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Wei J, Zhang Y, Zheng Y, Ma C, Zhao Q, Wang Y, Miao L, Ding J. Efficacy and safety of anlotinib monotherapy or combination therapy in the treatment of patients with advanced non-small cell lung cancer: a retrospective real-world study conducted in East China. BMC Pulm Med 2025; 25:170. [PMID: 40211232 PMCID: PMC11987349 DOI: 10.1186/s12890-025-03635-8] [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: 12/03/2024] [Accepted: 03/28/2025] [Indexed: 04/12/2025] Open
Abstract
BACKGROUND Non-small cell lung cancer (NSCLC) is one of the leading causes of cancer-related mortality worldwide. Despite significant advancements in chemotherapy, targeted therapy, and immunotherapy, the prognosis for advanced NSCLC remains poor. The development of resistance to standard treatments and the lack of effective therapeutic options for heavily pretreated patients underscore the urgent need for novel treatment strategies. Angiogenesis plays a pivotal role in tumor growth and metastasis, making it a critical target in cancer therapy. Anlotinib, a novel multi-target tyrosine kinase inhibitor, has demonstrated potent anti-tumor activity in patients with advanced NSCLC. METHODS The retrospective analysis was conducted on clinical data from 82 patients with advanced NSCLC who received either anlotinib monotherapy or combination therapy. Patients were divided into two groups based on different treatment modalities: anlotinib monotherapy group (30 patients) and anlotinib combination therapy group (52 patients). The anlotinib combination therapy group received anlotinib in combination with immune checkpoint inhibitors (ICIs), chemotherapy, or targeted drugs. The primary endpoint was progression-free survival (PFS). Secondary endpoints included objective response rate (ORR), disease control rate (DCR), and adverse events. RESULTS Although the difference in ORR between the two groups was not statistically significant (P > 0.05), the DCR was notably higher in the combination therapy group compared to the monotherapy group (86.5% vs. 66.7%, P < 0.05). In the anlotinib combination therapy group, patients demonstrated a significantly longer PFS compared to those in the anlotinib monotherapy group (median PFS: 20.0 m vs. 9.3 m, P = 0.030). The PFS% at 12, 18, and 24 months in the anlotinib combination therapy group were 65.38%, 55.77%, and 28.85%, respectively, all significantly higher than in the anlotinib monotherapy group (P < 0.05). In the combination therapy regimen, anlotinib combined with ICIs significantly prolonged patients' PFS (median PFS: 25.4 m vs. 9.3 m, P < 0.05). Subgroup analysis results indicated that in subgroups of male patients, patients with a history of hypertension, patients with ≥ 3 lines of treatment, and patients without a history of anti-angiogenic therapy, the PFS in the anlotinib combination therapy group was significantly better than in the anlotinib monotherapy group (P < 0.05). Although the incidence of bleeding and skin adverse reactions was higher in the anlotinib combination therapy group compared to the monotherapy group, the difference was not statistically significant (P > 0.05). CONCLUSION Anlotinib combination therapy was associated with improved PFS in advanced NSCLC patients, with a tolerable safety profile.
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Affiliation(s)
- Jia Wei
- Department of Respiratory and Critical Care Medicine, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, No. 321 Zhongshan Road, Nanjing, Jiangsu, 210008, People's Republic of China
| | - Yan Zhang
- Department of Respiratory and Critical Care Medicine, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, No. 321 Zhongshan Road, Nanjing, Jiangsu, 210008, People's Republic of China
| | - Ying Zheng
- Department of Respiratory and Critical Care Medicine, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, No. 321 Zhongshan Road, Nanjing, Jiangsu, 210008, People's Republic of China
| | - Chengxing Ma
- Department of Respiratory and Critical Care Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, No. 321 Zhongshan Road, Nanjing, Jiangsu, 210008, People's Republic of China
| | - Qi Zhao
- Department of Respiratory and Critical Care Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, No. 321 Zhongshan Road, Nanjing, Jiangsu, 210008, People's Republic of China
| | - Yongsheng Wang
- Department of Respiratory and Critical Care Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, No. 321 Zhongshan Road, Nanjing, Jiangsu, 210008, People's Republic of China
| | - Liyun Miao
- Department of Respiratory and Critical Care Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, No. 321 Zhongshan Road, Nanjing, Jiangsu, 210008, People's Republic of China
| | - Jingjing Ding
- Department of Respiratory and Critical Care Medicine, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, No. 321 Zhongshan Road, Nanjing, Jiangsu, 210008, People's Republic of China.
- Department of Respiratory and Critical Care Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, No. 321 Zhongshan Road, Nanjing, Jiangsu, 210008, People's Republic of China.
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Gu J, Lv YF, Xia JY, Bai FH, Gong J, Pan GQ, Liu B, Huang L, Guo QN, Hao XL. TC2N maintains stem cell-like characteristics to accelerate lung carcinogenesis by blockade of dual specificity protein phosphatase 3. Cell Biosci 2025; 15:8. [PMID: 39849581 PMCID: PMC11758731 DOI: 10.1186/s13578-025-01348-3] [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: 08/22/2024] [Accepted: 01/10/2025] [Indexed: 01/25/2025] Open
Abstract
BACKGROUND Tandem C2 domains, nuclear (TC2N) is a protein that has been characterized to contain C2A domain, C2B domain, and a short C-terminus with a WHXL motif. In previous studies, we have uncovered the oncogenic role and mechanisms of TC2N in lung cancer: TC2N achieves this by inhibiting the p53 signaling pathway and activating the NF-kappaB signaling pathway. Beyond that, its precise function in tumorigenesis is not fully understood. METHODS TC2N-engineered mice model was used to assess the effect of TC2N knockout on normal lung and urethane-induced carcinogenesis. Tumor tissues of 395 lung cancer patients were subjected to tissue microarray and further assessed the associations of TC2N expression with tumor differentiation degree. The protein levels of TC2N and stem cell markers in cell lines and tissue specimens were monitored by WB and immunohistochemistry. In vitro cell assays were performed to assess the effect of TC2N ectopic expression on the stem cell-like characteristics of lung cancer cells. The downstream signaling pathway or target molecule of TC2N was mined using a combination of transcriptomics and proteomics, and the underlying mechanism was explored by WB and co-IP assays. RESULTS Herein, TC2N appeared to have a strong effect in promoting lung tumorigenesis caused by urethane, whereas it seemed to lose its function in the normal lung. Meanwhile, we found that the functional differences of TC2N between lung tumor and normal lung were linked to its potential role in cancer cell stemness. Function-wise, TC2N overexpression maintained stem-like properties of lung cancer cell. Mechanism-wise, TC2N upregulated the phosphorylation of EGFR, ERK, STAT3 and FAK1 to activate these signaling pathways by the inhibition of DUSP3 phosphatase via a dual mechanism. Firstly, TC2N competes with EGFR, ERK, STAT3 and FAK1 for binding to DUSP3. This competition prevents these signaling molecules from being dephosphorylated by DUSP3, resulting in their sustained activation. Secondly, TC2N bind to DUSP3 and restrict the enzyme's ability to dephosphorylate the signaling molecules. CONCLUSIONS Overall, this study revealed a previously unknown role and mechanism of TC2N in the regulation of tumorigenesis and stemness in lung cancer cells.
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Affiliation(s)
- Jing Gu
- Institute of Toxicology, College of Preventive Medicine, Third Military Medical University, Chongqing, 400038, PR China
| | - Yang-Fan Lv
- Department of Pathology, Xinqiao Hospital, Third Military Medical University, 183 Xinqiao Street, Shapingba District, Chongqing, 400037, PR China
| | - Ji-Ying Xia
- Department of Pathology, Xinqiao Hospital, Third Military Medical University, 183 Xinqiao Street, Shapingba District, Chongqing, 400037, PR China
| | - Fu-Hai Bai
- Department of Anesthesiology, Xinqiao Hospital, Third Military Medical University, Chongqing, 400037, PR China
| | - Ji Gong
- Department of Pathology, Xinqiao Hospital, Third Military Medical University, 183 Xinqiao Street, Shapingba District, Chongqing, 400037, PR China
| | - Guang-Qiang Pan
- Department of Pathology, Xinqiao Hospital, Third Military Medical University, 183 Xinqiao Street, Shapingba District, Chongqing, 400037, PR China
| | - Bo Liu
- Department of Pathology, Xinqiao Hospital, Third Military Medical University, 183 Xinqiao Street, Shapingba District, Chongqing, 400037, PR China
| | - Lu Huang
- Department of Pathology, Xinqiao Hospital, Third Military Medical University, 183 Xinqiao Street, Shapingba District, Chongqing, 400037, PR China
| | - Qiao-Nan Guo
- Department of Pathology, Xinqiao Hospital, Third Military Medical University, 183 Xinqiao Street, Shapingba District, Chongqing, 400037, PR China.
| | - Xiang-Lin Hao
- Department of Pathology, Xinqiao Hospital, Third Military Medical University, 183 Xinqiao Street, Shapingba District, Chongqing, 400037, PR China.
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Kido T, Kong H, Lau YFC. The X-Linked Tumor Suppressor TSPX Regulates Genes Involved in the EGFR Signaling Pathway and Cell Viability to Suppress Lung Adenocarcinoma. Genes (Basel) 2025; 16:75. [PMID: 39858622 PMCID: PMC11764513 DOI: 10.3390/genes16010075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2024] [Revised: 01/02/2025] [Accepted: 01/09/2025] [Indexed: 01/30/2025] Open
Abstract
Background: TSPX is an X-linked tumor suppressor that was initially identified in non-small cell lung cancer (NSCLC) cell lines. However, its expression patterns and downstream mechanisms in NSCLC remain unclear. This study aims to investigate the functions of TSPX in NSCLC by identifying its potential downstream targets and their correlation with clinical outcomes. Methods: RNA-seq transcriptome and pathway enrichment analyses were conducted on the TSPX-overexpressing NSCLC cell lines, A549 and SK-MES-1, originating from lung adenocarcinoma and squamous cell carcinoma subtypes, respectively. In addition, comparative analyses were performed using the data from clinical NSCLC specimens (515 lung adenocarcinomas and 502 lung squamous cell carcinomas) in the Cancer Genome Atlas (TCGA) database. Results: TCGA data analysis revealed significant downregulation of TSPX in NSCLC tumors compared to adjacent non-cancerous tissues (Wilcoxon matched pairs signed rank test p < 0.0001). Notably, the TSPX expression levels were inversely correlated with the cancer stage, and higher TSPX levels were associated with better clinical outcomes and improved survival in lung adenocarcinoma, a subtype of NSCLC (median survival extended by 510 days; log-rank test, p = 0.0025). RNA-seq analysis of the TSPX-overexpressing NSCLC cell lines revealed that TSPX regulates various genes involved in the cancer-related signaling pathways and cell viability, consistent with the suppression of cell proliferation in cell culture assays. Notably, various potential downstream targets of TSPX that correlated with patient survival (log-rank test, p = 0.016 to 4.3 × 10-10) were identified, including EGFR pathway-related genes AREG, EREG, FOSL1, and MYC, which were downregulated. Conclusions: Our results suggest that TSPX plays a critical role in suppressing NSCLC progression by downregulating pro-oncogenic genes, particularly those in the EGFR signaling pathway, and upregulating the tumor suppressors, especially in lung adenocarcinoma. These findings suggest that TSPX is a potential biomarker and therapeutic target for NSCLC management.
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Affiliation(s)
| | | | - Yun-Fai Chris Lau
- Division of Cell and Developmental Genetics, Department of Medicine, Veterans Affairs Medical Center, and the Institute for Human Genetics, University of California, San Francisco, CA 94121, USA; (T.K.); (H.K.)
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He L, Zhang L, Peng Y, He Z. Selenium in cancer management: exploring the therapeutic potential. Front Oncol 2025; 14:1490740. [PMID: 39839762 PMCID: PMC11746096 DOI: 10.3389/fonc.2024.1490740] [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: 09/03/2024] [Accepted: 12/16/2024] [Indexed: 01/23/2025] Open
Abstract
Selenium (Se) is important and plays significant roles in many biological processes or physiological activities. Prolonged selenium deficiency has been conclusively linked to an elevated risk of various diseases, including but not limited to cancer, cardiovascular disease, inflammatory bowel disease, Keshan disease, and acquired immunodeficiency syndrome. The intricate relationship between selenium status and health outcomes is believed to be characterized by a non-linear U-shaped dose-response curve. This review delves into the significance of maintaining optimal selenium levels and the detrimental effects that can arise from selenium deficiency. Of particular interest is the important role that selenium plays in both prevention and treatment of cancer. Finally, this review also explores the diverse classes of selenium entities, encompassing selenoproteins, selenium compounds and selenium nanoparticles, while examining the mechanisms and molecular targets of their anticancer efficacy.
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Affiliation(s)
- Lingwen He
- Department of Oncology, Dongguan Songshan Lake Tungwah Hospital, Dongguan, China
| | - Lu Zhang
- Department of Oncology, Dongguan Songshan Lake Tungwah Hospital, Dongguan, China
| | - Yulong Peng
- Department of Oncology, Dongguan Tungwah Hospital, Dongguan, China
| | - Zhijun He
- School of Modern Industry for Selenium Science and Engineering, Wuhan Polytechnic University, Wuhan, China
- Shenzhen Key Laboratory of Marine Biotechnology and Ecology, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, Guangdong, China
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Artschwager R, Kalidindi TM, Johnson D, Brennan C, Samuels ZV, Lito P, Pillarsetty NVK. Preclinical Evaluation of [ 124I]-Sotorasib for the Imaging of Kirsten Rat Sarcoma G12C Mutant Tumors. ACS Pharmacol Transl Sci 2024; 7:3867-3878. [PMID: 39698284 PMCID: PMC11650727 DOI: 10.1021/acsptsci.4c00425] [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: 07/18/2024] [Revised: 11/06/2024] [Accepted: 11/07/2024] [Indexed: 12/20/2024]
Abstract
Kirsten rat sarcoma (KRAS) is a frequently mutated oncogene responsible for several oncogenic KRAS variants and for driving tumor proliferation. Some nonsmall cell lung cancer (NSCLC) tumors exhibit KRAS G12C mutations, which can be targeted for inhibition using covalent and more recently noncovalent inhibitors. Sotorasib was the first FDA-approved G12C inhibitor that has shown efficacy in lung cancer patients, but with mixed responses. The lack of efficacy can be attributed to tumor heterogeneity (lack of G12C mutations) and/or inefficient delivery. Targeted KRAS G12C imaging has potential to identify NSCLC lesions with the targeted mutation and elucidate the oncogene's role in driving tumor growth and correlating responses to treatment. Toward this goal, we have developed a sotorasib-based molecular agent for PET imaging and tested its efficacy in targeting tumor lesions with KRAS G12C mutations. Here, we describe the synthesis, in vitro and in vivo evaluation of an [124I]I-Sotorasib analog in targeting G12C mutant tumor lesions using PET imaging.
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Affiliation(s)
- Raik Artschwager
- Department
of Radiology, Memorial Sloan Kettering Cancer
Center, 1275 York Avenue, New York, New York 10065, United States
| | - Teja M. Kalidindi
- Department
of Radiology, Memorial Sloan Kettering Cancer
Center, 1275 York Avenue, New York, New York 10065, United States
| | - Delissa Johnson
- Department
of Radiology, Memorial Sloan Kettering Cancer
Center, 1275 York Avenue, New York, New York 10065, United States
| | - Christopher Brennan
- Department
of Radiology, Memorial Sloan Kettering Cancer
Center, 1275 York Avenue, New York, New York 10065, United States
| | - Zachary V. Samuels
- Department
of Radiology, Memorial Sloan Kettering Cancer
Center, 1275 York Avenue, New York, New York 10065, United States
- Department
of Chemistry, Hunter College, City University
of New York, New York, New York 10065, United States
- Ph.D.
Program in Chemistry, Graduate Center of
City University of New York, New York, New York 10016, United States
| | - Piro Lito
- Department
of Medicine, Memorial Sloan Kettering Cancer
Center, 1275 York Avenue, New York, New York 10065, United States
| | - Naga Vara Kishore Pillarsetty
- Department
of Radiology, Memorial Sloan Kettering Cancer
Center, 1275 York Avenue, New York, New York 10065, United States
- Department
of Radiology, Weill Cornell Medical College, New York, New York 10021, United States
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Jia R, Liang X, Tu J, Yang H. A scoring model for the expression of genes related to programmed cell death predicts immunotherapy response and prognosis in lung adenocarcinoma. Discov Oncol 2024; 15:435. [PMID: 39264392 PMCID: PMC11393378 DOI: 10.1007/s12672-024-01319-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2024] [Accepted: 09/05/2024] [Indexed: 09/13/2024] Open
Abstract
BACKGROUND Lung adenocarcinoma (LUAD) continues to be the leading cause of cancer death worldwide, driven by environmental factors like smoking and genetic predispositions. LUAD has a high mortality rate, and new biomarkers are urgently needed to improve treatment strategies and patient management. Programmed cell death (PCD) is involved in tumor progression and response to treatment. Therefore, there is a need for an extensive study of the role and functions of PCD-related genes (PCDRGs) in lung adenocarcinoma so as to understand the pathophysiologic features of lung adenocarcinoma. METHODS Based on TCGA and GEO databases, this research is aimed at screening differentially expressed PCD-related genes in lung adenocarcinoma. We conducted GO, and KEGG analysis to establish the link between these genes and biological processes. By applying various machine learning algorithms such as CoxBoost analysis, we developed PCD-related indices (PCDI) that were used to verify their ability to predict prognosis with the use of other datasets. This was done in addition to exploring the biological functions of PCD genes associated with lung adenocarcinoma by assessing the relationship between immune cell components of tumor microenvironment and PCD genes together with examining how they affect drug sensitivity. RESULTS The research presented in this article offers significant insights into LUAD. The authors identified 113 PCDRGs that were differentially expressed in LUAD. These genes are implicated in various biological functions, including High risk ing apoptosis, ferroptosis, and pathways specific to non-small cell lung cancer. Notably, the PCDI proved effective in distinguishing between High risk and Low risk LUAD patients, demonstrating a higher accuracy in prognosis prediction compared to traditional clinical indicators such as age and gender. This high prediction accuracy was validated in both test and validation cohorts. Additionally, these genes showed significant correlations with immune cell infiltration and drug sensitivity in LUAD patients. CONCLUSION We analysed the expression and function of PCDRGs in LUAD and revealed their correlation with patient survival, the immune microenvironment and drug sensitivity. The constructed PCDI model provides a scientific basis for the personalised treatment of lung adenocarcinoma, and future optimisation of treatment strategies based on these genes may improve patient clinical outcomes.
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Affiliation(s)
- Runan Jia
- Cancer Center, Lishui Central Hospital, The Fifth Affiliated Hospital of Wenzhou Medical College, Zhejiang University Lishui Hospital, Lishui Central Hospital, 289 Kuangcang Road, Lishui City, 323000, Zhejiang Province, China
| | - Xiaolong Liang
- Pharmacy Department, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, No.150 Ximen Street, Linhai City, Taizhou City, 317000, Zhejiang Province, China
| | - Jianfei Tu
- Cancer Center, Lishui Central Hospital, The Fifth Affiliated Hospital of Wenzhou Medical College, Zhejiang University Lishui Hospital, Lishui Central Hospital, 289 Kuangcang Road, Lishui City, 323000, Zhejiang Province, China.
| | - Hongyuan Yang
- Cancer Center, Lishui Central Hospital, The Fifth Affiliated Hospital of Wenzhou Medical College, Zhejiang University Lishui Hospital, Lishui Central Hospital, 289 Kuangcang Road, Lishui City, 323000, Zhejiang Province, China.
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Tao B, Wang Z, Xie D, Cui H, Zhao B, Li J, Guo L. Exploring the prognostic analysis of autophagy and tumor microenvironment based on monocyte cells in lung cancer. Aging (Albany NY) 2024; 16:10931-10942. [PMID: 38942606 PMCID: PMC11272105 DOI: 10.18632/aging.205973] [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: 03/06/2024] [Accepted: 06/05/2024] [Indexed: 06/30/2024]
Abstract
A deep understanding of the biological mechanisms of lung cancer offers more precise treatment options for patients. In our study, we integrated data from the Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) to investigate lung adenocarcinoma. Analyzing 538 lung cancer samples and 31 normal samples, we focused on 3076 autophagy-related genes. Using Seurat, dplyr, tidyverse, and ggplot2, we conducted single-cell data analysis, assessing the quality and performing Principal Component Analysis (PCA) and t-SNE analyses. Differential analysis of TCGA data using the "Limma" package, followed by immune infiltration analysis using the CIBERSORT algorithm, led us to identify seven key genes. These genes underwent further scrutiny through consensus clustering and gene set variation analysis (GSVA). We developed a prognostic model using Lasso Cox regression and multivariable Cox analysis, which was then validated with a nomogram, predicting survival rates for lung adenocarcinoma. The model's accuracy and universality were corroborated by ROC curves. Additionally, we explored the relationship between immune checkpoint genes and immune cell infiltration and identified two key genes, HLA-DQB1 and OLR1. This highlighted their potential as therapeutic targets. Our comprehensive approach sheds light on the molecular landscape of lung adenocarcinoma and offers insights into potential treatment strategies, emphasizing the importance of integrating single-cell and genomic data in cancer research.
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Affiliation(s)
- Bo Tao
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Ziming Wang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Dacheng Xie
- Department of Medical Oncology, Shanghai Pulmonary Hospital and Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, China
| | - Hongxue Cui
- Department of Thoracic Surgery, Affiliated Hospital of Weifang Medical University, Weifang, Shandong 261031, China
| | - Bin Zhao
- Department of Pulmonary Nodule Center, Shandong Public Health Clinical Center, Jinan, Shandong 250100, China
| | - Juanjuan Li
- Department of Medical Oncology, Shanghai Pulmonary Hospital and Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, China
| | - Liang Guo
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
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Sun T, Zhang P, Zhang Q, Wang B, Zhao Q, Liu F, Ma X, Zhao C, Zhou X, Chen R, Ouyang S. Transcriptome analysis reveals PRKCA as a potential therapeutic target for overcoming cisplatin resistance in lung cancer through ferroptosis. Heliyon 2024; 10:e30780. [PMID: 38765024 PMCID: PMC11096979 DOI: 10.1016/j.heliyon.2024.e30780] [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: 10/30/2023] [Revised: 05/03/2024] [Accepted: 05/06/2024] [Indexed: 05/21/2024] Open
Abstract
Cisplatin-based chemotherapy is the current standard care for lung cancer patients; however, drug resistance frequently develops during treatment, thereby limiting therapeutic efficacy.The molecular mechanisms underlying cisplatin resistance remain elusive. In this study, we conducted an analysis of microarray data from the Gene Expression Omnibus (GEO) database under the accession numbers GSE21656, which encompassed expression profiling of cisplatin-resistant H460 (DDP-H460)and the parental cells (H460). Subsequently, we calculated the differentially expressed genes (DEGs) between DDP-H460 and H460. Gene Ontology (GO) enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis of DEGs demonstrated significant impact on the Rap1, PI3K/AKT and MAPK signaling pathways. Moreover, protein and protein interaction (PPI) network analysis identified PRKCA, DET1, and UBE2N as hub genes that potentially contribute predominantly to cisplatin resistance. Ultimately, PRKCA was selected for validation due to its significant prognostic effect, which predicts unfavorable overall survival and disease-free survival in patients with lung cancer. Network analysis conducted on The Cancer Genome Atlas (TCGA) database revealed a strong gene-level correlation between PRKCA and TP53, CDKN2A, BYR2, TTN, KRAS, and PIK3CA; whereas at the protein level, it exhibited a high correlation with EGFR, Lck, Bcl2, and Syk. The in vitro experiments revealed that PRKCA was upregulated in the cisplatin-resistant A549 cells (DDP-A549), while knockdown of PRKCA increased DDP-A549 apoptosis upon cisplatin treatment. Moreover, we observed that PRKCA knockdown attenuated DDP-A549 proliferation, migration and invasion ability. Western blot analysis demonstrated that PRKCA knockdown downregulated phosphorylation of PI3K expression while upregulated the genes involved in ferroptosis signaling. In summary, our results elucidate the role of PRKCA in acquiring resistance to cisplatin and underscore its potential as a therapeutic target for cisplatin-resistant lung cancer.
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Affiliation(s)
- Ting Sun
- Department of Respiratory and Critical Care Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Penghua Zhang
- Department of Radiology, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Qingyi Zhang
- Department of Thoracic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Binhui Wang
- Biotherapy Center, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
- Cancer Center, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Qitai Zhao
- Biotherapy Center, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
- Cancer Center, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Fenghui Liu
- Department of Respiratory and Critical Care Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Xiaohua Ma
- Department of Respiratory and Critical Care Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Chunling Zhao
- Department of Respiratory and Critical Care Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Xiaolei Zhou
- Department of Respiratory medicine, Henan Province Chest Hospital, Zhengzhou 450052, Henan, China
| | - Ruiying Chen
- Department of Respiratory and Critical Care Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Songyun Ouyang
- Department of Respiratory and Critical Care Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
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Korucu Aktas P, Baysal I, Yabanoglu-Ciftci S, Lamprecht A, Arica B. Recent progress in drug delivery systems for tyrosine kinase inhibitors in the treatment of lung cancer. Int J Pharm 2024; 650:123703. [PMID: 38092263 DOI: 10.1016/j.ijpharm.2023.123703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 12/01/2023] [Accepted: 12/10/2023] [Indexed: 12/22/2023]
Abstract
Lung cancer ranks as the second most commonly diagnosed cancer in both men and women worldwide. Despite the availability of diverse diagnostic and treatment strategies, it remains the leading cause of cancer-related deaths globally. The current treatment approaches for lung cancer involve the utilization of first generation (e.g., erlotinib, gefitinib) and second generation (e.g., afatinib) tyrosine kinase inhibitors (TKIs). These TKIs exert their effects by inhibiting a crucial enzyme called tyrosine kinase, which is responsible for cell survival signaling. However, their clinical effectiveness is hindered by limited solubility and oral bioavailability. Nanotechnology has emerged as a significant application in modern cancer therapy. Nanoparticle-based drug delivery systems, including lipid, polymeric, hybrid, inorganic, dendrimer, and micellar nanoparticles, have been designed to enhance the bioavailability, stability, and retention of these drugs within the targeted lung area. Furthermore, these nanoparticle-based delivery systems offer several advantages, such as increased therapeutic efficacy and reduced side effects and toxicity. This review focuses on the recent advancements in drug delivery systems for some of the most important TKIs, shedding light on their potential in improving lung cancer treatment.
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Affiliation(s)
- Pelinsu Korucu Aktas
- Department of Pharmaceutical Technology, Faculty of Pharmacy, Hacettepe University, Ankara, Turkey
| | - Ipek Baysal
- Vocational School of Health Services, Hacettepe University, Ankara,Turkey
| | | | - Alf Lamprecht
- Department of Pharmaceutics, Institute of Pharmacy, University of Bonn, Germany
| | - Betul Arica
- Department of Pharmaceutical Technology, Faculty of Pharmacy, Hacettepe University, Ankara, Turkey.
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10
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Han W, Zhang S, Gao H, Bu D. Clustering on hierarchical heterogeneous data with prior pairwise relationships. BMC Bioinformatics 2024; 25:40. [PMID: 38262930 PMCID: PMC10807103 DOI: 10.1186/s12859-024-05652-6] [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: 09/14/2023] [Accepted: 01/12/2024] [Indexed: 01/25/2024] Open
Abstract
BACKGROUND Clustering is a fundamental problem in statistics and has broad applications in various areas. Traditional clustering methods treat features equally and ignore the potential structure brought by the characteristic difference of features. Especially in cancer diagnosis and treatment, several types of biological features are collected and analyzed together. Treating these features equally fails to identify the heterogeneity of both data structure and cancer itself, which leads to incompleteness and inefficacy of current anti-cancer therapies. OBJECTIVES In this paper, we propose a clustering framework based on hierarchical heterogeneous data with prior pairwise relationships. The proposed clustering method fully characterizes the difference of features and identifies potential hierarchical structure by rough and refined clusters. RESULTS The refined clustering further divides the clusters obtained by the rough clustering into different subtypes. Thus it provides a deeper insight of cancer that can not be detected by existing clustering methods. The proposed method is also flexible with prior information, additional pairwise relationships of samples can be incorporated to help to improve clustering performance. Finally, well-grounded statistical consistency properties of our proposed method are rigorously established, including the accurate estimation of parameters and determination of clustering structures. CONCLUSIONS Our proposed method achieves better clustering performance than other methods in simulation studies, and the clustering accuracy increases with prior information incorporated. Meaningful biological findings are obtained in the analysis of lung adenocarcinoma with clinical imaging data and omics data, showing that hierarchical structure produced by rough and refined clustering is necessary and reasonable.
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Affiliation(s)
- Wei Han
- School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing, China
- Key Laboratory of Big Data Mining and Knowledge Management, Chinese Academy of Sciences, Beijing, China
| | - Sanguo Zhang
- School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing, China
- Key Laboratory of Big Data Mining and Knowledge Management, Chinese Academy of Sciences, Beijing, China
| | - Hailong Gao
- School of Mathematics and Statistics, Qingdao University, Qingdao, China
| | - Deliang Bu
- School of Statistics, Capital University of Economics and Business, Beijing, China.
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11
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Irmak-Yazicioglu MB, Arslan A. Navigating the Intersection of Technology and Depression Precision Medicine. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1456:401-426. [PMID: 39261440 DOI: 10.1007/978-981-97-4402-2_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/13/2024]
Abstract
This chapter primarily focuses on the progress in depression precision medicine with specific emphasis on the integrative approaches that include artificial intelligence and other data, tools, and technologies. After the description of the concept of precision medicine and a comparative introduction to depression precision medicine with cancer and epilepsy, new avenues of depression precision medicine derived from integrated artificial intelligence and other sources will be presented. Additionally, less advanced areas, such as comorbidity between depression and cancer, will be examined.
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Affiliation(s)
| | - Ayla Arslan
- Department of Molecular Biology and Genetics, Üsküdar University, İstanbul, Türkiye.
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12
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Diao X, Guo C, Zheng H, Zhao K, Luo Y, An M, Lin Y, Chen J, Li Y, Li Y, Gao X, Zhang J, Zhou M, Bai W, Liu L, Wang G, Zhang L, He X, Zhang R, Li Z, Chen C, Li S. SUMOylation-triggered ALIX activation modulates extracellular vesicles circTLCD4-RWDD3 to promote lymphatic metastasis of non-small cell lung cancer. Signal Transduct Target Ther 2023; 8:426. [PMID: 37925421 PMCID: PMC10625632 DOI: 10.1038/s41392-023-01685-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Revised: 10/09/2023] [Accepted: 10/09/2023] [Indexed: 11/06/2023] Open
Abstract
Lymph node (LN) metastasis is one of the predominant metastatic routes of non-small cell lung cancer (NSCLC) and is considered as a leading cause for the unsatisfactory prognosis of patients. Although lymphangiogenesis is well-recognized as a crucial process in mediating LN metastasis, the regulatory mechanism involving lymphangiogenesis and LN metastasis in NSCLC remains unclear. In this study, we employed high-throughput sequencing to identify a novel circular RNA (circRNA), circTLCD4-RWDD3, which was significantly upregulated in extracellular vesicles (EVs) from LN metastatic NSCLC and was positively associated with deteriorated OS and DFS of patients with NSCLC from multicenter clinical cohort. Downregulating the expression of EV-packaged circTLCD4-RWDD3 inhibited lymphangiogenesis and LN metastasis of NSCLC both in vitro and in vivo. Mechanically, circTLCD4-RWDD3 physically interacted with hnRNPA2B1 and mediated the SUMO2 modification at K108 residue of hnRNPA2B1 by upregulating UBC9. Subsequently, circTLCD4-RWDD3-induced SUMOylated hnRNPA2B1 was recognized by the SUMO interaction motif (SIM) of ALIX and activated ALIX to recruit ESCRT-III, thereby facilitating the sorting of circTLCD4-RWDD3 into NSCLC cell-derived EVs. Moreover, EV-packaged circTLCD4-RWDD3 was internalized by lymphatic endothelial cells to activate the transcription of PROX1, resulting in the lymphangiogenesis and LN metastasis of NSCLC. Importantly, blocking EV-mediated transmission of circTLCD4-RWDD3 via mutating SIM in ALIX or K108 residue of hnRNPA2B1 inhibited the lymphangiogenesis and LN metastasis of NSCLC in vivo. Our findings reveal a precise mechanism underlying SUMOylated hnRNPA2B1-induced EV packaging of circTLCD4-RWDD3 in facilitating LN metastasis of NSCLC, suggesting that EV-packaged circTLCD4-RWDD3 could be a potential therapeutic target against LN metastatic NSCLC.
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Affiliation(s)
- Xiayao Diao
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China
| | - Chao Guo
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China
| | - Hanhao Zheng
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, P. R. China
| | - Ke Zhao
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China
| | - Yuming Luo
- Department of General Surgery, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, P. R. China
| | - Mingjie An
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, P. R. China
| | - Yan Lin
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, P. R. China
| | - Jiancheng Chen
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, P. R. China
| | - Yuanlong Li
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, P. R. China
| | - Yuting Li
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, Hubei, P. R. China
| | - Xuehan Gao
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China
| | - Jiaqi Zhang
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China
| | - Mengxin Zhou
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China
| | - Wenliang Bai
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China
| | - Lei Liu
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China
| | - Guige Wang
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China
| | - Lanjun Zhang
- Department of Thoracic Surgery, Sun Yat-sen University Cancer Center, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Xiaotian He
- Department of Thoracic Surgery, Sun Yat-sen University Cancer Center, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Rusi Zhang
- Department of Thoracic Surgery, Sun Yat-sen University Cancer Center, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Zhihua Li
- Department of Medical Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Changhao Chen
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China.
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, State Key Laboratory of Oncology in South China, Guangzhou, Guangdong, P. R. China.
| | - Shanqing Li
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China.
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13
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Zhou W, Zeng W, Zheng D, Yang X, Qing Y, Zhou C, Liu X. Construction of a prognostic model for lung adenocarcinoma based on heat shock protein-related genes and immune analysis. Cell Stress Chaperones 2023; 28:821-834. [PMID: 37691069 PMCID: PMC10746678 DOI: 10.1007/s12192-023-01374-5] [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: 06/01/2023] [Revised: 08/07/2023] [Accepted: 08/20/2023] [Indexed: 09/12/2023] Open
Abstract
Lung adenocarcinoma (LUAD) represents a prevalent form of cancer, with low early diagnosis rates and high mortality rates, posing a global health challenge. Heat shock proteins (HSPs) assume a crucial role within the tumor immune microenvironment (TME) of LUAD. Here, a collection of 97 HSP-related genes (HSPGs) was assembled based on prior literature reports, of which 36 HSPGs were differentially expressed in LUAD. In The Cancer Genome Atlas (TCGA) cohort, we constructed a prognostic model for risk stratification and prognosis prediction by integrating 13 HSPGs. In addition, the prognostic significance and predictive efficacy of the HSP-related riskscore were examined and validated in the Gene Expression Omnibus (GEO) cohort. To facilitate the clinical use of this riskscore, we also established a nomogram scale by verifying its effectiveness through different methods. In light of these outcomes, we concluded a significant correlation between HSPs and TME in LUAD, and the riskscore can be a reliable prognostic indicator. Furthermore, this study evaluated the differences in immunophenoscore, tumor immune dysfunction and exclusion score, and sensitivity to several common chemotherapy drugs among LUAD individuals in different risk groups, which may aid in clinical decision-making for immune therapy and chemotherapy in LUAD individuals.
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Affiliation(s)
- Wangyan Zhou
- Department of Medical Record, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang City, 421001, Hunan Province, China
| | - Wei Zeng
- Department of Thoracic Surgery, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Jiefang Avenue 35, Hengyang City, 421001, Hunan Province, China
| | - Dayang Zheng
- Department of Thoracic Surgery, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Jiefang Avenue 35, Hengyang City, 421001, Hunan Province, China
| | - Xu Yang
- Department of Thoracic Surgery, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Jiefang Avenue 35, Hengyang City, 421001, Hunan Province, China
| | - Yongcheng Qing
- Department of Thoracic Surgery, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Jiefang Avenue 35, Hengyang City, 421001, Hunan Province, China
| | - Chunxiang Zhou
- Department of Thoracic Surgery, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Jiefang Avenue 35, Hengyang City, 421001, Hunan Province, China
| | - Xiang Liu
- Department of Thoracic Surgery, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Jiefang Avenue 35, Hengyang City, 421001, Hunan Province, China.
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14
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Zhao L, Ye S, Jing S, Gao YJ, He T. Targeting TRIP13 for overcoming anticancer drug resistance (Review). Oncol Rep 2023; 50:202. [PMID: 37800638 PMCID: PMC10565899 DOI: 10.3892/or.2023.8639] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 08/30/2023] [Indexed: 10/07/2023] Open
Abstract
Cancer is one of the greatest dangers to human wellbeing and survival. A key barrier to effective cancer therapy is development of resistance to anti‑cancer medications. In cancer cells, the AAA+ ATPase family member thyroid hormone receptor interactor 13 (TRIP13) is key in promoting treatment resistance. Nonetheless, knowledge of the molecular processes underlying TRIP13‑based resistance to anticancer therapies is lacking. The present study evaluated the function of TRIP13 expression in anticancer drug resistance and potential methods to overcome this resistance. Additionally, the underlying mechanisms by which TRIP13 promotes resistance to anticancer drugs were explored, including induction of mitotic checkpoint complex surveillance system malfunction, promotion of DNA repair, the enhancement of autophagy and the prevention of immunological clearance. The effects of combination treatment, which include a TRIP13 inhibitor in addition to other inhibitors, were discussed. The present study evaluated the literature on TRIP13 as a possible target and its association with anticancer drug resistance, which may facilitate improvements in current anticancer therapeutic options.
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Affiliation(s)
- Liwen Zhao
- Institute of Pain Medicine and Special Environmental Medicine, Co-innovation Center of Neuroregeneration, Nantong University, Nantong, Jiangsu 226019, P.R. China
| | - Siyu Ye
- Institute of Pain Medicine and Special Environmental Medicine, Co-innovation Center of Neuroregeneration, Nantong University, Nantong, Jiangsu 226019, P.R. China
| | - Shengnan Jing
- Institute of Pain Medicine and Special Environmental Medicine, Co-innovation Center of Neuroregeneration, Nantong University, Nantong, Jiangsu 226019, P.R. China
| | - Yong-Jing Gao
- Institute of Pain Medicine and Special Environmental Medicine, Co-innovation Center of Neuroregeneration, Nantong University, Nantong, Jiangsu 226019, P.R. China
| | - Tianzhen He
- Institute of Pain Medicine and Special Environmental Medicine, Co-innovation Center of Neuroregeneration, Nantong University, Nantong, Jiangsu 226019, P.R. China
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15
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Ren Z, Song Y, Xian J, Liao Y, Zhan Y, Zhao T, Wang H, Jiang J, Xu M, Jiang Y, Liu X, Wei X, Wang K, Xiao J. Identification of Fangchinoline as a novel autophagy inhibitor with an adjuvant of chemotherapy against lung cancer. Toxicol Appl Pharmacol 2023; 477:116679. [PMID: 37689368 DOI: 10.1016/j.taap.2023.116679] [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: 07/02/2023] [Revised: 08/28/2023] [Accepted: 09/05/2023] [Indexed: 09/11/2023]
Abstract
Autophagy is a fundamental recycling pathway that enhances cellular resilience, promoting survival. However, this survival mechanism can impede anti-cancer treatment strategies designed to induce cell death. In this study, we identified a novel autophagy inhibitor, Fangchinoline (Fan) isolated from the traditional Chinese medicine Stephania tetrandra. We speculated that when Fan blocks autophagy, cancer cells lose substantial self-preservation abilities during treatment. Firstly, we examined in detail the mechanism through which Fan inhibits autophagy. Specifically, Fan induced a significant increase in autophagosomes, as indicated by GFP-LC3 labeling, confirmed by the up-regulation of LC3-II. The autophagy receptor protein p62 was also up-regulated, suggesting a potential inhibition of autophagy flux. We further ruled out the possibility of fusion barriers between lysosomes and autophagosomes, as confirmed by their co-localization in double fluorescence staining. However, the lysosomal acid environment might be compromised, as suggested by the diminished fluorescence of acidity-sensitive dyes in the lysosomes and the corresponding decrease in mature forms of lysosomal cathepsin. To test the anti-cancer potential of Fan, we combined it with Cisplatin (Cis) or Paclitaxel (PTX) for lung cancer cell treatment. This combined treatment demonstrated a synergistically enhanced killing effect. These promising anti-tumor results were also replicated in a xenografted tumor model. The significance of this research lies in the identification of Fan as a potent autophagy inhibitor and its potential to enhance the efficacy of existing anti-cancer drugs. By unraveling the mechanisms of Fan's action on autophagy and demonstrating its synergistic effect in combination therapies, our study provides valuable insights for developing novel strategies to overcome autophagy-mediated resistance in cancer treatment.
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Affiliation(s)
- Zhenyang Ren
- Research Center for Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Department of Biochemistry, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.
| | - Yue Song
- Research Center for Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Department of Biochemistry, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.
| | - Jinhuan Xian
- Research Center for Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Department of Pathology, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.
| | - Yuan Liao
- Research Center for Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Department of Biochemistry, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.
| | - Yujuan Zhan
- Research Center for Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; Department of Biochemistry, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.
| | - Tingxiu Zhao
- Department of Pathology, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.
| | - Huiqi Wang
- Research Center for Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.
| | - Junbo Jiang
- Research Center for Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.
| | - Mansi Xu
- Research Center for Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.
| | - Yanjun Jiang
- Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Hong Kong 999077, China.
| | - Xiaodong Liu
- Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Hong Kong 999077, China.
| | - Xianli Wei
- Department of Medical Instruments, Guangdong Food and Drug Vocational College, Guangzhou 510520, China.
| | - Kun Wang
- Department of Pathology, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.
| | - Jianyong Xiao
- Department of Biochemistry, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.
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16
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Korucu Aktas P, Baysal I, Yabanoglu-Ciftci S, Arica B. Development and In Vitro Evaluation of Crizotinib-Loaded Lipid-Polymer Hybrid Nanoparticles Using Box-Behnken Design in Non-small Cell Lung Cancer. AAPS PharmSciTech 2023; 24:178. [PMID: 37658977 DOI: 10.1208/s12249-023-02634-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 08/07/2023] [Indexed: 09/05/2023] Open
Abstract
The goal of the study was to produce, optimize, characterize, and compare crizotinib-loaded lipid-polymer hybrid nanoparticles (CL-LPHNPs), representing a novel contribution to the existing literature, and to determine their anticancer activity in non-small cell lung cancer cells (NSCLC). Box-Behnken design was used to investigate the effect of three independent variables: polymer amount (X1), soy phosphatidylcholine (X2), and DSPE-PEG (X3), on three responses: particle size (Y1), polydispersity index (Y2), and zeta potential (Y3). Different parameters were evaluated on the optimized LPHNP formulations such as encapsulation efficiency, drug release study, transmission electron microscopy (TEM) image analysis, and in vitro cell evaluations. The mean particle size of the optimized formulation is between 120 and 220 nm with a PDI< 0.2 and a zeta potential of -10 to -15 mV. The encapsulation efficiency values of crizotinib-loaded PLGA-LPHNPs (CL-PLGA-LPHNPs) and crizotinib-loaded PCL-LPHNPs (CL-PCL-LPHNPs) were 79.25±0.07% and 70.93±1.81%, respectively. Drug release study of CL-PLGA-LPHNPs and CL-PCL-LPHNPs showed a controlled and sustained release pattern as a result of core-shell type. Additionally, after 48 h, CL-PLGA-LPHNPs and CL-PCL-LPHNPs significantly reduced the viability of NCI-H2228 cells compared to free crizotinib. Moreover, CL-PLGA-LPHNPs and CL-PCL-LPHNPs exhibited a significant decrease in RAS, RAF, MEK, and ERK gene/protein expression levels after 48-h incubation. In conclusion, this pioneering study introduces lipid-polymer hybrid nanoparticles containing crizotinib as a novel treatment approach, uniting the advantages of a polymeric core and a lipid shell. The successful formulation optimization using Box-Behnken design yielded nanoparticles with adjustable size, remarkable stability, high drug loading, and a customizable drug release profile. Extensive investigations of key parameters, including particle size, PDI, ZP, TEM analysis, drug release, EE%, and in vitro evaluations, validate the potential of these nanoparticles. Moreover, the examination of two different polymers, PLGA and PCL, highlights their distinct impacts on nanoparticle performance. This research opens up new prospects for advanced therapeutic interventions with lipid-polymer hybrid nanoparticles.
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Affiliation(s)
- Pelinsu Korucu Aktas
- Department of Pharmaceutical Technology, Faculty of Pharmacy, Hacettepe University, 06100, Ankara, Turkey
| | - Ipek Baysal
- Vocational School of Health Services, Hacettepe University, Ankara, Turkey
| | | | - Betul Arica
- Department of Pharmaceutical Technology, Faculty of Pharmacy, Hacettepe University, 06100, Ankara, Turkey.
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17
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Bian D, Sun L, Hu J, Duan L, Xia H, Zhu X, Sun F, Zhang L, Yu H, Xiong Y, Huang Z, Zhao D, Song N, Yang J, Bao X, Wu W, Huang J, He W, Zhu Y, Jiang G, Zhang P. Neoadjuvant Afatinib for stage III EGFR-mutant non-small cell lung cancer: a phase II study. Nat Commun 2023; 14:4655. [PMID: 37537219 PMCID: PMC10400609 DOI: 10.1038/s41467-023-40349-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 07/25/2023] [Indexed: 08/05/2023] Open
Abstract
Afatinib, an irreversible ErbB-family blocker, could improve the survival of advanced epidermal growth factor receptor (EGFR)-mutant non-small cell lung cancer patients (NSCLCm+). This phase II trial (NCT04201756) aimed to assess the feasibility of neoadjuvant Afatinib treatment for stage III NSCLCm+. Forty-seven patients received neoadjuvant Afatinib treatment (40 mg daily). The primary endpoint was objective response rate (ORR). Secondary endpoints included pathological complete response (pCR) rate, pathological downstaging rate, margin-free resection (R0) rate, event-free survival, disease-free survival, progression-free survival, overall survival, treatment-related adverse events (TRAEs). The ORR was 70.2% (95% CI: 56.5% to 84.0%), meeting the pre-specified endpoint. The major pathological response (MPR), pCR, pathological downstaging, and R0 rates were 9.1%, 3.0%, 57.6%, and 87.9%, respectively. The median survivals were not reached. The most common TRAEs were diarrhea (78.7%) and rash (78.7%). Only three patients experienced grade 3/4 TRAEs. Biomarker analysis and tumor microenvironment dynamics by bulk RNA sequencing were included as predefined exploratory endpoints. CISH expression was a promising marker for Afatinib response (AUC = 0.918). In responders, compared to baseline samples, increasing T-cell- and B-cell-related features were observed in post-treatment tumor and lymph-node samples, respectively. Neoadjuvant Afatinib is feasible for stage III NSCLC+ patients and leads to dynamic changes in the tumor microenvironment.
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Affiliation(s)
- Dongliang Bian
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Liangdong Sun
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Junjie Hu
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Liang Duan
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Haoran Xia
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Xinsheng Zhu
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Fenghuan Sun
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Lele Zhang
- Central Laboratory, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, 200433, China
| | - Huansha Yu
- Department of Animal Experimental Center, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Yicheng Xiong
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Zhida Huang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
- Nanchang University School of Medicine, Nanchang, Jiangxi, 330006, China
| | - Deping Zhao
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Nan Song
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Jie Yang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Xiao Bao
- Department of Radiology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Wei Wu
- Department of Molecular Pathology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Jie Huang
- Department of Clinical Research Center, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China
| | - Wenxin He
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China.
| | - Yuming Zhu
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China.
| | - Gening Jiang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China.
| | - Peng Zhang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China.
- Wenzhou Medical University, Wenzhou, Zhejiang, 325035, China.
- Shihezi University School of Medicine, Shihezi, Xinjiang, 832099, China.
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18
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Ma Z, Gao Q, Xin W, Wang L, Chen Y, Su C, Gao S, Sun R. The role of miR-143-3p/FNDC1 axis on the progression of non-small cell lung cancer. Eur J Histochem 2023; 67:3577. [PMID: 37132497 PMCID: PMC10203978 DOI: 10.4081/ejh.2023.3577] [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: 10/12/2022] [Accepted: 03/22/2023] [Indexed: 05/04/2023] Open
Abstract
The study aimed to explore the functional role of fibronectin type III domain containing 1 (FNDC1) in nonsmall cell lung cancer (NSCLC), as well as the mechanism governing its expression. The expression levels of FNDC1 and related genes in tissue and cell samples were detected by qRT-PCR. Kaplan-Meier analysis was employed to analyze the association between FNDC1 level and the overall survival of NSCLC patients. Functional experiments such as CCK-8 proliferation, colony formation, EDU staining, migration and invasion assays were conducted to investigate the functional role of FNDC1 in regulating the malignancy of NSCLC cells. Bioinformatic tools and dual-luciferase reporter assay were used to identify the miRNA regulator of FNDC1 in NSCLC cells. Our data revealed the upregulation of FNDC1 at mRNA and protein levels in NSCLC tumor tissues cancer cell lines, compared with normal counterparts. NSCLC patients with higher FNDC1 expression suffered from a poorer overall survival. FNDC1 knockdown significantly suppressed the proliferation, migration and invasion of NSCLC cells, and had an inhibitory effect on tube formation. We further demonstrated that miR-143-3p was an upstream regulator of FNDC1 and miR-143-3p expression was repressed in NSCLC samples. Similar to FNDC1 knockdown, miR-143-3p overexpression inhibited the growth, migration and invasion of NSCLC cells. FNDC1 overexpression could partially rescue the effect of miR-143-3p overexpression. FNDC1 silencing also suppressed the tumorigenesis of NSCLC cells in mouse model. In conclusion, FNDC1 promotes the malignant prototypes of NSCLC cells. miR-143-3p is a negative regulator of FNDC1 in NSCLC cells, which may serve as a promising therapeutic target in NSCLC.
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Affiliation(s)
- Zhanshu Ma
- Department of Radiotherapy, Affiliated Hospital of Chifeng University, Chifeng.
| | - Qi Gao
- Department of Radiotherapy, Affiliated Hospital of Chifeng University, Chifeng.
| | - Wenjing Xin
- Department of Radiotherapy, Affiliated Hospital of Chifeng University, Chifeng.
| | - Lei Wang
- Department of Radiotherapy, Affiliated Hospital of Chifeng University, Chifeng.
| | - Yan Chen
- Department of Radiotherapy, Affiliated Hospital of Chifeng University, Chifeng.
| | - Chang Su
- Department of Radiotherapy, Affiliated Hospital of Chifeng University, Chifeng.
| | - Songyan Gao
- Department of Radiotherapy, Affiliated Hospital of Chifeng University, Chifeng.
| | - Ruiling Sun
- Department of Radiotherapy, Affiliated Hospital of Chifeng University, Chifeng.
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Liu X, Xu M, Jia W, Duan Y, Ma J, Tai W. PU.1 negatively regulates tumorigenesis in non-small-cell lung cancer. MEDICAL ONCOLOGY (NORTHWOOD, LONDON, ENGLAND) 2023; 40:79. [PMID: 36648591 DOI: 10.1007/s12032-023-01946-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 12/27/2022] [Indexed: 01/18/2023]
Abstract
PU.1 is a key transcription factor that modulates hematopoietic cell differentiation and is involved in various physiological and pathological processes. PU.1 has been described to have multiple roles in a diverse range of cancers, but its contribution in non-small-cell lung cancer (NSCLC) has not been clearly elucidated. Fifty pairs of lung adenocarcinoma (LUAD) tissues and paraneoplastic tissues were collected. RT-qPCR assay was used to test PU.1 expression. Expression of PU.1 in LUAD cell lines and control cell lines was detected by RT-qPCR, and the role of PU.1 in LUAD was investigated by in vitro experiment. Levels of the major proteins in the apoptotic pathway were also detected by Western blot. The expression of PU.1 was remarkably downregulated in LUAD. Overexpression of PU.1 impaired the viability of LUAD cells as well as their metastatic function. In addition, PU.1 promoted apoptosis of LUAD cells by decreasing Bcl2 and increasing Bax/Bak1 expression. PU.1 plays an inhibitory role in LUAD, mainly promoting the apoptosis of LUAD cells.
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Affiliation(s)
- Xiaoxiao Liu
- Department of Clinical Laboratory, Yunnan Molecular Diagnostic Center, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Muli Xu
- Department of Clinical Laboratory, Yunnan Molecular Diagnostic Center, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Wanting Jia
- Department of Clinical Laboratory, Yunnan Molecular Diagnostic Center, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Yu Duan
- Department of Clinical Laboratory, Yunnan Molecular Diagnostic Center, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Jiaxuan Ma
- Department of Clinical Laboratory, Yunnan Molecular Diagnostic Center, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Wenlin Tai
- Department of Clinical Laboratory, Yunnan Molecular Diagnostic Center, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
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20
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Multi-Target Potential of Berberine as an Antineoplastic and Antimetastatic Agent: A Special Focus on Lung Cancer Treatment. Cells 2022; 11:cells11213433. [PMID: 36359829 PMCID: PMC9655513 DOI: 10.3390/cells11213433] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 10/21/2022] [Accepted: 10/22/2022] [Indexed: 11/06/2022] Open
Abstract
Despite therapeutic advancements, lung cancer remains the principal cause of cancer mortality in a global scenario. The increased incidence of tumor reoccurrence and progression and the highly metastatic nature of lung cancer are of great concern and hence require the investigation of novel therapies and/or medications. Naturally occurring compounds from plants serve as important resources for novel drugs for cancer therapy. Amongst these phytochemicals, Berberine, an alkaloid, has been extensively explored as a potential natural anticancer therapeutic agent. Several studies have shown the effectiveness of Berberine in inhibiting cancer growth and progression mediated via several different mechanisms, which include cell cycle arrest, inducing cell death by apoptosis and autophagy, inhibiting cell proliferation and invasion, as well as regulating the expression of microRNA, telomerase activity, and the tumor microenvironment, which usually varies for different cancer types. In this review, we aim to provide a better understanding of molecular insights of Berberine and its various derivative-induced antiproliferative and antimetastatic effects against lung cancer. In conclusion, the Berberine imparts its anticancer efficacy against lung cancers via modulation of several signaling pathways involved in cancer cell viability and proliferation, as well as migration, invasion, and metastasis.
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21
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Vellichirammal NN, Albahrani A, Guda C. Fusion gene recurrence in non-small cell lung cancers and its association with cigarette smoke exposure. Transl Lung Cancer Res 2022; 11:2022-2039. [PMID: 36386463 PMCID: PMC9641034 DOI: 10.21037/tlcr-22-113] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 08/22/2022] [Indexed: 01/19/2025]
Abstract
BACKGROUND Lung cancer remains the leading cause of cancer-related deaths in the US despite novel treatment protocols, with about 235,000 new cases and 131,000 deaths expected from this cancer in 2021 alone. Lung adenocarcinoma and squamous cell carcinoma, which are both subtypes of non-small cell lung cancer, account for most lung cancer cases, and comparing the molecular signatures in these two cancers can identify novel mechanisms that contribute to non-small cell lung cancer oncogenesis. METHODS We, in this study, performed a comprehensive gene fusion profiling of these cancers, which is understudied in lung cancers. Using an alignment-free fusion detection tool, 'ChimeRScope', we screened for gene fusions in lung adenocarcinoma and squamous cell carcinoma datasets from The Cancer Gene Atlas database. Fusion profiles in these two cancer subtypes were essentially different with minimal overlap. RESULTS Our analysis revealed a positive association of smoking to fusion frequency in lung adenocarcinoma but not in squamous cell carcinoma and identified several fusion genes that could be explored as markers associated with cigarette smoke exposure. We also identified differentially regulated pathways linked to E2F, G2M checkpoint, and MTORC1 signaling upregulated and P53 pathway downregulated in samples containing high fusions in lung adenocarcinoma. Our results indicate that downregulation of the P53 pathway leads to higher gene fusion formation in lung adenocarcinoma. CONCLUSIONS This manuscript provides a strong rationale for investigating the molecular mechanisms of cigarette smoke-induced gene fusion formation associated with lung cancer. Novel recurrent fusions associated with cigarette smoke were identified in our study, which could further be investigated for patient stratification, personalized therapy, and therapeutic monitoring.
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Affiliation(s)
| | - Abrar Albahrani
- Department of Genetics, Cell Biology, and Anatomy, University of Nebraska Medical Center, Omaha, NE, USA
| | - Chittibabu Guda
- Department of Genetics, Cell Biology, and Anatomy, University of Nebraska Medical Center, Omaha, NE, USA
- Center for Biomedical Informatics Research and Innovation (CBIRI), University of Nebraska Medical Center, Omaha, NE, USA
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22
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Cui Y, Chen Z, Pan B, Chen T, Ding H, Li Q, Wan L, Luo G, Sun L, Ding C, Yang J, Tong X, Zhao J. Neddylation pattern indicates tumor microenvironment characterization and predicts prognosis in lung adenocarcinoma. Front Cell Dev Biol 2022; 10:979262. [PMID: 36176276 PMCID: PMC9513323 DOI: 10.3389/fcell.2022.979262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 08/22/2022] [Indexed: 11/13/2022] Open
Abstract
Background: Lung adenocarcinoma (LUAD) is the most common type of lung cancer with a complex tumor microenvironment. Neddylation, as a type of post-translational modification, plays a vital role in the development of LUAD. To date, no study has explored the potential of neddylation-associated genes for LUAD classification, prognosis prediction, and treatment response evaluation.Methods: Seventy-six neddylation-associated prognostic genes were identified by Univariate Cox analysis. Patients with LUAD were classified into two patterns based on unsupervised consensus clustering analysis. In addition, a 10-gene prognostic signature was constructed using LASSO-Cox and a multivariate stepwise regression approach.Results: Substantial differences were observed between the two patterns of LUAD in terms of prognosis. Compared with neddylation cluster2, neddylation cluster1 exhibited low levels of immune infiltration that promote tumor progression. Additionally, the neddylation-related risk score correlated with clinical parameters and it can be a good predictor of patient outcomes, gene mutation levels, and chemotherapeutic responses.Conclusion: Neddylation patterns can distinguish tumor microenvironment and prognosis in patients with LUAD. Prognostic signatures based on neddylation-associated genes can predict patient outcomes and guide personalized treatment.
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Affiliation(s)
- Yuan Cui
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Zhike Chen
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Bin Pan
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Tong Chen
- Department of Orthopaedics, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Hao Ding
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Qifan Li
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Li Wan
- Soochow University Laboratory of Cancer Molecular Genetics, Medical College of Soochow University, Suzhou, China
| | - Gaomeng Luo
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Lang Sun
- Department of Cardiovascular Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Cheng Ding
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jian Yang
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
- *Correspondence: Jian Yang, ; Xin Tong, ; Jun Zhao,
| | - Xin Tong
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
- *Correspondence: Jian Yang, ; Xin Tong, ; Jun Zhao,
| | - Jun Zhao
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
- *Correspondence: Jian Yang, ; Xin Tong, ; Jun Zhao,
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23
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Yang D, Niu Y, Ni H, Leng J, Xu X, Yuan X, Chen K, Wu Y, Wu H, Lu H, Xu J, Wang L, Jiang Y, Cui D, Hu J, Xia D, Wu Y. Identification of metastasis-related long non-coding RNAs in lung cancer through a novel tumor mesenchymal score. Pathol Res Pract 2022; 237:154018. [PMID: 35914372 DOI: 10.1016/j.prp.2022.154018] [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] [Received: 04/06/2022] [Revised: 06/17/2022] [Accepted: 07/10/2022] [Indexed: 11/16/2022]
Abstract
Long non-coding RNAs (lncRNAs) have been proven to play critical roles in epithelial-mesenchymal transition (EMT) and metastasis of lung cancer. However, the biological functions and related mechanisms of lncRNAs are unclear. In addition, the EMT-based prognosis prediction in lung cancer still lacks investigation. Here, we established the methodology of identifying critical metastasis-related lncRNAs using comprehensive datasets of cancer transcriptome, genome and epigenome, and also provided tools for prognosis prediction in lung cancer. Initially, important mesenchymal marker genes were identified to compose the tumor mesenchymal score, which predicted patient prognosis in lung cancer, especially lung adenocarcinoma (LUAD). The score was also correlated with several crucial biological and physiological processes, such as tumor immune and hypoxia. Based on the score, lung cancer patients was classified into epithelial and mesenchymal subtypes, and lncRNAs which exhibited expressional dysregulation, promotor methylation alteration and copy number variation between the two subtypes in LUAD were identified and underwent further prognostic analyses. Finally, we identified 14 lncRNAs as EMT-related and significant biomarkers in prognosis prediction of LUAD. As validation, lncRNA RBPMS-AS1 was proven to be co-expressed with epithelial biomarkers, suppressive for A549 cell migration, invasion and EMT, and also significantly associated with better outcomes of LUAD patients, suggesting the potential of RBPMS-AS1 to serve as a lncRNA epithelial biomarker in metastasis of LUAD. Based on the identified lncRNAs, an EMT-linked lncRNA prognostic signature was further established. Taken together, our study provides robust predictive tools, potential lncRNA targets and feasible screening strategies for future study of lung cancer metastasis.
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Affiliation(s)
- Dexin Yang
- Department of Toxicology of School of Public Health, and Department of Gynecologic Oncology of Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Yuequn Niu
- Department of Toxicology of School of Public Health, and Department of Gynecologic Oncology of Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China; Department of Thoracic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
| | - Heng Ni
- Department of Toxicology of School of Public Health, and Department of Gynecologic Oncology of Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China; Department of Thoracic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
| | - Jing Leng
- Department of Toxicology of School of Public Health, and Department of Gynecologic Oncology of Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Xian Xu
- Department of Toxicology of School of Public Health, and Department of Gynecologic Oncology of Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Xiaoyu Yuan
- Department of Toxicology of School of Public Health, and Department of Gynecologic Oncology of Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Kelie Chen
- Department of Toxicology of School of Public Health, and Department of Gynecologic Oncology of Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Yongfeng Wu
- Department of Toxicology of School of Public Health, and Department of Gynecologic Oncology of Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China; Department of Thoracic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
| | - Han Wu
- Department of Ophthalmology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Haohua Lu
- Department of Toxicology of School of Public Health, and Department of Gynecologic Oncology of Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Jinming Xu
- Department of Thoracic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
| | - Luming Wang
- Department of Thoracic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
| | - Yifan Jiang
- Department of Toxicology of School of Public Health, and Department of Gynecologic Oncology of Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Dongyu Cui
- Department of Toxicology of School of Public Health, and Department of Gynecologic Oncology of Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Jian Hu
- Department of Thoracic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
| | - Dajing Xia
- Department of Toxicology of School of Public Health, and Department of Gynecologic Oncology of Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China.
| | - Yihua Wu
- Department of Toxicology of School of Public Health, and Department of Gynecologic Oncology of Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China; Research Unit of Intelligence Classification of Tumor Pathology and Precision Therapy, Chinese Academy of Medical Sciences (2019RU042), Hangzhou 310058, Zhejiang, China.
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24
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Wang X. New strategies of clinical precision medicine. Clin Transl Med 2022; 12:e135. [PMID: 35230750 PMCID: PMC8886635 DOI: 10.1002/ctm2.135] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 07/09/2020] [Accepted: 07/09/2020] [Indexed: 12/22/2022] Open
Affiliation(s)
- Xiangdong Wang
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University Shanghai Medical College, Shanghai, China
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25
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Wieleba I, Wojas-Krawczyk K, Krawczyk P, Milanowski J. Clinical Application Perspectives of Lung Cancers 3D Tumor Microenvironment Models for In Vitro Cultures. Int J Mol Sci 2022; 23:ijms23042261. [PMID: 35216378 PMCID: PMC8876687 DOI: 10.3390/ijms23042261] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 02/01/2022] [Accepted: 02/16/2022] [Indexed: 02/01/2023] Open
Abstract
Despite the enormous progress and development of modern therapies, lung cancer remains one of the most common causes of death among men and women. The key element in the development of new anti-cancer drugs is proper planning of the preclinical research phase. The most adequate basic research exemplary for cancer study are 3D tumor microenvironment in vitro models, which allow us to avoid the use of animal models and ensure replicable culture condition. However, the question tormenting the scientist is how to choose the best tool for tumor microenvironment research, especially for extremely heterogenous lung cancer cases. In the presented review we are focused to explain the key factors of lung cancer biology, its microenvironment, and clinical gaps related to different therapies. The review summarized the most important strategies for in vitro culture models mimicking the tumor–tumor microenvironmental interaction, as well as all advantages and disadvantages were depicted. This knowledge could facilitate the right decision to designate proper pre-clinical in vitro study, based on available analytical tools and technical capabilities, to obtain more reliable and personalized results for faster introduction them into the future clinical trials.
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26
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Xie Q, Zhao S, Liu W, Cui Y, Li F, Li Z, Guo T, Yu W, Guo W, Deng W, Gu C. YBX1 Enhances Metastasis and Stemness by Transcriptionally Regulating MUC1 in Lung Adenocarcinoma. Front Oncol 2022; 11:702491. [PMID: 34976785 PMCID: PMC8714800 DOI: 10.3389/fonc.2021.702491] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 11/29/2021] [Indexed: 12/12/2022] Open
Abstract
Abnormal expression of the transcription factor Y-box-binding protein-1 (YBX1) is associated with the proliferation, migration, aggressiveness, and stem-like properties of various cancers. These characteristics contribute to the tumorigenesis and metastasis of cancer. We found that the expression levels of Mucin-1 (MUC1) and YBX1 were positively correlated in lung adenocarcinoma cells and lung adenocarcinoma tissue. Our retrospective cohort study of 176 lung adenocarcinoma patients after surgery showed that low expression of both YBX1 and MUC1 was an independent predictor of the prognosis and recurrence of lung adenocarcinoma. In lung adenocarcinoma cells, the silencing/overexpression of YBX1 caused a simultaneous change in MUC1, and MUC1 overexpression partially reversed the decreased tumor cell migration, aggressiveness, and stemness caused by YBX1 silencing. Moreover, chromatin immunoprecipitation (ChIP) and dual-luciferase reporter assays proved that MUC1 was the downstream target of YBX1 and that YBX1 bound to the -1480~-1476 position in the promoter region of MUC1 to regulate its transcription. Furthermore, in mouse xenograft models and a lung cancer metastasis model, MUC1, which is downstream of YBX1, partially reversed the decreased number and size of tumors caused by YBX1 silencing. In conclusion, our findings indicated a novel mechanism by which YBX1 promotes the stemness and metastasis of lung adenocarcinoma by targeting MUC1 and provided a combination approach for diagnosis different from traditional single tumor biomarkers to predict patient prognosis and provide clinical treatment targets.
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Affiliation(s)
- Qiang Xie
- Department of Thoracic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.,Lung Cancer Diagnosis, and Treatment Center of Dalian, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Shilei Zhao
- Department of Thoracic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.,Lung Cancer Diagnosis, and Treatment Center of Dalian, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Wenzhi Liu
- Department of Thoracic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.,Lung Cancer Diagnosis, and Treatment Center of Dalian, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Yanwei Cui
- Zhongshan Hospital, Dalian University, Dalian, China
| | - Fengzhou Li
- Department of Thoracic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.,Lung Cancer Diagnosis, and Treatment Center of Dalian, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Zhuoshi Li
- Department of Thoracic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.,Lung Cancer Diagnosis, and Treatment Center of Dalian, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Tao Guo
- Department of Thoracic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.,Lung Cancer Diagnosis, and Treatment Center of Dalian, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Wendan Yu
- Institute of Cancer Stem Cell, Lung Cancer Diagnosis and Treatment Center, Dalian Medical University, Dalian, China
| | - Wei Guo
- Institute of Cancer Stem Cell, Lung Cancer Diagnosis and Treatment Center, Dalian Medical University, Dalian, China
| | - Wuguo Deng
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Chundong Gu
- Department of Thoracic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.,Lung Cancer Diagnosis, and Treatment Center of Dalian, The First Affiliated Hospital of Dalian Medical University, Dalian, China
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27
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Analysis of the Single-Cell Heterogeneity of Adenocarcinoma Cell Lines and the Investigation of Intratumor Heterogeneity Reveals the Expression of Transmembrane Protein 45A (TMEM45A) in Lung Adenocarcinoma Cancer Patients. Cancers (Basel) 2021; 14:cancers14010144. [PMID: 35008313 PMCID: PMC8750076 DOI: 10.3390/cancers14010144] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 12/14/2021] [Accepted: 12/24/2021] [Indexed: 11/25/2022] Open
Abstract
Simple Summary Non-small cell lung cancer (NSCLC) is one of the main causes of cancer-related deaths worldwide. Intratumoral heterogeneity (ITH) is responsible for the majority of difficulties encountered in the treatment of lung-cancer patients. Therefore, the heterogeneity of NSCLC cell lines and primary lung adenocarcinoma was investigated by single-cell mass cytometry (CyTOF). Human NSCLC adenocarcinoma cells A549, H1975, and H1650 were studied at single-cell resolution for the expression pattern of 13 markers: GLUT1, MCT4, CA9, TMEM45A, CD66, CD274, CD24, CD326, pan-keratin, TRA-1-60, galectin-3, galectin-1, and EGFR. The intra- and inter-cell-line heterogeneity of A549, H1975, and H1650 cells were demonstrated through hypoxic modeling. Additionally, human primary lung adenocarcinoma, and non-involved healthy lung tissue were homogenized to prepare a single-cell suspension for CyTOF analysis. The single-cell heterogeneity was confirmed using unsupervised viSNE and FlowSOM analysis. Our results also show, for the first time, that TMEM45A is expressed in lung adenocarcinoma. Abstract Intratumoral heterogeneity (ITH) is responsible for the majority of difficulties encountered in the treatment of lung-cancer patients. Therefore, the heterogeneity of NSCLC cell lines and primary lung adenocarcinoma was investigated by single-cell mass cytometry (CyTOF). First, we studied the single-cell heterogeneity of frequent NSCLC adenocarcinoma models, such as A549, H1975, and H1650. The intra- and inter-cell-line single-cell heterogeneity is represented in the expression patterns of 13 markers—namely GLUT1, MCT4, CA9, TMEM45A, CD66, CD274 (PD-L1), CD24, CD326 (EpCAM), pan-keratin, TRA-1-60, galectin-3, galectin-1, and EGFR. The qRT-PCR and CyTOF analyses revealed that a hypoxic microenvironment and altered metabolism may influence cell-line heterogeneity. Additionally, human primary lung adenocarcinoma and non-involved healthy lung tissue biopsies were homogenized to prepare a single-cell suspension for CyTOF analysis. The CyTOF showed the ITH of human primary lung adenocarcinoma for 14 markers; particularly, the higher expressions of GLUT1, MCT4, CA9, TMEM45A, and CD66 were associated with the lung-tumor tissue. Our single-cell results are the first to demonstrate TMEM45A expression in human lung adenocarcinoma, which was verified by immunohistochemistry.
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Wang T, Zou J, Wu Q, Wang R, Yuan CL, Shu J, Zhai BB, Huang XT, Liu NZ, Hua FY, Wang XC, Mei WJ. Tanshinone IIA derivatives induced S-phase arrest through stabilizing c-myc G-quadruplex DNA to regulate ROS-mediated PI3K/Akt/mTOR pathway. Eur J Pharmacol 2021; 912:174586. [PMID: 34710368 DOI: 10.1016/j.ejphar.2021.174586] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 10/12/2021] [Accepted: 10/18/2021] [Indexed: 02/07/2023]
Abstract
Herein, a derivate from tanshinone IIA, 1,6,6-trimethyl-11-phenyl-7,8,9,10-tetrahydro-6H-furo[2',3':1,2]phenanthro[3,4-d]imidazole (TA25), has been synthesized and investigated as potential inhibitor against the proliferation, migration and invasion of lung cancer cells. MTT assay and cell colony formation assay results showed that TA25 exhibits acceptable inhibitory effect against the proliferation of lung cancer A549 cells, and the value of IC50 was about 17.9 μM. This result was further confirmed by the inhibition of TA25 against the growth of xenograft lung cancer cells on zebrafish bearing tumor (A549 lung cancer cells). The results of wound-healing assay and FITC-gelatin invasion assay displayed that TA25 could inhibit the migration and invasion of lung cancer A549 cells. Moreover, the studies on the binding properties of TA25 interact with c-myc G-quadruplex DNA suggested that TA25 can bind in the G-quarter plane formed from G7, G11, G16 and G20 with c-myc G-quadruplex DNA through π-π stacking. Further study of the potential anti-cancer mechanism indicated that TA25 can induce S-phase arrest in lung cancer A549 cells, and this phenomenon resulted from the promotion of the production of reactive oxygen species and DNA damage in A549 cells under the action of TA25. Further research revealed that TA25 could inhibit the PI3K/Akt/mTOR signal pathway and increase the expression of p53 protein. Overall, TA25 can be developed into a promising inhibitor against the proliferation, migration and invasion of lung cancer cells and has potential clinical application in the near future.
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Affiliation(s)
- Teng Wang
- School of Pharmacy, Guangdong Pharmaceutical University, Guangzhou, 510006, China
| | - Jun Zou
- School of Pharmacy, Guangdong Pharmaceutical University, Guangzhou, 510006, China
| | - Qiong Wu
- Guangdong Province Engineering Technology Centre for Molecular Probe and Bio-medicine Imaging, Guangzhou, 510006, China.
| | - Rui Wang
- The First Affiliation Hospital, Guangdong Pharmaceutical University, Guangzhou, 510062, China
| | - Chan-Ling Yuan
- School of Pharmacy, Guangdong Pharmaceutical University, Guangzhou, 510006, China
| | - Jing Shu
- School of Pharmacy, Guangdong Pharmaceutical University, Guangzhou, 510006, China
| | - Bing-Bing Zhai
- School of Pharmacy, Guangdong Pharmaceutical University, Guangzhou, 510006, China
| | - Xiao-Ting Huang
- Guangdong Province Engineering Technology Centre for Molecular Probe and Bio-medicine Imaging, Guangzhou, 510006, China
| | - Ning-Zhi Liu
- School of Pharmacy, Guangdong Pharmaceutical University, Guangzhou, 510006, China
| | - Feng-Yang Hua
- The First Affiliation Hospital, Guangdong Pharmaceutical University, Guangzhou, 510062, China
| | - Xi-Cheng Wang
- The First Affiliation Hospital, Guangdong Pharmaceutical University, Guangzhou, 510062, China; Guangdong Province Engineering Technology Centre for Molecular Probe and Bio-medicine Imaging, Guangzhou, 510006, China.
| | - Wen-Jie Mei
- School of Pharmacy, Guangdong Pharmaceutical University, Guangzhou, 510006, China; Guangdong Province Engineering Technology Centre for Molecular Probe and Bio-medicine Imaging, Guangzhou, 510006, China.
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Zhang Q, Jia H, Wang Z, Hao S, Huang H, Yang A, Han L, Song P. Intertumoural Heterogeneity and Branch Evolution of Synchronous Multiple Primary Lung Adenocarcinomas by Next-Generation Sequencing Analysis. Front Oncol 2021; 11:760715. [PMID: 34804960 PMCID: PMC8595338 DOI: 10.3389/fonc.2021.760715] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 10/13/2021] [Indexed: 12/24/2022] Open
Abstract
Objectives Multiple primary lung cancers (MPLCs) are an increasingly well-known clinical phenomenon, but there is a lack of high-level evidence for their optimal clinical diagnosis and therapeutic approaches. Thus, we analysed genetic variation to determine the intertumoural heterogeneity and branch evolution of synchronous multiple primary lung adenocarcinomas. Methods We performed multiplex mutational sequencing on 93 synchronous multiple primary lung adenocarcinoma lesions from 42 patients who underwent surgical resection. Results The high discordance rate of mutation was 92.9% (n=39) between tumours in individual patients. EGFR, TP53 and KRAS mutations were detected in 57 (61.3%), 19 (20.4%) and 11 (11.8%) of the 93 tumours, respectively. 16 cases of multiple primary lung adenocarcinomas simultaneously harboured EGFR mutations and TP53 mutations. Matching mutations between paired tumours were observed in 1 (2.4%) patient for P20. The genotypes were all EGFR L858R mutations, but the pathological type of P20T1 was lepidic predominant, and P20T2 was adenocarcinoma in situ. In the phylogenetic tree, genetic variations were divided into trunk, shared and branch subtypes. Branch mutations accounted for 91.09% of variations in sMPLA, while the ratio of trunk (4.95%) and shared (3.96%) variations was significantly lower. Conclusions Remarkable intertumoural heterogeneity and frequent branch mutations were found in synchronous multiple primary lung adenocarcinomas.
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Affiliation(s)
- Qinleng Zhang
- Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China.,Department of Thoracic Surgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Hui Jia
- Department of Respiratory Internal, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Zhendan Wang
- Department of Thoracic Surgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Shaoyu Hao
- Department of Thoracic Surgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Haiyan Huang
- Department of Bioinformatics, Berry Oncology Corporation, Beijing, China
| | - Airong Yang
- Department of Bioinformatics, Berry Oncology Corporation, Beijing, China
| | - Lu Han
- Department of Thoracic Surgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Pingping Song
- Department of Thoracic Surgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
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30
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Zhu Z, Li F, Wang X, Li C, Meng Q, Wang C, Huang J, Chen S, Wu X. Correlation of transrenal DNA with non-small-cell lung cancer in noninvasive disease monitoring. Biomark Med 2021; 15:1553-1562. [PMID: 34651512 DOI: 10.2217/bmm-2020-0651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Background: The study aims to use noninvasive transrenal DNA in advanced non-small-cell lung cancer (NSCLC) patients for treatment monitoring and prognosis. Methods: Urine specimens were collected longitudinally for 103 late-stage NSCLC patients. Detection of targetable mutations in transrenal DNA was achieved by digital droplet PCR. Patients' overall survival outcomes were correlated with levels of transrenal DNA. Results: Corresponding patients' matched tumor results demonstrated concordance rate of 95.6% with transrenal DNA. A significant decline in levels was observed after treatment initiation. We observed changes in transrenal DNA levels to be significantly associated with survival for patients (p < 0.0001). Conclusion: Our results demonstrated strong predictive values of transrenal DNA to better identify patients with poorer survival outcomes and may further complement disease management.
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Affiliation(s)
- Ziyang Zhu
- Department of Respiratory Medicine, Wuhan No. 6 Hospital, Affiliated Hospital to Jianghan University, Wuhan, People's Republic of China
| | - Fajiu Li
- Department of Respiratory Medicine, Wuhan No. 6 Hospital, Affiliated Hospital to Jianghan University, Wuhan, People's Republic of China
| | - Xiaojiang Wang
- Department of Respiratory Medicine, Wuhan No. 6 Hospital, Affiliated Hospital to Jianghan University, Wuhan, People's Republic of China
| | - Chenghong Li
- Department of Respiratory Medicine, Wuhan No. 6 Hospital, Affiliated Hospital to Jianghan University, Wuhan, People's Republic of China
| | - Qinghua Meng
- Department of Respiratory Medicine, Wuhan No. 6 Hospital, Affiliated Hospital to Jianghan University, Wuhan, People's Republic of China
| | - Chuanhai Wang
- Department of Respiratory Medicine, Wuhan No. 6 Hospital, Affiliated Hospital to Jianghan University, Wuhan, People's Republic of China
| | - Jie Huang
- Department of Respiratory Medicine, Wuhan No. 6 Hospital, Affiliated Hospital to Jianghan University, Wuhan, People's Republic of China
| | - Shi Chen
- Department of Respiratory Medicine, Wuhan No. 6 Hospital, Affiliated Hospital to Jianghan University, Wuhan, People's Republic of China
| | - Xiaomu Wu
- Department of Internal Medicine, Wuhan No. 6 Hospital, Affiliated Hospital to Jianghan University, Wuhan, People's Republic of China
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31
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Martinez-Marti A, Felip E, Mancuso FM, Caratú G, Matito J, Nuciforo P, Sansano I, Diaz-Mejia N, Cedrés S, Callejo A, Iranzo P, Pardo N, Miquel JM, Navarro A, Vivancos A, Sansó M. Genetic evolution to tyrosine kinase inhibitory therapy in patients with EGFR-mutated non-small-cell lung cancer. Br J Cancer 2021; 125:1561-1569. [PMID: 34599295 DOI: 10.1038/s41416-021-01558-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 08/31/2021] [Accepted: 09/17/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Tumour heterogeneity impacts the efficacy of metastatic cancer treatment even if actionable mutations are identified. Clinicians need to understand if assessing one lesion provides reliable information to drive a therapeutic decision in non-small-cell lung cancer (NSCLC) patients. METHODS We analysed inter-tumour heterogeneity from five autopsied individuals with NSCLC-harbouring mutations in the epidermal growth factor receptor (EGFR), treated with EGFR tyrosine kinase inhibitors (TKIs). Through a comprehensive next-generation sequencing (NGS) oncopanel, and an EGFR panel for digital droplet PCR (ddPCR), we compared metastases within individuals, longitudinal biopsies from the same lesions and, whenever possible, the primary naive tumour. RESULTS Analysis of 22 necropsies from five patients revealed homogeneity in pathogenic mutations and TKI-resistance mechanisms within each patient in four of them. In-depth analysis by whole-exome sequencing from patient 1 confirmed homogeneity in clonal mutations, but heterogeneity in passenger subclonal alterations. Different resistance mechanisms were detected depending on the patient and line of treatment. Three patients treated with a c-MET inhibitor in combination with TKI lost MET amplification upon progression. CONCLUSION At a given point and under selective TKI pressure, a single metastasis biopsy in disseminated tumours from EGFR-mutated NSCLC patients could provide a reasonable assessment of actionable alterations useful for therapeutic decisions.
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Affiliation(s)
- Alex Martinez-Marti
- Department of Medical Oncology, Vall d'Hebron University Hospital (VHUH), Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain.,Autonomous University of Barcelona (UAB), Barcelona, Spain
| | - Enriqueta Felip
- Department of Medical Oncology, Vall d'Hebron University Hospital (VHUH), Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain.,University of Vic (UVIC) Central University of Catalonia (UCC), Barcelona, Spain
| | | | | | | | | | | | - Nely Diaz-Mejia
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Susana Cedrés
- Department of Medical Oncology, Vall d'Hebron University Hospital (VHUH), Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Ana Callejo
- Department of Medical Oncology, Vall d'Hebron University Hospital (VHUH), Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Patricia Iranzo
- Department of Medical Oncology, Vall d'Hebron University Hospital (VHUH), Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Nuria Pardo
- Department of Medical Oncology, Vall d'Hebron University Hospital (VHUH), Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | | | - Alejandro Navarro
- Department of Medical Oncology, Vall d'Hebron University Hospital (VHUH), Barcelona, Spain.,Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | | | - Miriam Sansó
- Cancer Genomics Group, VHIO, Barcelona, Spain. .,Balearic Islands Health Research Institute (IdISBa), Palma de Mallorca, Spain. .,Genomics for Precision Oncology Group, Health Research Institute of the Balearic Islands (IdISBa), University Hospital Son Espases (HUSE), Palma de Mallorca, Spain.
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32
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Zhong Q, Liu Z. Efficacy and Safety of Anlotinib in Patients with Advanced Non-Small Cell Lung Cancer: A Real-World Study. Cancer Manag Res 2021; 13:4115-4128. [PMID: 34045898 PMCID: PMC8149213 DOI: 10.2147/cmar.s304838] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 04/25/2021] [Indexed: 12/14/2022] Open
Abstract
Background Anlotinib is a multi-target tyrosine kinase inhibitor (TKI) independently developed by China, which can inhibit tumor angiogenesis and tumor cell proliferation. The ALTER 0303 study has suggested that anlotinib improved overall survival (OS) and progression-free survival (PFS) in the treatment of advanced non-small cell lung cancer (NSCLC). However, in the real world, the efficacy and safety of anlotinib is not clear. Although relevant retrospective studies have confirmed the efficacy and safety of anlotinib, the sample size is small. And the OS was not observed because of the follow-up time was short. Further studies are still essential to evaluate the efficacy and safety of anlotinib in patients with advanced NSCLC in real-world settings. Related studies have preliminarily shown that anlotinib combined with whole-brain radiotherapy (WBRT) can significantly prolong the survival of patients with brain metastases of NSCLC. This study also discusses the best treatment strategies of patients with brain metastases. Methods A retrospective study was conducted on 206 patients with advanced NSCLC who had treated with anlotinib. The primary endpoints were PFS and OS. The secondary endpoints were objective response rate (ORR), disease control rate (DCR) and safety. Kaplan-Meier survival curves were applied to evaluate the efficacy. Univariate analysis was performed by Log rank testing. Cox regression analysis was utilized to evaluate the significance of potential risk factors obtained from the univariate analysis. Results The median PFS (mPFS) was 4.0 (95% CI: 3.607-4.393) months, univariate analysis revealed that patients with longer PFS included epidermal growth factor receptor (EGFR) mutation-negative, Eastern Cooperative Oncology Group performance status (ECOG PS) ≤1, no brain metastases, no liver metastases, no adrenal metastases, or ≤2 distant metastases. Cox regression analysis indicated that patients with EGFR-negative and ECOG PS ≤1 had longer PFS. The median OS (mOS) was 8(95% CI: 6.495-9.505) months. EGFR mutation-negative, previous thoracic radiation therapy, no brain metastases, or ≤2 distant metastases were independent positive predictors of OS. The results of Cox regression indicated that the patients without previous thoracic radiation therapy (hazard ratio: 1.855; 95% CI: 1.162-2.960; p=0.010) had shortened OS. The objective response rate was 10.2%, and the disease control rate was 78.2%. The main treatment-related adverse events (AEs) were generally tolerated. All AEs observed during the trial were controlled after dose reduction or symptomatic treatments, and no death was found to be associated with anlotinib. Conclusion Anlotinib was well tolerated and effective in patients with advanced NSCLC. Patients with EGFR mutation-negative and ECOG PS ≤1 had longer PFS, and patients without previous thoracic radiation therapy (HR: 1.855, 95% CI 1.162-2.960; P = 0.010) had shorter OS. Further investigations are needed because of small sample.
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Affiliation(s)
- Qiuxia Zhong
- Department of Radiation Oncology, The Affiliated Cancer Hospital of Nanchang University, Nanchang, Jiangxi, People's Republic of China
| | - Zhihua Liu
- Department of Radiation Oncology, The Affiliated Cancer Hospital of Nanchang University, Nanchang, Jiangxi, People's Republic of China
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Lin S, Tian C, Li J, Liu B, Ma T, Chen K, Gong W, Wang JM, Huang J. Differential MUC22 expression by epigenetic alterations in human lung squamous cell carcinoma and adenocarcinoma. Oncol Rep 2021; 45:78. [PMID: 33786615 PMCID: PMC8020203 DOI: 10.3892/or.2021.8029] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Accepted: 02/24/2021] [Indexed: 12/24/2022] Open
Abstract
Disruption in mucins (MUCs) is involved in cancer development and metastasis and is thus used as a biomarker. Non‑small cell lung carcinoma (NSCLC) is characterized by heterogeneous genetic and epigenetic alterations. Lung adenocarcinoma (LUAD) and squamous cell carcinoma (LUSC) are the two primary subtypes of NSCLC that require different therapeutic interventions. Here, we report distinct expression and epigenetic alterations in mucin 22 (MUC22), a new MUC family member, in LUSC vs. LUAD. In lung cancer cell lines and tissues, MUC22 was downregulated in LUSC (MUC22Low) but upregulated in LUAD (MUC22High) with co‑expression of MUC21. The aberrant expression of MUC22 was inversely correlated with its promoter hypermethylation in LUSC and hypomethylation in LUAD cells and tissues, respectively. Decreased MUC22 expression in NSCLC cell lines was restored upon treatment with epigenetic modifiers 5‑aza‑2'‑deoxycytidine (5‑Aza) or trichostatin A (TSA), accompanied by reduction in global protein level of histone deacetylase 1 (HDAC1) but increased enrichment of histone H3 lysine 9 acetylation (H3K9ac) specifically in the MUC22 promoter in the SK‑MES‑1 cell line. MUC22 knockdown increased the growth and motility of lung cancer cells and an immortalized human bronchial epithelial BEAS‑2B cell line via NF‑κB activation. Clinically, MUC22Low in LUSC and MUC22High in LUAD were shown to be indicators of unfavorable overall survival for patients with early cancer stages. Our study reveals that changes in MUC22 expression due to epigenetic alterations in NSCLC may have important biological significance and prognostic potential in LUSC when compared to LUAD. Thus, MUC22 expression and epigenetic alterations may be used for molecular subtyping of NSCLC in precision medicine.
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MESH Headings
- Adenocarcinoma of Lung/diagnosis
- Adenocarcinoma of Lung/genetics
- Adenocarcinoma of Lung/mortality
- Adenocarcinoma of Lung/therapy
- Adult
- Aged
- Aged, 80 and over
- Biomarkers, Tumor/genetics
- Carcinoma, Non-Small-Cell Lung/diagnosis
- Carcinoma, Non-Small-Cell Lung/genetics
- Carcinoma, Non-Small-Cell Lung/mortality
- Carcinoma, Non-Small-Cell Lung/therapy
- Carcinoma, Squamous Cell/diagnosis
- Carcinoma, Squamous Cell/genetics
- Carcinoma, Squamous Cell/mortality
- Carcinoma, Squamous Cell/therapy
- Cell Line, Tumor
- DNA Methylation
- Datasets as Topic
- Down-Regulation
- Epigenesis, Genetic
- Female
- Gene Expression Regulation, Neoplastic
- Gene Knockdown Techniques
- Genetic Heterogeneity
- Humans
- Kaplan-Meier Estimate
- Lung/pathology
- Lung Neoplasms/diagnosis
- Lung Neoplasms/genetics
- Lung Neoplasms/mortality
- Lung Neoplasms/therapy
- Male
- Middle Aged
- Mucins/genetics
- Neoplasm Staging
- Precision Medicine/methods
- Prognosis
- Promoter Regions, Genetic/genetics
- RNA-Seq
- Up-Regulation
- Young Adult
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Affiliation(s)
- Shuye Lin
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, P.R. China
| | - Cuimeng Tian
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, P.R. China
- Laboratory of Cancer Immunometabolism, Center for Cancer Research, National Cancer Institute at Frederick, Frederick, MD 21702, USA
| | - Jianhui Li
- Department of Pathology, Xuchang Central Hospital, Affiliated to Henan University of Science and Technology, Xuchang, Henan 461000, P.R. China
| | - Bin Liu
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, P.R. China
| | - Teng Ma
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, P.R. China
| | - Keqiang Chen
- Laboratory of Cancer Immunometabolism, Center for Cancer Research, National Cancer Institute at Frederick, Frederick, MD 21702, USA
| | - Wanghua Gong
- Basic Research Program, Leidos Biomedical Research, Inc., Frederick, MD 21702, USA
| | - Ji Ming Wang
- Laboratory of Cancer Immunometabolism, Center for Cancer Research, National Cancer Institute at Frederick, Frederick, MD 21702, USA
| | - Jiaqiang Huang
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, P.R. China
- Laboratory of Cancer Immunometabolism, Center for Cancer Research, National Cancer Institute at Frederick, Frederick, MD 21702, USA
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Lu T, Qiu T, Han B, Wang Y, Sun X, Qin Y, Liu A, Ge N, Jiao W. Circular RNA circCSNK1G3 induces HOXA10 signaling and promotes the growth and metastasis of lung adenocarcinoma cells through hsa-miR-143-3p sponging. Cell Oncol (Dordr) 2021; 44:297-310. [PMID: 33118120 DOI: 10.1007/s13402-020-00565-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/28/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND In the last decade, a relatively novel, ubiquitous and highly stable subclass of non-coding RNAs, called circular (circ)-RNAs, has increasingly been implicated in cancer development, and several of them have been shown to act as microRNA sponges. As yet, however, the role of circRNAs in lung adenocarcinoma (LUAD) development has largely remained unexplored. METHODS Bioinformatics, microarray-based and qRT-PCR expression assays were used to assess circRNA, miRNA and mRNA expression in LUAD patient samples and cell lines. siRNA-mediated silencing was used to assess the effect of circCSNK1G3 on various LUAD-associated characteristics such as proliferation, migration, invasion and tumorigenesis, both in vitro and in vivo. Western blotting, immunohistochemistry, fluorescence in situ hybridization (FISH) and luciferase reporter activity assays were used to characterize relationships between circCSNK1G3, miR-143-3p and HOXA10 in LUAD cells. RESULTS By screening for differentially expressed circRNAs, we found that circCSNK1G3 was aberrantly expressed in primary LUAD tissues and cell lines. An oncogenic role of circCSNK1G3 was deduced from its aberrant expression and associated enhancement of LUAD A549 and H1299 cell proliferation, migration and invasion. We also found that circCSNK1G3 can directly interact with and suppress miR-143-3p expression by serving as a 'miR-143-3p sponge'. In addition, we found that circCSNK1G3 can modulate homeobox (HOX) A10 expression through miR-143-3p signaling and, thereby, affect LUAD tumorigenesis. CONCLUSIONS Our data indicate that circCSNK1G3 can induce HOXA10 expression and, thereby, promote the growth and metastasis of LUAD cells through hsa-miR-143-3p sponging. As such, our data highlight the targetability of the circCSNK1G3/miR-143-3p/HOXA10 signaling axis in patients with LUAD. Graphical abstract.
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Affiliation(s)
- Tong Lu
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, 266000, China
| | - Tong Qiu
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, 266000, China
| | - Bin Han
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, 266000, China
| | - Yuanyong Wang
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, 266000, China
| | - Xiao Sun
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, 266000, China
| | - Yi Qin
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, 266000, China
| | - Ao Liu
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, 266000, China
| | - Nan Ge
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, 266000, China
| | - Wenjie Jiao
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, 266000, China.
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Lv Y, Li F, Wang S, Lu G, Bao W, Wang Y, Tian Z, Wei W, Ma G. Near-infrared light-triggered platelet arsenal for combined photothermal-immunotherapy against cancer. SCIENCE ADVANCES 2021; 7:eabd7614. [PMID: 33771861 PMCID: PMC7997510 DOI: 10.1126/sciadv.abd7614] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 02/08/2021] [Indexed: 05/04/2023]
Abstract
To address long-standing issues with tumor penetration and targeting among cancer therapeutics, we developed an anticancer platelet-based biomimetic formulation (N+R@PLTs), integrating photothermal nanoparticles (N) and immunostimulator (R) into platelets (PLTs). Exploiting the aggregative properties of platelets and high photothermal capacity, N+R@PLTs functioned as an arsenal by targeting defective tumor vascular endothelial cells, accumulating in a positive feedback aggregation cascade at sites of acute vascular damage induced by N-generated local hyperthermia, and subsequently secreting nanosized proplatelets (nPLTs) to transport active components to deep tumor tissue. The immunostimulator augmented the immunogenicity of antigens released from ablated tumors, inducing a stronger immunological response to attack residual, metastatic, and recurrent tumors. Following activation by low-power near-infrared light irradiation, the photothermal and immunological components synergistically provide exceptionally high therapeutic efficacy across nine murine models that mimicked a range of clinical requirements, and, most notably, a sophisticated model based on humanized mouse and patient-derived tumor xenograft.
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Affiliation(s)
- Yanlin Lv
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, P. R. China
- School of Chemical Sciences, University of Chinese Academy of Sciences, Beijing 100049, P. R. China
| | - Feng Li
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, P. R. China
- School of Chemical Engineering, University of Chinese Academy of Sciences, Beijing 100049, P. R. China
| | - Shuang Wang
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, P. R. China
| | - Guihong Lu
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, P. R. China
| | - Weier Bao
- School of Chemical Sciences, University of Chinese Academy of Sciences, Beijing 100049, P. R. China
| | - Yugang Wang
- Department of Gastroenterology, Shanghai Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200336, P. R. China
| | - Zhiyuan Tian
- School of Chemical Sciences, University of Chinese Academy of Sciences, Beijing 100049, P. R. China.
| | - Wei Wei
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, P. R. China.
- School of Chemical Engineering, University of Chinese Academy of Sciences, Beijing 100049, P. R. China
| | - Guanghui Ma
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, P. R. China.
- School of Chemical Engineering, University of Chinese Academy of Sciences, Beijing 100049, P. R. China
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Zhang H, Guo W, Zhang F, Li R, Zhou Y, Shao F, Feng X, Tan F, Wang J, Gao S, Gao Y, He J. Monoacylglycerol Lipase Knockdown Inhibits Cell Proliferation and Metastasis in Lung Adenocarcinoma. Front Oncol 2020; 10:559568. [PMID: 33363004 PMCID: PMC7756122 DOI: 10.3389/fonc.2020.559568] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 11/10/2020] [Indexed: 12/26/2022] Open
Abstract
Abnormal metabolism is one of the hallmarks of cancer cells. Monoacylglycerol lipase (MGLL), a key enzyme in lipid metabolism, has emerged as an important regulator of tumor progression. In this study, we aimed to characterize the role of MGLL in the development of lung adenocarcinoma (LUAD). To this end, we used tissue microarrays to evaluate the expression of MGLL in LUAD tissue and assessed whether the levels of this protein are correlated with clinicopathological characteristics of LUAD. We found that the expression of MGLL is higher in LUAD samples than that in adjacent non-tumor tissues. In addition, elevated MGLL expression was found to be associated with advanced tumor progression and poor prognosis in LUAD patients. Functional studies further demonstrated that stable short hairpin RNA (shRNA)-mediated knockdown of MGLL inhibits tumor proliferation and metastasis, both in vitro and in vivo, and mechanistically, our data indicate that MGLL regulates Cyclin D1 and Cyclin B1 in LUAD cells. Moreover, we found that knockdown of MGLL suppresses the expression of matrix metalloproteinase 14 (MMP14) in A549 and H322 cells, and in clinical samples, expression of MMP14 is significantly correlated with MGLL expression. Taken together, our results indicate that MGLL plays an oncogenic role in LUAD progression and metastasis and may serve as a potential biomarker for disease prognosis and as a target for the development of personalized therapies.
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Affiliation(s)
- Hao Zhang
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wei Guo
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Fan Zhang
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Renda Li
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yang Zhou
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Fei Shao
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Affiliated Hospital of Qingdao University and Qingdao Cancer Institute, Qingdao, China
| | - Xiaoli Feng
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Fengwei Tan
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jie Wang
- State Key Laboratory of Molecular Oncology, Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shugeng Gao
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yibo Gao
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jie He
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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37
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Towards the overcoming of anticancer drug resistance mediated by p53 mutations. Drug Resist Updat 2020; 49:100671. [DOI: 10.1016/j.drup.2019.100671] [Citation(s) in RCA: 64] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Revised: 11/19/2019] [Accepted: 11/22/2019] [Indexed: 12/21/2022]
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Zheng N, Li L, Wang X. Molecular mechanisms, off-target activities, and clinical potentials of genome editing systems. Clin Transl Med 2020; 10:412-426. [PMID: 32508055 PMCID: PMC7240848 DOI: 10.1002/ctm2.34] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Revised: 04/21/2020] [Accepted: 04/21/2020] [Indexed: 12/13/2022] Open
Abstract
Methodologies of genome editing are rapidly developing with the improvement of gene science and technology, mechanism-based understanding, and urgent needs. In addition to the specificity and efficiency of on-target sites, one of the most important issues is to find and avoid off-targets before clinical application of gene editing as a therapy. Various algorithms, modified nucleases, and delivery vectors are developed to localize and minimize off-target sites. The present review aimed to clarify off-targets of various genome editing and explore potentials of clinical application by understanding structures, mechanisms, clinical applications, and off-target activities of genome editing systems, including CRISPR/Cas9, CRISPR/Cas12a, zinc finger nucleases, transcription activator-like effector nucleases, meganucleases, and recent developments. Current genome editing in cancer therapy mainly targeted immune systems in tumor microenvironment by ex vivo modification of the immune cells in phases I/II of clinical trials. We believe that genome editing will be the critical part of clinical precision medicine strategy and multidisciplinary therapy strategy by integrating gene sequencing, clinical transomics, and single cell biomedicine. There is an urgent need to develop on/off-target-specific biomarkers to monitor the efficacy and side-effects of gene therapy. Thus, the genome editing will be an alternative of clinical therapies for cancer with the rapid development of methodology and an important part of clinical precision medicine strategy.
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Affiliation(s)
- Nannan Zheng
- Zhongshan Hospital Institute for Clinical ScienceShanghai Institute of Clinical BioinformaticsShanghai Engineering Research for AI Technology for Cardiopulmonary DiseasesFudan UniversityShanghaiChina
| | - Liyang Li
- Zhongshan Hospital Institute for Clinical ScienceShanghai Institute of Clinical BioinformaticsShanghai Engineering Research for AI Technology for Cardiopulmonary DiseasesFudan UniversityShanghaiChina
| | - Xiangdong Wang
- Zhongshan Hospital Institute for Clinical ScienceShanghai Institute of Clinical BioinformaticsShanghai Engineering Research for AI Technology for Cardiopulmonary DiseasesFudan UniversityShanghaiChina
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Qian M, Li Q, Zhang M, Xu X, Shen Q, Chen H, Wang X, Liu T, Cheng Y. Multidisciplinary therapy strategy of precision medicine in clinical practice. Clin Transl Med 2020; 10:116-124. [PMID: 32508051 PMCID: PMC7240867 DOI: 10.1002/ctm2.15] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 03/12/2020] [Accepted: 03/12/2020] [Indexed: 12/15/2022] Open
Abstract
The application of precision medicine concept in clinical work needs a period of practice and experience accumulation. The present article introduced an example of functioning approach named "multidisciplinary therapy strategy of precision medicine" (MDTS-PM), clinical practice and process, decision-making, and therapies. The MDTS-PM integrates multidisciplinary experts and develops real-time therapeutic strategy based on clinical phenomes and gene sequencing of tissue DNA and circulating DNA. The strength of MDTS-PM is the combination of dynamical clinical phenomes, genetic information, diagnosis, and treatment to make the therapy more targeted and specific. MDTS-PM provides comprehensive, whole-process, and personalized diagnosis and treatment services for patients with complex cancer or complex drug resistance progression; provides guidance for further adjustment of drug use; and establishes a multidisciplinary cooperative team, improves the quality of clinical diagnosis and treatment, and optimizes the process of medical services.
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Affiliation(s)
- Mengjia Qian
- Zhongshan Hospital Institute of Clinical ScienceFudan University Shanghai Medical CollegeShanghaiChina
| | - Qian Li
- Department of OncologyFudan UniversityShanghai Medical CollegeShanghaiChina
| | - Miaomiao Zhang
- Zhongshan Hospital Institute of Clinical ScienceFudan University Shanghai Medical CollegeShanghaiChina
| | - Xiaojing Xu
- Department of OncologyFudan UniversityShanghai Medical CollegeShanghaiChina
| | - Qi Shen
- Zhongshan Hospital Institute of Clinical ScienceFudan University Shanghai Medical CollegeShanghaiChina
| | - Hao Chen
- Department of Thoracic SurgeryZhongshan Hospital Xuhui BranchFudan University Shanghai Medical CollegeShanghaiChina
| | - Xiangdong Wang
- Zhongshan Hospital Institute of Clinical ScienceFudan University Shanghai Medical CollegeShanghaiChina
- Center for Tumor Diagnosis & TherapyJinshan HospitalFudan University Shanghai Medical CollegeShanghaiChina
| | - Tianshu Liu
- Department of OncologyFudan UniversityShanghai Medical CollegeShanghaiChina
| | - Yunfeng Cheng
- Zhongshan Hospital Institute of Clinical ScienceFudan University Shanghai Medical CollegeShanghaiChina
- Center for Tumor Diagnosis & TherapyJinshan HospitalFudan University Shanghai Medical CollegeShanghaiChina
- Department of HematologyZhongshan HospitalFudan University Shanghai Medical CollegeShanghaiChina
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40
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Li CH, Chang YC, Hsiao M, Liang SM. FOXD1 and Gal-3 Form a Positive Regulatory Loop to Regulate Lung Cancer Aggressiveness. Cancers (Basel) 2019; 11:cancers11121897. [PMID: 31795213 PMCID: PMC6966623 DOI: 10.3390/cancers11121897] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 11/22/2019] [Accepted: 11/25/2019] [Indexed: 01/15/2023] Open
Abstract
Dysregulation of forkhead box D1 (FOXD1) is known to promote tumor progression; however, its molecular mechanism of action is unclear. Based on microarray analysis, we identified galectin-3/LGALS3 (Gal-3) as a potential downstream target of FOXD1, as FOXD1 transactivated Gal-3 by interacting with the Gal-3 promoter to upregulate Gal-3 in FOXD1-overexpressing CL1-0 lung cancer cells. Ectopic expression of FOXD1 increased the expression of Gal-3 and the growth and motility of lung cancer cells, whereas depletion of Gal-3 attenuated FOXD1-mediated tumorigenesis. ERK1/2 interacted with FOXD1 in the cytosol and translocated FOXD1 into the nucleus to activate Gal-3. Gal-3 in turn upregulated FOXD1 via the transcription factor proto-oncogene 1 (ETS-1) to transactivate FOXD1. The increase in ETS-1/FOXD1 expression by Gal-3 was through Gal-3-mediated integrin-β1 (ITGβ1) signaling. The overexpression of both FOXD1 and Gal-3 form a positive regulatory loop to promote lung cancer aggressiveness. Moreover, both FOXD1 and Gal-3 were positively correlated in human lung cancer tissues. Our findings demonstrated that FOXD1 and Gal-3 form a positive feedback loop in lung cancer, and interference of this loop may serve as an effective therapeutic target for the treatment of lung cancers, particularly those related to dysregulation of Gal-3.
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Affiliation(s)
- Chien-Hsiu Li
- Graduate Institute of Life Sciences, National Defense Medical Center, Taipei 114, Taiwan;
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei 115, Taiwan
| | - Yu-Chan Chang
- Genomics Research Center, Academia Sinica, Taipei 115, Taiwan;
| | - Michael Hsiao
- Genomics Research Center, Academia Sinica, Taipei 115, Taiwan;
- Department of Biochemistry, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Correspondence: (M.H.); (S.-M.L.); Tel.: +886-227-871-243 (M.H.); +886-227-872-082 (S.-M.L.)
| | - Shu-Mei Liang
- Graduate Institute of Life Sciences, National Defense Medical Center, Taipei 114, Taiwan;
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei 115, Taiwan
- Correspondence: (M.H.); (S.-M.L.); Tel.: +886-227-871-243 (M.H.); +886-227-872-082 (S.-M.L.)
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Zhang L, Zhu B, Zeng Y, Shen H, Zhang J, Wang X. Clinical lipidomics in understanding of lung cancer: Opportunity and challenge. Cancer Lett 2019; 470:75-83. [PMID: 31655086 DOI: 10.1016/j.canlet.2019.08.014] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 08/01/2019] [Accepted: 08/26/2019] [Indexed: 12/20/2022]
Abstract
Disordered lipid metabolisms have been evidenced in lung cancer as well as its subtypes. Lipidomics with in-depth mining is considered as a critical member of the multiple omics family and a lipid-specific tool to understand disease-associated lipid metabolism and disease-specific dysfunctions of lipid species, discover biomarkers and targets for monitoring therapeutic strategies, and provide insights into lipid profiling and pathophysiological mechanisms in lung cancer. The present review describes the characters and patterns of lipidomic profiles in patients with different lung cancer subtypes, important values of comprehensive lipidomic profiles in understanding of lung cancer heterogeneity, urgent needs of standardized methodologies, potential mechanisms by lipid-associated enzymes and proteins, and the importance of integration between clinical phenomes and lipidomic profiles. The characteristics of lipidomic profiles in different lung cancer subtypes are extremely varied among study designs, objects, methods, and analyses. Preliminary data from recent studies demonstrate the specificity of lipidomic profiles specific for lung cancer stage, severity, subtype, and response to drugs. The heterogeneity of lipidomic profiles and lipid metabolism may be part of systems heterogeneity in lung cancer and be responsible for the development of drug resistance, although there are needs for direct evidence to show the existence of intra- or inter-lung cancer heterogeneity of lipidomic profiles. With an increasing understanding of expression profiles of genes and proteins, lipidomic profiles should be associated with activities of enzymes and proteins involved in the processes of lipid metabolism, which can be profiled with genomics and proteomics, and to provide the opportunity for the integration of lipidomic profiles with gene and protein expression profiles. The concept of clinical trans-omics should be emphasized to integrate data of lipidomics with clinical phenomics to identify disease-specific and phenome-specific biomarkers and targets, although there are still a large number of challenges to be overcome in the integration between clinical phenomes and lipidomic profiles.
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Affiliation(s)
- Linlin Zhang
- Zhongshan Hospital Institute for Clinical Science, Shanghai Institute of Clinical Bioinformatics, Shanghai Engineering Research for AI Technology for Cardiopulmonary Diseases, Fudan University, Shanghai, China
| | - Bijun Zhu
- Zhongshan Hospital Institute for Clinical Science, Shanghai Institute of Clinical Bioinformatics, Shanghai Engineering Research for AI Technology for Cardiopulmonary Diseases, Fudan University, Shanghai, China
| | - Yiming Zeng
- Department of Respiratory Diseases, Clinical Center for Molecular Diagnosis and Therapy, The Second Hospital of Fujian Medical University, Quanzhou, Fujian Province, China.
| | - Hui Shen
- Center for Tumor Diagnosis and Therapy, Jinshan Hospital, Fudan University, Shanghai, 201508, China.
| | - Jiaqiang Zhang
- Department of Anesthesiology, Clinical Center of Single Cell Biomedicine, Henan Provincial People's Hospital, People's Hospital of Zhengzhou University, Zhengzhou, China.
| | - Xiangdong Wang
- Zhongshan Hospital Institute for Clinical Science, Shanghai Institute of Clinical Bioinformatics, Shanghai Engineering Research for AI Technology for Cardiopulmonary Diseases, Fudan University, Shanghai, China.
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Liang Z, Li X, Chen J, Cai H, Zhang L, Li C, Tong J, Hu W. PRC1 promotes cell proliferation and cell cycle progression by regulating p21/p27-pRB family molecules and FAK-paxillin pathway in non-small cell lung cancer. Transl Cancer Res 2019; 8:2059-2072. [PMID: 35116955 PMCID: PMC8799135 DOI: 10.21037/tcr.2019.09.19] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Accepted: 09/11/2019] [Indexed: 12/12/2022]
Abstract
Background This study aimed to demonstrate the function and molecular mechanism of protein regulator of cytokinesis 1 (PRC1) in the carcinogenesis of non-small cell lung cancer (NSCLC). Methods Bioinformatics analysis was performed. Cell culture and plasmid construction were conducted for cell transfection. mRNA and protein expression, cell proliferation, migration, and cell cycle were detected. Mice models were also constructed. The relationship between PRC1 and the prognosis of NSCLC patients was analyzed. Results PRC1 expression was higher in tumor tissues than adjacent non-tumor tissues (P<0.05). Cells transfected with the high-expression PRC1 plasmid (TOPO-PRC1 group) had the stronger ability of proliferation and migration (P<0.05) along with a lower incidence of stay at the G2/M phase (P<0.05) than the low-expression PRC1 plasmid. Mice models showed tumors obtained from mice in the TOPO-PRC1 group significantly grew faster, larger, and heavier (P<0.05) than the low-expression PRC1 group. Among the 150 NSCLC patients, patients with the higher PRC1 expression were more likely to have lymph node metastasis occur (P<0.05) and progress into an advanced stage (P<0.05), and showed shorter survival (P<0.05). Moreover, the TOPO-PRC1 group had a lower phosphorylation level, and a lower expression of Cip1/p21 (P<0.05) and Kip1/p27 (P<0.01). Conclusions PRC1 could promote cell proliferation and cell cycle progression through FAK-paxillin pathway molecules and the regulation of the phosphorylation level of p21/p27-pRB family molecules. PRC1 might be a new and promising therapeutic target for NSCLC.
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Affiliation(s)
- Zhigang Liang
- Department of Thoracic Surgery, Ningbo First Hospital, Ningbo 315000, China
| | - Xinjian Li
- Department of Thoracic Surgery, Ningbo First Hospital, Ningbo 315000, China
| | - Jian Chen
- Department of Thoracic Surgery, Ningbo First Hospital, Ningbo 315000, China
| | - Haina Cai
- Department of Thoracic Surgery, Ningbo First Hospital, Ningbo 315000, China
| | - Liqun Zhang
- Department of Thoracic Surgery, Ningbo First Hospital, Ningbo 315000, China
| | - Chenwei Li
- Department of Thoracic Surgery, Ningbo First Hospital, Ningbo 315000, China
| | - Jingjie Tong
- Department of Thoracic Surgery, Ningbo First Hospital, Ningbo 315000, China
| | - Wentao Hu
- Department of Thoracic Surgery, Ningbo First Hospital, Ningbo 315000, China
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Zhang C, Zhang J, Xu FP, Wang YG, Xie Z, Su J, Dong S, Nie Q, Shao Y, Zhou Q, Yang JJ, Yang XN, Zhang XC, Li Z, Wu YL, Zhong WZ. Genomic Landscape and Immune Microenvironment Features of Preinvasive and Early Invasive Lung Adenocarcinoma. J Thorac Oncol 2019; 14:1912-1923. [PMID: 31446140 DOI: 10.1016/j.jtho.2019.07.031] [Citation(s) in RCA: 128] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 07/06/2019] [Accepted: 07/23/2019] [Indexed: 01/01/2023]
Abstract
BACKGROUND Understanding the genomic landscape and immune microenvironment features of preinvasive and early invasive lung adenocarcinoma may provide critical insight and facilitate development of novel strategies for early detection and intervention. METHODS A total of 80 tumor tissue samples and 30 paired histologically normal lung tissue samples from 30 patients with adenocarcinoma in situ (AIS) (n = 8), minimally invasive adenocarcinoma (MIA) (n = 8), and invasive adenocarcinoma (IAC) (n = 14) were subjected to multiregion whole exome sequencing and immunohistochemistry staining for CD8 and programmed death ligand 1 (PD-L1). RESULTS All tumors, including AIS, exhibited evidence of genomic intratumor heterogeneity. Canonical cancer gene mutations in EGFR, erb-b2 receptor tyrosine kinase 2 gene (ERBB2), NRAS, and BRAF were exclusively trunk mutations detected in all regions within each tumor, whereas genes associated with cell mobility, gap junction, and metastasis were all subclonal mutations. EGFR mutation represented the most common driver alterations across AIS, MIA, and IAC, whereas tumor protein p53 gene (TP53) was identified in MIA and IAC but not in AIS. There was no difference in PD-L1 expression among AIS, MIA, and IAC, but the CD8 positivity rate was higher in IAC. Tumors positive for both PD-L1 and CD8 had a larger proportion of subclonal mutations. CONCLUSIONS Mutations in EGFR, ERBB2, NRAS, and BRAF are early clonal genomic events during carcinogenesis of lung adenocarcinoma, whereas TP53 and cell mobility, gap junction, and metastasis-related genes may be late events associated with subclonal diversification and neoplastic progression. Genomic intratumor heterogeneity and immunoediting are common and early phenomena that may have occurred before the acquisition of invasion.
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Affiliation(s)
- Chao Zhang
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital and Guangdong Academy of Medical Sciences, Guangzhou, People's Republic of China; School of Medicine, South China University of Technology, Guangzhou, People's Republic of China
| | - Jianjun Zhang
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas; Department of Genomic Medicine, The University of Texas M. D. Anderson Cancer Center, Houston, Texas
| | - Fang-Ping Xu
- Department of Pathology, Guangdong Provincial Peoples' Hospital, Guangzhou, People's Republic of China
| | - Yin-Guang Wang
- Nanjing Geneseeq Technology Inc., Najing, Jiangsu, People's Republic of China
| | - Zhi Xie
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital and Guangdong Academy of Medical Sciences, Guangzhou, People's Republic of China
| | - Jian Su
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital and Guangdong Academy of Medical Sciences, Guangzhou, People's Republic of China
| | - Song Dong
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital and Guangdong Academy of Medical Sciences, Guangzhou, People's Republic of China
| | - Qiang Nie
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital and Guangdong Academy of Medical Sciences, Guangzhou, People's Republic of China
| | - Yang Shao
- Translational Medicine Research Institute, Geneseeq Technology Inc., Toronto, Ontario, Canada
| | - Qing Zhou
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital and Guangdong Academy of Medical Sciences, Guangzhou, People's Republic of China
| | - Jin-Ji Yang
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital and Guangdong Academy of Medical Sciences, Guangzhou, People's Republic of China
| | - Xue-Ning Yang
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital and Guangdong Academy of Medical Sciences, Guangzhou, People's Republic of China
| | - Xu-Chao Zhang
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital and Guangdong Academy of Medical Sciences, Guangzhou, People's Republic of China
| | - Zhi Li
- Department of Pathology, Guangdong Provincial Peoples' Hospital, Guangzhou, People's Republic of China
| | - Yi-Long Wu
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital and Guangdong Academy of Medical Sciences, Guangzhou, People's Republic of China
| | - Wen-Zhao Zhong
- Guangdong Lung Cancer Institute, Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital and Guangdong Academy of Medical Sciences, Guangzhou, People's Republic of China.
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Wang DC, Wang W, Zhang L, Wang X. A tour of 3D genome with a focus on CTCF. Semin Cell Dev Biol 2019; 90:4-11. [PMID: 30031214 DOI: 10.1016/j.semcdb.2018.07.020] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Accepted: 07/17/2018] [Indexed: 12/19/2022]
Abstract
The complex three-dimensional (3D) structure of the genome plays critical roles in the maintenance of genome stability, organization, and dynamics and in regulation of gene expression for understanding molecular mechanisms and diseases. Chromatin maintains biological functions and transcriptional activities through long distance interaction and interactions between loops and enhancers-promoters. We firstly overview the architecture and biology of chromatin and loops, topologically associated domains (TADs) and interactions, and compartments and functions. We specifically focus on CCCTC-binding factor (CTCF) in 3D genome organization and function to furthermore understand the significance of CTCF biology, transcriptional regulations, interactions with cohesin, roles in DNA binding, influences of CTCF degradation, and communication with wings-apart like (Wapl) protein. We also summarize the advanced single cell approaches to further monitor dynamics of CTCF functions and structures in the maintenance of 3D genome organization and function at single cell level.
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Affiliation(s)
- Diane C Wang
- Zhongshan Hospital Institute of Clinical Science, Zhongshan Hospital, Fudan University Medical School, Shanghai Institute of Clinical Bioinformatics Shanghai, China
| | - William Wang
- Zhongshan Hospital Institute of Clinical Science, Zhongshan Hospital, Fudan University Medical School, Shanghai Institute of Clinical Bioinformatics Shanghai, China
| | - Linlin Zhang
- Zhongshan Hospital Institute of Clinical Science, Zhongshan Hospital, Fudan University Medical School, Shanghai Institute of Clinical Bioinformatics Shanghai, China
| | - Xiangdong Wang
- Zhongshan Hospital Institute of Clinical Science, Zhongshan Hospital, Fudan University Medical School, Shanghai Institute of Clinical Bioinformatics Shanghai, China.
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45
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Hou J, Wang X. The polycomb group proteins functions in epithelial to mesenchymal transition in lung cancer. Semin Cell Dev Biol 2019; 90:138-143. [PMID: 30004017 DOI: 10.1016/j.semcdb.2018.07.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2018] [Accepted: 07/08/2018] [Indexed: 12/29/2022]
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46
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Sun T, Zhao Q, Zhang C, Cao L, Song M, Maimela NR, Liu S, Wang J, Gao Q, Qin G, Wang L, Zhang Y. Screening common signaling pathways associated with drug resistance in non-small cell lung cancer via gene expression profile analysis. Cancer Med 2019; 8:3059-3071. [PMID: 31025554 PMCID: PMC6558586 DOI: 10.1002/cam4.2190] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Revised: 04/08/2019] [Accepted: 04/09/2019] [Indexed: 12/21/2022] Open
Abstract
Lung cancer is the leading cause of cancer-related deaths worldwide. Although several therapeutic strategies have been employed to curb lung cancer, the survival rate is still poor owing to the development of drug resistance. The mechanisms underlying drug resistance development are incompletely understood. Here, we aimed to identify the common signaling pathways involved in drug resistance in non-small cell lung cancer (NSCLC). Three published transcriptome microarray data were downloaded from the Gene Expression Omnibus (GEO) database comprising different drug-resistant cell lines and their parental cell lines. Differentially expressed genes (DEGs) were identified and used to perform Gene Ontology (GO) enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. An overlapping analysis was performed for KEGG pathways enriched from all the three datasets to identify the common signaling pathways. As a result, we found that metabolic pathways, ubiquitin-mediated proteolysis, and mitogen-activated protein kinase (MAPK) signaling were the most aberrantly expressed signaling pathways. The knockdown of nicotinamide phosphoribosyltransferase (NAMPT), the gene involved in metabolic pathways and known to be upregulated in drug-resistant tumor cells, was shown to increase the apoptosis of cisplatin-resistant A549 cells following cisplatin treatment. Thus, our results provide an in-depth analysis of the signaling pathways that are commonly altered in drug-resistant NSCLC cell lines and highlight the potential strategy that facilitates the development of interventions to interfere with upregulated signaling pathways as well as to boost downregulated signaling pathways in drug-resistant tumors for the elimination of multiple resistance of NSCLC.
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Affiliation(s)
- Ting Sun
- Biotherapy CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
- Department of Respiratory medicineThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Qitai Zhao
- Biotherapy CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
- Cancer CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Chaoqi Zhang
- Biotherapy CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
- Cancer CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Ling Cao
- Biotherapy CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Mengjia Song
- Biotherapy CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | | | - Shasha Liu
- Biotherapy CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Jinjin Wang
- Biotherapy CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Qun Gao
- Biotherapy CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
- Cancer CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Guohui Qin
- Biotherapy CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Liping Wang
- Cancer CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Yi Zhang
- Biotherapy CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
- Cancer CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
- School of Life SciencesZhengzhou UniversityZhengzhouChina
- Engineering Key Laboratory for Cell Therapy of Henan ProvinceZhengzhouChina
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47
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Interferon gamma induces inflammatory responses through the interaction of CEACAM1 and PI3K in airway epithelial cells. J Transl Med 2019; 17:147. [PMID: 31072323 PMCID: PMC6507156 DOI: 10.1186/s12967-019-1894-3] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 04/25/2019] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Interferon gamma (IFNγ) plays an important role in the development of chronic lung diseases via the production of inflammatory mediators, although the exact mechanism remains unclear. The present study aimed at investigating the potential mechanisms by which IFNγ induced over-production of interleukins through the interaction between carcinoembryonic antigen-related cell adhesion molecule 1 (CEACAM1) and phosphatidylinositol-4,5-bisphosphate 3-kinase (PI3K) pathway. METHODS IFN-γ induced over-production of interleukin (IL) 6 and IL8, and RNA expression of CEACAM1 and its subtypes or PI3K and its subtypes in human bronchial epithelial cells (HBE). The production of IL6 and IL8 or cell proliferation and movement were also evaluated in cellCEACAM1- or cellCEACAM1+ after the induction of IFN-γ. Roles of PI3K subtype proteins, e.g. PI3Kp110α/δ, Akt, p110α/γ/δ/β/mTOR, PI3Kp110α/δ/β, PI3Kp110δ, or pan-PI3K in IFN-γ-induced CEACAM1 subtype alterations were furthermore validated using those proteins of PI3K subtypes. RESULTS CEACAM1, especially CEACAM1-S isoforms, was significantly up-regulated in HBE cells after treatment with IFN-γ. CEACAM1 played roles in expression of IL-6 and IL-8, and facilitated cellular proliferation and migration. IFN-γ up-regulated the expression of CEACAM1 in airway epithelial cells, especially CEACAM1-S isoforms, promoting cellular proliferation, migration, and the production of inflammatory factors. PI3K (p110δ)/Akt/mTOR pathway was involved in the process of IFN-γ-upregulated CEACAM1, especially CEACAM1-S. On the other hand, CEACAM1 could promote the activation of PI3K/Akt/mTOR pathway. CONCLUSION IFN-γ could induce inflammatory responses, cellular growth and proliferation through the interaction of CEACAM1 (especially CEACAM1-S isoforms) and PI3K(p110δ)/Akt/mTOR in airway epithelial cells, which might be new alternative of future therapies against epithelial transition from inflammation to cancer.
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48
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Definition of clinical gene tests. Cell Biol Toxicol 2019; 35:83-87. [DOI: 10.1007/s10565-019-09464-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 01/28/2019] [Indexed: 01/20/2023]
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Emergence of Bias During the Synthesis and Amplification of cDNA for scRNA-seq. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2018; 1068:149-158. [PMID: 29943302 DOI: 10.1007/978-981-13-0502-3_12] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
The advent of single-cell omics technology has promoted our understanding of the genomic, epigenomic, and transcriptomic heterogeneity in individual cells. Compared to traditional sequencing studies using bulk cells, single-cell transcriptome technology is naturally more dynamic for in depth analysis of genomic variation resulting from cell division and is useful in unraveling the regulatory mechanisms of gene networks in many diseases. However, there are still some limitations of current single-cell RNA sequencing (scRNA-seq) protocols. Biases that arise during the RNA reverse transcription and cDNA pre-amplification steps are the most common problems and play pivotal roles in limiting the quantitative accuracy of scRNA-seq. In this review, we will describe how these biases emerge and impact scRNA-seq protocols. Moreover, we will introduce several current and convenient modified scRNA-seq methods that allow for bias to be decreased and estimated.
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50
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The advances in CRISPR technology and 3D genome. Semin Cell Dev Biol 2018; 90:54-61. [PMID: 30004018 DOI: 10.1016/j.semcdb.2018.07.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2018] [Accepted: 07/08/2018] [Indexed: 12/26/2022]
Abstract
The clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein (Cas) system is a prokaryotic immune system that used to resist foreign genetic factors. It rapidly becomes the hot technology in life sciences and is applies for genome editing to solve the problem of genome-derived diseases. Using CRISPR/Cas technique, the biological DNA sequence can be repaired, cut, replaced, or added. It can effectively change the human stem cells and is expected to achieve results in the treatment. Compared with ZFN and TALEN genome editing techniques, CRISPR is more effective, accurate, and convenient. The application of CRISPR technique in three dimensional (3D) genome structure makes us understand the relationship between linear DNA sequence and 3D chromatin structure. Utilizing CRISPR/Cas9 genome editing to reverse or delete CTCF binding sites, to recognize changes of topological isomerism of the genome and interactions between chromatin loops. The purpose of this review is to introduce the characteristics and classification of the current CRISPR/Cas system, multiple functions, and potential therapeutic uses, as well as to outline the effect of the technique on chromatin loops by changing CTCF sites in 3D genomes. We will also briefly describe the importance of ethical dilemmas to be faced in CRISPR applications and provide a perspective for potential CRISPR considerations.
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