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Wang X, Lu Y, Chen S, Zhu Z, Fu Y, Zhang J, He J, Huang L, Luo L, Guo W, Xu Z, Xie Z, Xu X, Zhang Y, Ye F, Ma S. Discovery of a prominent dual-target DDR1/EGFR inhibitor aimed DDR1/EGFR-positive NSCLC. Bioorg Chem 2024; 149:107500. [PMID: 38823310 DOI: 10.1016/j.bioorg.2024.107500] [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: 03/16/2024] [Revised: 05/16/2024] [Accepted: 05/24/2024] [Indexed: 06/03/2024]
Abstract
This study aimed to develop the first dual-target small molecule inhibitor concurrently targeting Discoidin domain receptor 1 (DDR1) and Epidermal growth factor receptor (EGFR), which play a crucial interdependent roles in non-small cell lung cancer (NSCLC), demonstrating a synergistic inhibitory effect. A series of innovative dual-target inhibitors for DDR1 and EGFR were discovered. These compounds were designed and synthesized using structural optimization strategies based on the lead compound BZF02, employing 4,6-pyrimidine diamine as the core scaffold, followed by an investigation of their biological activities. Among these compounds, D06 was selected and showed micromolar enzymatic potencies against DDR1 and EGFR. Subsequently, compound D06 was observed to inhibit NSCLC cell proliferation and invasion. Demonstrating acceptable pharmacokinetic performance, compound D06 exhibited its anti-tumor activity in NSCLC PC-9/GR xenograft models without apparent toxicity or significant weight loss. These collective results showcase the successful synthesis of a potent dual-targeted inhibitor, suggesting the potential therapeutic efficacy of co-targeting DDR1 and EGFR for DDR1/EGFR-positive NSCLC.
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MESH Headings
- Humans
- ErbB Receptors/antagonists & inhibitors
- ErbB Receptors/metabolism
- Discoidin Domain Receptor 1/antagonists & inhibitors
- Discoidin Domain Receptor 1/metabolism
- Lung Neoplasms/drug therapy
- Lung Neoplasms/pathology
- Lung Neoplasms/metabolism
- Carcinoma, Non-Small-Cell Lung/drug therapy
- Carcinoma, Non-Small-Cell Lung/pathology
- Carcinoma, Non-Small-Cell Lung/metabolism
- Antineoplastic Agents/pharmacology
- Antineoplastic Agents/chemistry
- Antineoplastic Agents/chemical synthesis
- Cell Proliferation/drug effects
- Structure-Activity Relationship
- Protein Kinase Inhibitors/pharmacology
- Protein Kinase Inhibitors/chemistry
- Protein Kinase Inhibitors/chemical synthesis
- Animals
- Drug Screening Assays, Antitumor
- Molecular Structure
- Dose-Response Relationship, Drug
- Mice
- Drug Discovery
- Mice, Nude
- Neoplasms, Experimental/drug therapy
- Neoplasms, Experimental/pathology
- Neoplasms, Experimental/metabolism
- Cell Line, Tumor
- Mice, Inbred BALB C
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Affiliation(s)
- Xuebao Wang
- School of Public Health, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China; School of Pharmaceutical Science, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Ying Lu
- School of Pharmaceutical Science, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Siyu Chen
- School of Pharmaceutical Science, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Zhaojingtao Zhu
- School of Pharmaceutical Science, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Yanneng Fu
- School of Pharmaceutical Science, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Jinxia Zhang
- School of Pharmaceutical Science, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Jiale He
- School of Public Health, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Lu Huang
- School of Public Health, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Lihong Luo
- School of Public Health, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Weiting Guo
- School of Public Health, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Zhouyang Xu
- School of Pharmaceutical Science, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Zixin Xie
- School of Pharmaceutical Science, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Xuemei Xu
- Department of Pharmacy, Wenzhou Hospital of Integrated Traditional Chinese and Western Medicine, Wenzhou, Zhejiang 325035, China.
| | - Yuan Zhang
- School of Pharmaceutical Science, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China.
| | - Faqing Ye
- School of Pharmaceutical Science, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China.
| | - Shumei Ma
- School of Public Health, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China; South Zhejiang Institute of Radiation Medicine and Nuclear Technology, Wenzhou, Zhejiang 325035, China.
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Verma S, Magazzù G, Eftekhari N, Lou T, Gilhespy A, Occhipinti A, Angione C. Cross-attention enables deep learning on limited omics-imaging-clinical data of 130 lung cancer patients. CELL REPORTS METHODS 2024; 4:100817. [PMID: 38981473 DOI: 10.1016/j.crmeth.2024.100817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 04/18/2024] [Accepted: 06/17/2024] [Indexed: 07/11/2024]
Abstract
Deep-learning tools that extract prognostic factors derived from multi-omics data have recently contributed to individualized predictions of survival outcomes. However, the limited size of integrated omics-imaging-clinical datasets poses challenges. Here, we propose two biologically interpretable and robust deep-learning architectures for survival prediction of non-small cell lung cancer (NSCLC) patients, learning simultaneously from computed tomography (CT) scan images, gene expression data, and clinical information. The proposed models integrate patient-specific clinical, transcriptomic, and imaging data and incorporate Kyoto Encyclopedia of Genes and Genomes (KEGG) and Reactome pathway information, adding biological knowledge within the learning process to extract prognostic gene biomarkers and molecular pathways. While both models accurately stratify patients in high- and low-risk groups when trained on a dataset of only 130 patients, introducing a cross-attention mechanism in a sparse autoencoder significantly improves the performance, highlighting tumor regions and NSCLC-related genes as potential biomarkers and thus offering a significant methodological advancement when learning from small imaging-omics-clinical samples.
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Affiliation(s)
- Suraj Verma
- School of Computing, Engineering and Digital Technologies, Teesside University, Middlesbrough, UK
| | | | | | - Thai Lou
- Gateshead Health NHS Foundation Trust, Gateshead, UK
| | - Alex Gilhespy
- South Tyneside and Sunderland NHS Foundation Trust, Sunderland, UK
| | - Annalisa Occhipinti
- School of Computing, Engineering and Digital Technologies, Teesside University, Middlesbrough, UK; Centre for Digital Innovation, Teesside University, Middlesbrough, UK; National Horizons Centre, Teesside University, Darlington, UK
| | - Claudio Angione
- School of Computing, Engineering and Digital Technologies, Teesside University, Middlesbrough, UK; Centre for Digital Innovation, Teesside University, Middlesbrough, UK; National Horizons Centre, Teesside University, Darlington, UK.
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Ikliptikawati DK, Makiyama K, Hazawa M, Wong RW. Unlocking the Gateway: The Spatio-Temporal Dynamics of the p53 Family Driven by the Nuclear Pores and Its Implication for the Therapeutic Approach in Cancer. Int J Mol Sci 2024; 25:7465. [PMID: 39000572 PMCID: PMC11242911 DOI: 10.3390/ijms25137465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 07/03/2024] [Accepted: 07/04/2024] [Indexed: 07/16/2024] Open
Abstract
The p53 family remains a captivating focus of an extensive number of current studies. Accumulating evidence indicates that p53 abnormalities rank among the most prevalent in cancer. Given the numerous existing studies, which mostly focus on the mutations, expression profiles, and functional perturbations exhibited by members of the p53 family across diverse malignancies, this review will concentrate more on less explored facets regarding p53 activation and stabilization by the nuclear pore complex (NPC) in cancer, drawing on several studies. p53 integrates a broad spectrum of signals and is subject to diverse regulatory mechanisms to enact the necessary cellular response. It is widely acknowledged that each stage of p53 regulation, from synthesis to degradation, significantly influences its functionality in executing specific tasks. Over recent decades, a large body of data has established that mechanisms of regulation, closely linked with protein activation and stabilization, involve intricate interactions with various cellular components. These often transcend canonical regulatory pathways. This new knowledge has expanded from the regulation of genes themselves to epigenomics and proteomics, whereby interaction partners increase in number and complexity compared with earlier paradigms. Specifically, studies have recently shown the involvement of the NPC protein in such complex interactions, underscoring the further complexity of p53 regulation. Furthermore, we also discuss therapeutic strategies based on recent developments in this field in combination with established targeted therapies.
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Affiliation(s)
- Dini Kurnia Ikliptikawati
- Cell-Bionomics Research Unit, Innovative Integrated Bio-Research Core, Institute for Frontier Science Initiative, Kanazawa University, Kakuma-machi, Kanazawa 9201192, Japan;
| | - Kei Makiyama
- Laboratory of Molecular Cell Biology, Division of Transdisciplinary Sciences, Graduate School of Frontier Science Initiative, Kanazawa University, Kakuma-machi, Kanazawa 9201192, Japan
| | - Masaharu Hazawa
- Cell-Bionomics Research Unit, Innovative Integrated Bio-Research Core, Institute for Frontier Science Initiative, Kanazawa University, Kakuma-machi, Kanazawa 9201192, Japan;
- Laboratory of Molecular Cell Biology, Division of Transdisciplinary Sciences, Graduate School of Frontier Science Initiative, Kanazawa University, Kakuma-machi, Kanazawa 9201192, Japan
- WPI Nano Life Science Institute (WPI-NanoLSI), Kanazawa University, Kakuma-machi, Kanazawa 9201192, Japan
| | - Richard W. Wong
- Cell-Bionomics Research Unit, Innovative Integrated Bio-Research Core, Institute for Frontier Science Initiative, Kanazawa University, Kakuma-machi, Kanazawa 9201192, Japan;
- Laboratory of Molecular Cell Biology, Division of Transdisciplinary Sciences, Graduate School of Frontier Science Initiative, Kanazawa University, Kakuma-machi, Kanazawa 9201192, Japan
- WPI Nano Life Science Institute (WPI-NanoLSI), Kanazawa University, Kakuma-machi, Kanazawa 9201192, Japan
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Hernando-Calvo A, Rossi A, Vieito M, Voest E, Garralda E. Agnostic drug development revisited. Cancer Treat Rev 2024; 128:102747. [PMID: 38763053 DOI: 10.1016/j.ctrv.2024.102747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2023] [Revised: 04/20/2024] [Accepted: 04/25/2024] [Indexed: 05/21/2024]
Abstract
The advent of molecular profiling and the generalization of next generation sequencing in oncology has enabled the identification of patients who could benefit from targeted agents. Since the tumor-agnostic approval of pembrolizumab for patients with MSI-High tumors in 2017, different molecularly-guided therapeutics have been awarded approvals and progressively incorporated in the treatment landscape across multiple tumor types. As the number of tumor-agnostic targets considered druggable expands in the clinic, novel challenges will reshape the drug development field involving all the stakeholders in oncology. In this review, we provide an overview of current tumor-agnostic approvals and discuss promising candidate therapeutics for tumor-agnostic designation and challenges for their broad implementation.
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Affiliation(s)
- Alberto Hernando-Calvo
- Department of Medical Oncology, Vall d́Hebron Barcelona Hospital Campus, Barcelona, Spain; Vall d́Hebron Institute of Oncology, Barcelona, Spain
| | - Alice Rossi
- Vall d́Hebron Institute of Oncology, Barcelona, Spain
| | - Maria Vieito
- Department of Medical Oncology, Vall d́Hebron Barcelona Hospital Campus, Barcelona, Spain; Vall d́Hebron Institute of Oncology, Barcelona, Spain
| | - Emile Voest
- Department of Molecular Oncology and Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands; Oncode Institute, Utrecht, the Netherlands
| | - Elena Garralda
- Department of Medical Oncology, Vall d́Hebron Barcelona Hospital Campus, Barcelona, Spain; Vall d́Hebron Institute of Oncology, Barcelona, Spain.
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Nie D, Ma H, Huang G, Zhao T, Li W. Knowledge, Attitudes, and Practices of Physicians Regarding Targeted Drug Therapy for Lung Cancer. Int J Gen Med 2024; 17:2681-2689. [PMID: 38883701 PMCID: PMC11178084 DOI: 10.2147/ijgm.s465079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 05/28/2024] [Indexed: 06/18/2024] Open
Abstract
Purpose This study aimed to examine the KAP of physicians regarding targeted drug therapy for lung cancer in China. Methods This cross-sectional study enrolled physicians working in hospitals in Nanyang. A self-administered questionnaire was developed (Cronbach's α=0.912) to collect the demographic information and KAP. Results This study included 191 valid questionnaires. Most participants were male (70.2%) and aged 36-50 (55.5%). The median knowledge score was 29 (24-31) (/36, 80.6%), the mean attitude score was 42 (39-44) (/50, 84.0%), and the mean practice score was 28 (26-29) (/30, 93.3%), indicating sufficient knowledge, positive attitudes, and proactive practice. The female gender (OR=5.291, 95% CI: 1.426-19.634, P=0.013), working in non-public tertiary hospitals (OR=0.053, 95% CI: 0.008-0.360, P=0.003), and working in medical oncology (OR=10.764, 95% CI: 2.638-43.922, P=0.001) were independently associated with adequate knowledge. Only the knowledge scores (OR=1.121, 95% CI: 1.036-1.212, P=0.004) were independently associated with a positive attitude. Only the attitude scores (OR=1.895, 95% CI: 1.333-2.694, P<0.001) were independently associated with proactive practice. Conclusion Physicians working in thoracic surgery, respiratory medicine, or medical oncology displayed sufficient knowledge, positive attitude, and proactive practice toward targeted therapy for lung cancer.
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Affiliation(s)
- Di Nie
- Thoracic Surgery Department, The First Affiliated Hospital of Nanyang Medical College, Nanyang, People's Republic of China
- Graduate Division Department, Xinxiang Medical University, Xinxiang, Chian
| | - Haozhi Ma
- Thoracic Surgery Department, The First Affiliated Hospital of Nanyang Medical College, Nanyang, People's Republic of China
- Graduate Division Department, Xinxiang Medical University, Xinxiang, Chian
| | - Guosheng Huang
- Thoracic Surgery Department, The First Affiliated Hospital of Nanyang Medical College, Nanyang, People's Republic of China
| | - Tianzeng Zhao
- Thoracic Surgery Department, The First Affiliated Hospital of Nanyang Medical College, Nanyang, People's Republic of China
| | - Wenxian Li
- Thoracic Surgery Department, The First Affiliated Hospital of Nanyang Medical College, Nanyang, People's Republic of China
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Phillips WJ, Leighl NB, Blais N, Wheatley-Price P. Traitement ciblé oral contre le cancer du poumon non à petites cellules. CMAJ 2024; 196:E770-E774. [PMID: 38857934 PMCID: PMC11173651 DOI: 10.1503/cmaj.231562-f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2024] Open
Affiliation(s)
- William J Phillips
- Département de médecine (Phillips, Wheatley-Price), Université d'Ottawa, Ottawa, Ont.; Département de médecine (Leighl), Centre de cancérologie Princess Margaret, Université de Toronto, Toronto, Ont.; Département de médecine (Blais), Centre hospitalier de l'Université de Montréal, Université de Montréal, Montréal, Qc; Institut de recherche de l'hôpital d'Ottawa (Wheatley-Price), Ottawa, Ont
| | - Natasha B Leighl
- Département de médecine (Phillips, Wheatley-Price), Université d'Ottawa, Ottawa, Ont.; Département de médecine (Leighl), Centre de cancérologie Princess Margaret, Université de Toronto, Toronto, Ont.; Département de médecine (Blais), Centre hospitalier de l'Université de Montréal, Université de Montréal, Montréal, Qc; Institut de recherche de l'hôpital d'Ottawa (Wheatley-Price), Ottawa, Ont
| | - Normand Blais
- Département de médecine (Phillips, Wheatley-Price), Université d'Ottawa, Ottawa, Ont.; Département de médecine (Leighl), Centre de cancérologie Princess Margaret, Université de Toronto, Toronto, Ont.; Département de médecine (Blais), Centre hospitalier de l'Université de Montréal, Université de Montréal, Montréal, Qc; Institut de recherche de l'hôpital d'Ottawa (Wheatley-Price), Ottawa, Ont
| | - Paul Wheatley-Price
- Département de médecine (Phillips, Wheatley-Price), Université d'Ottawa, Ottawa, Ont.; Département de médecine (Leighl), Centre de cancérologie Princess Margaret, Université de Toronto, Toronto, Ont.; Département de médecine (Blais), Centre hospitalier de l'Université de Montréal, Université de Montréal, Montréal, Qc; Institut de recherche de l'hôpital d'Ottawa (Wheatley-Price), Ottawa, Ont.
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7
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Yang J, Yang W, Zhang J, Huang A, Yin S, Zhang H, Luo Z, Li X, Chen Y, Ma L, Wang C. Non-small cell lung cancer and metabolism research from 2013 to 2023: a visual analysis and bibliometric study. Front Oncol 2024; 14:1322090. [PMID: 38863621 PMCID: PMC11165026 DOI: 10.3389/fonc.2024.1322090] [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: 10/15/2023] [Accepted: 05/13/2024] [Indexed: 06/13/2024] Open
Abstract
Background As one of the most prevalent primary lung tumors, non-small cell lung cancer (NSCLC) has garnered considerable research interest due to its high metastasis rates and poor prognosis outcomes. Across different cancer types, metabolic processes are required for tumors progression and growth, thus interfering with such processes in NSCLC may therapeutically viable for limiting/halting disease progression. Therefore, comprehending how metabolic processes contribute to growth and survival mechanisms in cancers, including NSCLC, may elucidate key functions underpinning tumor cell metabolism. However, no bibliometric analyses have been published in this field, therefore we address this knowledge gap here. Methods Between 2013 and 2023 (December 28th), articles related to the NSCLC and metabolism (NSCLC-Met) field were retrieved from the Web of Science Core Collection (WoSCC). To fully dissect NSCLC-Met research directions and articles, we used the Bibliometrix package in R, VOSviewer and CiteSpace software to visually represent global trends and hotspots. Results Between 2013 and 2023, 2,246 NSCLC-Met articles were retrieved, with a continuous upward trend and rapid development observed year on year. Cancers published the most articles, with Cancer Research recording the highest average citation numbers. Zhang Li from China was the most prolific author, but the highest number of authors came from the USA. China, USA, and Italy were the top three countries with the highest number of published articles, with close cooperation identified between countries. Recent hotspots and research directions were reflected by "lung adenocarcinoma", "immunotherapy", "nivolumab", "checkpoint inhibitors", "blockade", and "pembrolizumab", while "gut microbiome", "egfr" and "dose painting" were important topics for researchers. Conclusion From our analyses, scientists can now explore new hotspots and research directions in the NSCLC-Met field. Further in-depth research in this field will undoubtedly provide more new insights on disease diagnostics, treatment, and prognostics.
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Affiliation(s)
- Jin Yang
- Department of Pathology, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
- Department of Pathology, General Hospital of Western Theater Command, Chengdu, China
| | - Wei Yang
- Affiliated Hospital of Southwest Jiaotong University, General Hospital of Western Theater Command, Chengdu, China
- Department of Pulmonary and Critical Care Medicine, General Hospital of Western Theater Command, Chengdu, China
| | - Jie Zhang
- Department of Library, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Aiping Huang
- Department of Pathology, General Hospital of Western Theater Command, Chengdu, China
| | - Shiyuan Yin
- Department of Pathology, General Hospital of Western Theater Command, Chengdu, China
| | - Hua Zhang
- Department of Pathology, General Hospital of Western Theater Command, Chengdu, China
| | - Zongrui Luo
- Department of Pathology, General Hospital of Western Theater Command, Chengdu, China
- Department of Pathology, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Xiaojuan Li
- Department of Pathology, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
- Department of Human Resource, Yibin Sixth People’s Hospital, Yibin, China
| | - Yihua Chen
- Department of Pathology, General Hospital of Western Theater Command, Chengdu, China
| | - Lijie Ma
- Department of Pathology, General Hospital of Western Theater Command, Chengdu, China
| | - Chao Wang
- Department of Pathology, General Hospital of Western Theater Command, Chengdu, China
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Mu H, Yang X, Li Y, Zhou B, Liu L, Zhang M, Wang Q, Chen Q, Yan L, Sun W, Pan G. Three-year follow-up study reveals improved survival rate in NSCLC patients underwent guideline-concordant diagnosis and treatment. Front Oncol 2024; 14:1382197. [PMID: 38863625 PMCID: PMC11165022 DOI: 10.3389/fonc.2024.1382197] [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: 02/19/2024] [Accepted: 05/15/2024] [Indexed: 06/13/2024] Open
Abstract
Background No studies in China have assessed the guideline-concordance level of the first-course of non-small cell lung cancer (NSCLC) diagnosis and treatment and its relationship with survival. This study comprehensively assesses the current status of guideline-concordant diagnosis (GCD) and guideline-concordant treatment (GCT) of NSCLC in China and explores its impact on survival. Methods First course diagnosis and treatment data for NSCLC patients in Liaoning, China in 2017 and 2018 (n=1828) were used and classified by whether they underwent GCD and GCT according to Chinese Society of Clinical Oncology (CSCO) guidelines. Pearson's chi-squared test was used to determine unadjusted associations between categorical variables of interest. Logistic models were constructed to identify variables associated with GCD and GCT. Kaplan-Meier analysis and log-rank tests were used to estimate and compare 3-year survival rates. Multivariate Cox proportional risk models were constructed to assess the risk of cancer mortality associated with guideline-concordant diagnosis and treatment. Results Of the 1828 patients we studied, 48.1% underwent GCD, and 70.1% underwent GCT. The proportions of patients who underwent both GCD and GCT, GCD alone, GCT alone and neither GCD nor GCT were 36.7%, 11.4%, 33.5% and 18.4%, respectively. Patients in advanced stage and non-oncology hospitals were significantly less likely to undergo GCD and GCT. Compared with those who underwent neither GCD nor GCT, patients who underwent both GCD and GCT, GCD alone and GCT alone had 35.2%, 26.7% and 35.7% higher 3-year survival rates; the adjusted lung cancer mortality risk significantly decreased by 29% (adjusted hazard ratio[aHR], 0.71; 95% CI, 0.53-0.95), 29% (aHR, 0.71; 95% CI, 0.50-1.00) and 32% (aHR, 0.68; 95% CI, 0.51-0.90). Conclusion The 3-year risk of death is expected to be reduced by 29% if patients with NSCLC undergo both GCD and GCT. There is a need to establish an oncology diagnosis and treatment data management platform in China to monitor, evaluate, and promote the use of clinical practice guidelines in healthcare settings.
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Affiliation(s)
- Huijuan Mu
- Institute of Preventive Medicine, China Medical University, Shenyang, China
- Institute of Chronic Diseases, Liaoning Provincial Center for Disease Control and Prevention, Shenyang, China
| | - Xing Yang
- Institute of Preventive Medicine, China Medical University, Shenyang, China
- Research Center for Universal Health, School of Public Health, China Medical University, Shenyang, China
| | - Yanxia Li
- Institute of Chronic Diseases, Liaoning Provincial Center for Disease Control and Prevention, Shenyang, China
| | - Bingzheng Zhou
- Research Center for Universal Health, School of Public Health, China Medical University, Shenyang, China
- Department of Orthopaedic Surgery and Sports Medicine, Shengjing Hospital of China Medical University, Shenyang, China
| | - Li Liu
- Institute of Preventive Medicine, China Medical University, Shenyang, China
- Institute of Chronic Diseases, Liaoning Provincial Center for Disease Control and Prevention, Shenyang, China
| | - Minmin Zhang
- Institute of Preventive Medicine, China Medical University, Shenyang, China
- Research Center for Universal Health, School of Public Health, China Medical University, Shenyang, China
| | - Qihao Wang
- Institute of Preventive Medicine, China Medical University, Shenyang, China
- Research Center for Universal Health, School of Public Health, China Medical University, Shenyang, China
| | - Qian Chen
- Institute of Preventive Medicine, China Medical University, Shenyang, China
- Research Center for Universal Health, School of Public Health, China Medical University, Shenyang, China
| | - Lingjun Yan
- Institute of Preventive Medicine, China Medical University, Shenyang, China
- Research Center for Universal Health, School of Public Health, China Medical University, Shenyang, China
| | - Wei Sun
- Institute of Preventive Medicine, China Medical University, Shenyang, China
- Research Center for Universal Health, School of Public Health, China Medical University, Shenyang, China
| | - Guowei Pan
- Institute of Preventive Medicine, China Medical University, Shenyang, China
- Research Center for Universal Health, School of Public Health, China Medical University, Shenyang, China
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Phillips WJ, Leighl NB, Blais N, Wheatley-Price P. Oral targeted therapy for the treatment of non-small cell lung carcinoma. CMAJ 2024; 196:E558-E561. [PMID: 38684283 PMCID: PMC11057882 DOI: 10.1503/cmaj.231562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2024] Open
Affiliation(s)
- William J Phillips
- Department of Medicine (Phillips, Wheatley-Price), University of Ottawa, Ottawa, Ont.; Department of Medicine (Leighl), Princess Margaret Cancer Centre, University of Toronto, Toronto, Ont.; Department of Medicine (Blais), Centre hospitalier de l'Université de Montréal, University of Montreal, Montréal, Que.; the Ottawa Hospital Research Institute (Wheatley-Price), Ottawa, Ont
| | - Natasha B Leighl
- Department of Medicine (Phillips, Wheatley-Price), University of Ottawa, Ottawa, Ont.; Department of Medicine (Leighl), Princess Margaret Cancer Centre, University of Toronto, Toronto, Ont.; Department of Medicine (Blais), Centre hospitalier de l'Université de Montréal, University of Montreal, Montréal, Que.; the Ottawa Hospital Research Institute (Wheatley-Price), Ottawa, Ont
| | - Normand Blais
- Department of Medicine (Phillips, Wheatley-Price), University of Ottawa, Ottawa, Ont.; Department of Medicine (Leighl), Princess Margaret Cancer Centre, University of Toronto, Toronto, Ont.; Department of Medicine (Blais), Centre hospitalier de l'Université de Montréal, University of Montreal, Montréal, Que.; the Ottawa Hospital Research Institute (Wheatley-Price), Ottawa, Ont
| | - Paul Wheatley-Price
- Department of Medicine (Phillips, Wheatley-Price), University of Ottawa, Ottawa, Ont.; Department of Medicine (Leighl), Princess Margaret Cancer Centre, University of Toronto, Toronto, Ont.; Department of Medicine (Blais), Centre hospitalier de l'Université de Montréal, University of Montreal, Montréal, Que.; the Ottawa Hospital Research Institute (Wheatley-Price), Ottawa, Ont.
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Xu Z, Zhou H, Luo Y, Li N, Chen S. Bioinformatics analysis and validation of CSRNP1 as a key prognostic gene in non-small cell lung cancer. Heliyon 2024; 10:e28412. [PMID: 38560128 PMCID: PMC10979096 DOI: 10.1016/j.heliyon.2024.e28412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 03/18/2024] [Accepted: 03/18/2024] [Indexed: 04/04/2024] Open
Abstract
Cysteine and serine-rich nuclear protein 1 (CSRNP1) has shown prognostic significance in various cancers, but its role in non-small cell lung cancer (NSCLC) remains elusive. We investigated CSRNP1 expression in NSCLC cases using bioinformatics tools from the GEO public repository and validated our findings through RT-qPCR in tumor and adjacent normal tissues. KEGG and GO enrichment analyses were employed to unveil the significant deregulation in signaling pathways. Additionally, clinical significance of CSRNP1 in NSCLC was determined through receiver operating curve (ROC) analysis, and its impact on survival was assessed using Kaplan-Meier analysis. To explore the functional impact of CSRNP1, we silenced its expression in NSCLC cells and assessed the effects on cell viability, migration, and invasion using MTT, Transwell, and wound-healing assays, respectively. Additionally, we investigated the influence of CSRNP1 silencing on the phosphorylation patterns of critical signaling proteins such as p53, p-Akt, and p-MDM2. Our results demonstrated significantly lower CSRNP1 expression in NSCLC tumor tissues (P < 0.01). ROC analysis indicated that NSCLC patients with high CSRNP1 expression exhibited extended overall survival and disease-free survival. Furthermore, CSRNP1 silencing promoted NSCLC cells viability, migration, and invasion (P < 0.05). Mechanistically, CSRNP1 silencing led to increased phosphorylation of AKT and MDM2, along with a concurrent reduction in p53 protein expression, suggesting its impact on NSCLC through deregulated cell cycle processes. In conclusion, our study underscores the significance of CSRNP1 in NSCLC pathogenesis, offering insights for targeted therapeutic interventions of NSCLC.
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Affiliation(s)
- Zhongneng Xu
- Department of Thoracic Surgery, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Huai'an, Jiangsu, 223300, China
| | - Hao Zhou
- Department of Thoracic Surgery, Guanyun People's Hospital, Guanyun, Sichuan, 222299, China
| | - Yonggang Luo
- Department of Thoracic Surgery, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Huai'an, Jiangsu, 223300, China
| | - Nunu Li
- Department of Sanatorium 1, Air Force Health Care Center for Special Service Hangzhou Sanatorium 5, Hangzhou, Zhejiang, 310002, China
| | - Sheng Chen
- Department of Thoracic Surgery, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Huai'an, Jiangsu, 223300, China
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11
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Li J, Lim JYS, Eu JQ, Chan AKMH, Goh BC, Wang L, Wong ALA. Reactive Oxygen Species Modulation in the Current Landscape of Anticancer Therapies. Antioxid Redox Signal 2024. [PMID: 38445392 DOI: 10.1089/ars.2023.0445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/07/2024]
Abstract
Significance: Reactive oxygen species (ROS) are generated during mitochondrial oxidative metabolism, and are tightly controlled through homeostatic mechanisms to maintain intracellular redox, regulating growth and proliferation in healthy cells. However, ROS production is perturbed in cancers where abnormal accumulation of ROS leads to oxidative stress and genomic instability, triggering oncogenic signaling pathways on one hand, while increasing oxidative damage and triggering ROS-dependent death signaling on the other. Recent Advances: Our review illuminates how critical interactions between ROS and oncogenic signaling, the tumor microenvironment, and DNA damage response (DDR) pathways have led to interest in ROS modulation as a means of enhancing existing anticancer strategies and developing new therapeutic opportunities. Critical Issues: ROS equilibrium exists via a delicate balance of pro-oxidant and antioxidant species within cells. "Antioxidant" approaches have been explored mainly in the form of chemoprevention, but there is insufficient evidence to advocate its routine application. More progress has been made via the "pro-oxidant" approach of targeting cancer vulnerabilities and inducing oxidative stress. Various therapeutic modalities have employed this approach, including direct ROS-inducing agents, chemotherapy, targeted therapies, DDR therapies, radiotherapy, and immunotherapy. Finally, emerging delivery systems such as "nanosensitizers" as radiotherapy enhancers are currently in development. Future Directions: While approaches designed to induce ROS have shown considerable promise in selectively targeting cancer cells and dealing with resistance to conventional therapies, most are still in early phases of development and challenges remain. Further research should endeavor to refine treatment strategies, optimize drug combinations, and identify predictive biomarkers of ROS-based cancer therapies.
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Affiliation(s)
- Jiaqi Li
- Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
| | | | - Jie Qing Eu
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | | | - Boon Cher Goh
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- NUS Centre for Cancer Research (N2CR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Lingzhi Wang
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- NUS Centre for Cancer Research (N2CR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Andrea Li-Ann Wong
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
- NUS Centre for Cancer Research (N2CR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Department of Haematology-Oncology, National University Cancer Institute, Singapore, Singapore
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12
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Wen J, Yu JZ, Liu C, Ould Ismail AAO, Ma W. Exploring the Molecular Tumor Microenvironment and Translational Biomarkers in Brain Metastases of Non-Small-Cell Lung Cancer. Int J Mol Sci 2024; 25:2044. [PMID: 38396722 PMCID: PMC10889194 DOI: 10.3390/ijms25042044] [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: 12/05/2023] [Revised: 01/17/2024] [Accepted: 02/01/2024] [Indexed: 02/25/2024] Open
Abstract
Brain metastases represent a significant clinical challenge in the treatment of non-small-cell lung cancer (NSCLC), often leading to a severe decline in patient prognosis and survival. Recent advances in imaging and systemic treatments have increased the detection rates of brain metastases, yet clinical outcomes remain dismal due to the complexity of the metastatic tumor microenvironment (TME) and the lack of specific biomarkers for early detection and targeted therapy. The intricate interplay between NSCLC tumor cells and the surrounding TME in brain metastases is pivotal, influencing tumor progression, immune evasion, and response to therapy. This underscores the necessity for a deeper understanding of the molecular underpinnings of brain metastases, tumor microenvironment, and the identification of actionable biomarkers that can inform multimodal treatment approaches. The goal of this review is to synthesize current insights into the TME and elucidate molecular mechanisms in NSCLC brain metastases. Furthermore, we will explore the promising horizon of emerging biomarkers, both tissue- and liquid-based, that hold the potential to radically transform the treatment strategies and the enhancement of patient outcomes.
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Affiliation(s)
- Jiexi Wen
- Department of Pathology and Laboratory Medicine, Dartmouth-Hitchcock Medical Center, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
| | - Jie-Zeng Yu
- Division of Hematology/Oncology, Department of Medicine, University of California at San Francisco, San Francisco, CA 94143, USA
| | - Catherine Liu
- School of Medicine and Dentistry, University of Rochester, Rochester, NY 14642, USA
| | - A. Aziz O. Ould Ismail
- Department of Pathology and Laboratory Medicine, Dartmouth-Hitchcock Medical Center, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
| | - Weijie Ma
- Department of Pathology and Laboratory Medicine, Dartmouth-Hitchcock Medical Center, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
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13
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Cao R, Guo S, Min L, Li P. Roles of Rictor alterations in gastrointestinal tumors (Review). Oncol Rep 2024; 51:37. [PMID: 38186315 PMCID: PMC10807360 DOI: 10.3892/or.2024.8696] [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: 04/05/2023] [Accepted: 11/28/2023] [Indexed: 01/09/2024] Open
Abstract
Gastrointestinal tumors account for five of the top 10 causes of mortality from all cancers (colorectal, liver, stomach, esophageal and pancreatic cancer). Mammalian target of rapamycin (mTOR) signaling is commonly dysregulated in various human cancers. As a core component of the mTOR complex 2 (mTORC2), Rictor is a key effector molecule of the PI3K/Akt pathway. A high alteration rate of Rictor has been observed in gastrointestinal tumors, and such Rictor alterations are often associated with resistance to chemotherapy and related adverse clinical outcomes. However, the exact roles of Rictor in gastrointestinal tumors remain elusive. The aim of the present study was to critically discuss the following: i) Mutation and biological characteristics of Rictor in tumors with a detailed overview of Rictor in cell proliferation, angiogenesis, apoptosis, autophagy and drug resistance; ii) the role of Rictor in tumors of the digestive system, particularly colorectal, hepatobiliary, gastric, esophageal and pancreatic cancer and cholangiocarcinoma; and iii) the current status and prospects of targeted therapy for Rictor by inhibiting Akt activation. Despite the growing realization of the importance of Rictor/mTORC2 in cancer, the underlying mechanistic details remain poorly understood; this needs to change in order for the development of efficient targeted therapies and re‑sensitization of therapy‑resistant cancers to be made possible.
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Affiliation(s)
- Ruizhen Cao
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing 100050, P.R. China
- Department of Gastroenterology, Ordos Central Hospital, Ordos School of Clinical Medicine, Inner Mongolia Medical University, Ordos, Inner Mongolia 017000, P.R. China
| | - Shuilong Guo
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing 100050, P.R. China
| | - Li Min
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing 100050, P.R. China
| | - Peng Li
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing 100050, P.R. China
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14
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Lim SM, Lee JB, Oya Y, Nutzinger J, Soo R. Path Less Traveled: Targeting Rare Driver Oncogenes in Non-Small-Cell Lung Cancer. JCO Oncol Pract 2024; 20:47-56. [PMID: 37733983 DOI: 10.1200/op.23.00273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 07/21/2023] [Accepted: 08/11/2023] [Indexed: 09/23/2023] Open
Abstract
Over the past decade, tremendous efforts have been made in the development of targeted agents in non-small-cell lung cancer (NSCLC) with nonsquamous histology. Pivotal studies have used next-generation sequencing to select the patient population harboring oncogenic driver alterations that are targetable with targeted therapies. As treatment paradigm rapidly evolves for patients with rare oncogene-driven NSCLC, updated comprehensive overview of diagnostic approach and treatment options is paramount in clinical settings. In this review article, we discuss the epidemiology, molecular testing, and landmark clinical trials addressing the targeted agents for ROS1 rearrangement, METex14 skipping mutation, EGFR exon 20 insertion, KRAS G12C mutation, HER2 mutation, RET fusion, NTRK fusion, and BRAF mutations.
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Affiliation(s)
- Sun Min Lim
- Division of Medical Oncology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, South Korea
| | - Jii Bum Lee
- Division of Medical Oncology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, South Korea
| | - Yuko Oya
- Department of Respiratory Disease, Fujita Health University, Toyoake, Japan
| | - Jorn Nutzinger
- Department of Haematology-Oncology, National University Cancer Institute, Singapore
| | - Ross Soo
- Department of Haematology-Oncology, National University Cancer Institute, Singapore
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15
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Alsharoh H, Chiroi P, Nutu A, Raduly L, Zanoaga O, Berindan-Neagoe I. Vinorelbine Alters lncRNA Expression in Association with EGFR Mutational Status and Potentiates Tumor Progression Depending on NSCLC Cell Lines' Genetic Profile. Biomedicines 2023; 11:3298. [PMID: 38137519 PMCID: PMC10741193 DOI: 10.3390/biomedicines11123298] [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: 11/05/2023] [Revised: 12/08/2023] [Accepted: 12/11/2023] [Indexed: 12/24/2023] Open
Abstract
Lung cancer remains the leading cause of cancer-related mortality worldwide, with non-small cell lung cancer (NSCLC) as the most common type. In addition, NSCLC has a high mortality rate and an overall adverse patient outcome. Although significant improvements have been made in therapeutic options, effectiveness is still limited in late stages, so the need for a better understanding of the genomics events underlying the current therapies is crucial to aid future drug development. Vinorelbine (VRB) is an anti-mitotic chemotherapy drug (third-generation vinca alkaloid) used to treat several malignancies, including NSCLC. However, despite its widespread clinical use, very little is known about VRB-associated genomic alterations in different subtypes of NSCLC. This article is an in vitro investigation of the cytotoxic effects of VRB on three different types of NSCLC cell lines, A549, Calu-6, and H1792, with a closer focus on post-treatment genetic alterations. Based on the obtained results, VRB cytotoxicity produces modifications on a cellular level, altering biological processes such as apoptosis, autophagy, cellular motility, cellular adhesion, and cell cycle, but also at a genomic level, dysregulating the expression of some coding genes, such as EGFR, and long non-coding RNAs (lncRNAs), including CCAT1, CCAT2, GAS5, MALAT1, NEAT1, NORAD, XIST, and HOTAIR, that are implicated in the mitogen-activated protein kinase (MAPK) signaling pathway. Therefore, although extensive validation is required, these results pave the way towards a better understanding of the cellular and genomic alterations underlying the cytotoxicity of VRB.
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Affiliation(s)
| | | | | | | | | | - Ioana Berindan-Neagoe
- Research Center for Functional Genomics, Biomedicine and Translational Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400337 Cluj-Napoca, Romania; (H.A.); (L.R.); (O.Z.)
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16
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Kozłowska E, Swierniak A. Mathematical Model of Intrinsic Drug Resistance in Lung Cancer. Int J Mol Sci 2023; 24:15801. [PMID: 37958784 PMCID: PMC10650033 DOI: 10.3390/ijms242115801] [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: 09/05/2023] [Revised: 09/25/2023] [Accepted: 10/28/2023] [Indexed: 11/15/2023] Open
Abstract
Drug resistance is a bottleneck in cancer treatment. Commonly, a molecular treatment for cancer leads to the emergence of drug resistance in the long term. Thus, some drugs, despite their initial excellent response, are withdrawn from the market. Lung cancer is one of the most mutated cancers, leading to dozens of targeted therapeutics available against it. Here, we have developed a mechanistic mathematical model describing sensitization to nine groups of targeted therapeutics and the emergence of intrinsic drug resistance. As we focus only on intrinsic drug resistance, we perform the computer simulations of the model only until clinical diagnosis. We have utilized, for model calibration, the whole-exome sequencing data combined with clinical information from over 1000 non-small-cell lung cancer patients. Next, the model has been applied to find an answer to the following questions: When does intrinsic drug resistance emerge? And how long does it take for early-stage lung cancer to grow to an advanced stage? The results show that drug resistance is inevitable at diagnosis but not always detectable and that the time interval between early and advanced-stage tumors depends on the selection advantage of cancer cells.
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Affiliation(s)
| | - Andrzej Swierniak
- Department of Systems Biology and Engineering, Silesian University of Technology, 44100 Gliwie, Poland;
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17
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Meira DD, de Castro e Caetano MC, Casotti MC, Zetum ASS, Gonçalves AFM, Moreira AR, de Oliveira AH, Pesente F, Santana GM, de Almeida Duque D, Pereira GSC, de Castro GDSC, Pavan IP, Chagas JPS, Bourguignon JHB, de Oliveira JR, Barbosa KRM, Altoé LSC, Louro LS, Merigueti LP, Alves LNR, Machado MRR, Roque MLRO, Prates PS, de Paula Segáua SH, dos Santos Uchiya T, Louro TES, Daleprane VE, Guaitolini YM, Vicente CR, dos Reis Trabach RS, de Araújo BC, dos Santos EDVW, de Paula F, Lopes TJS, de Carvalho EF, Louro ID. Prognostic Factors and Markers in Non-Small Cell Lung Cancer: Recent Progress and Future Challenges. Genes (Basel) 2023; 14:1906. [PMID: 37895255 PMCID: PMC10606762 DOI: 10.3390/genes14101906] [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: 09/29/2023] [Accepted: 10/01/2023] [Indexed: 10/29/2023] Open
Abstract
Lung cancer is a highly aggressive neoplasm and, despite the development of recent therapies, tumor progression and recurrence following the initial response remains unsolved. Several questions remain unanswered about non-small cell lung cancer (NSCLC): (1) Which patients will actually benefit from therapy? (2) What are the predictive factors of response to MAbs and TKIs? (3) What are the best combination strategies with conventional treatments or new antineoplastic drugs? To answer these questions, an integrative literature review was carried out, searching articles in PUBMED, NCBI-PMC, Google Academic, and others. Here, we will examine the molecular genetics of lung cancer, emphasizing NSCLC, and delineate the primary categories of inhibitors based on their molecular targets, alongside the main treatment alternatives depending on the type of acquired resistance. We highlighted new therapies based on epigenetic information and a single-cell approach as a potential source of new biomarkers. The current and future of NSCLC management hinges upon genotyping correct prognostic markers, as well as on the evolution of precision medicine, which guarantees a tailored drug combination with precise targeting.
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Affiliation(s)
- Débora Dummer Meira
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Maria Clara de Castro e Caetano
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Matheus Correia Casotti
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Aléxia Stefani Siqueira Zetum
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - André Felipe Monteiro Gonçalves
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - André Rodrigues Moreira
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Augusto Henrique de Oliveira
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Fellipe Pesente
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Gabriel Mendonça Santana
- Centro de Ciências da Saúde, Curso de Medicina, Universidade Federal do Espírito Santo (UFES), Vitória 29090-040, Brazil
| | - Daniel de Almeida Duque
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Gierleson Santos Cangussu Pereira
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Giulia de Souza Cupertino de Castro
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Isabele Pagani Pavan
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - João Pedro Sarcinelli Chagas
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - José Henrique Borges Bourguignon
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Juliana Ribeiro de Oliveira
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Karen Ruth Michio Barbosa
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Lorena Souza Castro Altoé
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Luana Santos Louro
- Centro de Ciências da Saúde, Curso de Medicina, Universidade Federal do Espírito Santo (UFES), Vitória 29090-040, Brazil
| | - Luiza Poppe Merigueti
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Lyvia Neves Rebello Alves
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Marlon Ramos Rosado Machado
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Maria Luísa Rodrigues Oliveira Roque
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Pedro Santana Prates
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Sayuri Honorio de Paula Segáua
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Taissa dos Santos Uchiya
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Thomas Erik Santos Louro
- Escola Superior de Ciências da Santa Casa de Misericórdia de Vitória (EMESCAM), Curso de Medicina, Vitória 29027-502, Brazil
| | - Vinicius Eduardo Daleprane
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Yasmin Moreto Guaitolini
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Creuza Rachel Vicente
- Departamento de Medicina Social, Universidade Federal do Espírito Santo, Vitória 29090-040, Brazil
| | - Raquel Silva dos Reis Trabach
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Bruno Cancian de Araújo
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Eldamária de Vargas Wolfgramm dos Santos
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Flávia de Paula
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
| | - Tiago José S. Lopes
- Department of Reproductive Biology, National Center for Child Health and Development Research Institute, Tokyo 157-8535, Japan
| | - Elizeu Fagundes de Carvalho
- Instituto de Biologia Roberto Alcântara Gomes (IBRAG), Universidade do Estado do Rio de Janeiro (UERJ), Rio de Janeiro 20551-030, Brazil
| | - Iúri Drumond Louro
- Núcleo de Genética Humana e Molecular, Centro de Ciências Humanas e Naturais, Departamento de Ciências Biológicas, Universidade Federal do Espírito Santo (UFES), Vitória 29075-910, Brazil (M.C.C.)
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Stella GM, Lettieri S, Piloni D, Ferrarotti I, Perrotta F, Corsico AG, Bortolotto C. Smart Sensors and Microtechnologies in the Precision Medicine Approach against Lung Cancer. Pharmaceuticals (Basel) 2023; 16:1042. [PMID: 37513953 PMCID: PMC10385174 DOI: 10.3390/ph16071042] [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: 06/08/2023] [Revised: 06/23/2023] [Accepted: 07/07/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND AND RATIONALE The therapeutic interventions against lung cancer are currently based on a fully personalized approach to the disease with considerable improvement of patients' outcome. Alongside continuous scientific progresses and research investments, massive technologic efforts, innovative challenges, and consolidated achievements together with research investments are at the bases of the engineering and manufacturing revolution that allows a significant gain in clinical setting. AIM AND METHODS The scope of this review is thus to focus, rather than on the biologic traits, on the analysis of the precision sensors and novel generation materials, as semiconductors, which are below the clinical development of personalized diagnosis and treatment. In this perspective, a careful revision and analysis of the state of the art of the literature and experimental knowledge is presented. RESULTS Novel materials are being used in the development of personalized diagnosis and treatment for lung cancer. Among them, semiconductors are used to analyze volatile cancer compounds and allow early disease diagnosis. Moreover, they can be used to generate MEMS which have found an application in advanced imaging techniques as well as in drug delivery devices. CONCLUSIONS Overall, these issues represent critical issues only partially known and generally underestimated by the clinical community. These novel micro-technology-based biosensing devices, based on the use of molecules at atomic concentrations, are crucial for clinical innovation since they have allowed the recent significant advances in cancer biology deciphering as well as in disease detection and therapy. There is an urgent need to create a stronger dialogue between technologists, basic researchers, and clinicians to address all scientific and manufacturing efforts towards a real improvement in patients' outcome. Here, great attention is focused on their application against lung cancer, from their exploitations in translational research to their application in diagnosis and treatment development, to ensure early diagnosis and better clinical outcomes.
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Affiliation(s)
- Giulia Maria Stella
- Department of Internal Medicine and Medical Therapeutics, University of Pavia Medical School, 27100 Pavia, Italy
- Cardiothoracic and Vascular Department, Unit of Respiratory Diseases, IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Sara Lettieri
- Department of Internal Medicine and Medical Therapeutics, University of Pavia Medical School, 27100 Pavia, Italy
- Cardiothoracic and Vascular Department, Unit of Respiratory Diseases, IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Davide Piloni
- Department of Internal Medicine and Medical Therapeutics, University of Pavia Medical School, 27100 Pavia, Italy
- Cardiothoracic and Vascular Department, Unit of Respiratory Diseases, IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Ilaria Ferrarotti
- Department of Internal Medicine and Medical Therapeutics, University of Pavia Medical School, 27100 Pavia, Italy
- Cardiothoracic and Vascular Department, Unit of Respiratory Diseases, IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Fabio Perrotta
- Department of Translational Medical Sciences, University of Campania "L. Vanvitelli", 80131 Napoli, Italy
- U.O.C. Clinica Pneumologica "L. Vanvitelli", A.O. dei Colli, Ospedale Monaldi, 80131 Napoli, Italy
| | - Angelo Guido Corsico
- Department of Internal Medicine and Medical Therapeutics, University of Pavia Medical School, 27100 Pavia, Italy
- Cardiothoracic and Vascular Department, Unit of Respiratory Diseases, IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Chandra Bortolotto
- Department of Clinical-Surgical, Diagnostic and Paediatric Sciences, University of Pavia Medical School, 27100 Pavia, Italy
- Department of Diagnostic Services and Imaging, Unit of Radiology, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
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