyoti Dubey
- Indian Institute of Technology Bombay, NanoBios lab, Department of Biosciences and Bioengineering, Mumbai, India
| | - Kundu Aniket
- Indian Institute of Technology Bombay, NanoBios lab, Department of Biosciences and Bioengineering, Mumbai, India.
| | - Rohit Srivastava
- Indian Institute of Technology Bombay, NanoBios lab, Department of Biosciences and Bioengineering, Mumbai, India.
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17
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Baldavira CM, Prieto TG, Nagai MA, Capelozzi VL. PI4K2A: a novel potential therapeutic target for lung cancer. Transl Lung Cancer Res 2024; 13:199-204. [PMID: 38404996 PMCID: PMC10891409 DOI: 10.21037/tlcr-23-734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Accepted: 12/19/2023] [Indexed: 02/27/2024]
Affiliation(s)
| | | | - Maria Aparecida Nagai
- Department of Radiology and Oncology, Medical School, University of São Paulo (USP), São Paulo, Brazil
- Laboratory of Molecular Genetics, Center for Translational Research in Oncology, Cancer Institute of São Paulo (ICESP), São Paulo, Brazil
| | - Vera Luiza Capelozzi
- Department of Pathology, Medical School, University of São Paulo (USP), São Paulo, Brazil
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18
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Wang C, Zhang Y, Zhang T, Xu J, Yan S, Liang B, Xing D. Epidermal growth factor receptor dual-target inhibitors as a novel therapy for cancer: A review. Int J Biol Macromol 2023; 253:127440. [PMID: 37839594 DOI: 10.1016/j.ijbiomac.2023.127440] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 10/10/2023] [Accepted: 10/12/2023] [Indexed: 10/17/2023]
Abstract
Overexpression of the epidermal growth factor receptor (EGFR) has been linked to several human cancers, including esophageal cancer, pancreatic cancer, anal cancer, breast cancer, and lung cancer, particularly non-small cell lung cancer (NSCLC). Therefore, EGFR has emerged as a critical target for treating solid tumors. Many 1st-, 2nd-, 3rd-, and 4th-generation EGFR single-target inhibitors with clinical efficacy have been designed and synthesized in recent years. Drug resistance caused by EGFR mutations has posed a significant challenge to the large-scale clinical application of EGFR single-target inhibitors and the discovery of novel EGFR inhibitors. Therapeutic methods for overcoming multipoint EGFR mutations are still needed in medicine. EGFR dual-target inhibitors are more promising than single-target inhibitors as they have a lower risk of drug resistance, higher efficacy, lower dosage, and fewer adverse events. EGFR dual-target inhibitors have been developed sequentially to date, providing new options for remission in patients with previously untreatable malignancies and laying the groundwork for a future generation of compounds. This paper introduces the EGFR family proteins and their synergistic effects with other anticancer targets, and provides a comprehensive review of the development of EGFR dual-target inhibitors in cancer, as well as the opportunities and challenges associated with those fields.
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Affiliation(s)
- Chao Wang
- The Affiliated Hospital of Qingdao University, Cancer Institute, Qingdao University, Qingdao 266071, Shandong, China; Qingdao Cancer Institute, Qingdao University, Qingdao 266071, Shandong, China
| | - Yujing Zhang
- The Affiliated Cardiovascular Hospital of Qingdao University, Qingdao University, Qingdao 266071, Shandong, China.
| | - Tingting Zhang
- The Affiliated Hospital of Qingdao University, Cancer Institute, Qingdao University, Qingdao 266071, Shandong, China; Qingdao Cancer Institute, Qingdao University, Qingdao 266071, Shandong, China
| | - Jiazhen Xu
- The Affiliated Hospital of Qingdao University, Cancer Institute, Qingdao University, Qingdao 266071, Shandong, China; Qingdao Cancer Institute, Qingdao University, Qingdao 266071, Shandong, China
| | - Saisai Yan
- The Affiliated Hospital of Qingdao University, Cancer Institute, Qingdao University, Qingdao 266071, Shandong, China; Qingdao Cancer Institute, Qingdao University, Qingdao 266071, Shandong, China.
| | - Bing Liang
- The Affiliated Hospital of Qingdao University, Cancer Institute, Qingdao University, Qingdao 266071, Shandong, China; Qingdao Cancer Institute, Qingdao University, Qingdao 266071, Shandong, China.
| | - Dongming Xing
- The Affiliated Hospital of Qingdao University, Cancer Institute, Qingdao University, Qingdao 266071, Shandong, China; Qingdao Cancer Institute, Qingdao University, Qingdao 266071, Shandong, China; School of Life Sciences, Tsinghua University, Beijing 100084, China
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Zhou Y, Gao W, Xu Y, Wang J, Wang X, Shan L, Du L, Sun Q, Li H, Liu F. Implications of different cell death patterns for prognosis and immunity in lung adenocarcinoma. NPJ Precis Oncol 2023; 7:121. [PMID: 37968457 PMCID: PMC10651893 DOI: 10.1038/s41698-023-00456-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 09/26/2023] [Indexed: 11/17/2023] Open
Abstract
In recent years, lung adenocarcinoma (LUAD) has become a focus of attention due to its low response to treatment, poor prognosis, and lack of reliable indicators to predict the progression or therapeutic effect of LUAD. Different cell death patterns play a crucial role in tumor development and are promising for predicting LUAD prognosis. From the TCGA and GEO databases, we obtained bulk transcriptomes, single-cell transcriptomes, and clinical information. Genes in 15 types of cell death were analyzed for cell death index (CDI) signature establishment. The CDI signature using necroptosis + immunologic cell death-related genes was established in the TCGA cohort with the 1-, 2-, 3-, 4- and 5-year AUC values were 0.772, 0.736, 0.723, 0.795, and 0.743, respectively. The prognosis was significantly better in the low CDI group than in the high CDI group. We also investigated the relationship between the CDI signature and clinical variables, published prognosis biomarkers, immune cell infiltration, functional enrichment pathways, and immunity biomarkers. In vitro assay showed that HNRNPF and FGF2 promoted lung cancer cell proliferation and migration and were also involved in cell death. Therefore, as a robust prognosis biomarker, CDI signatures can screen for patients who might benefit from immunotherapy and improve diagnostic accuracy and LUAD patient outcomes.
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Affiliation(s)
- Yang Zhou
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, 150081, Harbin, China
| | - Weitong Gao
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, 150081, Harbin, China
| | - Yu Xu
- College of Resources and Environment, Northeast Agricultural University, 150030, Harbin, China
| | - Jiale Wang
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, 150081, Harbin, China
| | - Xueying Wang
- Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, 410008, Changsha, China
| | - Liying Shan
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, 150081, Harbin, China
| | - Lijuan Du
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, 150081, Harbin, China
| | - Qingyu Sun
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, 150081, Harbin, China
| | - Hongyan Li
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, 150081, Harbin, China
| | - Fang Liu
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, 150081, Harbin, China.
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20
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Lu K, Wang HC, Tu YC, Chang CC, Lou PJ, Chang TC, Lin JJ. Suppressing c-FOS expression by G-quadruplex ligands inhibits osimertinib-resistant non-small cell lung cancer. J Natl Cancer Inst 2023; 115:1383-1391. [PMID: 37481710 DOI: 10.1093/jnci/djad142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 05/01/2023] [Accepted: 07/19/2023] [Indexed: 07/24/2023] Open
Abstract
BACKGROUND Osimertinib is the first-line therapy for patients with non-small cell lung cancer harboring epidermal growth factor receptor-activating alterations. Although osimertinib has been shown to elicit profound patient responses, cancer cells frequently develop additional alterations that sustain their proliferation capacity. This acquired resistance represents a substantial hurdle in precision medicine for patients with lung cancer. METHODS The biological and cellular properties of the G-quadruplex ligand BMVC-8C3O and its anticancer activities were evaluated in non-small cell lung carcinomas. In addition, combined treatment with BMVC-8C3O and osimertinib was evaluated for its effects on the growth of osimertinib-resistant tumors in vivo. RESULTS We demonstrate that BMVC-8C3O effectively suppresses c-FOS expression by stabilizing G-rich sequences located at the c-FOS promoter. The suppression c-FOS expression by BMVC-8C3O increases the sensitivity of acquired resistant cancer cells to osimertinib. Combining BMVC-8C3O and osimertinib has a synergistic effect in inhibiting the growth of acquired resistant cancers both in vitro and in mouse models. The combined inhibitory effect is not limited to BMVC-8C3O, either: several G-quadruplex ligands show varying levels of inhibition activity. We also show that simultaneous inhibition of both the c-FOS and PI3K/AKT pathways by BMVC-8C3O and osimertinib synergistically inhibits the growth of acquired resistant cancer cells. CONCLUSION These findings unveil a synthetic lethal strategy to prevent and inhibit epidermal growth factor receptor-altered lung cancers with acquired osimertinib resistance. G-quadruplex ligands have the potential to be integrated into current osimertinib-based treatment regimens.
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Affiliation(s)
- Kai Lu
- Institute of Biochemistry and Molecular Biology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Hsin-Chiao Wang
- Institute of Biochemistry and Molecular Biology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yi-Chen Tu
- Institute of Biochemistry and Molecular Biology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Cheng-Chung Chang
- Graduate Institute of Biomedical Engineering, National Chung Hsing University, Taichung, Taiwan
| | - Pei-Jen Lou
- Department of Otolaryngology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Ta-Chau Chang
- Institute of Atomic and Molecular Sciences, Academia Sinica, Taipei, Taiwan
| | - Jing-Jer Lin
- Institute of Biochemistry and Molecular Biology, National Taiwan University College of Medicine, Taipei, Taiwan
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21
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Wang Y, Zhu J, Lu X, Cheng W, Xu L, Wang X, Wang J, Yang J, Niu F, Chen W, Sun X, Li W, Wen Z, Guan H, Yan F. Development and validation of radiomics nomograms for preoperative prediction of characteristics in non-small cell lung cancer and circulating tumor cells. Medicine (Baltimore) 2023; 102:e35830. [PMID: 37932991 PMCID: PMC10627624 DOI: 10.1097/md.0000000000035830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 10/06/2023] [Indexed: 11/08/2023] Open
Abstract
To develop and validate 3 radiomics nomograms for preoperative prediction of pathological and progression diagnosis in non-small cell lung cancer (NSCLC) as well as circulating tumor cells (CTCs). A total of 224 and 134 patients diagnosed with NSCLC were respectively gathered in 2018 and 2019 in this study. There were totally 1197 radiomics features that were extracted and quantified from the images produced by computed tomography. Then we selected the radiomics features with predictive value by least absolute shrinkage and selection operator and combined them into radiomics signature. Logistic regression models were built using radiomics signature as the only predictor, which were then converted to nomograms for individualized predictions. Finally, the performance of the nomograms was assessed on both cohorts. Additionally, immunohistochemical correlation analysis was also performed. As for discrimination, the area under the curve of pathological diagnosis nomogram and progression diagnosis nomogram in NSCLC were both higher than 90% in the training cohort and higher than 80% in the validation cohort. The performance of the CTC-diagnosis nomogram was somehow unexpected where the area under the curve were range from 60% to 70% in both cohorts. As for calibration, nonsignificant statistics (P > .05) yielded by Hosmer-Lemeshow tests suggested no departure between model prediction and perfect fit. Additionally, decision curve analyses demonstrated the clinically usefulness of the nomograms. We developed radiomics-based nomograms for pathological, progression and CTC diagnosis prediction in NSCLC respectively. Nomograms for pathological and progression diagnosis were demonstrated well-performed to facilitate the individualized preoperative prediction, while the nomogram for CTC-diagnosis prediction needed improvement.
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Affiliation(s)
- Yang Wang
- Department of Radiology, Zhujiang Hospital, Southern Medical University, Haizhu District, Guangzhou, Guangdong, P.R. China
| | - Junkai Zhu
- State Key Laboratory of Natural Medicines, Research Center of Biostatistics and Computational Pharmacy, China Pharmaceutical University, Nanjing, P.R. China
| | - Xiaofan Lu
- State Key Laboratory of Natural Medicines, Research Center of Biostatistics and Computational Pharmacy, China Pharmaceutical University, Nanjing, P.R. China
| | - Wenxuan Cheng
- State Key Laboratory of Natural Medicines, Research Center of Biostatistics and Computational Pharmacy, China Pharmaceutical University, Nanjing, P.R. China
| | - Li Xu
- State Key Laboratory of Natural Medicines, Research Center of Biostatistics and Computational Pharmacy, China Pharmaceutical University, Nanjing, P.R. China
| | - Xin Wang
- State Key Laboratory of Natural Medicines, Research Center of Biostatistics and Computational Pharmacy, China Pharmaceutical University, Nanjing, P.R. China
| | - Jian Wang
- Department of Radiology, Zhujiang Hospital, Southern Medical University, Haizhu District, Guangzhou, Guangdong, P.R. China
| | - Jun Yang
- Department of Pathology, Nanjing Drum Tower Hospital, Nanjing, P.R. China
| | - Fengnan Niu
- Department of Pathology, Nanjing Drum Tower Hospital, Nanjing, P.R. China
| | - Wenping Chen
- Department of Radiology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, P.R. China
| | - Xu Sun
- Université Paris Cité, Paris, France
| | - Wenyi Li
- Suzhou Science & Technology Town Hospital, Suzhou, P.R. China
| | - Zhibo Wen
- Department of Radiology, Zhujiang Hospital, Southern Medical University, Haizhu District, Guangzhou, Guangdong, P.R. China
| | - Haitao Guan
- Department of Endocrinology, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, P.R. China
| | - Fangrong Yan
- State Key Laboratory of Natural Medicines, Research Center of Biostatistics and Computational Pharmacy, China Pharmaceutical University, Nanjing, P.R. China
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Zhang J, Li X, Yin Y, Cao G, Wang H. A Biodegradable Nucleotide Coordination Polymer for Enhanced NSCLC Therapy in Combination with Metabolic Modulation. Adv Healthc Mater 2023; 12:e2302187. [PMID: 37607115 DOI: 10.1002/adhm.202302187] [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: 07/11/2023] [Revised: 08/09/2023] [Indexed: 08/24/2023]
Abstract
Epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs) in the treatment of non-small cell lung cancer (NSCLC) still face challenges of acquired resistance and non-negligible side effects. To overcome these limitations, a biodegradable coordination polymer using guanine deoxynucleotide and ferrous iron (dGNP) is developed for targeted delivery of EGFR-TKIs. dGNPs can efficiently target nucleoside transporters in tumor cells that are regulated by fasting-mimicking diet (FMD). Meanwhile, FMD can augment the therapeutic efficacy of EGFR-TKIs by suppressing EGFR tyrosine kinase phosphorylation and related downstream pathways. In vivo results demonstrate that EGFR-TKIs-laden dGNPs combined with FMD treatment exhibit superior antitumor efficacy and reduced side effect. This study provides an innovative approach to enhance the therapeutic efficacy of EGFR-TKIs through nucleotide nanocarrier and metabolic modulation.
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Affiliation(s)
- Jie Zhang
- CAS Key Laboratory for Biomedical Effects of Nanomaterials & Nanosafety, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing, 100190, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Xiaoyang Li
- CAS Key Laboratory for Biomedical Effects of Nanomaterials & Nanosafety, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing, 100190, China
| | - Yue Yin
- CAS Key Laboratory for Biomedical Effects of Nanomaterials & Nanosafety, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing, 100190, China
| | - Guoliang Cao
- CAS Key Laboratory for Biomedical Effects of Nanomaterials & Nanosafety, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing, 100190, China
| | - Hai Wang
- CAS Key Laboratory for Biomedical Effects of Nanomaterials & Nanosafety, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing, 100190, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
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23
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Zhang G, Guan H, Ning YL, Yao K, Tang H, Muhetaer G, Li H, Zhou J. Osimertinib resistance prognostic gene signature: STRIP2 is associated with immune infiltration and tumor progression in lung adenocarcinoma. J Cancer Res Clin Oncol 2023; 149:15573-15588. [PMID: 37648810 DOI: 10.1007/s00432-023-05294-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: 06/24/2023] [Accepted: 08/14/2023] [Indexed: 09/01/2023]
Abstract
OBJECTIVE Although the use of osimertinib can significantly improve the survival time of lung adenocarcinoma (LUAD) patients with epithelial growth factor receptor mutation, eventually drug resistance will limit the survival benefit of most patients. This study aimed to develop a novel prognostic predictive signature based on genes associated with osimertinib resistance. METHODS The differentially expressed genes (DEGs) associated with osimertinib resistance in LUAD were screened from Gene Expression Omnibus datasets and The Cancer Genome Atlas datasets. Multivariate cox regression was used to establish a prognostic signature, and then a nomogram was developed to predict the survival probability of LUAD patients. We used ROC curve and DCA curve to evaluate its clinical prediction accuracy and net benefit. In addition, the differentially expressed genes significantly associated with prognosis were selected for immune infiltration analysis and drug sensitivity analysis, and their roles in the progression of lung adenocarcinoma were verified by in vitro experiments. RESULTS Our evaluation results indicated that the new nomogram had higher clinical prediction accuracy and net benefit value than the TN nomogram. Further analysis showed that patients with low STRIP2 expression had a higher level of immune response, and may be more likely to benefit from immune checkpoint inhibitors and conventional antitumor drugs. This may help to select more precise and appropriate therapy for LUAD patients with osimertinib resistance. Furthermore, in vitro experiments showed that STRIP2 promoted the LUAD cells proliferation, migration and invasion. This further demonstrates the importance of this gene signature for prognostic prediction. CONCLUSION We developed a reliable prognostic model based on DEGs associated with osimertinib resistance and screened for biomarker that can predict the immune response in LUAD patients, which may help in the selection of treatment regimens after osimertinib resistance.
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Affiliation(s)
- Guixing Zhang
- Shenzhen Bao'an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Huiting Guan
- Shenzhen Bao'an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Yi-Le Ning
- Shenzhen Bao'an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Kainan Yao
- Shenzhen Bao'an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Hao Tang
- Shenzhen Bao'an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Gulizeba Muhetaer
- Shenzhen Bao'an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Hang Li
- Shenzhen Bao'an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China.
| | - Jihong Zhou
- Shenzhen Bao'an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China.
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Marrocco I, Yarden Y. Resistance of Lung Cancer to EGFR-Specific Kinase Inhibitors: Activation of Bypass Pathways and Endogenous Mutators. Cancers (Basel) 2023; 15:5009. [PMID: 37894376 PMCID: PMC10605519 DOI: 10.3390/cancers15205009] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 10/03/2023] [Accepted: 10/11/2023] [Indexed: 10/29/2023] Open
Abstract
Epidermal growth factor receptor (EGFR)-specific tyrosine kinase inhibitors (TKIs) have changed the landscape of lung cancer therapy. For patients who are treated with the new TKIs, the current median survival exceeds 3 years, substantially better than the average 20 month survival rate only a decade ago. Unfortunately, despite initial efficacy, nearly all treated patients evolve drug resistance due to the emergence of either new mutations or rewired signaling pathways that engage other receptor tyrosine kinases (RTKs), such as MET, HER3 and AXL. Apparently, the emergence of mutations is preceded by a phase of epigenetic alterations that finely regulate the cell cycle, bias a mesenchymal phenotype and activate antioxidants. Concomitantly, cells that evade TKI-induced apoptosis (i.e., drug-tolerant persister cells) activate an intrinsic mutagenic program reminiscent of the SOS system deployed when bacteria are exposed to antibiotics. This mammalian system imbalances the purine-to-pyrimidine ratio, inhibits DNA repair and boosts expression of mutation-prone DNA polymerases. Thus, the net outcome of the SOS response is a greater probability to evolve new mutations. Deeper understanding of the persister-to-resister transformation, along with the development of next-generation TKIs, EGFR-specific proteolysis targeting chimeras (PROTACs), as well as bispecific antibodies, will permit delaying the onset of relapses and prolonging survival of patients with EGFR+ lung cancer.
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Affiliation(s)
- Ilaria Marrocco
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy;
| | - Yosef Yarden
- Department of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot 76100, Israel
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Yang J, Lin M, Zhang M, Wang Z, Lin H, Yu Y, Zheng Q, Chen X, Wu Y, Yao Q, Li J. Advanced Glycation End Products' Receptor DNA Methylation Associated with Immune Infiltration and Prognosis of Lung Adenocarcinoma and Lung Squamous Cell Carcinoma. Genet Res (Camb) 2023; 2023:7129325. [PMID: 37497166 PMCID: PMC10368508 DOI: 10.1155/2023/7129325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 05/30/2023] [Accepted: 07/07/2023] [Indexed: 07/28/2023] Open
Abstract
Background Advanced glycation end products' receptor (AGER) is a multiligand receptor that interacts with a wide range of ligands. Previous studies have shown that abnormal AGER expression is closely related to immune infiltration and tumorigenesis. However, the AGER DNA methylation relationship between prognosis and infiltrating immune cells in LUAD and LUSC is still unclear. Methods AGER expression in pan-cancer was obtained by using the UALCAN databases. Kaplan-Meier plotter showed the correlation of AGER mRNA expression levels and clinicopathological parameters. The protein expression levels for AGER were derived from Human Protein Atlas Database Analysis. The copy number, somatic mutation, and DNA methylation of AGER were presented with UCSC Xena database. TIMER platform and TISIDB website were used to show the correlation between AGER expression and tumor immune cell infiltration level. Results The expression level of AGER was significantly reduced in lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC). Low expression of AGER was significantly correlated with histology, stage, lymph node metastasis, and tumor protein 53 (TP53) mutation and could be used as a potential indicator of poor prognosis of LUAD and LUSC. Moreover, AGER expression was positively correlated with the infiltrating immune cells. Further analysis showed that copy number variation (CNV), mutation, and DNA methylation were involved in AGER downregulation. In addition, we also found that hypermethylated AGER was significantly correlated with tumor-infiltrating lymphocytes. Conclusion AGER may be a candidate for the prognostic biomarker of LUAD and LUSC related to tumor immune microenvironment.
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Affiliation(s)
- Jun Yang
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
- Clinical Oncology School of Fujian Medical University, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
| | - Mingqiang Lin
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
- Clinical Oncology School of Fujian Medical University, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
| | - Mengyan Zhang
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
- Clinical Oncology School of Fujian Medical University, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
| | - Zhiping Wang
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
- Clinical Oncology School of Fujian Medical University, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
| | - Hancui Lin
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
- Clinical Oncology School of Fujian Medical University, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
| | - Yilin Yu
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
- Clinical Oncology School of Fujian Medical University, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
| | - Qunhao Zheng
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
- Clinical Oncology School of Fujian Medical University, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
| | - Xiaohui Chen
- Clinical Oncology School of Fujian Medical University, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
- Department of Thoracic Surgery, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
| | - Yahua Wu
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
- Clinical Oncology School of Fujian Medical University, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
| | - Qiwei Yao
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
- Clinical Oncology School of Fujian Medical University, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
| | - Jiancheng Li
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
- Clinical Oncology School of Fujian Medical University, No. 420 Fuma Rd., Jin'an District, Fuzhou 350014, Fujian, China
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Sealover NE, Theard PL, Hughes JM, Linke AJ, Daley BR, Kortum RL. In situ modeling of acquired resistance to RTK/RAS pathway targeted therapies. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.27.525958. [PMID: 36747633 PMCID: PMC9901014 DOI: 10.1101/2023.01.27.525958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Intrinsic and acquired resistance limit the window of effectiveness for oncogene-targeted cancer therapies. Preclinical studies that identify synergistic combinations enhance therapeutic efficacy to target intrinsic resistance, however, methods to study acquired resistance in cell culture are lacking. Here, we describe a novel in situ resistance assay (ISRA), performed in a 96-well culture format, that models acquired resistance to RTK/RAS pathway targeted therapies. Using osimertinib resistance in EGFR-mutated lung adenocarcinoma (LUAD) as a model system, we show acquired resistance can be reliably modeled across cell lines using objectively defined osimertinib doses. Similar to patient populations, isolated osimertinib-resistant populations showed resistance via enhanced activation of multiple parallel RTKs so that individual RTK inhibitors did not re-sensitize cells to osimertinib. In contrast, inhibition of proximal RTK signaling using the SHP2 inhibitor RMC-4550 both re-sensitized resistant populations to osimertinib and prevented the development of osimertinib resistance as a primary therapy. Similar, objectively defined drug doses were used to model resistance to additional RTK/RAS pathway targeted therapies including the KRASG12C inhibitors adagrasib and sotorasib, the MEK inhibitor trametinib, and the farnesyl transferase inhibitor tipifarnib. These studies highlight the tractability of in situ resistance assays to model acquired resistance to targeted therapies and provide a framework for assessing the extent to which synergistic drug combinations can target acquired drug resistance.
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Choi YR, Kang EH, Kim S, Park SY, Han JY, Lee Y. Single targeting of MET in EGFR-mutated and MET-amplified non-small cell lung cancer. Br J Cancer 2023; 128:2186-2196. [PMID: 37059804 PMCID: PMC10241937 DOI: 10.1038/s41416-023-02264-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 03/21/2023] [Accepted: 03/27/2023] [Indexed: 04/16/2023] Open
Abstract
BACKGROUND In EGFR-mutant and MET-amplified lung cancer resistant to EGFR inhibitors, double blockade of EGFR and MET is considered as a reasonable strategy despite increasing toxicity. This study evaluated the single MET inhibition in these specific tumours. METHODS We investigated the efficacy of a single MET inhibitor in EGFR-mutant, MET-amplified lung cancer cells (HCC827GR) and the matched clinical cases and patient-derived cells. Acquired resistance mechanisms to single MET inhibitor were further explored. RESULTS Single MET inhibitor sufficiently inhibited the EGFR downstream signalling and proliferation in the HCC827GR cells. The MET-inhibitor-sensitive clones had similar EGFR mutation allele frequency as the MET-inhibitor-resistant clones. The patients with EGFR-mutant, MET-amplified lung cancer resistant to EGFR inhibitors showed definite response to single MET inhibitor but the response duration was not durable. The MET gene copy number in their plasma circulating tumour DNA was significantly decreased during the treatment and was not re-increased after progression. In the cells resistant to single MET inhibitor, the EGFR pathway was reactivated, and gefitinib alone successfully suppressed their growth. CONCLUSIONS Single MET inhibition produced a short-lived response in EGFR-mutant and MET-amplified lung cancer. A further study of a novel combination therapy schedule is needed to achieve long-lasting efficacy and less toxicity.
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Affiliation(s)
- Yu-Ra Choi
- Research Institute, National Cancer Center, Goyang, Republic of Korea
| | - Eun Hye Kang
- Research Institute, National Cancer Center, Goyang, Republic of Korea
| | - Sunshin Kim
- Research Institute, National Cancer Center, Goyang, Republic of Korea
| | - Seog-Yun Park
- Department of Pathology, National Cancer Center, Goyang, Republic of Korea
| | - Ji-Youn Han
- Research Institute, National Cancer Center, Goyang, Republic of Korea
- Division of Hematology and Oncology, Department of Internal Medicine, National Cancer Center, Goyang, Republic of Korea
| | - Youngjoo Lee
- Research Institute, National Cancer Center, Goyang, Republic of Korea.
- Division of Hematology and Oncology, Department of Internal Medicine, National Cancer Center, Goyang, Republic of Korea.
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Ning Y, Zheng H, Yang Y, Zang H, Wang W, Zhan Y, Wang H, Luo J, Wen Q, Peng J, Xiang J, Fan S. YAP1 synergize with YY1 transcriptional co-repress DUSP1 to induce osimertinib resistant by activating the EGFR/MAPK pathway and abrogating autophagy in non-small cell lung cancer. Int J Biol Sci 2023; 19:2458-2474. [PMID: 37215986 PMCID: PMC10197898 DOI: 10.7150/ijbs.79965] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 04/19/2023] [Indexed: 05/24/2023] Open
Abstract
YAP1 is a well-known core effector of the Hippo pathway in tumors, but its potential role in osimertinib resistance remained unexplored. Our study provides evidence that YAP1 acts as a potent promoter of osimertinib resistance. By inhibiting YAP1 with a novel inhibitor, CA3, and combining it with osimertinib, we observed a significant suppression of cell proliferation and metastasis, induction of apoptosis and autophagy, and a delay in the emergence of osimertinib resistance. Interestingly, CA3 combined with osimertinib executed its anti-metastasis and pro-tumor apoptosis in part through autophagy. Mechanistically, we found that YAP1, in collaboration with YY1, transcriptionally represses DUSP1, leading to the dephosphorylation of the EGFR/MEK/ERK pathway and YAP1 phosphorylation in osimertinib-resistant cells. Our results also validate that CA3, in combination with osimertinib, executes its anti-metastasis and pro-tumor apoptosis partly through autophagy and the YAP1/DUSP1/EGFR/MEK/ERK regulatory feedback loop in osimertinib-resistant cells. Remarkably, our findings illustrate that YAP1 protein is upregulated in patients after osimertinib treatment and osimertinib resistance. Overall, our study confirms that the YAP1 inhibitor CA3 increases DUSP1 with concomitant activation of the EGFR/MAPK pathway and induces autophagy to enhance the efficacy of third-generation EGFR-TKI treatments for NSCLC patients.
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Affiliation(s)
- Yue Ning
- Department of Pathology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Hongmei Zheng
- Department of Pathology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yang Yang
- Department of Pathology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Hongjing Zang
- Department of Pathology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Weiyuan Wang
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yuting Zhan
- Department of Pathology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Haihua Wang
- Department of Pathology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Jiadi Luo
- Department of Pathology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Qiuyuan Wen
- Department of Pathology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Jinwu Peng
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Juanjuan Xiang
- Cancer Research Institute, Central South University, Changsha, Hunan, China
| | - Songqing Fan
- Department of Pathology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan Key Laboratory of Tumor Models and Individualized Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
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Moghal N, Li Q, Stewart EL, Navab R, Mikubo M, D'Arcangelo E, Martins-Filho SN, Raghavan V, Pham NA, Li M, Shepherd FA, Liu G, Tsao MS. Single-Cell Analysis Reveals Transcriptomic Features of Drug-Tolerant Persisters and Stromal Adaptation in a Patient-Derived EGFR-Mutated Lung Adenocarcinoma Xenograft Model. J Thorac Oncol 2023; 18:499-515. [PMID: 36535627 DOI: 10.1016/j.jtho.2022.12.003] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 11/11/2022] [Accepted: 12/08/2022] [Indexed: 12/23/2022]
Abstract
INTRODUCTION Targeted therapies require life-long treatment, as drug discontinuation invariably leads to tumor recurrence. Recurrence is mainly driven by minor subpopulations of drug-tolerant persister (DTP) cells that survive the cytotoxic drug effect. In lung cancer, DTP studies have mainly been conducted with cell line models. METHODS We conducted an in vivo DTP study using a lung adenocarcinoma patient-derived xenograft tumor driven by an EGFR mutation. Daily treatment of tumor-bearing mice for 5 to 6 weeks with the EGFR inhibitor erlotinib markedly shrunk tumors and generated DTPs, which were analyzed by whole exome, bulk population transcriptome, and single-cell RNA sequencing. RESULTS The DTP tumors maintained the genomic clonal architecture of untreated baseline (BL) tumors but had reduced proliferation. Single-cell RNA sequencing identified a rare (approximately 4%) subpopulation of BL cells (DTP-like) with transcriptomic similarity to DTP cells and intermediate activity of pathways that are up-regulated in DTPs. Furthermore, the predominant transforming growth factor-β activated cancer-associated fibroblast (CAF) population in BL tumors was replaced by a CAF population enriched for IL6 production. In vitro experiments indicate that these populations interconvert depending on the levels of transforming growth factor-β versus NF-κB signaling, which is modulated by tyrosine kinase inhibitor presence. The DTPs had signs of increased NF-κB and STAT3 signaling, which may promote their survival. CONCLUSIONS The DTPs may arise from a specific preexisting subpopulation of cancer cells with partial activation of specific drug resistance pathways. Tyrosine kinase inhibitor treatment induces DTPs revealing greater activation of these pathways while converting the major preexisting CAF population into a new state that may further promote DTP survival.
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Affiliation(s)
- Nadeem Moghal
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Quan Li
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Erin L Stewart
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Department of Medical Biophysics, University of Toronto, Ontario, Canada
| | - Roya Navab
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Masashi Mikubo
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Department of Thoracic Surgery, Kitasato University School of Medicine, Kanagawa, Japan
| | - Elisa D'Arcangelo
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Sebastiao N Martins-Filho
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Vibha Raghavan
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Nhu-An Pham
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Ming Li
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Frances A Shepherd
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Geoffrey Liu
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Department of Medical Biophysics, University of Toronto, Ontario, Canada; Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Ming-Sound Tsao
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Department of Medical Biophysics, University of Toronto, Ontario, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada.
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30
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Takumi Y, Arai S, Suzuki C, Fukuda K, Nishiyama A, Takeuchi S, Sato H, Matsumoto K, Sugio K, Yano S. MET kinase inhibitor reverses resistance to entrectinib induced by hepatocyte growth factor in tumors with NTRK1 or ROS1 rearrangements. Cancer Med 2023; 12:5809-5820. [PMID: 36416133 PMCID: PMC10028024 DOI: 10.1002/cam4.5342] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Revised: 07/06/2022] [Accepted: 08/08/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Entrectinib is an effective drug for treating solid tumors with NTRK gene rearrangement and non-small cell lung cancer (NSCLC) with ROS1 gene rearrangement. However, its efficacy is limited by tolerance and acquired resistance, the mechanisms of which are not fully understood. The growth factors produced by the tumor microenvironment, including hepatocyte growth factor (HGF) produced by tumor-associated fibroblasts, critically affect the sensitivity to targeted drugs. METHODS We investigated whether growth factors that can be produced by the microenvironment affect sensitivity of NTRK1-rearranged colon cancer KM12SM cells and ROS1-rearranged NSCLC HCC78 cells to entrectinib both in vitro and in vivo. RESULTS Among the growth factors assessed, HGF most potently induced entrectinib resistance in KM12SM and HCC78 cells by activating its receptor MET. HGF-induced entrectinib resistance was reversed by the active-HGF-specific macrocyclic peptide HiP-8 and the MET kinase inhibitor capmatinib in vitro. In addition, HGF-producing fibroblasts promoted entrectinib resistance in vitro (culture model) and in vivo (subcutaneous tumor model). The use of capmatinib circumvented entrectinib resistance in a subcutaneous tumor model inoculated with KM12SM and HGF-producing fibroblasts. CONCLUSION Our findings suggest that growth factors in the tumor microenvironment, such as HGF, may induce resistance to entrectinib in tumors with NTRK1 or ROS1 rearrangements. Our results further suggest that optimally co-administering inhibitors of resistance-inducing growth factors may maximize the therapeutic efficacy of entrectinib.
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Affiliation(s)
- Yohei Takumi
- Division of Medical OncologyCancer Research Institute, Kanazawa UniversityKanazawaJapan
- Department of Thoracic and Breast SurgeryFaculty of MedicineOita UniversityYufuJapan
| | - Sachiko Arai
- Division of Medical OncologyCancer Research Institute, Kanazawa UniversityKanazawaJapan
| | - Chiaki Suzuki
- Division of Medical OncologyCancer Research Institute, Kanazawa UniversityKanazawaJapan
| | - Koji Fukuda
- Division of Medical OncologyCancer Research Institute, Kanazawa UniversityKanazawaJapan
| | - Akihiro Nishiyama
- Division of Medical OncologyCancer Research Institute, Kanazawa UniversityKanazawaJapan
| | - Shinji Takeuchi
- Division of Medical OncologyCancer Research Institute, Kanazawa UniversityKanazawaJapan
| | - Hiroki Sato
- Division of Tumor Dynamics and RegulationCancer Research Institute, Kanazawa UniversityKanazawaJapan
| | - Kunio Matsumoto
- Division of Tumor Dynamics and RegulationCancer Research Institute, Kanazawa UniversityKanazawaJapan
| | - Kenji Sugio
- Department of Thoracic and Breast SurgeryFaculty of MedicineOita UniversityYufuJapan
| | - Seiji Yano
- Division of Medical OncologyCancer Research Institute, Kanazawa UniversityKanazawaJapan
- Department of Respiratory MedicineFaculty of MedicineInstitute of Medical, Pharmaceutical, and Health SciencesKanazawaJapan
- WPI‐Nano Life Science Institute (WPI‐Nano LSI)Kanazawa UniversityKanazawaJapan
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31
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Sun SY. Taking early preventive interventions to manage the challenging issue of acquired resistance to third-generation EGFR inhibitors. CHINESE MEDICAL JOURNAL PULMONARY AND CRITICAL CARE MEDICINE 2023; 1:3-10. [PMID: 37609474 PMCID: PMC10442612 DOI: 10.1016/j.pccm.2022.10.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 09/17/2022] [Accepted: 10/31/2022] [Indexed: 08/24/2023]
Abstract
Although the clinical efficacies of third-generation epidermal growth factor receptor (EGFR)-tyrosine kinase inhibitors (TKIs) such as osimertinib in the treatment of non-small cell lung cancer (NSCLC) with EGFR-activating mutations are promising, drug-acquired resistance inevitably occurs whether they are used as first-line or second-line treatment. Therefore, managing the acquired resistance to third-generation EGFR-TKIs is crucial in the clinic for improving patient survival. Great efforts have been made to develop potentially effective strategies or regimens for the treatment of EGFR-mutant NSCLC patients after relapse following these TKIs therapies with the hope that patients will continue to benefit from treatment through overcoming acquired resistance. Although this approach, which aims to overcome drug-acquired resistance, is necessary and important, it is a passive practice. Taking preventive action early before disease progression to manage the unavoidable development of acquired resistance offers an equally important and efficient approach. We strongly believe that early preventive interventions using effective and tolerable combination regimens that interfere with the process of developing acquired resistance may substantially improve the outcomes of EGFR-mutant NSCLC treatment with third-generation EGFR-TKIs. Thus, this review focuses on discussing the scientific rationale and mechanism-driven strategies for delaying and even preventing the emergence of acquired resistance to third-generation EGFR-TKIs, particularly osimertinib.
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Affiliation(s)
- Shi-Yong Sun
- Department of Hematology and Medical Oncology, Emory University School of Medicine and Winship Cancer Institute of Emory University, Atlanta, GA 30322, USA
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32
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Unraveling the Impact of Intratumoral Heterogeneity on EGFR Tyrosine Kinase Inhibitor Resistance in EGFR-Mutated NSCLC. Int J Mol Sci 2023; 24:ijms24044126. [PMID: 36835536 PMCID: PMC9964908 DOI: 10.3390/ijms24044126] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 02/14/2023] [Accepted: 02/17/2023] [Indexed: 02/22/2023] Open
Abstract
The advent of tyrosine kinase inhibitors (TKIs) for treating epidermal growth factor receptor (EGFR)-mutated non-small-cell lung cancer (NSCLC) has been a game changer in lung cancer therapy. However, patients often develop resistance to the drugs within a few years. Despite numerous studies that have explored resistance mechanisms, particularly in regards to collateral signal pathway activation, the underlying biology of resistance remains largely unknown. This review focuses on the resistance mechanisms of EGFR-mutated NSCLC from the standpoint of intratumoral heterogeneity, as the biological mechanisms behind resistance are diverse and largely unclear. There exist various subclonal tumor populations in an individual tumor. For lung cancer patients, drug-tolerant persister (DTP) cell populations may have a pivotal role in accelerating the evolution of tumor resistance to treatment through neutral selection. Cancer cells undergo various changes to adapt to the new tumor microenvironment caused by drug exposure. DTP cells may play a crucial role in this adaptation and may be fundamental in mechanisms of resistance. Intratumoral heterogeneity may also be precipitated by DNA gains and losses through chromosomal instability, and the role of extrachromosomal DNA (ecDNA) may play an important role. Significantly, ecDNA can increase oncogene copy number alterations and enhance intratumoral heterogeneity more effectively than chromosomal instability. Additionally, advances in comprehensive genomic profiling have given us insights into various mutations and concurrent genetic alterations other than EGFR mutations, inducing primary resistance in the context of tumor heterogeneity. Understanding the mechanisms of resistance is clinically crucial since these molecular interlayers in cancer-resistance mechanisms may help to devise novel and individualized anticancer therapeutic approaches.
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Song Y, Wang Y, Guan A, Xue J, Li B, Huang Z, Zheng Z, Liang N, Yang Y, Li S. Footprints: Stamping hallmarks of lung cancer with patient-derived models, from molecular mechanisms to clinical translation. Front Bioeng Biotechnol 2023; 11:1132940. [PMID: 36911198 PMCID: PMC9993089 DOI: 10.3389/fbioe.2023.1132940] [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: 12/28/2022] [Accepted: 02/13/2023] [Indexed: 02/24/2023] Open
Abstract
The conventional two-dimensional (2D) tumor cell lines in Petri dishes have played an important role in revealing the molecular biological mechanism of lung cancer. However, they cannot adequately recapitulate the complex biological systems and clinical outcomes of lung cancer. The three-dimensional (3D) cell culture enables the possible 3D cell interactions and the complex 3D systems with co-culture of different cells mimicking the tumor microenvironments (TME). In this regard, patient-derived models, mainly patient-derived tumor xenograft (PDX) and patient-derived organoids discussed hereby, are with higher biological fidelity of lung cancer, and regarded as more faithful preclinical models. The significant Hallmarks of Cancer is believed to be the most comprehensive coverage of current research on tumor biological characteristics. Therefore, this review aims to present and discuss the application of different patient-derived lung cancer models from molecular mechanisms to clinical translation with regards to the dimensions of different hallmarks, and to look to the prospects of these patient-derived lung cancer models.
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Affiliation(s)
- Yang Song
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Yadong Wang
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Ai Guan
- Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Jianchao Xue
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Bowen Li
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Zhicheng Huang
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Zhibo Zheng
- Department of International Medical Services, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Naixin Liang
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Yanlian Yang
- CAS Key Laboratory of Biological Effects of Nanomaterials and Nanosafety, CAS Key Laboratory of Standardization and Measurement for Nanotechnology, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing, China
| | - Shanqing Li
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
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34
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Dual-responsive nanoparticles loading bevacizumab and gefitinib for molecular targeted therapy against non-small cell lung cancer. Acta Pharmacol Sin 2023; 44:244-254. [PMID: 35705687 DOI: 10.1038/s41401-022-00930-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 05/26/2022] [Indexed: 01/18/2023]
Abstract
The combination of vascular endothelial growth factor (VEGF) inhibitors and tyrosine kinase inhibitors (TKIs) is newly available for molecular targeted therapy against non-small cell lung cancer (NSCLC) in clinic. However, the therapeutic benefits remain unsatisfying due to the poor drug delivery to targets of interest. In this study, we developed bevacizumab-coated gefitinib-loaded nanoparticles (BCGN) with dual-responsive drug release for inhibiting tumor angiogenesis and phosphorylation of epidermal growth factor receptor (EGFR). Through an exogenous corona strategy, bevacizumab is easily coated on gefitinib-loaded nanoparticles via electrostatic interaction. After intravenous injection, BCGN are efficiently accumulated in NSCLC tumors as confirmed by dual-model imaging. Bevacizumab is released from BCGN upon oxidation in tumor microenvironment, whereas gefitinib is released after being internalized by tumor cells and disassembled in reduction cytoplasm. The dual-responsive release of bevacizumab and gefitinib significantly inhibits tumor growth in both A549 and HCC827 human NSCLC models. Our approach provides a promising strategy to improve combinational molecular targeted therapy of NSCLC with precisely controlled drug release.
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35
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The prospect of combination therapies with the third-generation EGFR-TKIs to overcome the resistance in NSCLC. Biomed Pharmacother 2022; 156:113959. [DOI: 10.1016/j.biopha.2022.113959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 10/27/2022] [Accepted: 11/01/2022] [Indexed: 11/06/2022] Open
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36
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Elacestrant demonstrates strong anti-estrogenic activity in PDX models of estrogen-receptor positive endocrine-resistant and fulvestrant-resistant breast cancer. NPJ Breast Cancer 2022; 8:125. [PMID: 36446866 PMCID: PMC9709100 DOI: 10.1038/s41523-022-00483-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Accepted: 10/07/2022] [Indexed: 12/02/2022] Open
Abstract
The selective oestrogen receptor (ER) degrader (SERD), fulvestrant, is limited in its use for the treatment of breast cancer (BC) by its poor oral bioavailability. Comparison of the orally bioavailable investigational SERD elacestrant, versus fulvestrant, demonstrates both drugs impact tumour growth of ER+ patient-derived xenograft models harbouring several ESR1 mutations but that elacestrant is active after acquired resistance to fulvestrant. In cell line models of endocrine sensitive and resistant breast cancer both drugs impact the ER-cistrome, ER-interactome and transcription of oestrogen-regulated genes similarly, confirming the anti-oestrogenic activity of elacestrant. The addition of elacestrant to CDK4/6 inhibitors enhances the antiproliferative effect compared to monotherapy. Furthermore, elacestrant inhibits the growth of palbociclib-resistant cells. Lastly, resistance to elacestrant involves Type-I and Type-II receptor tyrosine kinases which are amenable to therapeutic targeting. Our data support the wider clinical testing of elacestrant.
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37
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Yamazoe M, Ozasa H, Tsuji T, Funazo T, Yoshida H, Hashimoto K, Hosoya K, Ogimoto T, Ajimizu H, Yoshida H, Itotani R, Sakamori Y, Kuninaga K, Aoki W, Hirai T. Yes-associated protein 1 mediates initial cell survival during lorlatinib treatment through AKT signaling in ROS1-rearranged lung cancer. Cancer Sci 2022; 114:546-560. [PMID: 36285485 PMCID: PMC9899615 DOI: 10.1111/cas.15622] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 09/16/2022] [Accepted: 10/10/2022] [Indexed: 02/07/2023] Open
Abstract
Tyrosine kinase inhibitors (TKIs) that target the ROS proto-oncogene 1, receptor tyrosine kinase (ROS1) gene have shown dramatic therapeutic effects in patients with ROS1-rearranged non-small-cell lung cancer (NSCLC). Nevertheless, advanced ROS1-rearranged NSCLC is rarely cured as a portion of the tumor cells can survive the initial stages of ROS1-TKI treatment, even after maximum tumor shrinkage. Therefore, understanding the mechanisms underlying initial cell survival during ROS1-TKI treatment is necessary to prevent cell survival and achieve a cure for ROS1-rearranged NSCLC. In this study, we clarified the initial survival mechanisms during treatment with lorlatinib, a ROS1 TKI. First, we established a patient-derived ezrin gene-ROS1-rearranged NSCLC cell line (KTOR71). Then, following proteomic analysis, we focused on yes-associated protein 1 (YAP1), which is a major mediator of the Hippo pathway, as a candidate factor involved in cell survival during early lorlatinib treatment. Yes-associated protein 1 was activated by short-term lorlatinib treatment both in vitro and in vivo. Genetic inhibition of YAP1 using siRNA, or pharmacological inhibition of YAP1 function by the YAP1-inhibitor verteporfin, enhanced the sensitivity of KTOR71 cells to lorlatinib. In addition, the prosurvival effect of YAP1 was exerted through the reactivation of AKT. Finally, combined therapy with verteporfin and lorlatinib was found to achieve significantly sustained tumor remission compared with lorlatinib monotherapy in vivo. These results suggest that YAP1 could mediate initial cell resistance to lorlatinib in KTOR71 cells. Thus, combined therapy targeting both YAP1 and ROS1 could potentially improve the outcome of ROS1-rearranged NSCLC.
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Affiliation(s)
- Masatoshi Yamazoe
- Department of Respiratory Medicine, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Hiroaki Ozasa
- Department of Respiratory Medicine, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Takahiro Tsuji
- Department of Respiratory Medicine, Graduate School of MedicineKyoto UniversityKyotoJapan,Department of Anatomy and Molecular Cell Biology, Graduate School of MedicineNagoya UniversityNagoyaJapan
| | - Tomoko Funazo
- Department of Respiratory Medicine, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Hiroshi Yoshida
- Department of Respiratory Medicine, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Kentaro Hashimoto
- Department of Respiratory Medicine, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Kazutaka Hosoya
- Department of Respiratory Medicine, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Tatsuya Ogimoto
- Department of Respiratory Medicine, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Hitomi Ajimizu
- Department of Respiratory Medicine, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Hironori Yoshida
- Department of Respiratory Medicine, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Ryo Itotani
- Department of Respiratory Medicine, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Yuichi Sakamori
- Department of Respiratory Medicine, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Kiyomitsu Kuninaga
- Department of Respiratory Medicine, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Wataru Aoki
- Division of Applied Life Sciences, Graduate School of AgricultureKyoto UniversityKyotoJapan
| | - Toyohiro Hirai
- Department of Respiratory Medicine, Graduate School of MedicineKyoto UniversityKyotoJapan
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38
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Yoshimura A, Yamada T, Serizawa M, Uehara H, Tanimura K, Okuma Y, Fukuda A, Watanabe S, Nishioka N, Takeda T, Chihara Y, Takemoto S, Harada T, Hiranuma O, Shirai Y, Shukuya T, Nishiyama A, Goto Y, Shiotsu S, Kunimasa K, Morimoto K, Katayama Y, Suda K, Mitsudomi T, Yano S, Kenmotsu H, Takahashi T, Takayama K. High levels of AXL expression in untreated EGFR-mutated non-small cell lung cancer negatively impacts the use of osimertinib. Cancer Sci 2022; 114:606-618. [PMID: 36169649 PMCID: PMC9899603 DOI: 10.1111/cas.15608] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 09/20/2022] [Accepted: 09/22/2022] [Indexed: 11/29/2022] Open
Abstract
For non-small cell lung cancer (NSCLC) patients with epidermal growth factor receptor (EGFR) mutations, the initial therapeutic interventions will have crucial impacts on their clinical outcomes. Drug tolerant factors reportedly have an impact on EGFR-tyrosine kinase inhibitor sensitivity. This prospective study investigated the impacts of drug tolerant-related protein expression in tumors based on the efficacy of osimertinib in the first-setting of EGFR-mutated advanced NSCLC patients. A total of 92 patients with EGFR-mutated advanced or postoperative recurrent NSCLC were analyzed and treated with osimertinib at 14 institutions in Japan. AXL, p53, and programmed death-ligand 1 (PD-L1) expression in patient tumors was determined using immunohistochemistry. The AXL signaling pathway was investigated using a cell line-based assay and AXL-related gene expression in The Cancer Genome Atlas (TCGA) database. High levels of AXL and positive-p53 expression were detected in 26.1% and 53.3% of the pretreatment EGFR-mutated NSCLC tumors, respectively. High AXL expression levels were significantly associated with a shorter progression-free survival compared with low AXL expression levels, irrespective of the EGFR activating mutation status (p = 0.026). Cell line-based assays indicated that the overexpression of AXL protein accelerated PD-L1 expression, which induced insensitivity to osimertinib. In the TCGA database, AXL RNA levels were positively correlated with PD-L1 expression in the lung adenocarcinoma cohort. The results show that high AXL expression levels in tumors impact clinical predictions when using osimertinib to treat EGFR-mutated NSCLC patients. Trial Registration: UMIN000043942.
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Affiliation(s)
- Akihiro Yoshimura
- Department of Pulmonary MedicineGraduate School of Medical Science, Kyoto Prefectural University of MedicineKyotoJapan
| | - Tadaaki Yamada
- Department of Pulmonary MedicineGraduate School of Medical Science, Kyoto Prefectural University of MedicineKyotoJapan
| | - Masakuni Serizawa
- Drug Discovery and Development DivisionShizuoka Cancer Center Research InstituteShizuokaJapan
| | - Hisanori Uehara
- Division of PathologyTokushima University HospitalTokushimaJapan
| | - Keiko Tanimura
- Department of Pulmonary MedicineGraduate School of Medical Science, Kyoto Prefectural University of MedicineKyotoJapan
| | - Yusuke Okuma
- Department of Thoracic Oncology and Respiratory MedicineTokyo Metropolitan Cancer and Infectious Diseases Center Komagome HospitalTokyoJapan,Department of Thoracic OncologyNational Cancer Center HospitalTokyoJapan
| | - Akito Fukuda
- Department of Thoracic Oncology and Respiratory MedicineTokyo Metropolitan Cancer and Infectious Diseases Center Komagome HospitalTokyoJapan,Department of Thoracic OncologyNational Cancer Center HospitalTokyoJapan
| | - Satoshi Watanabe
- Department of Respiratory Medicine and Infectious DiseasesNiigata University Graduate School of Medicine and Dental HospitalNiigataJapan
| | - Naoya Nishioka
- Division of Thoracic Oncology, Shizuoka Cancer CenterShizuokaJapan
| | - Takayuki Takeda
- Department of Respiratory MedicineJapanese Red Cross Kyoto Daini HospitalKyotoJapan
| | - Yusuke Chihara
- Department of Respiratory MedicineUji‐Tokushukai Medical CenterUjiJapan
| | - Shinnosuke Takemoto
- Department of Respiratory MedicineNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Taishi Harada
- Department of Medical OncologyFukuchiyama City HospitalKyotoJapan
| | - Osamu Hiranuma
- Department of Respiratory MedicineOtsu City HospitalOtsuJapan
| | - Yukina Shirai
- Department of Respiratory MedicineJuntendo UniversityTokyoJapan
| | | | - Akihiro Nishiyama
- Division of Medical Oncology, Cancer Research InstituteKanazawa UniversityKanazawaJapan
| | - Yasuhiro Goto
- Department of Respiratory MedicineFujita Health University School of MedicineToyoakeJapan
| | - Shinsuke Shiotsu
- Department of Respiratory MedicineJapanese Red Cross Kyoto Daiichi HospitalKyotoJapan
| | - Kei Kunimasa
- Department of Thoracic OncologyOsaka International Cancer InstitutionOsakaJapan
| | - Kenji Morimoto
- Department of Pulmonary MedicineGraduate School of Medical Science, Kyoto Prefectural University of MedicineKyotoJapan
| | - Yuki Katayama
- Department of Pulmonary MedicineGraduate School of Medical Science, Kyoto Prefectural University of MedicineKyotoJapan
| | - Kenichi Suda
- Division of Thoracic Surgery, Department of SurgeryKindai University Faculty of MedicineOsakaJapan
| | - Tetsuya Mitsudomi
- Division of Thoracic Surgery, Department of SurgeryKindai University Faculty of MedicineOsakaJapan
| | - Seiji Yano
- Division of Medical Oncology, Cancer Research InstituteKanazawa UniversityKanazawaJapan,Division of Thoracic Surgery, Department of SurgeryKindai University Faculty of MedicineOsakaJapan,Department of Respiratory Medicine, Faculty of Medicine, Institute of Medical, Pharmaceutical, and Health SciencesKanazawa UniversityKanazawaJapan,WPI Nano Lifebiomarker Science InstituteKanazawa UniversityKanazawaJapan
| | | | | | - Koichi Takayama
- Department of Pulmonary MedicineGraduate School of Medical Science, Kyoto Prefectural University of MedicineKyotoJapan
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Yoshimura A, Yamada T, Serizawa M, Uehara H, Tanimura K, Okuma Y, Fukuda A, Watanabe S, Nishioka N, Takeda T, Chihara Y, Takemoto S, Harada T, Hiranuma O, Shirai Y, Shukuya T, Nishiyama A, Goto Y, Shiotsu S, Kunimasa K, Morimoto K, Katayama Y, Suda K, Mitsudomi T, Yano S, Kenmotsu H, Takahashi T, Takayama K. High levels of
AXL
expression in untreated
EGFR
‐mutated non‐small cell lung cancer negatively impacts the use of osimertinib. Cancer Sci 2022. [DOI: 10.1111/cas.15608 10.1111/cas.15608] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Affiliation(s)
- Akihiro Yoshimura
- Department of Pulmonary Medicine Graduate School of Medical Science, Kyoto Prefectural University of Medicine Kyoto Japan
| | - Tadaaki Yamada
- Department of Pulmonary Medicine Graduate School of Medical Science, Kyoto Prefectural University of Medicine Kyoto Japan
| | - Masakuni Serizawa
- Drug Discovery and Development Division Shizuoka Cancer Center Research Institute Shizuoka Japan
| | - Hisanori Uehara
- Division of Pathology Tokushima University Hospital Tokushima Japan
| | - Keiko Tanimura
- Department of Pulmonary Medicine Graduate School of Medical Science, Kyoto Prefectural University of Medicine Kyoto Japan
| | - Yusuke Okuma
- Department of Thoracic Oncology and Respiratory Medicine Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital Tokyo Japan
- Department of Thoracic Oncology National Cancer Center Hospital Tokyo Japan
| | - Akito Fukuda
- Department of Thoracic Oncology and Respiratory Medicine Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital Tokyo Japan
- Department of Thoracic Oncology National Cancer Center Hospital Tokyo Japan
| | - Satoshi Watanabe
- Department of Respiratory Medicine and Infectious Diseases Niigata University Graduate School of Medicine and Dental Hospital Niigata Japan
| | - Naoya Nishioka
- Division of Thoracic Oncology, Shizuoka Cancer Center Shizuoka Japan
| | - Takayuki Takeda
- Department of Respiratory Medicine Japanese Red Cross Kyoto Daini Hospital Kyoto Japan
| | - Yusuke Chihara
- Department of Respiratory Medicine Uji‐Tokushukai Medical Center Uji Japan
| | - Shinnosuke Takemoto
- Department of Respiratory Medicine Nagasaki University Graduate School of Biomedical Sciences Nagasaki Japan
| | - Taishi Harada
- Department of Medical Oncology Fukuchiyama City Hospital Kyoto Japan
| | - Osamu Hiranuma
- Department of Respiratory Medicine Otsu City Hospital Otsu Japan
| | - Yukina Shirai
- Department of Respiratory Medicine Juntendo University Tokyo Japan
| | - Takehito Shukuya
- Department of Respiratory Medicine Juntendo University Tokyo Japan
| | - Akihiro Nishiyama
- Division of Medical Oncology, Cancer Research Institute Kanazawa University Kanazawa Japan
| | - Yasuhiro Goto
- Department of Respiratory Medicine Fujita Health University School of Medicine Toyoake Japan
| | - Shinsuke Shiotsu
- Department of Respiratory Medicine Japanese Red Cross Kyoto Daiichi Hospital Kyoto Japan
| | - Kei Kunimasa
- Department of Thoracic Oncology Osaka International Cancer Institution Osaka Japan
| | - Kenji Morimoto
- Department of Pulmonary Medicine Graduate School of Medical Science, Kyoto Prefectural University of Medicine Kyoto Japan
| | - Yuki Katayama
- Department of Pulmonary Medicine Graduate School of Medical Science, Kyoto Prefectural University of Medicine Kyoto Japan
| | - Kenichi Suda
- Division of Thoracic Surgery, Department of Surgery Kindai University Faculty of Medicine Osaka Japan
| | - Tetsuya Mitsudomi
- Division of Thoracic Surgery, Department of Surgery Kindai University Faculty of Medicine Osaka Japan
| | - Seiji Yano
- Division of Medical Oncology, Cancer Research Institute Kanazawa University Kanazawa Japan
- Division of Thoracic Surgery, Department of Surgery Kindai University Faculty of Medicine Osaka Japan
- Department of Respiratory Medicine, Faculty of Medicine, Institute of Medical, Pharmaceutical, and Health Sciences Kanazawa University Kanazawa Japan
- WPI Nano Lifebiomarker Science Institute Kanazawa University Kanazawa Japan
| | | | | | - Koichi Takayama
- Department of Pulmonary Medicine Graduate School of Medical Science, Kyoto Prefectural University of Medicine Kyoto Japan
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40
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Noronha A, Belugali Nataraj N, Lee JS, Zhitomirsky B, Oren Y, Oster S, Lindzen M, Mukherjee S, Will R, Ghosh S, Simoni-Nieves A, Verma A, Chatterjee R, Borgoni S, Robinson W, Sinha S, Brandis A, Kerr DL, Wu W, Sekar A, Giri S, Chung Y, Drago-Garcia D, Danysh BP, Lauriola M, Fiorentino M, Ardizzoni A, Oren M, Blakely CM, Ezike J, Wiemann S, Parida L, Bivona TG, Aqeilan RI, Brugge JS, Regev A, Getz G, Ruppin E, Yarden Y. AXL and Error-Prone DNA Replication Confer Drug Resistance and Offer Strategies to Treat EGFR-Mutant Lung Cancer. Cancer Discov 2022; 12:2666-2683. [PMID: 35895872 PMCID: PMC9627128 DOI: 10.1158/2159-8290.cd-22-0111] [Citation(s) in RCA: 72] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 05/10/2022] [Accepted: 07/25/2022] [Indexed: 02/06/2023]
Abstract
Anticancer therapies have been limited by the emergence of mutations and other adaptations. In bacteria, antibiotics activate the SOS response, which mobilizes error-prone factors that allow for continuous replication at the cost of mutagenesis. We investigated whether the treatment of lung cancer with EGFR inhibitors (EGFRi) similarly engages hypermutators. In cycling drug-tolerant persister (DTP) cells and in EGFRi-treated patients presenting residual disease, we observed upregulation of GAS6, whereas ablation of GAS6's receptor, AXL, eradicated resistance. Reciprocally, AXL overexpression enhanced DTP survival and accelerated the emergence of T790M, an EGFR mutation typical to resistant cells. Mechanistically, AXL induces low-fidelity DNA polymerases and activates their organizer, RAD18, by promoting neddylation. Metabolomics uncovered another hypermutator, AXL-driven activation of MYC, and increased purine synthesis that is unbalanced by pyrimidines. Aligning anti-AXL combination treatments with the transition from DTPs to resistant cells cured patient-derived xenografts. Hence, similar to bacteria, tumors tolerate therapy by engaging pharmacologically targetable endogenous mutators. SIGNIFICANCE EGFR-mutant lung cancers treated with kinase inhibitors often evolve resistance due to secondary mutations. We report that in similarity to the bacterial SOS response stimulated by antibiotics, endogenous mutators are activated in drug-treated cells, and this heralds tolerance. Blocking the process prevented resistance in xenograft models, which offers new treatment strategies. This article is highlighted in the In This Issue feature, p. 2483.
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Affiliation(s)
- Ashish Noronha
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | | | - Joo Sang Lee
- Cancer Data Science Lab, NCI, NIH, Bethesda, Maryland.,Next-Gen Medicine Lab, School of Medicine and Department of Artificial Intelligence, Sungkyunkwan University, Suwon, Republic of Korea
| | | | - Yaara Oren
- Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, Massachusetts.,Department of Cell Biology, Harvard Medical School, Boston, Massachusetts
| | - Sara Oster
- Lautenberg Center for Immunology and Cancer Research, Institute for Medical Research Israel-Canada, Hebrew University-Hadassah Medical School, Jerusalem, Israel
| | - Moshit Lindzen
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Saptaparna Mukherjee
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Rainer Will
- Genomics and Proteomics Core Facility, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Soma Ghosh
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Arturo Simoni-Nieves
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Aakanksha Verma
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Rishita Chatterjee
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Simone Borgoni
- Division of Molecular Genome Analysis, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Sanju Sinha
- Cancer Data Science Lab, NCI, NIH, Bethesda, Maryland
| | - Alexander Brandis
- Life Sciences Core Facilities, Weizmann Institute of Science, Rehovot, Israel
| | - D. Lucas Kerr
- Department of Medicine, University of California, San Francisco, California
| | - Wei Wu
- Department of Medicine, University of California, San Francisco, California
| | - Arunachalam Sekar
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Suvendu Giri
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Youngmin Chung
- Next-Gen Medicine Lab, School of Medicine and Department of Artificial Intelligence, Sungkyunkwan University, Suwon, Republic of Korea
| | - Diana Drago-Garcia
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Brian P. Danysh
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Mattia Lauriola
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy
| | - Michelangelo Fiorentino
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy
| | - Andrea Ardizzoni
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy.,Medical Oncology IRCCS Azienda Ospedaliero, University of Bologna, Bologna, Italy
| | - Moshe Oren
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Collin M. Blakely
- Department of Medicine, University of California, San Francisco, California.,Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California
| | - Jideofor Ezike
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts.,Computational and Systems Biology Program, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Stefan Wiemann
- Division of Molecular Genome Analysis, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Laxmi Parida
- Thomas J. Watson Research Center, IBM Research, Yorktown Heights, New York
| | - Trever G. Bivona
- Department of Medicine, University of California, San Francisco, California.,Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California.,Department of Cellular and Molecular Pharmacology, University of California, San Francisco, California
| | - Rami I. Aqeilan
- Lautenberg Center for Immunology and Cancer Research, Institute for Medical Research Israel-Canada, Hebrew University-Hadassah Medical School, Jerusalem, Israel
| | - Joan S. Brugge
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts
| | - Aviv Regev
- Genentech Inc., South San Francisco, California
| | - Gad Getz
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts.,Cancer Center and Department of Pathology, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts
| | - Eytan Ruppin
- Cancer Data Science Lab, NCI, NIH, Bethesda, Maryland
| | - Yosef Yarden
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel.,Corresponding Author: Yosef Yarden, Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel. Phone: 972-8-934-3974; Fax: 972-8-934-2488; E-mail:
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41
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Alexa-Stratulat T, Pavel-Tanasa M, Cianga VA, Antoniu S. Immune senescence in non-small cell lung cancer management: therapeutic relevance, biomarkers, and mitigating approaches. Expert Rev Anticancer Ther 2022; 22:1197-1210. [PMID: 36270650 DOI: 10.1080/14737140.2022.2139242] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
INTRODUCTION Lung cancer and mainly non-small cell lung cancer (NSCLC) still remain a prevalent malignancy worldwide despite sustained screening approaches. Furthermore, a significant proportion of the cases are diagnosed at advanced stages when conservative therapy is often unsuccessful. Cell senescence is an endogenous antitumor weapon but when it is upregulated exerts opposite activities favoring tumor metastasizing and poor response to therapy. However, little is known about this dangerous relationship between cell senescence and NSCLC outcome or on potential approaches to mitigate its unfavorable consequences. AREAS COVERED We discuss cell senescence focusing on immune senescence, its cell and humoral effectors (namely immune senescence associated secretory phenotype-iSASP), its impact on NSCLC outcome, and its biomarkers. Senotherapeutics as mitigating approaches are also considered based on the availability of experimental data pertinent to NSCLC. EXPERT OPINION Characterization of NSCLC subsets in which immune senescence is a risk factor for poor prognosis and poor therapeutic response might be very helpful in supporting the addition of senotherapeutics to conventional cancer therapy. This approach has the potential to improve disease outcome but more studies in this area are necessary.
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Affiliation(s)
- Teodora Alexa-Stratulat
- Department of Medicine III-Oncology, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy, Iasi, Romania
| | - Mariana Pavel-Tanasa
- Department of Immunology, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy, Iasi, Romania
| | - Vlad-Andrei Cianga
- Department of Hematology, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy, Iasi, Romania
| | - Sabina Antoniu
- Department of Preventive Medicine and Interdisciplinarity, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy, Iasi, Romania
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NT157 exerts antineoplastic activity by targeting JNK and AXL signaling in lung cancer cells. Sci Rep 2022; 12:17092. [PMID: 36224313 PMCID: PMC9556623 DOI: 10.1038/s41598-022-21419-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 09/27/2022] [Indexed: 01/04/2023] Open
Abstract
Combination therapies or multi-targeted drugs have been pointed out as an option to prevent the emergence of resistant clones, which could make long-term treatment more effective and translate into better clinical outcomes for cancer patients. The NT157 compound is a synthetic tyrphostin that leads to long-term inhibition of IGF1R/IRS1-2-, STAT3- and AXL-mediated signaling pathways. Given the importance of these signaling pathways for the development and progression of lung cancer, this disease becomes an interesting model for generating preclinical evidence on the cellular and molecular mechanisms underlying the antineoplastic activity of NT157. In lung cancer cells, exposure to NT157 decreased, in a dose-dependent manner, cell viability, clonogenicity, cell cycle progression and migration, and induced apoptosis (p < 0.05). In the molecular scenario, NT157 reduced expression of IRS1 and AXL and phosphorylation of p38 MAPK, AKT, and 4EBP1. Besides, NT157 decreased expression of oncogenes BCL2, CCND1, MYB, and MYC and increased genes related to cellular stress and apoptosis, JUN, BBC3, CDKN1A, CDKN1B, FOS, and EGR1 (p < 0.05), favoring a tumor-suppressive cell signaling network in the context of lung cancer. Of note, JNK was identified as a key kinase for NT157-induced IRS1 and IRS2 phosphorylation, revealing a novel axis involved in the mechanism of action of the drug. NT157 also presented potentiating effects on EGFR inhibitors in lung cancer cells. In conclusion, our preclinical findings highlight NT157 as a putative prototype of a multitarget drug that may contribute to the antineoplastic arsenal against lung cancer.
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Rix LLR, Sumi NJ, Hu Q, Desai B, Bryant AT, Li X, Welsh EA, Fang B, Kinose F, Kuenzi BM, Chen YA, Antonia SJ, Lovly CM, Koomen JM, Haura EB, Marusyk A, Rix U. IGF-binding proteins secreted by cancer-associated fibroblasts induce context-dependent drug sensitization of lung cancer cells. Sci Signal 2022; 15:eabj5879. [PMID: 35973030 PMCID: PMC9528501 DOI: 10.1126/scisignal.abj5879] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Cancer-associated fibroblasts (CAFs) in the tumor microenvironment are often linked to drug resistance. Here, we found that coculture with CAFs or culture in CAF-conditioned medium unexpectedly induced drug sensitivity in certain lung cancer cell lines. Gene expression and secretome analyses of CAFs and normal lung-associated fibroblasts (NAFs) revealed differential abundance of insulin-like growth factors (IGFs) and IGF-binding proteins (IGFBPs), which promoted or inhibited, respectively, signaling by the receptor IGF1R and the kinase FAK. Similar drug sensitization was seen in gefitinib-resistant, EGFR-mutant PC9GR lung cancer cells treated with recombinant IGFBPs. Conversely, drug sensitivity was decreased by recombinant IGFs or conditioned medium from CAFs in which IGFBP5 or IGFBP6 was silenced. Phosphoproteomics and receptor tyrosine kinase (RTK) array analyses indicated that exposure of PC9GR cells to CAF-conditioned medium also inhibited compensatory IGF1R and FAK signaling induced by the EGFR inhibitor osimertinib. Combined small-molecule inhibition of IGF1R and FAK phenocopied the CAF-mediated effects in culture and increased the antitumor effect of osimertinib in mice. Cells that were osimertinib resistant and had MET amplification or showed epithelial-to-mesenchymal transition also displayed residual sensitivity to IGFBPs. Thus, CAFs promote or reduce drug resistance in a context-dependent manner, and deciphering the relationship between the differential content of CAF secretomes and the signaling dependencies of the tumor may reveal effective combination treatment strategies.
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Affiliation(s)
- Lily L. Remsing Rix
- Department of Drug Discovery, Moffitt Cancer Center, Tampa, Florida 33612, USA
| | - Natalia J. Sumi
- Department of Drug Discovery, Moffitt Cancer Center, Tampa, Florida 33612, USA.,Cancer Biology Ph.D. Program, University of South Florida, Tampa, FL 33620, USA
| | - Qianqian Hu
- Department of Drug Discovery, Moffitt Cancer Center, Tampa, Florida 33612, USA.,Cancer Biology Ph.D. Program, University of South Florida, Tampa, FL 33620, USA
| | - Bina Desai
- Department of Drug Discovery, Moffitt Cancer Center, Tampa, Florida 33612, USA.,Cancer Biology Ph.D. Program, University of South Florida, Tampa, FL 33620, USA
| | - Annamarie T. Bryant
- Department of Drug Discovery, Moffitt Cancer Center, Tampa, Florida 33612, USA
| | - Xueli Li
- Department of Drug Discovery, Moffitt Cancer Center, Tampa, Florida 33612, USA
| | - Eric A. Welsh
- Biostatistics and Bioinformatics Shared Resource, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Bin Fang
- Proteomics and Metabolomics Core, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
| | - Fumi Kinose
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
| | - Brent M. Kuenzi
- Department of Drug Discovery, Moffitt Cancer Center, Tampa, Florida 33612, USA.,Cancer Biology Ph.D. Program, University of South Florida, Tampa, FL 33620, USA
| | - Y. Ann Chen
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL 33612, USA,Department of Oncologic Sciences, University of South Florida, Tampa, FL 33620, USA
| | - Scott J. Antonia
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
| | - Christine M. Lovly
- Department of Medicine, Vanderbilt University Medical Center; Nashville, TN 37232, USA
| | - John M. Koomen
- Department of Oncologic Sciences, University of South Florida, Tampa, FL 33620, USA,Department of Molecular Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Eric B. Haura
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
| | - Andriy Marusyk
- Department of Oncologic Sciences, University of South Florida, Tampa, FL 33620, USA,Department of Cancer Physiology, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Uwe Rix
- Department of Drug Discovery, Moffitt Cancer Center, Tampa, Florida 33612, USA.,Department of Oncologic Sciences, University of South Florida, Tampa, FL 33620, USA,Corresponding author.
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Zhang Z, Zhang Y, Lao S, Qiu J, Pan Z, Feng X. The clinicopathological and prognostic significances of IGF-1R and Livin expression in patients with colorectal cancer. BMC Cancer 2022; 22:855. [PMID: 35931997 PMCID: PMC9354317 DOI: 10.1186/s12885-022-09961-y] [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: 04/02/2022] [Accepted: 07/31/2022] [Indexed: 11/12/2022] Open
Abstract
Background Colorectal cancer (CRC) is the third most common cancer worldwide. However, limited effective biomarkers are associated with the tumorigenesis and prognosis of CRC. Methods The present study identified potential signatures from The Cancer Genome Atlas (TCGA) database and further validated the identified biomarkers in CRC tissues by immunohistochemistry (IHC). Results The expression of insulin-like growth factor 1 receptor (IGF-1R) and Livin gene was significantly upregulated in CRC samples compared to the adjacent normal samples in the TCGA dataset. IHC indicated that IGF-1R and Livin protein levels are increased in CRC and adenoma tissues compared to normal tissues. Notably, the IGF-1R protein levels differed significantly between adenoma and CRC. The elevated IGF-1R and Livin expression was associated with CRC clinicopathological features, including age, gender, histological subtype, individual cancer stages, nodal metastasis, and TP53-mutant in TCGA. Additionally, the IGF-1R promoter methylation level was closely related to CRC. Consistent with the TCGA study, IHC indicated that overexpressed IGF-1R and Livin proteins were independent risk factors for stage and metastasis. A marked correlation was established between IGF-1R and Livin expression in CRC, while the survival map showed no significant correlation with CRC. Kaplan–Meier survival curves showed that CRC patients with high IGF-1R or Livin expression had a prolonged overall disease-free survival than those with low expression in TCGA. Conclusion IGF-1R and Livin are associated with CRC tumorigenesis and might be valuable for novel biomarker identification and targeted therapeutic strategy development. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-09961-y.
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Affiliation(s)
- Zhenling Zhang
- Department of Gastroenterology, the Second Hospital of Dalian Medical University, Dalian, 116023, China
| | - Yuxin Zhang
- Department of Gastroenterology, the Second Hospital of Dalian Medical University, Dalian, 116023, China
| | - Si Lao
- Department of Gastroenterology, the Second Hospital of Dalian Medical University, Dalian, 116023, China
| | - Jian Qiu
- Department of Gastroenterology, the Second Hospital of Dalian Medical University, Dalian, 116023, China
| | - Ziang Pan
- Department of Pathology, the Second Hospital of Dalian Medical University, Dalian, 116023, China
| | - Xiaoying Feng
- Department of Gastroenterology, the Second Hospital of Dalian Medical University, Dalian, 116023, China.
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Xie P, He L, Zhang Y. Analysis on the Efficacy of Bronchial Artery Chemoembolization Combined with 125I Seed Implantation in the Therapy of Advanced Non-Small-Cell Lung Cancer Based on the Medical Database. BIOMED RESEARCH INTERNATIONAL 2022; 2022:7376844. [PMID: 35782072 PMCID: PMC9249501 DOI: 10.1155/2022/7376844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 06/04/2022] [Indexed: 11/18/2022]
Abstract
Objective To investigate the use and the efficacy of bronchial artery chemoembolization combined with 125I seed implantation in advanced non-small-cell lung cancer (NSCLC) therapy based on the medical database. Methods A total of 102 patients with advanced NSCLC were randomly divided into two groups. The control group was treated with 125I seed implantation, and the observation group was treated with bronchial artery chemoembolization (BACE) combined with 125I seed implantation based on medical database. The clinical efficacy, carcinoembryonic antigen (CEA), cytokeratin 19 fragment antigen 21-1 (CYFRA21-1), glycan antigen 125 (CA125), peripheral blood CD3+, CD8+, CD4+/CD8+ T cells, insulin-like growth factor type 1 receptor (IGF-1R), S100 calcium-binding protein A2 (S100A2), long-term efficacy (time to disease progression, six-month survival rate, and one-year survival rate), and safety were then analyzed. Result The disease remission rate in the observation group was 62.75%, which was higher than that in the control group (41.18%). After 1 month and 3 months of treatment, the levels of serum CYFRA21-1, CEA, CA125, and IGF-1R were lower, while serum S100A2 was higher in the observation group than in the control group (P < 0.05). For safety assessment, we found that the incidences of neutropenia, thrombocytopenia, and gastrointestinal reactions had no statistical differences between two groups. The time to disease progression in the observation group was 129.85 d longer than that in the control group, 89.74 d, and the six-month survival rate and 1-year survival rate were higher in the observation group relative to the control group. Conclusion Medical database-based BACE combined with 125I seed implantation in the therapy of advanced NSCLC patients has definite efficacy with certain safety, which can enhance antitumor effect and prolong survival rate in advanced NSCLC patients.
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Affiliation(s)
- Peng Xie
- Sixth Medical Center of PLA General Hospital, Beijing 100048, China
| | - Lidong He
- Sixth Medical Center of PLA General Hospital, Beijing 100048, China
| | - Yan Zhang
- China-Japan Friendship Hospital, Beijing 100048, China
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Early Steps of Resistance to Targeted Therapies in Non-Small-Cell Lung Cancer. Cancers (Basel) 2022; 14:cancers14112613. [PMID: 35681591 PMCID: PMC9179469 DOI: 10.3390/cancers14112613] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 05/19/2022] [Accepted: 05/19/2022] [Indexed: 02/01/2023] Open
Abstract
Simple Summary Patients with lung cancer benefit from more effective treatments, such as targeted therapies, and the overall survival has increased in the past decade. However, the efficacy of targeted therapies is limited due to the emergence of resistance. Growing evidence suggests that resistances may arise from a small population of drug-tolerant persister (DTP) cells. Understanding the mechanisms underlying DTP survival is therefore crucial to develop therapeutic strategies to prevent the development of resistance. Herein, we propose an overview of the current scientific knowledge about the characterisation of DTP, and summarise the new therapeutic strategies that are tested to target these cells. Abstract Lung cancer is the leading cause of cancer-related deaths among men and women worldwide. Epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs) are effective therapies for advanced non-small-cell lung cancer (NSCLC) patients harbouring EGFR-activating mutations, but are not curative due to the inevitable emergence of resistances. Recent in vitro studies suggest that resistance to EGFR-TKI may arise from a small population of drug-tolerant persister cells (DTP) through non-genetic reprogramming, by entering a reversible slow-to-non-proliferative state, before developing genetically derived resistances. Deciphering the molecular mechanisms governing the dynamics of the drug-tolerant state is therefore a priority to provide sustainable therapeutic solutions for patients. An increasing number of molecular mechanisms underlying DTP survival are being described, such as chromatin and epigenetic remodelling, the reactivation of anti-apoptotic/survival pathways, metabolic reprogramming, and interactions with their micro-environment. Here, we review and discuss the existing proposed mechanisms involved in the DTP state. We describe their biological features, molecular mechanisms of tolerance, and the therapeutic strategies that are tested to target the DTP.
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Mahfoudhi E, Ricordel C, Lecuyer G, Mouric C, Lena H, Pedeux R. Preclinical Models for Acquired Resistance to Third-Generation EGFR Inhibitors in NSCLC: Functional Studies and Drug Combinations Used to Overcome Resistance. Front Oncol 2022; 12:853501. [PMID: 35463360 PMCID: PMC9023070 DOI: 10.3389/fonc.2022.853501] [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: 01/12/2022] [Accepted: 03/02/2022] [Indexed: 11/29/2022] Open
Abstract
Epidermal growth factor receptor (EGFR)-tyrosine kinase inhibitors (TKIs) are currently recommended as first-line treatment for advanced non-small-cell lung cancer (NSCLC) with EGFR-activating mutations. Third-generation (3rd G) EGFR-TKIs, including osimertinib, offer an effective treatment option for patients with NSCLC resistant 1st and 2nd EGFR-TKIs. However, the efficacy of 3rd G EGFR-TKIs is limited by acquired resistance that has become a growing clinical challenge. Several clinical and preclinical studies are being carried out to better understand the mechanisms of resistance to 3rd G EGFR-TKIs and have revealed various genetic aberrations associated with molecular heterogeneity of cancer cells. Studies focusing on epigenetic events are limited despite several indications of their involvement in the development of resistance. Preclinical models, established in most cases in a similar manner, have shown different prevalence of resistance mechanisms from clinical samples. Clinically identified mechanisms include EGFR mutations that were not identified in preclinical models. Thus, NRAS genetic alterations were not observed in patients but have been described in cell lines resistant to 3rd G EGFR-TKI. Mainly, resistance to 3rd G EGFR-TKI in preclinical models is related to the activation of alternative signaling pathways through tyrosine kinase receptor (TKR) activation or to histological and phenotypic transformations. Yet, preclinical models have provided some insight into the complex network between dominant drivers and associated events that lead to the emergence of resistance and consequently have identified new therapeutic targets. This review provides an overview of preclinical studies developed to investigate the mechanisms of acquired resistance to 3rd G EGFR-TKIs, including osimertinib and rociletinib, across all lines of therapy. In fact, some of the models described were first generated to be resistant to first- and second-generation EGFR-TKIs and often carried the T790M mutation, while others had never been exposed to TKIs. The review further describes the therapeutic opportunities to overcome resistance, based on preclinical studies.
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Affiliation(s)
- Emna Mahfoudhi
- Univ Rennes, Institut Nationale de la Santé et de la Recherche Médicale (INSERM), COSS (Chemistry Oncogenesis Stress Signaling), UMR_S 1242, Centre de Lutte Contre le Cancer (CLOC) Eugène Marquis, Rennes, France
| | - Charles Ricordel
- Univ Rennes, Institut Nationale de la Santé et de la Recherche Médicale (INSERM), COSS (Chemistry Oncogenesis Stress Signaling), UMR_S 1242, Centre de Lutte Contre le Cancer (CLOC) Eugène Marquis, Rennes, France.,Centre Hospitalier Universitaire de Rennes, Service de Pneumologie, Université de Rennes 1, Rennes, France
| | - Gwendoline Lecuyer
- Univ Rennes, Institut Nationale de la Santé et de la Recherche Médicale (INSERM), COSS (Chemistry Oncogenesis Stress Signaling), UMR_S 1242, Centre de Lutte Contre le Cancer (CLOC) Eugène Marquis, Rennes, France
| | - Cécile Mouric
- Univ Rennes, Institut Nationale de la Santé et de la Recherche Médicale (INSERM), COSS (Chemistry Oncogenesis Stress Signaling), UMR_S 1242, Centre de Lutte Contre le Cancer (CLOC) Eugène Marquis, Rennes, France
| | - Hervé Lena
- Univ Rennes, Institut Nationale de la Santé et de la Recherche Médicale (INSERM), COSS (Chemistry Oncogenesis Stress Signaling), UMR_S 1242, Centre de Lutte Contre le Cancer (CLOC) Eugène Marquis, Rennes, France.,Centre Hospitalier Universitaire de Rennes, Service de Pneumologie, Université de Rennes 1, Rennes, France
| | - Rémy Pedeux
- Univ Rennes, Institut Nationale de la Santé et de la Recherche Médicale (INSERM), COSS (Chemistry Oncogenesis Stress Signaling), UMR_S 1242, Centre de Lutte Contre le Cancer (CLOC) Eugène Marquis, Rennes, France
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48
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Wang X, Zhu Y, Xie Q. The promising role and prognostic value of miR-198 in human diseases. Am J Transl Res 2022; 14:2749-2766. [PMID: 35559396 PMCID: PMC9091110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Accepted: 04/06/2022] [Indexed: 06/15/2023]
Abstract
The importance of microRNAs (miRNAs or miRs) has attracted more and more attention. MiRNA is an approximately 22-nucleotide, single-stranded, non-coding RNA molecule that affects the expression of downstream target genes. MiRNAs regulate the occurrence and development of human diseases. The objective of this article is to explore the abnormal expression of miR-198 in a variety of human diseases. The relationships between abnormally expressed miR-198 and clinicopathological characteristics are also summarized. Its roles in various diseases and potential molecular mechanisms include involvement in many biological processes, such as cell cycle regulation, proliferation, invasion, migration, apoptosis, and drug resistance. The potential value of miR-198 for disease diagnosis, treatment, and especially, prognosis, are discussed. More in-depth research on miRNA will support the conversion from basic research to clinical applications of this molecule.
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Affiliation(s)
- Xiaoping Wang
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University Zhengzhou 450052, Henan, P. R. China
| | - Yanxia Zhu
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University Zhengzhou 450052, Henan, P. R. China
| | - Qiuli Xie
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University Zhengzhou 450052, Henan, P. R. China
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Zou Z, Ohta T, Miura F, Oki S. ChIP-Atlas 2021 update: a data-mining suite for exploring epigenomic landscapes by fully integrating ChIP-seq, ATAC-seq and Bisulfite-seq data. Nucleic Acids Res 2022; 50:W175-W182. [PMID: 35325188 PMCID: PMC9252733 DOI: 10.1093/nar/gkac199] [Citation(s) in RCA: 202] [Impact Index Per Article: 67.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 02/21/2022] [Accepted: 03/22/2022] [Indexed: 01/07/2023] Open
Abstract
ChIP-Atlas (https://chip-atlas.org) is a web service providing both GUI- and API-based data-mining tools to reveal the architecture of the transcription regulatory landscape. ChIP-Atlas is powered by comprehensively integrating all data sets from high-throughput ChIP-seq and DNase-seq, a method for profiling chromatin regions accessible to DNase. In this update, we further collected all the ATAC-seq and whole-genome bisulfite-seq data for six model organisms (human, mouse, rat, fruit fly, nematode, and budding yeast) with the latest genome assemblies. These together with ChIP-seq data can be visualized with the Peak Browser tool and a genome browser to explore the epigenomic landscape of a query genomic locus, such as its chromatin accessibility, DNA methylation status, and protein–genome interactions. This epigenomic landscape can also be characterized for multiple genes and genomic loci by querying with the Enrichment Analysis tool, which, for example, revealed that inflammatory bowel disease-associated SNPs are the most significantly hypo-methylated in neutrophils. Therefore, ChIP-Atlas provides a panoramic view of the whole epigenomic landscape. All datasets are free to download via either a simple button on the web page or an API.
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Affiliation(s)
- Zhaonan Zou
- Department of Drug Discovery Medicine, Kyoto University Graduate School of Medicine, 53 Shogoin Kawahara-cho, Sakyo-ku, Kyoto 606-8507, Japan.,Kyoto University Graduate Program for Medical Innovation, Yoshida-Konoe-cho, Sakyo-ku, Kyoto 606-8501, Japan.,Kyoto University Graduate Division, Yoshida-Nihonmatsu-cho, Sakyo-ku, Kyoto 606-8501, Japan
| | - Tazro Ohta
- Database Center for Life Science, Joint Support-Center for Data Science Research, Research Organization of Information and Systems, Yata 1111, Mishima, Shizuoka 411-8540, Japan
| | - Fumihito Miura
- Department of Biochemistry, Kyushu University Graduate School of Medical Sciences, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Shinya Oki
- Department of Drug Discovery Medicine, Kyoto University Graduate School of Medicine, 53 Shogoin Kawahara-cho, Sakyo-ku, Kyoto 606-8507, Japan.,Precursory Research for Embryonic Science and Technology, Japan Science and Technology Agency, 4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan
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50
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Tan L, Zhang J, Wang Y, Wang X, Wang Y, Zhang Z, Shuai W, Wang G, Chen J, Wang C, Ouyang L, Li W. Development of Dual Inhibitors Targeting Epidermal Growth Factor Receptor in Cancer Therapy. J Med Chem 2022; 65:5149-5183. [PMID: 35311289 DOI: 10.1021/acs.jmedchem.1c01714] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Epidermal growth factor receptor (EGFR) is of great significance in mediating cell signaling transduction and tumor behaviors. Currently, third-generation inhibitors of EGFR, especially osimertinib, are at the clinical frontier for the treatment of EGFR-mutant non-small-cell lung cancer (NSCLC). Regrettably, the rapidly developing drug resistance caused by EGFR mutations and the compensatory mechanism have largely limited their clinical efficacy. Given the synergistic effect between EGFR and other compensatory targets during tumorigenesis and tumor development, EGFR dual-target inhibitors are promising for their reduced risk of drug resistance, higher efficacy, lower dosage, and fewer adverse events than those of single-target inhibitors. Hence, we present the synergistic mechanism underlying the role of EGFR dual-target inhibitors against drug resistance, their structure-activity relationships, and their therapeutic potential. Most importantly, we emphasize the optimal target combinations and design strategies for EGFR dual-target inhibitors and provide some perspectives on new challenges and future directions in this field.
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Affiliation(s)
- Lun Tan
- Department of Respiratory and Critical Care Medicine, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China.,Targeted Tracer Research and Development Laboratory, Institute of Respiratory Health, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China.,Precision Medicine Key Laboratory of Sichuan Province and Precision Medicine Research Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China
| | - Jifa Zhang
- Department of Respiratory and Critical Care Medicine, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China.,Targeted Tracer Research and Development Laboratory, Institute of Respiratory Health, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China.,Precision Medicine Key Laboratory of Sichuan Province and Precision Medicine Research Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China
| | - Yuxi Wang
- Department of Respiratory and Critical Care Medicine, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China.,Targeted Tracer Research and Development Laboratory, Institute of Respiratory Health, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China.,Precision Medicine Key Laboratory of Sichuan Province and Precision Medicine Research Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China
| | - Xiye Wang
- Department of Respiratory and Critical Care Medicine, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China
| | - Yanyan Wang
- Department of Respiratory and Critical Care Medicine, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China
| | - Zhixiong Zhang
- Department of Respiratory and Critical Care Medicine, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China
| | - Wen Shuai
- Department of Respiratory and Critical Care Medicine, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China.,Targeted Tracer Research and Development Laboratory, Institute of Respiratory Health, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China.,Precision Medicine Key Laboratory of Sichuan Province and Precision Medicine Research Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China
| | - Guan Wang
- Department of Respiratory and Critical Care Medicine, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China
| | - Juncheng Chen
- Department of Respiratory and Critical Care Medicine, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China.,Targeted Tracer Research and Development Laboratory, Institute of Respiratory Health, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China.,Precision Medicine Key Laboratory of Sichuan Province and Precision Medicine Research Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China
| | - Chengdi Wang
- Department of Respiratory and Critical Care Medicine, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China.,Targeted Tracer Research and Development Laboratory, Institute of Respiratory Health, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China
| | - Liang Ouyang
- Department of Respiratory and Critical Care Medicine, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China.,Targeted Tracer Research and Development Laboratory, Institute of Respiratory Health, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China.,Precision Medicine Key Laboratory of Sichuan Province and Precision Medicine Research Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China
| | - Weimin Li
- Department of Respiratory and Critical Care Medicine, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China.,Targeted Tracer Research and Development Laboratory, Institute of Respiratory Health, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China.,Precision Medicine Key Laboratory of Sichuan Province and Precision Medicine Research Center, West China Hospital, Sichuan University, Chengdu, 610041 Sichuan, China
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