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Kowalewski A, Borowczak J, Maniewski M, Gostomczyk K, Grzanka D, Szylberg Ł. Targeting apoptosis in clear cell renal cell carcinoma. Biomed Pharmacother 2024; 175:116805. [PMID: 38781868 DOI: 10.1016/j.biopha.2024.116805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 05/16/2024] [Accepted: 05/20/2024] [Indexed: 05/25/2024] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is the most prevalent subtype of renal cancer, accounting for approximately 80% of all renal cell cancers. Due to its exceptional inter- and intratumor heterogeneity, it is highly resistant to conventional systemic therapies. Targeting the evasion of cell death, one of cancer's hallmarks, is currently emerging as an alternative strategy for ccRCC. In this article, we review the current state of apoptosis-inducing therapies against ccRCC, including antisense oligonucleotides, BH3 mimetics, histone deacetylase inhibitors, cyclin-kinase inhibitors, inhibitors of apoptosis protein antagonists, and monoclonal antibodies. Although preclinical studies have shown encouraging results, these compounds fail to improve patients' outcomes significantly. Current evidence suggests that inducing apoptosis in ccRCC may promote tumor progression through apoptosis-induced proliferation, anastasis, and apoptosis-induced nuclear expulsion. Therefore, re-evaluating this approach is expected to enable successful preclinical-to-clinical translation.
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Affiliation(s)
- Adam Kowalewski
- Department of Tumor Pathology and Pathomorphology, Oncology Centre Prof. Franciszek Łukaszczyk Memorial Hospital, Bydgoszcz 85-796, Poland; Center of Medical Sciences, University of Science and Technology, Bydgoszcz 85-796, Poland.
| | - Jędrzej Borowczak
- Clinical Department of Oncology, Oncology Centre Prof. Franciszek Łukaszczyk Memorial Hospital, Bydgoszcz 85-796, Poland
| | - Mateusz Maniewski
- Department of Tumor Pathology and Pathomorphology, Oncology Centre Prof. Franciszek Łukaszczyk Memorial Hospital, Bydgoszcz 85-796, Poland; Doctoral School of Medical and Health Sciences, Nicolaus Copernicus University in Torun, Bydgoszcz 85-094, Poland
| | - Karol Gostomczyk
- Department of Obstetrics, Gynaecology and Oncology, Chair of Pathomorphology and Clinical Placentology, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Torun, Bydgoszcz 85-094, Poland
| | - Dariusz Grzanka
- Department of Clinical Pathomorphology, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Torun, Bydgoszcz 85-094, Poland
| | - Łukasz Szylberg
- Department of Tumor Pathology and Pathomorphology, Oncology Centre Prof. Franciszek Łukaszczyk Memorial Hospital, Bydgoszcz 85-796, Poland; Department of Obstetrics, Gynaecology and Oncology, Chair of Pathomorphology and Clinical Placentology, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Torun, Bydgoszcz 85-094, Poland
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Wei PJ, Zhu AD, Cao R, Zheng C. Personalized Driver Gene Prediction Using Graph Convolutional Networks with Conditional Random Fields. BIOLOGY 2024; 13:184. [PMID: 38534453 DOI: 10.3390/biology13030184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 03/03/2024] [Accepted: 03/10/2024] [Indexed: 03/28/2024]
Abstract
Cancer is a complex and evolutionary disease mainly driven by the accumulation of genetic variations in genes. Identifying cancer driver genes is important. However, most related studies have focused on the population level. Cancer is a disease with high heterogeneity. Thus, the discovery of driver genes at the individual level is becoming more valuable but is a great challenge. Although there have been some computational methods proposed to tackle this challenge, few can cover all patient samples well, and there is still room for performance improvement. In this study, to identify individual-level driver genes more efficiently, we propose the PDGCN method. PDGCN integrates multiple types of data features, including mutation, expression, methylation, copy number data, and system-level gene features, along with network structural features extracted using Node2vec in order to construct a sample-gene interaction network. Prediction is performed using a graphical convolutional neural network model with a conditional random field layer, which is able to better combine the network structural features with biological attribute features. Experiments on the ACC (Adrenocortical Cancer) and KICH (Kidney Chromophobe) datasets from TCGA (The Cancer Genome Atlas) demonstrated that the method performs better compared to other similar methods. It can identify not only frequently mutated driver genes, but also rare candidate driver genes and novel biomarker genes. The results of the survival and enrichment analyses of these detected genes demonstrate that the method can identify important driver genes at the individual level.
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Affiliation(s)
- Pi-Jing Wei
- Information Materials and Intelligent Sensing Laboratory of Anhui Province, Institutes of Physical Science and Information Technology, Anhui University, 111 Jiulong Road, Hefei 230601, China
| | - An-Dong Zhu
- Information Materials and Intelligent Sensing Laboratory of Anhui Province, Institutes of Physical Science and Information Technology, Anhui University, 111 Jiulong Road, Hefei 230601, China
| | - Ruifen Cao
- School of Computer Science and Technology, Anhui University, 111 Jiulong Road, Hefei 230601, China
| | - Chunhou Zheng
- School of Artificial Intelligence, Anhui University, 111 Jiulong Road, Hefei 230601, China
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Gong B, Huang Y, Wang Z, Wan B, Zeng Y, Lv C. BAG3 as a novel prognostic biomarker in kidney renal clear cell carcinoma correlating with immune infiltrates. Eur J Med Res 2024; 29:93. [PMID: 38297320 PMCID: PMC10832118 DOI: 10.1186/s40001-024-01687-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 01/18/2024] [Indexed: 02/02/2024] Open
Abstract
PURPOSE BCL-2-associated athanogene 3 (BAG3) is an anti-apoptotic protein that plays an essential role in the onset and progression of multiple cancer types. However, the clinical significance of BAG3 in kidney renal clear cell carcinoma (KIRC) remains unclear. METHODS Using Tumor IMmune Estimation Resource (TIMER), The Cancer Genome Atlas (TCGA), and Gene Expression Omnibus (GEO) database, we explored the expression, prognostic value, and clinical correlations of BAG3 in KIRC. In addition, immunohistochemistry (IHC) of HKH cohort further validated the expression of BAG3 in KIRC and its impact on prognosis. Gene Set Cancer Analysis (GSCA) was utilized to scrutinize the prognostic value of BAG3 methylation. Gene Ontology (GO) term analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG), and Gene set enrichment analysis (GSEA) were used to identify potential biological functions of BAG3 in KIRC. Single-sample gene set enrichment analysis (ssGSEA) was performed to confirm the correlation between BAG3 expression and immune cell infiltration. RESULTS BAG3 mRNA expression and protein expression were significantly downregulated in KIRC tissues compared to normal kidney tissues, associated with adverse clinical-pathological factors and poor clinical prognosis. Multivariate Cox regression analysis indicated that low expression of BAG3 was an independent prognostic factor in KIRC patients. GSEA analysis showed that BAG3 is mainly involved in DNA methylation and the immune-related pathways in KIRC. In addition, the expression of BAG3 is closely related to immune cell infiltration and immune cell marker set. CONCLUSION BAG3 might be a potential therapeutic target and valuable prognostic biomarker of KIRC and is closely related to immune cell infiltration.
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Affiliation(s)
- Binghao Gong
- Department of Urology, Central South University Xiangya School of Medicine Affiliated Haikou Hospital, Haikou, China
| | - Yuan Huang
- Department of Neurology, Central South University Xiangya School of Medicine Affiliated Haikou Hospital, Haikou, China
| | - Zhenting Wang
- Department of Urology, Central South University Xiangya School of Medicine Affiliated Haikou Hospital, Haikou, China
| | - Bangbei Wan
- Department of Urology, Central South University Xiangya School of Medicine Affiliated Haikou Hospital, Haikou, China
| | - Yaohui Zeng
- Department of Urology, Central South University Xiangya School of Medicine Affiliated Haikou Hospital, Haikou, China
| | - Cai Lv
- Department of Urology, Central South University Xiangya School of Medicine Affiliated Haikou Hospital, Haikou, China.
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Li Z, Ma Z, Zhou Q, Wang S, Yan Q, Zhuang H, Zhou Z, Liu C, Wu Z, Zhao J, Huang S, Zhang C, Hou B. Identification by genetic algorithm optimized back propagation artificial neural network and validation of a four-gene signature for diagnosis and prognosis of pancreatic cancer. Heliyon 2022; 8:e11321. [DOI: 10.1016/j.heliyon.2022.e11321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 07/02/2022] [Accepted: 10/25/2022] [Indexed: 11/11/2022] Open
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Langbein LE, El Hajjar R, Kim WY, Yang H. The convergence of tumor suppressors on the type I interferon pathway in clear cell renal cell carcinoma and its therapeutic implications. Am J Physiol Cell Physiol 2022; 323:C1417-C1429. [PMID: 36154696 PMCID: PMC9662805 DOI: 10.1152/ajpcell.00255.2022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 08/29/2022] [Accepted: 09/17/2022] [Indexed: 01/31/2023]
Abstract
In clear cell renal cell carcinoma (ccRCC), the von Hippel-Lindau tumor suppressor gene/hypoxia inducible factor (VHL/HIF) axis lays the groundwork for tumorigenesis and is the target of many therapeutic agents. HIF activation alone, however, is largely insufficient for kidney tumor development, and secondary mutations in PBRM1, BAP1, SETD2, KDM5C, or other tumor suppressor genes are strong enablers of tumorigenesis. Interestingly, it has been discovered that VHL loss and subsequent HIF activation results in upregulation of a negative feedback loop mediated by ISGF3, a transcription factor activated by type I interferon (IFN). Secondary mutations in the aforementioned tumor suppressor genes all partially disable this negative feedback loop to facilitate tumor growth. The convergence of several cancer genes on this pathway suggests that it plays an important role in ccRCC development and maintenance. Tumors with secondary mutations that dampen the negative feedback loop may be exquisitely sensitive to its reactivation, and pharmacological activation of ISGF3 either alone or in combination with other therapies could be an effective method to treat patients with ccRCC. In this review, we examine the relevance of the type I IFN pathway to ccRCC, synthesize our current knowledge of the ccRCC tumor suppressors in its regulation, and explore how this may impact the future treatment of patients with ccRCC.
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Affiliation(s)
- Lauren E Langbein
- Department of Pathology, Anatomy, & Cell Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Rayan El Hajjar
- Department of Pathology, Anatomy, & Cell Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - William Y Kim
- Department of Pathology, Anatomy, & Cell Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Haifeng Yang
- Department of Pathology, Anatomy, & Cell Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina
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Cruz-Gregorio A, Aranda-Rivera AK, Pedraza-Chaverri J, Solano JD, Ibarra-Rubio ME. Redox-sensitive signaling pathways in renal cell carcinoma. Biofactors 2022; 48:342-358. [PMID: 34590744 DOI: 10.1002/biof.1784] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 09/07/2021] [Indexed: 12/24/2022]
Abstract
Renal cell carcinoma (RCC) is one of the most lethal urological cancers, highly resistant to chemo and radiotherapy. Obesity and smoking are the best-known risk factors of RCC, both related to oxidative stress presence, suggesting a significant role in RCC development and maintenance. Surgical resection is the treatment of choice for localized RCC; however, this neoplasia is hardly diagnosable at its initial stages, occurring commonly in late phases and even when metastasis is already present. Systemic therapies are the option against RCC in these more advanced stages, such as cytokine therapy or a combination of tyrosine kinase inhibitors with immunotherapies; nevertheless, these strategies are still insufficient. A field poorly analyzed in this neoplasia is the status of cell signaling pathways sensible to the redox state, which have been associated with the development and maintenance of RCC. This review focuses on alterations reported in the following redox-sensitive molecules and signaling pathways in RCC: mitogen-activated protein kinases, protein kinase B (AKT)/tuberous sclerosis complex 2/mammalian target of rapamycin C1, AKT/glycogen synthase kinase 3/β-catenin, nuclear factor κB/inhibitor of κB/epidermal growth factor receptor, and protein kinase Cζ/cut-like homeodomain protein/factor inhibiting hypoxia-inducible factor (HIF)/HIF as potential targets for redox therapy.
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Affiliation(s)
- Alfredo Cruz-Gregorio
- Laboratorio F-225, Departamento de Biología, Facultad de Química, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Ana Karina Aranda-Rivera
- Laboratorio F-315, Departamento de Biología, Facultad de Química, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - José Pedraza-Chaverri
- Laboratorio F-315, Departamento de Biología, Facultad de Química, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - José D Solano
- Laboratorio F-225, Departamento de Biología, Facultad de Química, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - María Elena Ibarra-Rubio
- Laboratorio F-225, Departamento de Biología, Facultad de Química, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
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Farhadi A, Namdari S, Chong PP, Geramizadeh B, Behzad-Behbahani A, Sekawi Z, Sharifzadeh S. Epstein-Barr virus infection is associated with the nuclear factor-kappa B p65 signaling pathway in renal cell carcinoma. BMC Urol 2022; 22:17. [PMID: 35130882 PMCID: PMC8822771 DOI: 10.1186/s12894-022-00964-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 01/25/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND There have been few studies regarding viral involvement in the pathogenesis of renal cell carcinoma (RCC). The aim of this study was to examine the possible association of Epstein-Barr virus (EBV) infection with clinicopathological features and cellular biomarkers including p53, p16INK4a, Ki-67 and nuclear factor-kappa B (NF-κB) in RCC tumors. METHODS In this prospective study, 122 histologically confirmed Formalin-fixed Paraffin-embedded RCC tissue specimens along with 96 specimens of their corresponding peritumoral tissues and 23 samples of blunt renal injuries were subjected to nested polymerase chain reaction (nPCR) in order to amplify EBV DNA sequences. The expression of p53, p16INK4a, Ki-67 and NF-κB was investigated by immunohistochemistry (IHC) assay. Statistical analysis was employed to demonstrate the possible associations. RESULTS Infection with EBV was found to be significantly associated with RCC. Our results indicate that p65 NF-κB signaling pathway is probably involved in EBV-mediated RCC pathogenesis. Moreover, we found p53, Ki-67 and cytoplasmic NF-κB expression to be associated with tumor nuclear grade in RCC patients. The expression of p53 and Ki-67 was associated with primary tumor category as well. In addition, p53 overexpression was significantly more frequent among nonconventional RCC tumors than the conventional histologic type. CONCLUSIONS Infection with EBV is likely to play an important role in the development of RCC through the constitutive and permanent activation of NF-κB p65 signaling pathway. However, more experiments and supporting data are required to reach a decisive conclusion.
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Affiliation(s)
- Ali Farhadi
- Diagnostic Laboratory Sciences and Technology Research Center, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran.
| | - Sepide Namdari
- Diagnostic Laboratory Sciences and Technology Research Center, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Pei Pei Chong
- School of Biosciences, Taylor's University, 47500, Subang Jaya, Selangor, Malaysia
| | - Bita Geramizadeh
- Department of Pathology, Medical School of Shiraz University, Shiraz University of Medical Sciences, Shiraz, Iran.,Transplant Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Abbas Behzad-Behbahani
- Diagnostic Laboratory Sciences and Technology Research Center, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Zamberi Sekawi
- Department of Medical Microbiology and Parasitology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia
| | - Sedigheh Sharifzadeh
- Diagnostic Laboratory Sciences and Technology Research Center, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
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Albiñana V, Recio-Poveda L, González-Peramato P, Martinez-Piñeiro L, Botella LM, Cuesta AM. Blockade of β2-Adrenergic Receptor Reduces Inflammation and Oxidative Stress in Clear Cell Renal Cell Carcinoma. Int J Mol Sci 2022; 23:ijms23031325. [PMID: 35163250 PMCID: PMC8835934 DOI: 10.3390/ijms23031325] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 01/19/2022] [Accepted: 01/21/2022] [Indexed: 12/09/2022] Open
Abstract
Von Hippel-Lindau (VHL) syndrome is a rare inherited cancer disease where the lack of VHL protein triggers the development of multisystemic tumors such us retinal hemangioblastomas (HBs), CNS-HBs, and clear cell renal cell carcinoma (ccRCC). Since standard therapies in VHL have shown limited response, leaving surgery as the only possible treatment, targeting of the β2-adrenergic receptor (ADRB2) has shown therapeutic antitumor benefits on VHL-retinal HBs (clinical trial), VHL-CNS HBs, and VHL-ccRCC (in vitro and in vivo). In the present study, we wanted to look deep into the effects of the ADRB2 blockers propranolol and ICI-118,551 on two main aspects of cancer progression: (i) the changes on the inflammatory response of ccRCC cells; and (ii) the modulation on the Warburg effect (glycolytic metabolism), concretely, on the expression of genes involved in the cell reactive oxygen species (ROS) balance and levels. Accordingly, in vitro studies with primary VHL-ccRCC and 786-O cells measuring ROS levels, ROS-expression of detoxifying enzymes, and the expression of p65/NF-κB targets by RT-PCR were carried out. Furthermore, histological analyses of ccRCC samples from heterotopic mouse xenografts were performed. The obtained results show that ADRB2 blockade in ccRCC cells reduces the level of oxidative stress and stabilizes the inflammatory response. Thus, these data further support the idea of targeting ADRB2 as a promising strategy for the treatment of VHL and other non-VHL tumors.
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Affiliation(s)
- Virginia Albiñana
- Centro de Investigaciones Biológicas Margaritas Salas, 28040 Madrid, Spain; (V.A.); (L.R.-P.)
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), ISCIII (Instituto de Salud Carlos III), 28029 Madrid, Spain
| | - Lucía Recio-Poveda
- Centro de Investigaciones Biológicas Margaritas Salas, 28040 Madrid, Spain; (V.A.); (L.R.-P.)
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), ISCIII (Instituto de Salud Carlos III), 28029 Madrid, Spain
| | - Pilar González-Peramato
- Department of Pathology, La Paz University Hospital, Autonomous University of Madrid, 28029 Madrid, Spain;
| | | | - Luisa María Botella
- Centro de Investigaciones Biológicas Margaritas Salas, 28040 Madrid, Spain; (V.A.); (L.R.-P.)
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), ISCIII (Instituto de Salud Carlos III), 28029 Madrid, Spain
- Correspondence: (L.M.B.); (A.M.C.)
| | - Angel M. Cuesta
- Department of Biochemistry and Molecular Biology, Faculty of Pharmacy, Complutense University of Madrid, 28040 Madrid, Spain
- Correspondence: (L.M.B.); (A.M.C.)
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Spirko-Burns L, Devarajan K. Supervised Dimension Reduction for Large-Scale "Omics" Data With Censored Survival Outcomes Under Possible Non-Proportional Hazards. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2021; 18:2032-2044. [PMID: 31940547 DOI: 10.1109/tcbb.2020.2965934] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
The past two decades have witnessed significant advances in high-throughput "omics" technologies such as genomics, proteomics, metabolomics, transcriptomics and radiomics. These technologies have enabled simultaneous measurement of the expression levels of tens of thousands of features from individual patient samples and have generated enormous amounts of data that require analysis and interpretation. One specific area of interest has been in studying the relationship between these features and patient outcomes, such as overall and recurrence-free survival, with the goal of developing a predictive "omics" profile. Large-scale studies often suffer from the presence of a large fraction of censored observations and potential time-varying effects of features, and methods for handling them have been lacking. In this paper, we propose supervised methods for feature selection and survival prediction that simultaneously deal with both issues. Our approach utilizes continuum power regression (CPR) - a framework that includes a variety of regression methods - in conjunction with the parametric or semi-parametric accelerated failure time (AFT) model. Both CPR and AFT fall within the linear models framework and, unlike black-box models, the proposed prognostic index has a simple yet useful interpretation. We demonstrate the utility of our methods using simulated and publicly available cancer genomics data.
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Perpetuo L, Klein J, Ferreira R, Guedes S, Amado F, Leite-Moreira A, Silva AMS, Thongboonkerd V, Vitorino R. How can artificial intelligence be used for peptidomics? Expert Rev Proteomics 2021; 18:527-556. [PMID: 34343059 DOI: 10.1080/14789450.2021.1962303] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
INTRODUCTION Peptidomics is an emerging field of omics sciences using advanced isolation, analysis, and computational techniques that enable qualitative and quantitative analyses of various peptides in biological samples. Peptides can act as useful biomarkers and as therapeutic molecules for diseases. AREAS COVERED The use of therapeutic peptides can be predicted quickly and efficiently using data-driven computational methods, particularly artificial intelligence (AI) approach. Various AI approaches are useful for peptide-based drug discovery, such as support vector machine, random forest, extremely randomized trees, and other more recently developed deep learning methods. AI methods are relatively new to the development of peptide-based therapies, but these techniques already become essential tools in protein science by dissecting novel therapeutic peptides and their functions (Figure 1).[Figure: see text]. EXPERT OPINION Researchers have shown that AI models can facilitate the development of peptidomics and selective peptide therapies in the field of peptide science. Biopeptide prediction is important for the discovery and development of successful peptide-based drugs. Due to their ability to predict therapeutic roles based on sequence details, many AI-dependent prediction tools have been developed (Figure 1).
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Affiliation(s)
- Luís Perpetuo
- iBiMED, Department of Medical Sciences, University of Aveiro, Aveiro
| | - Julie Klein
- Institut National de la Santé et de la Recherche Médicale (INSERM), U1297, Institute of Cardiovascular and Metabolic Disease, Université Toulouse III, Toulouse, France
| | - Rita Ferreira
- LAQV/REQUIMTE, Department of Chemistry, University of Aveiro, Aveiro
| | - Sofia Guedes
- LAQV/REQUIMTE, Department of Chemistry, University of Aveiro, Aveiro
| | - Francisco Amado
- LAQV/REQUIMTE, Department of Chemistry, University of Aveiro, Aveiro
| | - Adelino Leite-Moreira
- UnIC, Departamento de Cirurgia e Fisiologia, Faculdade de Medicina da Universidade do Porto, Porto
| | - Artur M S Silva
- LAQV/REQUIMTE, Department of Chemistry, University of Aveiro, Aveiro
| | - Visith Thongboonkerd
- Medical Proteomics Unit, Office for Research and Development, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand
| | - Rui Vitorino
- iBiMED, Department of Medical Sciences, University of Aveiro, Aveiro.,LAQV/REQUIMTE, Department of Chemistry, University of Aveiro, Aveiro.,UnIC, Departamento de Cirurgia e Fisiologia, Faculdade de Medicina da Universidade do Porto, Porto
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11
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Millet-Boureima C, He S, Le TBU, Gamberi C. Modeling Neoplastic Growth in Renal Cell Carcinoma and Polycystic Kidney Disease. Int J Mol Sci 2021; 22:3918. [PMID: 33920158 PMCID: PMC8070407 DOI: 10.3390/ijms22083918] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 04/06/2021] [Accepted: 04/08/2021] [Indexed: 12/12/2022] Open
Abstract
Renal cell carcinoma (RCC) and autosomal dominant polycystic kidney disease (ADPKD) share several characteristics, including neoplastic cell growth, kidney cysts, and limited therapeutics. As well, both exhibit impaired vasculature and compensatory VEGF activation of angiogenesis. The PI3K/AKT/mTOR and Ras/Raf/ERK pathways play important roles in regulating cystic and tumor cell proliferation and growth. Both RCC and ADPKD result in hypoxia, where HIF-α signaling is activated in response to oxygen deprivation. Primary cilia and altered cell metabolism may play a role in disease progression. Non-coding RNAs may regulate RCC carcinogenesis and ADPKD through their varied effects. Drosophila exhibits remarkable conservation of the pathways involved in RCC and ADPKD. Here, we review the progress towards understanding disease mechanisms, partially overlapping cellular and molecular dysfunctions in RCC and ADPKD and reflect on the potential for the agile Drosophila genetic model to accelerate discovery science, address unresolved mechanistic aspects of these diseases, and perform rapid pharmacological screens.
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Affiliation(s)
- Cassandra Millet-Boureima
- Department of Biology, Concordia University, Montreal, QC H4B 1R6, Canada; (C.M.-B.); (S.H.); (T.B.U.L.)
| | - Stephanie He
- Department of Biology, Concordia University, Montreal, QC H4B 1R6, Canada; (C.M.-B.); (S.H.); (T.B.U.L.)
| | - Thi Bich Uyen Le
- Department of Biology, Concordia University, Montreal, QC H4B 1R6, Canada; (C.M.-B.); (S.H.); (T.B.U.L.)
- Haematology-Oncology Research Group, National University Cancer Institute, Singapore 119228, Singapore
| | - Chiara Gamberi
- Department of Biology, Coastal Carolina University, Conway, SC 29528-6054, USA
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12
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Jonasch E, Walker CL, Rathmell WK. Clear cell renal cell carcinoma ontogeny and mechanisms of lethality. Nat Rev Nephrol 2021; 17:245-261. [PMID: 33144689 PMCID: PMC8172121 DOI: 10.1038/s41581-020-00359-2] [Citation(s) in RCA: 253] [Impact Index Per Article: 84.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/22/2020] [Indexed: 02/07/2023]
Abstract
The molecular features that define clear cell renal cell carcinoma (ccRCC) initiation and progression are being increasingly defined. The TRACERx Renal studies and others that have described the interaction between tumour genomics and remodelling of the tumour microenvironment provide important new insights into the molecular drivers underlying ccRCC ontogeny and progression. Our understanding of common genomic and chromosomal copy number abnormalities in ccRCC, including chromosome 3p loss, provides a mechanistic framework with which to organize these abnormalities into those that drive tumour initiation events, those that drive tumour progression and those that confer lethality. Truncal mutations in ccRCC, including those in VHL, SET2, PBRM1 and BAP1, may engender genomic instability and promote defects in DNA repair pathways. The molecular features that arise from these defects enable categorization of ccRCC into clinically and therapeutically relevant subtypes. Consideration of the interaction of these subtypes with the tumour microenvironment reveals that specific mutations seem to modulate immune cell populations in ccRCC tumours. These findings present opportunities for disease prevention, early detection, prognostication and treatment.
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Affiliation(s)
- Eric Jonasch
- Department of Genitourinary Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Cheryl Lyn Walker
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, TX, USA
| | - W Kimryn Rathmell
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
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13
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Dugourd A, Kuppe C, Sciacovelli M, Gjerga E, Gabor A, Emdal KB, Vieira V, Bekker‐Jensen DB, Kranz J, Bindels E, Costa AS, Sousa A, Beltrao P, Rocha M, Olsen JV, Frezza C, Kramann R, Saez‐Rodriguez J. Causal integration of multi-omics data with prior knowledge to generate mechanistic hypotheses. Mol Syst Biol 2021; 17:e9730. [PMID: 33502086 PMCID: PMC7838823 DOI: 10.15252/msb.20209730] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 12/18/2020] [Accepted: 12/21/2020] [Indexed: 01/07/2023] Open
Abstract
Multi-omics datasets can provide molecular insights beyond the sum of individual omics. Various tools have been recently developed to integrate such datasets, but there are limited strategies to systematically extract mechanistic hypotheses from them. Here, we present COSMOS (Causal Oriented Search of Multi-Omics Space), a method that integrates phosphoproteomics, transcriptomics, and metabolomics datasets. COSMOS combines extensive prior knowledge of signaling, metabolic, and gene regulatory networks with computational methods to estimate activities of transcription factors and kinases as well as network-level causal reasoning. COSMOS provides mechanistic hypotheses for experimental observations across multi-omics datasets. We applied COSMOS to a dataset comprising transcriptomics, phosphoproteomics, and metabolomics data from healthy and cancerous tissue from eleven clear cell renal cell carcinoma (ccRCC) patients. COSMOS was able to capture relevant crosstalks within and between multiple omics layers, such as known ccRCC drug targets. We expect that our freely available method will be broadly useful to extract mechanistic insights from multi-omics studies.
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Affiliation(s)
- Aurelien Dugourd
- Faculty of Medicine, and Heidelberg University HospitalInstitute for Computational BiomedicineHeidelberg UniversityHeidelbergGermany
- Faculty of MedicineJoint Research Centre for Computational Biomedicine (JRC‐COMBINE)RWTH Aachen UniversityAachenGermany
- Faculty of MedicineInstitute of Experimental Medicine and Systems BiologyRWTH Aachen UniversityAachenGermany
- Division of Nephrology and Clinical ImmunologyFaculty of MedicineRWTH Aachen UniversityAachenGermany
| | - Christoph Kuppe
- Faculty of MedicineInstitute of Experimental Medicine and Systems BiologyRWTH Aachen UniversityAachenGermany
- Division of Nephrology and Clinical ImmunologyFaculty of MedicineRWTH Aachen UniversityAachenGermany
- Department of Internal Medicine, Nephrology and TransplantationErasmus Medical CenterRotterdamThe Netherlands
| | - Marco Sciacovelli
- MRC Cancer UnitHutchison/MRC Research CentreUniversity of CambridgeCambridgeUK
| | - Enio Gjerga
- Faculty of Medicine, and Heidelberg University HospitalInstitute for Computational BiomedicineHeidelberg UniversityHeidelbergGermany
- Faculty of MedicineJoint Research Centre for Computational Biomedicine (JRC‐COMBINE)RWTH Aachen UniversityAachenGermany
| | - Attila Gabor
- Faculty of Medicine, and Heidelberg University HospitalInstitute for Computational BiomedicineHeidelberg UniversityHeidelbergGermany
| | - Kristina B. Emdal
- Faculty of Health and Medical SciencesProteomics ProgramNovo Nordisk Foundation Center for Protein ResearchUniversity of CopenhagenCopenhagenDenmark
| | - Vitor Vieira
- Centre of Biological EngineeringUniversity of Minho ‐ Campus de GualtarBragaPortugal
| | - Dorte B. Bekker‐Jensen
- Faculty of Health and Medical SciencesProteomics ProgramNovo Nordisk Foundation Center for Protein ResearchUniversity of CopenhagenCopenhagenDenmark
| | - Jennifer Kranz
- Faculty of MedicineInstitute of Experimental Medicine and Systems BiologyRWTH Aachen UniversityAachenGermany
- Department of Urology and Pediatric UrologySt. Antonius Hospital EschweilerAcademic Teaching Hospital of RWTH AachenEschweilerGermany
- Department of Urology and Kidney TransplantationMartin Luther UniversityHalle (Saale)Germany
| | | | - Ana S.H. Costa
- MRC Cancer UnitHutchison/MRC Research CentreUniversity of CambridgeCambridgeUK
- Present address:
Cold Spring Harbor LaboratoryCold Spring HarborNYUSA
| | - Abel Sousa
- Institute for Research and Innovation in Health (i3s)PortoPortugal
- European Molecular Biology LaboratoryEuropean Bioinformatics Institute (EMBL‐EBI)HinxtonUK
| | - Pedro Beltrao
- European Molecular Biology LaboratoryEuropean Bioinformatics Institute (EMBL‐EBI)HinxtonUK
| | - Miguel Rocha
- Centre of Biological EngineeringUniversity of Minho ‐ Campus de GualtarBragaPortugal
| | - Jesper V. Olsen
- Faculty of Health and Medical SciencesProteomics ProgramNovo Nordisk Foundation Center for Protein ResearchUniversity of CopenhagenCopenhagenDenmark
| | - Christian Frezza
- MRC Cancer UnitHutchison/MRC Research CentreUniversity of CambridgeCambridgeUK
| | - Rafael Kramann
- Faculty of MedicineInstitute of Experimental Medicine and Systems BiologyRWTH Aachen UniversityAachenGermany
- Division of Nephrology and Clinical ImmunologyFaculty of MedicineRWTH Aachen UniversityAachenGermany
- Department of Internal Medicine, Nephrology and TransplantationErasmus Medical CenterRotterdamThe Netherlands
| | - Julio Saez‐Rodriguez
- Faculty of Medicine, and Heidelberg University HospitalInstitute for Computational BiomedicineHeidelberg UniversityHeidelbergGermany
- Faculty of MedicineJoint Research Centre for Computational Biomedicine (JRC‐COMBINE)RWTH Aachen UniversityAachenGermany
- Molecular Medicine Partnership Unit, European Molecular Biology LaboratoryHeidelberg UniversityHeidelbergGermany
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14
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Pariente-Pérez T, Aguilar-Alonso F, Solano JD, Vargas-Olvera C, Curiel-Muñiz P, Mendoza-Rodríguez CA, Tenorio-Hernández D, Ibarra-Rubio ME. Differential behavior of NF-κB, IκBα and EGFR during the renal carcinogenic process in an experimental model in vivo. Oncol Lett 2020; 19:3153-3164. [PMID: 32256811 PMCID: PMC7074249 DOI: 10.3892/ol.2020.11436] [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: 07/09/2019] [Accepted: 12/03/2019] [Indexed: 11/16/2022] Open
Abstract
Renal cell carcinoma (RCC) is the most common type of cancer of the adult kidney. It is generally asymptomatic even at advanced stages, so opportune diagnosis is rare, making it almost impossible to study this cancer at its early stages. RCC tumors induced by ferric nitrilotriacetate (FeNTA) in rats histologically correspond to the human clear cell RCC subtype (ccRCC) and the exposure to this carcinogen during either one or two months leads to different early stages of neoplastic development. High levels of nuclear factor kappa B (NF-κB) and epidermal growth factor receptor (EGFR) as well as low levels of NF-κB inhibitor alpha (IκBα) are frequent in human RCC, but their status in FeNTA-induced tumors and their evolution along renal carcinogenesis is unclear. On this basis, in the present study NF-κB, IκBα and EGFR behavior was analyzed at different stages of the experimental renal carcinogenesis model. Similar to patients with RCC, neoplastic tissue showed high levels of p65, one of the predominant subunits of NF-κB in ccRCC and of EGFR (protein and mRNA), as well as a decrease in the levels of NF-κB's main inhibitor, IκBα, resulting in a classic oncogenic combination. Conversely, different responses were observed at early stages of carcinogenesis. After one month of FeNTA-exposure, NF-κB activity and EGFR levels augmented; but unexpectedly, IκBα also did. While after two months, NF-κB activity diminished, but EGFR and IκBα levels remained elevated. In conclusion, FeNTA-induced tumors and RCC human neoplasms are analogues regarding to the classic NF-κB, IκBα and EGFR behavior, and distinctive non-conventional combination of changes is developed at each early stage studied. The results obtained suggest that the dysregulation of the analyzed molecules could be related to different signaling pathways and therefore, to particular effects depending on the phase of the carcinogenic process.
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Affiliation(s)
- Telma Pariente-Pérez
- Biology Department, Faculty of Chemistry, Laboratory F-225, National Autonomous University of Mexico, CDMX 04510, Mexico
| | - Francisco Aguilar-Alonso
- Biology Department, Faculty of Chemistry, Laboratory F-225, National Autonomous University of Mexico, CDMX 04510, Mexico
| | - José Dolores Solano
- Biology Department, Faculty of Chemistry, Laboratory F-225, National Autonomous University of Mexico, CDMX 04510, Mexico
| | - Chabetty Vargas-Olvera
- Biology Department, Faculty of Chemistry, Laboratory F-225, National Autonomous University of Mexico, CDMX 04510, Mexico
| | - Patricia Curiel-Muñiz
- Biology Department, Faculty of Chemistry, Laboratory F-225, National Autonomous University of Mexico, CDMX 04510, Mexico
| | | | - Daniela Tenorio-Hernández
- Biology Department, Faculty of Chemistry, Laboratory F-225, National Autonomous University of Mexico, CDMX 04510, Mexico
| | - María Elena Ibarra-Rubio
- Biology Department, Faculty of Chemistry, Laboratory F-225, National Autonomous University of Mexico, CDMX 04510, Mexico
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Silencing of nuclear factor kappa b 1 gene expression inhibits colony formation, cell migration and invasion via the downregulation of interleukin 1 beta and matrix metallopeptidase 9 in renal cell carcinoma. Mol Biol Rep 2019; 47:1143-1151. [PMID: 31820316 DOI: 10.1007/s11033-019-05212-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Accepted: 11/27/2019] [Indexed: 01/20/2023]
Abstract
Renal cell carcinoma (RCC) is a highly deadly urological tumor due to its high metastatic incidence and its notorious chemoresistance. The nuclear transcription factor kappa B (NF-κB) family has been associated with apoptosis resistance and cellular invasion in RCC. The purpose of this study was to evaluate the impact of NF-κB1 gene silencing on the colony formation, cell migration and invasion abilities of the RCC cell line. Renca-mock and Renca-shRNA-NF-κB1 cells were used in this work. NF-κB1 downregulation was assessed by western blotting. The mRNA expression levels of interleukin-1 beta (IL-1β) and MMP-9 were assessed by real-time quantitative polymerase chain reaction (RT-qPCR). The IL-1β levels in the culture media were determined by a commercial ELISA kit. The MMP-9 protein expression and gelatinolytic activity were evaluated by western blotting and zymography, respectively, and the migration and invasion abilities were analysed. The expression levels of p105 and p50 in Renca-shRNA-NF-κBmoc1 cells were significantly reduced compared with those in the Renca-mock cells. The colony numbers of shRNA-NF-кB1 cells were lower than the colony numbers of the Renca-mock cells. NF-κB1 knockdown inhibited the cell migration and invasion of Renca-shRNA-NF-κB1 cells. These cells also exhibited reduced levels of IL-1β. The MMP-9 expression and activity levels were significantly reduced in Renca-shRNA-NF-κB1 cells. Taken together, these results indicate that the downregulation of NF-κB1 suppresses the tumourigenicity of RCC by reducing MMP-9 expression and activity; thus, NF-κB1 could be a molecular target for RCC treatment.
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16
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Nrf2 negatively regulates STING indicating a link between antiviral sensing and metabolic reprogramming. Nat Commun 2018; 9:3506. [PMID: 30158636 PMCID: PMC6115435 DOI: 10.1038/s41467-018-05861-7] [Citation(s) in RCA: 160] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Accepted: 08/02/2018] [Indexed: 12/25/2022] Open
Abstract
The transcription factor Nrf2 is a critical regulator of inflammatory responses. If and how Nrf2 also affects cytosolic nucleic acid sensing is currently unknown. Here we identify Nrf2 as an important negative regulator of STING and suggest a link between metabolic reprogramming and antiviral cytosolic DNA sensing in human cells. Here, Nrf2 activation decreases STING expression and responsiveness to STING agonists while increasing susceptibility to infection with DNA viruses. Mechanistically, Nrf2 regulates STING expression by decreasing STING mRNA stability. Repression of STING by Nrf2 occurs in metabolically reprogrammed cells following TLR4/7 engagement, and is inducible by a cell-permeable derivative of the TCA-cycle-derived metabolite itaconate (4-octyl-itaconate, 4-OI). Additionally, engagement of this pathway by 4-OI or the Nrf2 inducer sulforaphane is sufficient to repress STING expression and type I IFN production in cells from patients with STING-dependent interferonopathies. We propose Nrf2 inducers as a future treatment option in STING-dependent inflammatory diseases. Understanding how regulators of inflammation affect nucleic acid sensing is important for targeting research against inflammatory diseases and conditions. Here, the authors identify Nrf2 as an important negative regulator of STING and suggest a link between metabolic reprogramming and antiviral cytosolic DNA sensing in human cells.
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17
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Nuclear factor-kappa B subunits and their prognostic cancer-specific survival value in renal cell carcinoma patients. Pathology 2018; 50:511-518. [DOI: 10.1016/j.pathol.2018.03.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2018] [Revised: 02/28/2018] [Accepted: 03/07/2018] [Indexed: 11/22/2022]
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18
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Rajasinghe LD, Pindiprolu RH, Gupta SV. Delta-tocotrienol inhibits non-small-cell lung cancer cell invasion via the inhibition of NF-κB, uPA activator, and MMP-9. Onco Targets Ther 2018; 11:4301-4314. [PMID: 30100736 PMCID: PMC6065470 DOI: 10.2147/ott.s160163] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Background Delta-tocotrienol (δT), an isomer of vitamin E, exhibits anticancer properties in different cancer types including non-small-cell lung cancer (NSCLC). Yet, anti-invasive effects of δT and its underlying cellular mechanism in NSCLC have not been fully explored. Matrix metalloproteinase 9 (MMP-9)-based cell migration and invasion are critical cellular mechanisms in cancer development. The current evidence indicates that MMP-9 is upregulated in most patients, and the inhibition of MMPs is involved in decreasing invasion and metastasis in NSCLC. Therefore, its suppression is a promising strategy for attenuating cell invasion and metastasis processes in NSCLC. Purpose The aim of this study was to evaluate the possibility of MMP-9 inhibition as the underlying mechanism behind the antimetastatic properties of δT on NSCLC cells. Methods The effects of δT on cell proliferation, migration, invasion, adhesion, and aggregation capabilities were investigated using different cell-based assays. An inhibitory effect of MMP-9 enzyme activity with δT was also identified using gel zymography. Using real-time PCR and Western blot analysis, a number of cellular proteins, regulatory genes, and miRNA involved in the Notch-1 and urokinase-type plasminogen activator (uPA)-mediated MMP-9 pathways were examined. Results The study found that δT inhibited cell proliferation, cell migration, invasion, aggregation, and adhesion in a concentration-dependent manner and reduced MMP-9 activities. Real-time PCR and Western blot analysis data revealed that δT increased miR-451 expressions and downregulated Notch-1-mediated nuclear factor-κB (NF-κB), which led to the repressed expression of MMP-9 and uPA proteins. Conclusion δT attenuated tumor invasion and metastasis by the repression of MMP-9/uPA via downregulation of Notch-1 and NF-κB pathways and upregulation of miR-451. The data suggest that δT may have potential therapeutic benefit against NSCLC metastasis.
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Affiliation(s)
| | - Rohini H Pindiprolu
- Department of Nutrition and Food Science, Wayne State University, Detroit, MI, USA,
| | - Smiti Vaid Gupta
- Department of Nutrition and Food Science, Wayne State University, Detroit, MI, USA,
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19
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Polo A, Marchese S, De Petro G, Montella M, Ciliberto G, Budillon A, Costantini S. Identifying a panel of genes/proteins/miRNAs modulated by arsenicals in bladder, prostate, kidney cancers. Sci Rep 2018; 8:10395. [PMID: 29991691 PMCID: PMC6039466 DOI: 10.1038/s41598-018-28739-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Accepted: 06/28/2018] [Indexed: 02/07/2023] Open
Abstract
Arsenic and arsenic-derivative compounds, named as arsenicals, represent a worldwide problem for their effect on the human health and, in particular, for their capability to increase the risk of developing cancer such as kidney, bladder and prostate cancer. The main source of arsenical exposure is drinking water. Nowadays, it is well known that the chronic exposure to arsenicals leads to a series of epigenetic alterations that have a role in arsenic-induced effects on human health including cancer. Based on these observations, the aim of our study was to select by network analysis the genes/proteins/miRNAs implicated in kidney, bladder and prostate cancer development upon arsenical exposure. From this analysis we identified: (i) the nodes linking the three molecular networks specific for kidney, bladder and prostate cancer; (ii) the relative HUB nodes (RXRA, MAP3K7, NR3C1, PABPC1, NDRG1, RELA and CTNNB1) that link the three cancer networks; (iii) the miRNAs able to target these HUB nodes. In conclusion, we highlighted a panel of potential molecules related to the molecular mechanisms of arsenical-induced cancerogenesis and suggest their utility as biomarkers or therapeutic targets.
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Affiliation(s)
- Andrea Polo
- Experimental Pharmacology Unit, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Napoli, Italy
| | - Silvia Marchese
- Experimental Pharmacology Unit, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Napoli, Italy
| | - Giuseppina De Petro
- Dipartimento di Medicina Molecolare e Traslazionale, Università di Brescia, Brescia, Italy
| | - Maurizio Montella
- Epidemiology Unit, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Napoli, Italy
| | - Gennaro Ciliberto
- Scientific Directorate, IRCCS Istituto Nazionale Tumori "Regina Elena", Roma, Italy
| | - Alfredo Budillon
- Experimental Pharmacology Unit, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Napoli, Italy.
| | - Susan Costantini
- Experimental Pharmacology Unit, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Napoli, Italy.
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20
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Rodrigues P, Patel SA, Harewood L, Olan I, Vojtasova E, Syafruddin SE, Zaini MN, Richardson EK, Burge J, Warren AY, Stewart GD, Saeb-Parsy K, Samarajiwa SA, Vanharanta S. NF-κB-Dependent Lymphoid Enhancer Co-option Promotes Renal Carcinoma Metastasis. Cancer Discov 2018; 8:850-865. [PMID: 29875134 PMCID: PMC6031301 DOI: 10.1158/2159-8290.cd-17-1211] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Revised: 03/26/2018] [Accepted: 05/01/2018] [Indexed: 01/10/2023]
Abstract
Metastases, the spread of cancer cells to distant organs, cause the majority of cancer-related deaths. Few metastasis-specific driver mutations have been identified, suggesting aberrant gene regulation as a source of metastatic traits. However, how metastatic gene expression programs arise is poorly understood. Here, using human-derived metastasis models of renal cancer, we identify transcriptional enhancers that promote metastatic carcinoma progression. Specific enhancers and enhancer clusters are activated in metastatic cancer cell populations, and the associated gene expression patterns are predictive of poor patient outcome in clinical samples. We find that the renal cancer metastasis-associated enhancer complement consists of multiple coactivated tissue-specific enhancer modules. Specifically, we identify and functionally characterize a coregulatory enhancer cluster, activated by the renal cancer driver HIF2A and an NF-κB-driven lymphoid element, as a mediator of metastasis in vivo We conclude that oncogenic pathways can acquire metastatic phenotypes through cross-lineage co-option of physiologic epigenetic enhancer states.Significance: Renal cancer is associated with significant mortality due to metastasis. We show that in metastatic renal cancer, functionally important metastasis genes are activated via co-option of gene regulatory enhancer modules from distant developmental lineages, thus providing clues to the origins of metastatic cancer. Cancer Discov; 8(7); 850-65. ©2018 AACR.This article is highlighted in the In This Issue feature, p. 781.
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Affiliation(s)
- Paulo Rodrigues
- MRC Cancer Unit, University of Cambridge, Hutchison/MRC Research Centre, Cambridge, United Kingdom
| | - Saroor A Patel
- MRC Cancer Unit, University of Cambridge, Hutchison/MRC Research Centre, Cambridge, United Kingdom
| | - Louise Harewood
- Cancer Research UK/Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, United Kingdom
| | - Ioana Olan
- MRC Cancer Unit, University of Cambridge, Hutchison/MRC Research Centre, Cambridge, United Kingdom
| | - Erika Vojtasova
- MRC Cancer Unit, University of Cambridge, Hutchison/MRC Research Centre, Cambridge, United Kingdom
| | - Saiful E Syafruddin
- MRC Cancer Unit, University of Cambridge, Hutchison/MRC Research Centre, Cambridge, United Kingdom
- UKM Medical Molecular Biology Institute, Universiti Kebangsaan Malaysia, Jalan Yaa'cob Latiff, Bandar Tun Razak, Kuala Lumpur, Malaysia
| | - M Nazhif Zaini
- MRC Cancer Unit, University of Cambridge, Hutchison/MRC Research Centre, Cambridge, United Kingdom
| | - Emma K Richardson
- MRC Cancer Unit, University of Cambridge, Hutchison/MRC Research Centre, Cambridge, United Kingdom
| | - Johanna Burge
- Academic Urology Group, Department of Surgery, University of Cambridge, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Anne Y Warren
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
| | - Grant D Stewart
- Academic Urology Group, Department of Surgery, University of Cambridge, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Kourosh Saeb-Parsy
- Department of Surgery, University of Cambridge and NIHR Cambridge Biomedical Research Centre, Cambridge, United Kingdom
| | - Shamith A Samarajiwa
- MRC Cancer Unit, University of Cambridge, Hutchison/MRC Research Centre, Cambridge, United Kingdom
| | - Sakari Vanharanta
- MRC Cancer Unit, University of Cambridge, Hutchison/MRC Research Centre, Cambridge, United Kingdom.
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21
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Zhu J, Zhao J, Yu Z, Shrestha S, Song J, Liu W, Lan W, Xing J, Liu S, Chen C, Cao M, Sun X, Wang Q, Song X. Epoxymicheliolide, a novelguaiane-type sesquiterpene lactone, inhibits NF‑κB/COX‑2 signaling pathways by targeting leucine 281 and leucine 25 in IKKβ in renal cell carcinoma. Int J Oncol 2018; 53:987-1000. [PMID: 29956738 PMCID: PMC6065450 DOI: 10.3892/ijo.2018.4460] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 06/11/2018] [Indexed: 12/26/2022] Open
Abstract
Parthenolide (PTL) is a sesquiterpene lactone compound obtained from Tanacetum parthenium (feverfew) and inhibits the activation of nuclear factor (NF)-κB. Epoxymicheliolide (EMCL) is a compound which is structurally related to PTL; however, EMCL is more stable under acidic and alkaline conditions. As a biologically active molecule, the detailed mechanism by which EMCL inhibits tumor activity remains to be elucidated. The present study evaluated the effect of EMCL on renal cell carcinoma (RCC) cells and identified the underlying mechanisms. It was found that treatment with EMCL significantly inhibited the proliferation of RCC cells in vitro and increased the induction of apoptosis by activating the mitochondria- and caspase-dependent pathway. Simultaneously, EMCL suppressed cell invasion and metastasis by inhibiting epithelial-mesenchymal transition, as observed in a microfluidic chip assay. Furthermore, using immunofluorescence analysis, an electrophoretic mobility shift assay and a dual-luciferase reporter assay, it was shown that treatment with EMCL significantly suppressed the expression of cyclooxygenase-2 by inhibiting the translocation of NF-κB p50/p65 and the activity of NF-κB. Collectively, the results indicated that EMCL suppressed tumor growth by inhibiting the activation of NF-κB and suggested that EMCL may be a novel anticancer agent in the treatment of RCC.
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Affiliation(s)
- Jiabin Zhu
- Department of Urology, The First Affiliated Hospital, Dalian Medical University, Dalian, Liaoning 116011, P.R. China
| | - Jun Zhao
- Department of Neurosurgery, The First Affiliated Hospital, Dalian Medical University, Dalian, Liaoning 116011, P.R. China
| | - Zhenlong Yu
- College of Pharmacy, Dalian Medical University, Dalian, Liaoning 116044, P.R. China
| | - Sandeep Shrestha
- Department of Urology, The First Affiliated Hospital, Dalian Medical University, Dalian, Liaoning 116011, P.R. China
| | - Jing Song
- Department of Respiratory Medicine, The Second Affiliated Hospital, Dalian Medical University, Dalian, Liaoning 116023, P.R. China
| | - Wenwen Liu
- Department of Respiratory Medicine, The Second Affiliated Hospital, Dalian Medical University, Dalian, Liaoning 116023, P.R. China
| | - Wen Lan
- Department of Respiratory Medicine, The Second Affiliated Hospital, Dalian Medical University, Dalian, Liaoning 116023, P.R. China
| | - Jinshan Xing
- Department of Neurosurgery, The Second Affiliated Hospital, Dalian Medical University, Dalian, Liaoning 116023, P.R. China
| | - Shuang Liu
- Department of Gastroenterology, The Second Affiliated Hospital, Dalian Medical University, Dalian, Liaoning 116023, P.R. China
| | - Chen Chen
- Department of Cardiovascular Medicine, The First Affiliated Hospital, Dalian Medical University, Dalian, Liaoning 116011, P.R. China
| | - Momo Cao
- Department of Hepatobiliary Surgery, The First Affiliated Hospital, Dalian Medical University, Dalian, Liaoning 116011, P.R. China
| | - Xiuzhen Sun
- Department of Otorhinolaryngology, The Second Affiliated Hospital, Dalian Medical University, Dalian, Liaoning 116023, P.R. China
| | - Qi Wang
- Department of Respiratory Medicine, The Second Affiliated Hospital, Dalian Medical University, Dalian, Liaoning 116023, P.R. China
| | - Xishuang Song
- Department of Urology, The First Affiliated Hospital, Dalian Medical University, Dalian, Liaoning 116011, P.R. China
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RankProd Combined with Genetic Algorithm Optimized Artificial Neural Network Establishes a Diagnostic and Prognostic Prediction Model that Revealed C1QTNF3 as a Biomarker for Prostate Cancer. EBioMedicine 2018; 32:234-244. [PMID: 29861410 PMCID: PMC6021271 DOI: 10.1016/j.ebiom.2018.05.010] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Revised: 05/08/2018] [Accepted: 05/08/2018] [Indexed: 01/09/2023] Open
Abstract
Prostate cancer (PCa) is the most commonly diagnosed cancer in males in the Western world. Although prostate-specific antigen (PSA) has been widely used as a biomarker for PCa diagnosis, its results can be controversial. Therefore, new biomarkers are needed to enhance the clinical management of PCa. From publicly available microarray data, differentially expressed genes (DEGs) were identified by meta-analysis with RankProd. Genetic algorithm optimized artificial neural network (GA-ANN) was introduced to establish a diagnostic prediction model and to filter candidate genes. The diagnostic and prognostic capability of the prediction model and candidate genes were investigated in both GEO and TCGA datasets. Candidate genes were further validated by qPCR, Western Blot and Tissue microarray. By RankProd meta-analyses, 2306 significantly up- and 1311 down-regulated probes were found in 133 cases and 30 controls microarray data. The overall accuracy rate of the PCa diagnostic prediction model, consisting of a 15-gene signature, reached up to 100% in both the training and test dataset. The prediction model also showed good results for the diagnosis (AUC = 0.953) and prognosis (AUC of 5 years overall survival time = 0.808) of PCa in the TCGA database. The expression levels of three genes, FABP5, C1QTNF3 and LPHN3, were validated by qPCR. C1QTNF3 high expression was further validated in PCa tissue by Western Blot and Tissue microarray. In the GEO datasets, C1QTNF3 was a good predictor for the diagnosis of PCa (GSE6956: AUC = 0.791; GSE8218: AUC = 0.868; GSE26910: AUC = 0.972). In the TCGA database, C1QTNF3 was significantly associated with PCa patient recurrence free survival (P < .001, AUC = 0.57). In this study, we have developed a diagnostic and prognostic prediction model for PCa. C1QTNF3 was revealed as a promising biomarker for PCa. This approach can be applied to other high-throughput data from different platforms for the discovery of oncogenes or biomarkers in different kinds of diseases.
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23
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Colombo F, Zambrano S, Agresti A. NF-κB, the Importance of Being Dynamic: Role and Insights in Cancer. Biomedicines 2018; 6:biomedicines6020045. [PMID: 29673148 PMCID: PMC6027537 DOI: 10.3390/biomedicines6020045] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Revised: 04/11/2018] [Accepted: 04/13/2018] [Indexed: 12/11/2022] Open
Abstract
In this review, we aim at describing the results obtained in the past years on dynamics features defining NF-κB regulatory functions, as we believe that these developments might have a transformative effect on the way in which NF-κB involvement in cancer is studied. We will also describe technical aspects of the studies performed in this context, including the use of different cellular models, culture conditions, microscopy approaches and quantification of the imaging data, balancing their strengths and limitations and pointing out to common features and to some open questions. Our emphasis in the methodology will allow a critical overview of literature and will show how these cutting-edge approaches can contribute to shed light on the involvement of NF-κB deregulation in tumour onset and progression. We hypothesize that this “dynamic point of view” can be fruitfully applied to untangle the complex relationship between NF-κB and cancer and to find new targets to restrain cancer growth.
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Affiliation(s)
- Federica Colombo
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, 20132 Milan, Italy.
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, 20133 Milan, Italy.
| | - Samuel Zambrano
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, 20132 Milan, Italy.
- Vita-Salute San Raffaele University, 20132 Milan, Italy.
| | - Alessandra Agresti
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, 20132 Milan, Italy.
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24
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Zhao Z, Tao L, Liu A, Ma M, Li H, Zhao H, Yang J, Wang S, Jin Y, Shao X, Bao F. NF‑κB is a key modulator in the signaling pathway of Borrelia burgdorferi BmpA‑induced inflammatory chemokines in murine microglia BV2 cells. Mol Med Rep 2018; 17:4953-4958. [PMID: 29393443 PMCID: PMC5865954 DOI: 10.3892/mmr.2018.8526] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2017] [Accepted: 11/15/2017] [Indexed: 12/29/2022] Open
Abstract
Lyme disease, caused by the bacterial spirochete Borrelia burgdorferi, is a tick‑borne zoonosis. Lyme neuroborreliosis is a principal manifestation of Lyme disease and its pathogenesis remains incompletely understood. Recent studies have demonstrated that Borrelia burgdorferi lipoproteins caused similar inflammatory effects as exhibited in Lyme neuroborreliosis. Basic membrane protein A (BmpA) is one of the dominant lipoproteins in the Borrelia burgdorferi membrane. In addition, nuclear factor κ‑B (NF‑κB) modulates the regulation of gene transcription associated with immunity and inflammation; however, in unstimulated cells, NF‑κB is combined with the inhibitor of NF‑κB (IκB‑β). Therefore, it was hypothesized that NF‑κB may be associated with BmpA‑induced inflammation and the occurrence of Lyme neuroborreliosis. Therefore, the aim of the present study was to investigate the role that NF‑κB serves in the signaling pathway of rBmpA‑induced inflammatory chemokines. The present study measured the expression levels of NF‑κB, IκB‑β and inflammatory chemokines following recombinant BmpA (rBmpA) stimulation of murine microglia BV2 cells. Following stimulation with rBmpA, concentrations of pro‑inflammatory cytokines including C‑X‑C motif chemokine 2, C‑C motif chemokine (CCL) 5 and CCL22 were determined by ELISA analysis. Reverse transcription‑quantitative polymerase chain reaction and western blotting were used to detect the expression levels of NF‑κB p65 and IκB‑β. The data demonstrated that concentrations of these chemokines in cell supernatants increased significantly following rBmpA stimulation. NF‑κB was overexpressed, but IκB‑β expression was significantly decreased. In conclusion, these results suggested that NF‑κB serves an important stimulatory role in the signaling pathway of rBmpA‑induced inflammatory chemokines in BV2 cells.
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Affiliation(s)
- Zhenyu Zhao
- School of Basic Medical Sciences, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
| | - Lvyan Tao
- School of Basic Medical Sciences, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
- Department of Biochemistry and Molecular Biology, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
| | - Aihua Liu
- School of Basic Medical Sciences, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
- Department of Biochemistry and Molecular Biology, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
- Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming, Yunnan 650500, P.R. China
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
- Yunnan Province Integrative Innovation Center for Public Health, Diseases Prevention and Control, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
- Yunnan Demonstration Base of International Science and Technology Cooperation for Tropical Diseases, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
- Correspondence to: Professor Aihua Liu or Professor Fukai Bao, Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, 1168 Chunrongxi Road, Chenggong, Kunming, Yunnan 650500, P.R. China, E-mail: , E-mail:
| | - Mingbiao Ma
- School of Basic Medical Sciences, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
- Department of Microbiology and Immunology, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
| | - Haiyi Li
- Faculty of Public Health, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
| | - Hua Zhao
- School of Basic Medical Sciences, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
| | - Jiaru Yang
- School of Basic Medical Sciences, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
| | - Shiming Wang
- School of Basic Medical Sciences, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
| | - Yirong Jin
- School of Basic Medical Sciences, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
| | - Xian Shao
- School of Basic Medical Sciences, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
| | - Fukai Bao
- School of Basic Medical Sciences, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
- Department of Biochemistry and Molecular Biology, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
- Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, Kunming, Yunnan 650500, P.R. China
- The Institute for Tropical Medicine, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
- Yunnan Province Integrative Innovation Center for Public Health, Diseases Prevention and Control, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
- Yunnan Demonstration Base of International Science and Technology Cooperation for Tropical Diseases, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
- Department of Microbiology and Immunology, Kunming Medical University, Kunming, Yunnan 650500, P.R. China
- Correspondence to: Professor Aihua Liu or Professor Fukai Bao, Yunnan Province Key Laboratory for Tropical Infectious Diseases in Universities, 1168 Chunrongxi Road, Chenggong, Kunming, Yunnan 650500, P.R. China, E-mail: , E-mail:
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25
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Zhang J, Zhang Q. VHL and Hypoxia Signaling: Beyond HIF in Cancer. Biomedicines 2018; 6:biomedicines6010035. [PMID: 29562667 PMCID: PMC5874692 DOI: 10.3390/biomedicines6010035] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2018] [Revised: 03/12/2018] [Accepted: 03/16/2018] [Indexed: 12/12/2022] Open
Abstract
Von Hippel-Lindau (VHL) is an important tumor suppressor that is lost in the majority of clear cell carcinoma of renal cancer (ccRCC). Its regulatory pathway involves the activity of E3 ligase, which targets hypoxia inducible factor α (including HIF1α and HIF2α) for proteasome degradation. In recent years, emerging literature suggests that VHL also possesses other HIF-independent functions. This review will focus on VHL-mediated signaling pathways involving the latest identified substrates/binding partners, including N-Myc downstream-regulated gene 3 (NDRG3), AKT, and G9a, etc., and their physiological roles in hypoxia signaling and cancer. We will also discuss the crosstalk between VHL and NF-κB signaling. Lastly, we will review the latest findings on targeting VHL signaling in cancer.
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Affiliation(s)
- Jing Zhang
- Department of Pathology and Laboratory Medicine, Lineberger Comprehensive Cancer Center, UNC-Chapel Hill, Chapel Hill, NC 27599, USA.
| | - Qing Zhang
- Department of Pathology and Laboratory Medicine, Lineberger Comprehensive Cancer Center, UNC-Chapel Hill, Chapel Hill, NC 27599, USA.
- Department of Pharmacology, UNC-Chapel Hill, Chapel Hill, NC 27599, USA.
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26
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Renal Cell Carcinoma: Molecular Aspects. Indian J Clin Biochem 2017; 33:246-254. [PMID: 30072823 DOI: 10.1007/s12291-017-0713-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 11/06/2017] [Indexed: 12/29/2022]
Abstract
Renal cell carcinoma is the most common form of the kidney cancer accounting for more than 85% of the cases of which clear cell renal cell carcinoma (ccRCC) is the major histological subtype. The central molecular signature for ccRCC pathogenesis is the biallelic inactivation of VHL gene due to the presence of mutations/hyper-methylation/complete gene loss, which results in the downstream HIF activation. These events lead to increased tyrosine kinase receptor signalling pathways (RAS/MEK/ERK pathway, PI3K/AKT/mTOR pathway and NF-κB pathway), which through their downstream effector proteins causes the cell to proliferate and migrate. Recent studies have shown that VHL inactivation alone is not sufficient to induce the tumor. Mutations in numerous other genes that codes for chromatin modifiers (PBRM1, SETD2 and BAP1) and signalling proteins (PTEN and mTOR) have been identified along with activation of alternate signalling pathways like STAT and Sonic Hedgehog (SHH) pathway. It has also been shown that STAT pathway also works cooperatively with HIF to enhance the tumor progression. However, SHH pathway reactivation resulted in tumor regardless of the VHL status, indicating the complex nature of the tumor at the molecular level. Therefore, understanding the complete aetiology of ccRCC is important for future therapeutics.
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27
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Peri S, Caretti E, Tricarico R, Devarajan K, Cheung M, Sementino E, Menges CW, Nicolas E, Vanderveer LA, Howard S, Conrad P, Crowell JA, Campbell KS, Ross EA, Godwin AK, Yeung AT, Clapper ML, Uzzo RG, Henske EP, Ricketts CJ, Vocke CD, Linehan WM, Testa JR, Bellacosa A, Kopelovich L, Knudson AG. Haploinsufficiency in tumor predisposition syndromes: altered genomic transcription in morphologically normal cells heterozygous for VHL or TSC mutation. Oncotarget 2017; 8:17628-17642. [PMID: 27682873 PMCID: PMC5392274 DOI: 10.18632/oncotarget.12192] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Accepted: 09/07/2016] [Indexed: 02/01/2023] Open
Abstract
Tumor suppressor genes and their effector pathways have been identified for many dominantly heritable cancers, enabling efforts to intervene early in the course of disease. Our approach on the subject of early intervention was to investigate gene expression patterns of morphologically normal one-hit cells before they become hemizygous or homozygous for the inherited mutant gene which is usually required for tumor formation. Here, we studied histologically non-transformed renal epithelial cells from patients with inherited disorders that predispose to renal tumors, including von Hippel-Lindau (VHL) disease and Tuberous Sclerosis (TSC). As controls, we studied histologically normal cells from non-cancerous renal epithelium of patients with sporadic clear cell renal cell carcinoma (ccRCC). Gene expression analyses of VHLmut/wt or TSC1/2mut/wt versus wild-type (WT) cells revealed transcriptomic alterations previously implicated in the transition to precancerous renal lesions. For example, the gene expression changes in VHLmut/wt cells were consistent with activation of the hypoxia response, associated, in part, with the Warburg effect. Knockdown of any remaining VHL mRNA using shRNA induced secondary expression changes, such as activation of NF?B and interferon pathways, that are fundamentally important in the development of RCC. We posit that this is a general pattern of hereditary cancer predisposition, wherein haploinsufficiency for VHL or TSC1/2, or potentially other tumor susceptibility genes, is sufficient to promote development of early lesions, while cancer results from inactivation of the remaining normal allele. The gene expression changes identified here are related to the metabolic basis of renal cancer and may constitute suitable targets for early intervention.
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Affiliation(s)
- Suraj Peri
- Department of Biostatistics and Bioinformatics, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Elena Caretti
- Cancer Epigenetics, Fox Chase Cancer Center, Philadelphia, PA, USA
| | | | - Karthik Devarajan
- Department of Biostatistics and Bioinformatics, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Mitchell Cheung
- Cancer Biology, Fox Chase Cancer Center, Philadelphia, PA, USA
| | | | - Craig W Menges
- Cancer Biology, Fox Chase Cancer Center, Philadelphia, PA, USA
| | | | - Lisa A Vanderveer
- Cancer Prevention and Control, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Sharon Howard
- Blood Cell Development and Function, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Peggy Conrad
- University of California San Francisco, San Francisco, CA, USA
| | - James A Crowell
- Developmental Therapeutics Program, Division of Cancer Treatment and Diagnosis, NCI, Rockville, MD, USA
| | - Kerry S Campbell
- Blood Cell Development and Function, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Eric A Ross
- Department of Biostatistics and Bioinformatics, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Andrew K Godwin
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS, USA
| | - Anthony T Yeung
- Cancer Prevention and Control, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Margie L Clapper
- Cancer Prevention and Control, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Robert G Uzzo
- Cancer Biology, Fox Chase Cancer Center, Philadelphia, PA, USA.,Kidney Cancer Programs, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Elizabeth P Henske
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, NCI, Bethesda, MD, USA
| | - Christopher J Ricketts
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute Bethesda, MD, USA
| | - Cathy D Vocke
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute Bethesda, MD, USA
| | - W Marston Linehan
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute Bethesda, MD, USA
| | - Joseph R Testa
- Cancer Biology, Fox Chase Cancer Center, Philadelphia, PA, USA.,Kidney Cancer Programs, Fox Chase Cancer Center, Philadelphia, PA, USA
| | | | - Levy Kopelovich
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA
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28
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Yang J, Sheng S, Yang Q, Li L, Qin S, Yu S, Zhang X. Endocan silencing induces programmed cell death in hepatocarcinoma. Oncol Lett 2017; 14:5333-5339. [PMID: 29113167 PMCID: PMC5661370 DOI: 10.3892/ol.2017.6857] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2015] [Accepted: 04/13/2017] [Indexed: 12/26/2022] Open
Abstract
Hepatocarcinoma is a type of high-grade malignant carcinoma identified worldwide. Its rapid development and late diagnosis prevents effective tumor resection in the majority of patients, and therefore recent studies have targeted metabolic signaling pathways and the tumor microenvironment for potential treatments. To investigate whether endocan may be a gene target for hepatocarcinoma treatment, the present study employed the following measures: MTT and Transwell assays, flow cytometry, western blotting and an mRFP-GFP-LC3 double fluorescence system. Following endocan gene silencing, cell proliferation was significantly inhibited and the number of invasive cells in the endocan siRNA-treated group was reduced compared with the control-siRNA treated-group. Furthermore, the apoptosis rate was 15% and autophagy was detected in the endocan short interfering (si)RNA-treated group compared with the control-siRNA treated-group. Using western blotting to detect NF-κB expression in the nucleus, the NF-κB expression was identified to be significantly reduced in the siRNA-treated group compared with the control groups. Endocan gene silencing inhibited hepatocarcinoma cell viability and invasion, whilst inducing apoptosis and autophagy. The results of the present study suggest that the effect of endocan gene silencing on cell survival was mediated via the NF-κB signaling pathway.
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Affiliation(s)
- Jinghui Yang
- Department of Hepatopancreatobiliary Surgery, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Shihou Sheng
- Department of Colorectal & Anal Surgery, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Qiwei Yang
- Central Laboratory, Second Hospital, Jilin University, Changchun, Jilin 130041, P.R. China
| | - Li Li
- Department of Respiratory Medicine, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Shaoyou Qin
- Department of Digestive Internal Medicine, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Shan Yu
- Department of Neurology, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Xuewen Zhang
- Department of Hepatopancreatobiliary Surgery, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
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29
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Laviv Y, Kasper B, Kasper EM. Vascular hyperpermeability as a hallmark of phacomatoses: is the etiology angiogenesis related to or comparable with mechanisms seen in inflammatory pathways? Part II: angiogenesis- and inflammation-related molecular pathways, tumor-associated macrophages, and possible therapeutic implications: a comprehensive review. Neurosurg Rev 2017; 41:931-944. [PMID: 28283837 DOI: 10.1007/s10143-017-0837-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Revised: 02/18/2017] [Accepted: 02/21/2017] [Indexed: 11/28/2022]
Abstract
Phacomatoses are a special group of familial hamartomatous syndromes with unique neurocutaneous manifestations as well as characteristic tumors. Neurofibromatosis type 2 (NF2) and tuberous sclerosis complex (TSC) are representatives of this family. A vestibular schwannoma (VS) and subependymal giant cell tumor (SGCT) are two of the most common intracranial tumors associated with these syndromes, related to NF2 and TSC, respectively. These tumors can present with an obstructive hydrocephalus due to their location adjacent to or in the ventricles. Remarkably, both tumors are also known to have a unique association with elevated protein concentrations in the cerebrospinal fluid (CSF), sometimes in association with a non-obstructive (communicating) hydrocephalus. Of the two, SGCT has been shown to be associated with a predisposition to CSF clotting, causing a debilitating recurrent shunt obstruction. However, the exact relationship between high protein levels and clotting of CSF remains unclear, nor do we understand the precise mechanism of CSF clotting observed in SGCT. Elevated protein levels in the CSF are thought to be caused by increased vascular permeability and dysregulation of the blood-brain barrier. The two presumed underlying pathophysiological processes for that in the context of tumorigenesis are angiogenesis and inflammation. Both these processes are correlated to the phosphatidylinositol-3-kinase/Akt/mammalian target of rapamycin pathway which is tumorigenesis related in many neoplasms and nearly all phacomatoses. In this review, we discuss the influence of angiogenesis and inflammation pathways on vascular permeability in VSs and SGCTs at the phenotypic level as well as their possible genetic and molecular determinants. Part I described the historical perspectives and clinical aspects of the relationship between vascular permeability, abnormal CSF protein levels, clotting of the CSF, and communicating hydrocephalus. Part II hereafter describes the different cellular and molecular pathways involved in angiogenesis and inflammation observed in both tumors and explores the existing metabolic overlap between inflammation and coagulation. Interestingly, while increased angiogenesis can be observed in both tumors, inflammatory processes seem significantly more prominent in SGCT. Both SGCT and VS are characterized by different subgroups of tumor-associated macrophages (TAMs): the pro-inflammatory M1 type is predominating in SGCTs, while the pro-angiogenetic M2 type is predominating in VSs. We suggest that a lack of NF2 protein in VS and a lack of TSC1/TSC2 proteins in SGCT significantly influence this fundamental difference between the two tumor types by changing the dominant TAM type. Since inflammatory reactions and coagulation processes are tightly connected, the pro-inflammatory state of SGCT may also explain the associated tendency for CSF clotting. The underlying cellular and molecular differences observed can potentially serve as an access point for direct therapeutic interventions for tumors that are specific to certain phacomatoses or others that also carry such genetic changes.
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Affiliation(s)
- Yosef Laviv
- Department of Surgery, Division of Neurosurgery, Beth Israel Deaconess Medical Center, Harvard Medical School, West Campus, Lowry Medical Office Building, Suite 3B, 110 Francis St, Boston, MA, 02215, USA.
| | - Burkhard Kasper
- Department of Neurology/Epilepsy Centre, University of Erlangen, Erlangen, Germany
| | - Ekkehard M Kasper
- Department of Surgery, Division of Neurosurgery, Beth Israel Deaconess Medical Center, Harvard Medical School, West Campus, Lowry Medical Office Building, Suite 3B, 110 Francis St, Boston, MA, 02215, USA
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30
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Dieu-Nosjean MC, Giraldo NA, Kaplon H, Germain C, Fridman WH, Sautès-Fridman C. Tertiary lymphoid structures, drivers of the anti-tumor responses in human cancers. Immunol Rev 2016; 271:260-75. [PMID: 27088920 DOI: 10.1111/imr.12405] [Citation(s) in RCA: 243] [Impact Index Per Article: 30.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The characterization of the microenvironment of human tumors led to the description of tertiary lymphoid structures (TLS) characterized by mature dendritic cells in a T-cell zone adjacent to B-cell follicle including a germinal center. TLS represent sites of lymphoid neogenesis that develop in most solid cancers. Analysis of the current literature shows that the TLS presence is associated with a favorable clinical outcome for cancer patients, regardless of the approach used to quantify TLS and the stage of the disease. Using several approaches that combine immunohistochemistry, gene expression assays, and flow cytometry on large series of lung tumors, our work demonstrated that TLS are important sites for the initiation and/or maintenance of the local and systemic T- and B-cell responses against tumors. Surrounded by high endothelial venules, they represent a privileged area for the recruitment of lymphocytes into tumors and generation of central-memory T and B cells that circulate and limit cancer progression. TLS can be considered as a novel biomarker to stratify the overall survival risk of untreated cancer patients and as a marker of efficient immunotherapies. The induction and manipulation of cancer-associated TLS using drug agonists and/or biotherapies should open new avenues to treat cancer patients.
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Affiliation(s)
- Marie-Caroline Dieu-Nosjean
- INSERM, UMR_S 1138, Cordeliers Research Center, Team 13 Cancer, Immune Control and Escape, Paris, France.,Sorbonne Paris Cité, UMR_S 1138, Cordeliers Research Center, University Paris Descartes, Paris, France.,Sorbonne Universités, UMR_S 1138, Cordeliers Research Center, UPMC University Paris 06, Paris, France
| | - Nicolas A Giraldo
- INSERM, UMR_S 1138, Cordeliers Research Center, Team 13 Cancer, Immune Control and Escape, Paris, France.,Sorbonne Paris Cité, UMR_S 1138, Cordeliers Research Center, University Paris Descartes, Paris, France.,Sorbonne Universités, UMR_S 1138, Cordeliers Research Center, UPMC University Paris 06, Paris, France
| | - Hélène Kaplon
- INSERM, UMR_S 1138, Cordeliers Research Center, Team 13 Cancer, Immune Control and Escape, Paris, France.,Sorbonne Paris Cité, UMR_S 1138, Cordeliers Research Center, University Paris Descartes, Paris, France.,Sorbonne Universités, UMR_S 1138, Cordeliers Research Center, UPMC University Paris 06, Paris, France
| | - Claire Germain
- INSERM, UMR_S 1138, Cordeliers Research Center, Team 13 Cancer, Immune Control and Escape, Paris, France.,Sorbonne Paris Cité, UMR_S 1138, Cordeliers Research Center, University Paris Descartes, Paris, France.,Sorbonne Universités, UMR_S 1138, Cordeliers Research Center, UPMC University Paris 06, Paris, France
| | - Wolf Herman Fridman
- INSERM, UMR_S 1138, Cordeliers Research Center, Team 13 Cancer, Immune Control and Escape, Paris, France.,Sorbonne Paris Cité, UMR_S 1138, Cordeliers Research Center, University Paris Descartes, Paris, France.,Sorbonne Universités, UMR_S 1138, Cordeliers Research Center, UPMC University Paris 06, Paris, France
| | - Catherine Sautès-Fridman
- INSERM, UMR_S 1138, Cordeliers Research Center, Team 13 Cancer, Immune Control and Escape, Paris, France.,Sorbonne Paris Cité, UMR_S 1138, Cordeliers Research Center, University Paris Descartes, Paris, France.,Sorbonne Universités, UMR_S 1138, Cordeliers Research Center, UPMC University Paris 06, Paris, France
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31
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Ghatalia P, Yang ES, Lasseigne BN, Ramaker RC, Cooper SJ, Chen D, Sudarshan S, Wei S, Guru AS, Zhao A, Cooper T, Della Manna DL, Naik G, Myers RM, Sonpavde G. Kinase Gene Expression Profiling of Metastatic Clear Cell Renal Cell Carcinoma Tissue Identifies Potential New Therapeutic Targets. PLoS One 2016; 11:e0160924. [PMID: 27574806 PMCID: PMC5004806 DOI: 10.1371/journal.pone.0160924] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2016] [Accepted: 07/27/2016] [Indexed: 01/05/2023] Open
Abstract
Kinases are therapeutically actionable targets. Kinase inhibitors targeting vascular endothelial growth factor receptors (VEGFR) and mammalian target of rapamycin (mTOR) improve outcomes in metastatic clear cell renal cell carcinoma (ccRCC), but are not curative. Metastatic tumor tissue has not been comprehensively studied for kinase gene expression. Paired intra-patient kinase gene expression analysis in primary tumor (T), matched normal kidney (N) and metastatic tumor tissue (M) may assist in identifying drivers of metastasis and prioritizing therapeutic targets. We compared the expression of 519 kinase genes using NanoString in T, N and M in 35 patients to discover genes over-expressed in M compared to T and N tissue. RNA-seq data derived from ccRCC tumors in The Cancer Genome Atlas (TCGA) were used to demonstrate differential expression of genes in primary tumor tissue from patients that had metastasis at baseline (n = 79) compared to those that did not develop metastasis for at least 2 years (n = 187). Functional analysis was conducted to identify key signaling pathways by using Ingenuity Pathway Analysis. Of 10 kinase genes overexpressed in metastases compared to primary tumor in the discovery cohort, 9 genes were also differentially expressed in TCGA primary tumors with metastasis at baseline compared to primary tumors without metastasis for at least 2 years: EPHB2, AURKA, GSG2, IKBKE, MELK, CSK, CHEK2, CDC7 and MAP3K8; p<0.001). The top pathways overexpressed in M tissue were pyridoxal 5'-phosphate salvage, salvage pathways of pyrimidine ribonucleotides, NF-kB signaling, NGF signaling and cell cycle control of chromosomal replication. The 9 kinase genes validated to be over-expressed in metastatic ccRCC may represent currently unrecognized but potentially actionable therapeutic targets that warrant functional validation.
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Affiliation(s)
- Pooja Ghatalia
- Department of Internal Medicine, University of Alabama at Birmingham (UAB), Birmingham, AL, United States of America
| | - Eddy S. Yang
- Department of Radiation Oncology, UAB, Birmingham, AL, United States of America
| | | | - Ryne C. Ramaker
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, United States of America
- Department of Genetics, UAB, Birmingham, AL, United States of America
| | - Sara J. Cooper
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, United States of America
| | - Dongquan Chen
- UAB Department of Preventive Medicine, Birmingham, AL, United States of America
| | - Sunil Sudarshan
- UAB Department of Urology, Birmingham, AL, United States of America
| | - Shi Wei
- UAB Department of Urologic Pathology, Birmingham, AL, United States of America
| | - Arjun S. Guru
- Department of Radiation Oncology, UAB, Birmingham, AL, United States of America
| | - Amy Zhao
- Department of Radiation Oncology, UAB, Birmingham, AL, United States of America
| | - Tiffiny Cooper
- Department of Radiation Oncology, UAB, Birmingham, AL, United States of America
| | | | - Gurudatta Naik
- UAB Department of Medicine, Section of Hematology-Oncology and the UAB Comprehensive Cancer Center, Birmingham, AL, United States of America
| | - Richard M. Myers
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, United States of America
| | - Guru Sonpavde
- UAB Department of Medicine, Section of Hematology-Oncology and the UAB Comprehensive Cancer Center, Birmingham, AL, United States of America
- * E-mail:
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32
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Rojo F, González-Pérez A, Furriol J, Nicolau MJ, Ferrer J, Burgués O, Sabbaghi M, González-Navarrete I, Cristobal I, Serrano L, Zazo S, Madoz J, Servitja S, Tusquets I, Albanell J, Lluch A, Rovira A, Eroles P. Non-canonical NF-κB pathway activation predicts outcome in borderline oestrogen receptor positive breast carcinoma. Br J Cancer 2016; 115:322-31. [PMID: 27404455 PMCID: PMC4973161 DOI: 10.1038/bjc.2016.204] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2015] [Revised: 05/26/2016] [Accepted: 06/02/2016] [Indexed: 12/17/2022] Open
Abstract
Background: NF-κB signalling appears deregulated in breast tumours. The purpose of this study was to determine whether the non-canonical NF-κB pathway, is activated in oestrogen receptor positive (ER+) breast cancer, to identify any correlation between its activity and the clinico-pathological phenotype and to explore whether NF-κB2 and RelB subunits and/or any of their target genes might be used as a predictive marker. Methods: Two independent cohorts of ER+ early breast cancer patients treated with adjuvant endocrine therapy were included in the study. Activation of RelB and NF-κB2 subunits was determined in a training set of 121 patients by measuring DNA-binding activities in nuclear extracts from fresh frozen specimens by an ELISA-based assay. Samples of 15 ER− breast cancer patients were also included in the study. In a large validation cohort of 207 patients, nuclear immunostaining of RelB and NF-κB2 on formalin-fixed paraffin-embedded specimens was performed. Statistical correlation within clinico-pathological factors, disease-free survival (DFS) and overall survival (OS) was evaluated. Publicly available gene expression and survival data have been interrogated aimed to identify target genes. Results: Activation of NF-κB2 and RelB was found in 53.7 and 49.2% of the 121 ER+ tumours analysed, with similar levels to ER− breast tumours analysed in parallel for comparisons. In the validation cohort, we obtained a similar proportion of cases with activation of NF-κB2 and RelB (59.9 and 32.4%), with a 39.6% of co-activation. Multiplexing immunofluorescence in breast cancer tissue confirmed an inverse spatial distribution of ER with NF-κB2 and RelB nuclear expression in tumour cells. Interestingly, NF-κB2 and RelB mRNA expression was inversely correlated with ER gene (ESR1) levels (P<0.001, both) and its activation was significantly associated with worse DFS (P=0.005 and P=0.035, respectively) in ER+ breast cancer. Moreover, the co-activation of both subunits showed a stronger association with early relapse (P=0.002) and OS (P=0.001). Finally, higher expression of the non-canonical NF-κB target gene myoglobin was associated with a poor outcome in ER+ breast cancer (DFS, P<0.05). Conclusions: The non-canonical NF-κB pathway activation is inversely associated with oestrogen receptor expression in ER+ breast cancer and predicts poor survival in this subgroup. The myoglobin gene expression has been identified as a possible surrogate marker of the non-canonical NF-κB pathway activation in these tumours.
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Affiliation(s)
- Federico Rojo
- Pathology Department, IIS-Fundación Jiménez Díaz, 28040 Madrid, Spain
| | | | - Jessica Furriol
- INCLIVA Biomedical Research Institute, 46010 Valencia, Spain
| | - Ma Jesús Nicolau
- Pathology Department Hospital General Universitario de Castellón, 12004 Castellón, Spain
| | - Jaime Ferrer
- INCLIVA Biomedical Research Institute, 46010 Valencia, Spain
| | - Octavio Burgués
- Pathology Department, Hospital Clinico Universitario, 46010 Valencia, Spain
| | - MohammadA Sabbaghi
- Cancer Research Program, IMIM (Hospital del Mar Research Institute), 08003 Barcelona, Spain.,Medical Oncology Department, Hospital del Mar, 08003 Barcelona, Spain
| | | | - Ion Cristobal
- Pathology Department, IIS-Fundación Jiménez Díaz, 28040 Madrid, Spain
| | - Laia Serrano
- Cancer Research Program, IMIM (Hospital del Mar Research Institute), 08003 Barcelona, Spain
| | - Sandra Zazo
- Pathology Department, IIS-Fundación Jiménez Díaz, 28040 Madrid, Spain
| | - Juan Madoz
- Pathology Department, IIS-Fundación Jiménez Díaz, 28040 Madrid, Spain
| | - Sonia Servitja
- Cancer Research Program, IMIM (Hospital del Mar Research Institute), 08003 Barcelona, Spain.,Medical Oncology Department, Hospital del Mar, 08003 Barcelona, Spain
| | - Ignasi Tusquets
- Cancer Research Program, IMIM (Hospital del Mar Research Institute), 08003 Barcelona, Spain.,Medical Oncology Department, Hospital del Mar, 08003 Barcelona, Spain
| | - Joan Albanell
- Cancer Research Program, IMIM (Hospital del Mar Research Institute), 08003 Barcelona, Spain.,Medical Oncology Department, Hospital del Mar, 08003 Barcelona, Spain.,Universitat Pompeu Fabra, 08002 Barcelona, Spain
| | - Ana Lluch
- INCLIVA Biomedical Research Institute, 46010 Valencia, Spain.,Oncology and Hematology Department, Hospital Clinico Universitario, 46010 Valencia, Spain
| | - Ana Rovira
- Cancer Research Program, IMIM (Hospital del Mar Research Institute), 08003 Barcelona, Spain.,Medical Oncology Department, Hospital del Mar, 08003 Barcelona, Spain
| | - Pilar Eroles
- INCLIVA Biomedical Research Institute, 46010 Valencia, Spain
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33
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Becht E, Giraldo NA, Germain C, de Reyniès A, Laurent-Puig P, Zucman-Rossi J, Dieu-Nosjean MC, Sautès-Fridman C, Fridman WH. Immune Contexture, Immunoscore, and Malignant Cell Molecular Subgroups for Prognostic and Theranostic Classifications of Cancers. Adv Immunol 2016; 130:95-190. [DOI: 10.1016/bs.ai.2015.12.002] [Citation(s) in RCA: 126] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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34
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Vlahopoulos SA, Cen O, Hengen N, Agan J, Moschovi M, Critselis E, Adamaki M, Bacopoulou F, Copland JA, Boldogh I, Karin M, Chrousos GP. Dynamic aberrant NF-κB spurs tumorigenesis: a new model encompassing the microenvironment. Cytokine Growth Factor Rev 2015; 26:389-403. [PMID: 26119834 PMCID: PMC4526340 DOI: 10.1016/j.cytogfr.2015.06.001] [Citation(s) in RCA: 68] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Accepted: 06/15/2015] [Indexed: 12/15/2022]
Abstract
Recently it was discovered that a transient activation of transcription factor NF-κB can give cells properties essential for invasiveness and cancer initiating potential. In contrast, most oncogenes to date were characterized on the basis of mutations or by their constitutive overexpression. Study of NF-κB actually leads to a far more dynamic perspective on cancer: tumors caused by diverse oncogenes apparently evolve into cancer after loss of feedback regulation for NF-κB. This event alters the cellular phenotype and the expression of hormonal mediators, modifying signals between diverse cell types in a tissue. The result is a disruption of stem cell hierarchy in the tissue, and pervasive changes in the microenvironment and immune response to the malignant cells.
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Affiliation(s)
- Spiros A Vlahopoulos
- First Department of Pediatrics, University of Athens, Horemeio Research Laboratory, Athens, Greece.
| | - Osman Cen
- Department of Microbiology and Immunology, Feinberg School of Medicine, Northwestern University, United States
| | - Nina Hengen
- Bernard J. Dunn School of Pharmacy, Shenandoah University, United States
| | - James Agan
- Department of Microbiology and Immunology, Feinberg School of Medicine, Northwestern University, United States
| | - Maria Moschovi
- First Department of Pediatrics, University of Athens, Horemeio Research Laboratory, Athens, Greece
| | - Elena Critselis
- First Department of Pediatrics, University of Athens, Horemeio Research Laboratory, Athens, Greece
| | - Maria Adamaki
- First Department of Pediatrics, University of Athens, Horemeio Research Laboratory, Athens, Greece
| | - Flora Bacopoulou
- First Department of Pediatrics, University of Athens, Horemeio Research Laboratory, Athens, Greece
| | - John A Copland
- Mayo Clinic Comprehensive Cancer Center, Department of Cancer Biology, United States
| | - Istvan Boldogh
- Department of Microbiology and Immunology, School of Medicine, University of Texas Medical Branch at Galveston, United States
| | - Michael Karin
- Department of Pharmacology, University of California, San Diego, United States
| | - George P Chrousos
- First Department of Pediatrics, University of Athens, Horemeio Research Laboratory, Athens, Greece
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35
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Pei X, Li M, Zhan J, Yu Y, Wei X, Guan L, Aydin H, Elson P, Zhou M, He H, Zhang H. Enhanced IMP3 Expression Activates NF-кB Pathway and Promotes Renal Cell Carcinoma Progression. PLoS One 2015; 10:e0124338. [PMID: 25919292 PMCID: PMC4412497 DOI: 10.1371/journal.pone.0124338] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Accepted: 02/27/2015] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Insulin-like growth factor 2 mRNA binding protein 3 (IMP3) is expressed in metastatic and a subset of primary renal cell carcinoma (RCC). However, the role of IMP3 in RCC progression was poorly understood. We aim to uncover the mechanism of IMP3 in regulating clear cell RCC (CCRCC) progression and validate the prognostic significance of IMP3 in localized CCRCC. METHODS Caki-1 cells stably overexpressing IMP3 and Achn cells with knockdown of IMP3 were analyzed for cell migration and invasion by Transwell assay. RNA-seq was used to profile gene expression in IMP3-expressing Caki-1 cells. A cohort of 469 localized CCRCC patients were examined for IMP3 expression by immunohistochemistry using tumor tissue array. RESULTS IMP3 promoted Caki-1 cell migration and invasion, whereas knockdown of IMP3 by RNAi inhibited Achn cell migration and invasion. Enhanced IMP3 expression activated NF-кB pathway and through which, it functioned in promoting the RCC cell migration. IMP3 expression in localized CCRCC was found to be associated with higher nuclear grade, higher T stage, necrosis and sarcomatoid differentiation (p< 0.001). Enhanced IMP3 expression was correlated with shorter recurrence-free and overall survivals. Multivariable analysis validated IMP3 as an independent prognostic factor for localized CCRCC patients. CONCLUSION IMP3 promotes RCC cell migration and invasion by activation of NF-кB pathway. IMP3 is validated to be an independent prognostic marker for localized CCRCC.
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Affiliation(s)
- Xuelian Pei
- Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, and State Key Laboratory of Natural and Biomimetic Drugs, Peking University Health Science Center, Beijing, PR China
- Department of Anatomy, Histology and Embryology, Peking University Health Science Center, Beijing, PR China
- Department of Histology and Embryology and Key Laboratory of Xinjiang Endemic and Ethnic Diseases, Ministry of Education, Shihezi University School of Medicine, Shihezi, Xinjiang, PR China
| | - Muhan Li
- Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, and State Key Laboratory of Natural and Biomimetic Drugs, Peking University Health Science Center, Beijing, PR China
- Department of Pathology, Peking University Health Science Center, Beijing, PR China
| | - Jun Zhan
- Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, and State Key Laboratory of Natural and Biomimetic Drugs, Peking University Health Science Center, Beijing, PR China
- Department of Anatomy, Histology and Embryology, Peking University Health Science Center, Beijing, PR China
| | - Yu Yu
- Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, and State Key Laboratory of Natural and Biomimetic Drugs, Peking University Health Science Center, Beijing, PR China
- Department of Anatomy, Histology and Embryology, Peking University Health Science Center, Beijing, PR China
| | - Xiaofan Wei
- Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, and State Key Laboratory of Natural and Biomimetic Drugs, Peking University Health Science Center, Beijing, PR China
- Department of Anatomy, Histology and Embryology, Peking University Health Science Center, Beijing, PR China
| | - Lizhao Guan
- Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, and State Key Laboratory of Natural and Biomimetic Drugs, Peking University Health Science Center, Beijing, PR China
- Department of Anatomy, Histology and Embryology, Peking University Health Science Center, Beijing, PR China
| | - Hakan Aydin
- Institute of Pathology and Laboratory Medicine, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, Ohio, United States of America
| | - Paul Elson
- Department of Quantitative Health Sciences, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, Ohio, United States of America
| | - Ming Zhou
- Institute of Pathology and Laboratory Medicine, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, Ohio, United States of America
| | - Huiying He
- Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, and State Key Laboratory of Natural and Biomimetic Drugs, Peking University Health Science Center, Beijing, PR China
- Department of Pathology, Peking University Health Science Center, Beijing, PR China
| | - Hongquan Zhang
- Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education, and State Key Laboratory of Natural and Biomimetic Drugs, Peking University Health Science Center, Beijing, PR China
- Department of Anatomy, Histology and Embryology, Peking University Health Science Center, Beijing, PR China
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36
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Ho WJ, Simon MS, Yildiz VO, Shikany JM, Kato I, Beebe-Dimmer JL, Cetnar JP, Bock CH. Antioxidant micronutrients and the risk of renal cell carcinoma in the Women's Health Initiative cohort. Cancer 2014; 121:580-8. [PMID: 25302685 DOI: 10.1002/cncr.29091] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2014] [Revised: 09/04/2014] [Accepted: 09/05/2014] [Indexed: 12/29/2022]
Abstract
BACKGROUND Renal cell carcinoma (RCC) is the eighth leading cancer among women in incidence and commonly is diagnosed at a more advanced stage. Oxidative stress has been considered to play an important role in the pathogenesis of RCC. Various dietary micronutrients have antioxidant properties, including carotenoids and vitamins C and E; thus, diets rich in these nutrients have been evaluated in relation to RCC prevention. The objective of this study was to explore the correlation between antioxidant micronutrients and the risk of RCC. METHODS In total, 96,196 postmenopausal women who enrolled in the Women's Health Initiative (WHI) between 1993 and 1998 and were followed through July 2013 were included in this analysis. Dietary micronutrient intake was estimated from the baseline WHI food frequency questionnaire, and data on supplement use were collected using an interview-based inventory procedure. RCC cases were ascertained from follow-up surveys and were centrally adjudicated. The risks for RCC associated with intake of α-carotene, β-carotene, β-cryptoxanthin, lutein plus zeaxanthin, lycopene, vitamin C, and vitamin E were analyzed using Cox proportional hazards regression adjusted for confounders. RESULTS Two hundred forty women with RCC were identified during follow-up. Lycopene intake was inversely associated with RCC risk (P = .015); compared with the lowest quartile of lycopene intake, the highest quartile of intake was associated with a 39% lower risk of RCC (hazard ratio, 0.61; 95% confidence interval, 0.39-0.97). No other micronutrient was significantly associated with RCC risk. CONCLUSIONS The current results suggest that further investigation into the correlation between lycopene intake and the risk of RCC is warranted.
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Affiliation(s)
- Won Jin Ho
- Department of Medicine, University Hospitals Case Medical Center, Case Western Reserve University, Cleveland, Ohio
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