1
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Standing D, Feess E, Kodiyalam S, Kuehn M, Hamel Z, Johnson J, Thomas SM, Anant S. The Role of STATs in Ovarian Cancer: Exploring Their Potential for Therapy. Cancers (Basel) 2023; 15:cancers15092485. [PMID: 37173951 PMCID: PMC10177275 DOI: 10.3390/cancers15092485] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 04/12/2023] [Accepted: 04/24/2023] [Indexed: 05/15/2023] Open
Abstract
Ovarian cancer (OvCa) is a deadly gynecologic malignancy that presents many clinical challenges due to late-stage diagnoses and the development of acquired resistance to standard-of-care treatment protocols. There is an increasing body of evidence suggesting that STATs may play a critical role in OvCa progression, resistance, and disease recurrence, and thus we sought to compile a comprehensive review to summarize the current state of knowledge on the topic. We have examined peer reviewed literature to delineate the role of STATs in both cancer cells and cells within the tumor microenvironment. In addition to summarizing the current knowledge of STAT biology in OvCa, we have also examined the capacity of small molecule inhibitor development to target specific STATs and progress toward clinical applications. From our research, the best studied and targeted factors are STAT3 and STAT5, which has resulted in the development of several inhibitors that are under current evaluation in clinical trials. There remain gaps in understanding the role of STAT1, STAT2, STAT4, and STAT6, due to limited reports in the current literature; as such, further studies to establish their implications in OvCa are necessitated. Moreover, due to the deficiency in our understanding of these STATs, selective inhibitors also remain elusive, and therefore present opportunities for discovery.
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Affiliation(s)
- David Standing
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66103, USA
| | - Emma Feess
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66103, USA
| | - Satvik Kodiyalam
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66103, USA
| | - Michael Kuehn
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66103, USA
| | - Zachary Hamel
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66103, USA
| | - Jaimie Johnson
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66103, USA
| | - Sufi Mary Thomas
- Department of Otolaryngology, University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Shrikant Anant
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66103, USA
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2
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Slonchak A, Wang X, Aguado J, Sng JDJ, Chaggar H, Freney ME, Yan K, Torres FJ, Amarilla AA, Balea R, Setoh YX, Peng N, Watterson D, Wolvetang E, Suhrbier A, Khromykh AA. Zika virus noncoding RNA cooperates with the viral protein NS5 to inhibit STAT1 phosphorylation and facilitate viral pathogenesis. SCIENCE ADVANCES 2022; 8:eadd8095. [PMID: 36449607 PMCID: PMC9710884 DOI: 10.1126/sciadv.add8095] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 10/13/2022] [Indexed: 05/25/2023]
Abstract
All flaviviruses, including Zika virus, produce noncoding subgenomic flaviviral RNA (sfRNA), which plays an important role in viral pathogenesis. However, the exact mechanism of how sfRNA enables viral evasion of antiviral response is not well defined. Here, we show that sfRNA is required for transplacental virus dissemination in pregnant mice and subsequent fetal brain infection. We also show that sfRNA promotes apoptosis of neural progenitor cells in human brain organoids, leading to their disintegration. In infected human placental cells, sfRNA inhibits multiple antiviral pathways and promotes apoptosis, with signal transducer and activator of transcription 1 (STAT1) identified as a key shared factor. We further show that the production of sfRNA leads to reduced phosphorylation and nuclear translocation of STAT1 via a mechanism that involves sfRNA binding to and stabilizing viral protein NS5. Our results suggest the cooperation between viral noncoding RNA and a viral protein as a novel strategy for counteracting antiviral responses.
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Affiliation(s)
- Andrii Slonchak
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
| | - Xiaohui Wang
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
| | - Julio Aguado
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane, QLD, Australia
| | - Julian D. J. Sng
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
| | - Harman Chaggar
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane, QLD, Australia
| | - Morgan E. Freney
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
| | - Kexin Yan
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Francisco J. Torres
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
| | - Alberto A. Amarilla
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
| | - Rickyle Balea
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
| | - Yin Xiang Setoh
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
| | - Nias Peng
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
| | - Daniel Watterson
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
- Australian Infectious Diseases Research Centre, Global Virus Network Center of Excellence, Brisbane, QLD, Australia
| | - Ernst Wolvetang
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane, QLD, Australia
| | - Andreas Suhrbier
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- Australian Infectious Diseases Research Centre, Global Virus Network Center of Excellence, Brisbane, QLD, Australia
| | - Alexander A. Khromykh
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
- Australian Infectious Diseases Research Centre, Global Virus Network Center of Excellence, Brisbane, QLD, Australia
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3
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Alsagaby SA, Iqbal D, Ahmad I, Patel H, Mir SA, Madkhali YA, Oyouni AAA, Hawsawi YM, Alhumaydhi FA, Alshehri B, Alturaiki W, Alanazi B, Mir MA, Al Abdulmonem W. In silico investigations identified Butyl Xanalterate to competently target CK2α (CSNK2A1) for therapy of chronic lymphocytic leukemia. Sci Rep 2022; 12:17648. [PMID: 36271116 PMCID: PMC9587039 DOI: 10.1038/s41598-022-21546-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 09/28/2022] [Indexed: 01/18/2023] Open
Abstract
Chronic lymphocytic leukemia (CLL) is an incurable malignancy of B-cells. In this study, bioinformatics analyses were conducted to identify possible pathogenic roles of CK2α, which is a protein encoded by CSNK2A1, in the progression and aggressiveness of CLL. Furthermore, various computational tools were used to search for a competent inhibitor of CK2α from fungal metabolites that could be proposed for CLL therapy. In CLL patients, high-expression of CSNK2A1 was associated with early need for therapy (n = 130, p < 0.0001) and short overall survival (OS; n = 107, p = 0.005). Consistently, bioinformatics analyses showed CSNK2A1 to associate with/play roles in CLL proliferation and survival-dependent pathways. Furthermore, PPI network analysis identified interaction partners of CK2α (PPI enrichment p value = 1 × 10-16) that associated with early need for therapy (n = 130, p < 0.003) and have been known to heavily impact on the progression of CLL. These findings constructed a rational for targeting CK2α for CLL therapy. Consequently, computational analyses reported 35 fungal metabolites out of 5820 (filtered from 19,967 metabolites) to have lower binding energy (ΔG: - 10.9 to - 11.7 kcal/mol) and better binding affinity (Kd: 9.77 × 107 M-1 to 3.77 × 108 M-1) compared with the native ligand (ΔG: - 10.8, Kd: 8.3 × 107 M--1). Furthermore, molecular dynamics simulation study established that Butyl Xanalterate-CK2α complex continuously remained stable throughout the simulation time (100 ns). Moreover, Butyl Xanalterate interacted with most of the catalytic residues, where complex was stabilized by more than 65% hydrogen bond interactions, and a significant hydrophobic interaction with residue Phe113. Here, high-expression of CSNK2A1 was implicated in the progression and poor prognosis of CLL, making it a potential therapeutic target in the disease. Butyl Xanalterate showed stable and strong interactions with CK2α, thus we propose it as a competitive inhibitor of CK2α for CLL therapy.
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Affiliation(s)
- Suliman A. Alsagaby
- grid.449051.d0000 0004 0441 5633Department of Medical Laboratory Sciences, College of Applied Medical Sciences, Majmaah University, AL-Majmaah, 11952 Kingdom of Saudi Arabia
| | - Danish Iqbal
- grid.449051.d0000 0004 0441 5633Department of Medical Laboratory Sciences, College of Applied Medical Sciences, Majmaah University, AL-Majmaah, 11952 Kingdom of Saudi Arabia
| | - Iqrar Ahmad
- grid.412233.50000 0001 0641 8393Division of Computer Aided Drug Design, Department of Pharmaceutical Chemistry, R. C. Patel Institute of Pharmaceutical Education and Research, Shirpur, Maharashtra 425405 India
| | - Harun Patel
- grid.412233.50000 0001 0641 8393Division of Computer Aided Drug Design, Department of Pharmaceutical Chemistry, R. C. Patel Institute of Pharmaceutical Education and Research, Shirpur, Maharashtra 425405 India
| | - Shabir Ahmad Mir
- grid.449051.d0000 0004 0441 5633Department of Medical Laboratory Sciences, College of Applied Medical Sciences, Majmaah University, AL-Majmaah, 11952 Kingdom of Saudi Arabia
| | - Yahya Awaji Madkhali
- grid.449051.d0000 0004 0441 5633Department of Medical Laboratory Sciences, College of Applied Medical Sciences, Majmaah University, AL-Majmaah, 11952 Kingdom of Saudi Arabia
| | - Atif Abdulwahab A. Oyouni
- grid.440760.10000 0004 0419 5685Department of Biology, Faculty of Sciences, University of Tabuk, Tabuk, Kingdom of Saudi Arabia ,grid.440760.10000 0004 0419 5685Genome and Biotechnology Unit, Faculty of Sciences, University of Tabuk, Tabuk, Kingdom of Saudi Arabia
| | - Yousef M. Hawsawi
- grid.415310.20000 0001 2191 4301Research Center, King Faisal Specialist Hospital and Research Center, P.O. Box 40047, Jeddah, 21499 Kingdom of Saudi Arabia ,grid.411335.10000 0004 1758 7207College of Medicine, Al-Faisal University, P.O. Box 50927, Riyadh, 11533 Kingdom of Saudi Arabia
| | - Fahad A. Alhumaydhi
- grid.412602.30000 0000 9421 8094Department of Medical Laboratories, College of Applied Medical Sciences, Qassim University, Buraydah, Kingdom of Saudi Arabia
| | - Bader Alshehri
- grid.449051.d0000 0004 0441 5633Department of Medical Laboratory Sciences, College of Applied Medical Sciences, Majmaah University, AL-Majmaah, 11952 Kingdom of Saudi Arabia
| | - Wael Alturaiki
- grid.449051.d0000 0004 0441 5633Department of Medical Laboratory Sciences, College of Applied Medical Sciences, Majmaah University, AL-Majmaah, 11952 Kingdom of Saudi Arabia
| | - Bader Alanazi
- grid.415277.20000 0004 0593 1832Biomedical Research Administration, Research Center, King Fahad Medical City, Riyadh, Kingdom of Saudi Arabia ,Prince Mohammed bin Abdulaziz Medical City, AlJouf, Kingdom of Saudi Arabia
| | - Manzoor Ahmad Mir
- grid.412997.00000 0001 2294 5433Department of Bioresources, School of Biological Sciences, University of Kashmir, Srinagar, India
| | - Waleed Al Abdulmonem
- grid.412602.30000 0000 9421 8094Department of Pathology, College of Medicine, Qassim University, Qassim, Kingdom of Saudi Arabia
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4
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Li X, Wang F, Xu X, Zhang J, Xu G. The Dual Role of STAT1 in Ovarian Cancer: Insight Into Molecular Mechanisms and Application Potentials. Front Cell Dev Biol 2021; 9:636595. [PMID: 33834023 PMCID: PMC8021797 DOI: 10.3389/fcell.2021.636595] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 03/01/2021] [Indexed: 01/06/2023] Open
Abstract
The signal transducer and activator of transcription 1 (STAT1) is a transducer protein and acts as a transcription factor but its role in ovarian cancer (OC) is not completely understood. Practically, there are two-faced effects of STAT1 on tumorigenesis in different kinds of cancers. Existing evidence reveals that STAT1 has both tumor-suppressing and tumor-promoting functions involved in angiogenesis, cell proliferation, migration, invasion, apoptosis, drug resistance, stemness, and immune responses mainly through interacting and regulating target genes at multiple levels. The canonical STAT1 signaling pathway shows that STAT1 is phosphorylated and activated by the receptor-activated kinases such as Janus kinase in response to interferon stimulation. The STAT1 signaling can also be crosstalk with other signaling such as transforming growth factor-β signaling involved in cancer cell behavior. OC is often diagnosed at an advanced stage due to symptomless or atypical symptoms and the lack of effective detection at an early stage. Furthermore, patients with OC often develop chemoresistance and recurrence. This review focuses on the multi-faced role of STAT1 and highlights the molecular mechanisms and biological functions of STAT1 in OC.
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Affiliation(s)
- Xin Li
- Research Center for Clinical Medicine, Jinshan Hospital, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Fanchen Wang
- Research Center for Clinical Medicine, Jinshan Hospital, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xiaolin Xu
- Research Center for Clinical Medicine, Jinshan Hospital, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jinguo Zhang
- Research Center for Clinical Medicine, Jinshan Hospital, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Guoxiong Xu
- Research Center for Clinical Medicine, Jinshan Hospital, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
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5
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Dell'Anno I, Martin SA, Barbarino M, Melani A, Silvestri R, Bottaro M, Paolicchi E, Corrado A, Cipollini M, Melaiu O, Giordano A, Luzzi L, Gemignani F, Landi S. Drug-repositioning screening identified fludarabine and risedronic acid as potential therapeutic compounds for malignant pleural mesothelioma. Invest New Drugs 2020; 39:644-657. [PMID: 33300108 PMCID: PMC8068714 DOI: 10.1007/s10637-020-01040-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 11/25/2020] [Indexed: 12/14/2022]
Abstract
Objectives Malignant pleural mesothelioma (MPM) is an occupational disease mainly due to asbestos exposure. Effective therapies for MPM are lacking, making this tumour type a fatal disease. Materials and Methods In order to meet this need and in view of a future "drug repositioning" approach, here we screened five MPM (Mero-14, Mero-25, IST-Mes2, NCI-H28 and MSTO-211H) and one SV40-immortalized mesothelial cell line (MeT-5A) as a non-malignant model, with a library of 1170 FDA-approved drugs. Results Among several potential compounds, we found that fludarabine (F-araA) and, to a lesser extent, risedronic acid (RIS) were cytotoxic in MPM cells, in comparison to the non-malignant Met-5A cells. In particular, F-araA reduced the proliferation and the colony formation ability of the MPM malignant cells, in comparison to the non-malignant control cells, as demonstrated by proliferation and colony formation assays, in addition to measurement of the phospho-ERK/total-ERK ratio. We have shown that the response to F-araA was not dependent upon the expression of DCK and NT5E enzymes, nor upon their functional polymorphisms (rs11544786 and rs2295890, respectively). Conclusion This drug repositioning screening approach has identified that F-araA could be therapeutically active against MPM cells, in addition to other tumour types, by inhibiting STAT1 expression and nucleic acids synthesis. Further experiments are required to fully investigate this.
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Affiliation(s)
- Irene Dell'Anno
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy
| | - Sarah A Martin
- Centre for Cancer Cell and Molecular Biology, Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, UK
| | - Marcella Barbarino
- Department of Medical Biotechnologies, University of Siena, 53100, Siena, Italy.,Sbarro Institute for Cancer Research and Molecular Medicine, Center for Biotechnology, College of Science and Technology, Temple University, Philadelphia, PA, 19122, USA
| | - Alessandra Melani
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy
| | - Roberto Silvestri
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy
| | - Maria Bottaro
- Department of Medical Biotechnologies, University of Siena, 53100, Siena, Italy
| | - Elisa Paolicchi
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy
| | - Alda Corrado
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy
| | - Monica Cipollini
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy
| | - Ombretta Melaiu
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy.,Immuno-Oncology Laboratory, Department of Paediatric Haematology/Oncology and of Cell and Gene Therapy, Ospedale Pediatrico Bambino Gesù, IRCCS, 00165, Rome, Italy
| | - Antonio Giordano
- Department of Medical Biotechnologies, University of Siena, 53100, Siena, Italy.,Sbarro Institute for Cancer Research and Molecular Medicine, Center for Biotechnology, College of Science and Technology, Temple University, Philadelphia, PA, 19122, USA
| | - Luca Luzzi
- Department of Medicine, Surgery and Neurosciences, Siena University Hospital, 53100, Siena, Italy
| | - Federica Gemignani
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy.
| | - Stefano Landi
- Department of Biology, Genetic Unit, University of Pisa, 56126, Pisa, Italy
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6
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Parashar K, Carpino N. A role for the Sts phosphatases in negatively regulating IFNγ-mediated production of nitric oxide in monocytes. IMMUNITY INFLAMMATION AND DISEASE 2020; 8:523-533. [PMID: 32841534 PMCID: PMC7654413 DOI: 10.1002/iid3.336] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 07/01/2020] [Accepted: 07/20/2020] [Indexed: 12/17/2022]
Abstract
Introduction The atypical Sts phosphatases negatively regulate signaling pathways in diverse immune cell types, with two of their molecular targets being the related kinases Syk and Zap‐70. Mice lacking Sts expression (Sts−/−) are resistant to infection by the live vaccine strain (LVS) of Francisella tularensis. Although the mechanisms underlying the enhanced resistance of Sts−/− mice have not been definitively established, Sts−/− bone marrow‐derived monocytes (BMMs) demonstrate greater clearance of intracellular LVS following ex vivo infection, relative to wild type cells. To determine how the Sts proteins regulate monocyte bactericidal properties, we analyzed responses of infected cells. Methods Monocyte bacterial clearance was assayed using ex vivo coculture infections followed by colony‐forming unit analysis of intracellular bacteria. Levels of gene expression were quantified by quantitative reverse‐transcription polymerase chain reaction, levels of Nos2 protein levels were quantified by Western blot analysis, and levels of nitric oxide (NO) were quantified directly using the Griess reagent. We characterized monocyte cytokine production via enzyme‐linked immunosorbent assay. Results We demonstrate that Sts−/− monocyte cultures produce elevated levels of interferon‐γ (IFNγ) after infection, relative to wild type cultures. Sts−/− monocytes also demonstrate heightened responsiveness to IFNγ. Specifically, Sts−/− monocytes produce elevated levels of antimicrobial NO following IFNγ stimulation, and this NO plays an important role in LVS restriction. Additional IFNγ‐stimulated genes, including Ip10 and members of the Gbp gene family, also display heightened upregulation in Sts−/− cells. Both Sts‐1 and Sts‐2 contribute to the regulation of NO production, as evidenced by the responses of monocytes lacking each phosphatase individually. Finally, we demonstrate that the elevated production of IFNγ‐induced NO in Sts−/− monocytes is abrogated following chemical inhibition of Syk kinase. Conclusion Our results indicate a novel role for the Sts enzymes in regulating monocyte antibacterial responses downstream of IFNγ.
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Affiliation(s)
- Kaustubh Parashar
- Department of Microbiology and Immunology, Stony Brook University, Stony Brook, New York
| | - Nicholas Carpino
- Department of Microbiology and Immunology, Stony Brook University, Stony Brook, New York
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7
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Diamantopoulos PT, Sofotasiou M, Georgoussi Z, Giannakopoulou N, Papadopoulou V, Galanopoulos A, Kontandreopoulou E, Zervakis P, Pallaki P, Kalala F, Kyrtsonis MC, Dimitrakopoulou A, Vassilakopoulos T, Angelopoulou M, Spanakis N, Viniou NA. Prognostic significance of signal transducer and activator of transcription 5 and 5b expression in Epstein-Barr virus-positive patients with chronic lymphocytic leukemia. Cancer Med 2016; 5:2240-8. [PMID: 27367207 PMCID: PMC5055175 DOI: 10.1002/cam4.804] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Revised: 04/24/2016] [Accepted: 05/20/2016] [Indexed: 01/16/2023] Open
Abstract
Signal transducer and activator of transcription (STAT) proteins have been intensively studied in hematologic malignancies, and the efficacy of agents against STATs in lymphomas is already under research. We investigated the expression of total STAT5 and STAT5b in peripheral blood samples of patients with chronic lymphocytic leukemia (CLL) in correlation with the presence of Epstein-Barr Virus (EBV) and its major oncoprotein (latent membrane protein 1, LMP1). The EBV load was measured in the peripheral blood by real-time PCR for the BXLF1 gene and the levels of LMP1 by PCR and ELISA. Western blotting was performed for total STAT5 and STAT5b in protein extracts. STAT5b was only expressed in patients (not in healthy subjects) and STAT5 but particularly STAT5b expression was correlated with the presence of the virus (77.3% vs. 51.2%, P = 0.006 for STAT5b) and to the expression of LMP1 (58.3% vs. 21.6%, P = 0.011 for STAT5b). Moreover, the expression of STAT5b and the presence of EBV and LMP1 were strongly negatively correlated with the overall survival of the patients (log-rank test P = 0.011, 0.015, 0.006, respectively). Double positive (for EBV and STAT5b) patients had the lowest overall survival (log-rank test P = 0.013). This is the first report of a survival disadvantage of EBV+ patients with CLL, and the first time that STAT5b expression is correlated with survival. The correlation of STAT5 expression with the presence of the virus, along with our survival correlations defines a subgroup of patients with CLL that may benefit from anti-STAT agents.
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Affiliation(s)
- Panagiotis T Diamantopoulos
- First Department of Internal Medicine, Hematology Unit, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece.
| | - Maria Sofotasiou
- First Department of Internal Medicine, Hematology Unit, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Zafiroula Georgoussi
- Laboratory of Cellular Signaling and Molecular Pharmacology, Institute of Biosciences and Applications, National Centre for Scientific Research "Demokritos", Athens, Greece
| | - Nefeli Giannakopoulou
- First Department of Internal Medicine, Hematology Unit, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Vasiliki Papadopoulou
- First Department of Internal Medicine, Hematology Unit, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | | | - Elina Kontandreopoulou
- First Department of Internal Medicine, Hematology Unit, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Panagiotis Zervakis
- First Department of Internal Medicine, Hematology Unit, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Paschalina Pallaki
- Laboratory of Cellular Signaling and Molecular Pharmacology, Institute of Biosciences and Applications, National Centre for Scientific Research "Demokritos", Athens, Greece
| | - Fani Kalala
- First Department of Internal Medicine, Hematology Unit, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Marie-Christine Kyrtsonis
- First Department of Internal Medicine, Hematology Unit, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Aglaia Dimitrakopoulou
- Department of Immunology and Histocompatibility, Laikon General Hospital, Athens, Greece
| | - Theodoros Vassilakopoulos
- First Department of Internal Medicine, Hematology Unit, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Maria Angelopoulou
- First Department of Internal Medicine, Hematology Unit, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Nikolaos Spanakis
- First Department of Internal Medicine, Hematology Unit, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Nora-Athina Viniou
- First Department of Internal Medicine, Hematology Unit, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
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8
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Cordoba R, Sanchez-Beato M, Herreros B, Domenech E, Garcia-Marco J, Garcia JF, Martinez-Lopez J, Rodriguez A, Garcia-Raso A, Llamas P, Piris MA. Two distinct molecular subtypes of chronic lymphocytic leukemia give new insights on the pathogenesis of the disease and identify novel therapeutic targets. Leuk Lymphoma 2015; 57:134-42. [PMID: 25811675 DOI: 10.3109/10428194.2015.1034706] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Biopsy samples of lymph nodes from 38 patients with CLL were analyzed. We found differential expression in 1092 genes in two different subgroups: 418 overexpressed in one subgroup and 674 in another. Molecular pathways identified in one subgroup appear to be characterized by greater dependence of signaling by cytokines and activation of the NFkB pathway, while in the other seem to depend on cell cycle. Despite having found a differential expression between both subgroups, none of these genes reached FDR < 0.25. We have not found significant association with survival or any prognostic factors. Analysis of the differences between normal lymph node and CLL in 253 genes with difference in the intensity of expression revealed upregulated genes different to BCR: CD40, TCL1, IL-7, and PAX5. Using large-scale molecular analysis, we may obtain information about molecular mechanisms of CLL pathogenesis and may contribute to the identification of new therapeutic targets.
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Affiliation(s)
- Raul Cordoba
- a Lymphoma Unit, Fundacion Jimenez Diaz University Hospital, Health Research Institute IIS-FJD , Madrid , Spain
| | - Margarita Sanchez-Beato
- b Health Research Institute, Hospital Universitario Puerta de Hierro Majadahonda , Madrid , Spain.,c Lymphoma Group, Spanish National Cancer Research Center (CNIO) , Madrid , Spain
| | - Beatriz Herreros
- c Lymphoma Group, Spanish National Cancer Research Center (CNIO) , Madrid , Spain
| | - Elena Domenech
- c Lymphoma Group, Spanish National Cancer Research Center (CNIO) , Madrid , Spain
| | - Jose Garcia-Marco
- b Health Research Institute, Hospital Universitario Puerta de Hierro Majadahonda , Madrid , Spain
| | - Juan-F Garcia
- d Pathology Department, MD Anderson Cancer Center , Madrid , Spain
| | | | - Antonia Rodriguez
- e Hematology Department, Hospital Universitario Doce de Octubre , Madrid , Spain
| | - Aranzazu Garcia-Raso
- a Lymphoma Unit, Fundacion Jimenez Diaz University Hospital, Health Research Institute IIS-FJD , Madrid , Spain
| | - Pilar Llamas
- a Lymphoma Unit, Fundacion Jimenez Diaz University Hospital, Health Research Institute IIS-FJD , Madrid , Spain
| | - Miguel-Angel Piris
- c Lymphoma Group, Spanish National Cancer Research Center (CNIO) , Madrid , Spain.,f Research Institute Marques de Valdecilla (IDIVAL) , Santander , Spain
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9
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The Effects of Fludarabine on Rat Cerebral Ischemia. J Mol Neurosci 2014; 55:289-96. [DOI: 10.1007/s12031-014-0320-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2014] [Accepted: 04/28/2014] [Indexed: 10/25/2022]
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10
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Targeting inflammatory pathways in chronic lymphocytic leukemia. Crit Rev Oncol Hematol 2013; 88:655-66. [PMID: 23941728 DOI: 10.1016/j.critrevonc.2013.07.011] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2013] [Revised: 07/01/2013] [Accepted: 07/18/2013] [Indexed: 11/22/2022] Open
Abstract
Despite recent major advances in leukemia research, the pathobiology of chronic lymphocytic leukemia (CLL) remains poorly understood. Herein we review the role chronic inflammation plays in the initiation and progression of CLL. The robust production of inflammatory cytokines and chemokines accompanied by activation of intra-cellular pro-inflammatory pathways, and the presence of somatic mutations that activate pro-inflammatory signaling pathways, suggest that chronic inflammation plays a pathophysiological role in this disease. Indeed, glucocorticoids and non-steroidal anti-inflammatory possess anti-tumor activity, and glucocorticoids have been broadly used to treat CLL and its complications. Recent clinical trials demonstrated that tyrosine kinase inhibitors, such as ibrutinib and the immune-modulatory agent lenalidomide, induced impressive clinical responses in CLL patients with relapsed or refractory disease. As those pro-inflammatory pathway inhibitors and immune modulating drugs proved to be effective in CLL, other agents with similar activities are currently investigated in clinical trials. New insights into the pathobiology of CLL and the development of novel classes of drugs will undoubtedly provide us with effective tools to treat and perhaps cure CLL.
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11
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Mittal AK, Chaturvedi NK, Rohlfsen RA, Gupta P, Joshi AD, Hegde GV, Bociek RG, Joshi SS. Role of CTLA4 in the proliferation and survival of chronic lymphocytic leukemia. PLoS One 2013; 8:e70352. [PMID: 23936412 PMCID: PMC3731360 DOI: 10.1371/journal.pone.0070352] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2013] [Accepted: 06/17/2013] [Indexed: 11/18/2022] Open
Abstract
Earlier, we reported that CTLA4 expression is inversely correlated with CD38 expression in chronic lymphocytic leukemia (CLL) cells. However, the specific role of CTLA4 in CLL pathogenesis remains unknown. Therefore, to elucidate the possible role of CTLA4 in CLL pathogenesis, CTLA4 was down-regulated in primary CLL cells. We then evaluated proliferation/survival in these cells using MTT, (3)H-thymidine uptake and Annexin-V apoptosis assays. We also measured expression levels of downstream molecules involved in B-cell proliferation/survival signaling including STAT1, NFATC2, c-Fos, c-Myc, and Bcl-2 using microarray, PCR, western blotting analyses, and a stromal cell culture system. CLL cells with CTLA4 down-regulation demonstrated a significant increase in proliferation and survival along with an increased expression of STAT1, STAT1 phosphorylation, NFATC2, c-Fos phosphorylation, c-Myc, Ki-67 and Bcl-2 molecules. In addition, compared to controls, the CTLA4-downregulated CLL cells showed a decreased frequency of apoptosis, which also correlated with increased expression of Bcl-2. Interestingly, CLL cells from lymph node and CLL cells co-cultured on stroma expressed lower levels of CTLA4 and higher levels of c-Fos, c-Myc, and Bcl-2 compared to CLL control cells. These results indicate that microenvironment-controlled-CTLA4 expression mediates proliferation/survival of CLL cells by regulating the expression/activation of STAT1, NFATC2, c-Fos, c-Myc, and/or Bcl-2.
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MESH Headings
- ADP-ribosyl Cyclase 1/metabolism
- Apoptosis
- B-Lymphocytes/pathology
- CTLA-4 Antigen/deficiency
- CTLA-4 Antigen/genetics
- CTLA-4 Antigen/metabolism
- Cell Proliferation
- Cell Survival
- Down-Regulation/genetics
- Gene Silencing
- Humans
- Leukemia, Lymphocytic, Chronic, B-Cell/diagnosis
- Leukemia, Lymphocytic, Chronic, B-Cell/metabolism
- Leukemia, Lymphocytic, Chronic, B-Cell/pathology
- Prognosis
- RNA, Small Interfering/genetics
- Tumor Microenvironment
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Affiliation(s)
- Amit K. Mittal
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
| | - Nagendra K. Chaturvedi
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
| | - Rae A. Rohlfsen
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
| | - Payal Gupta
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
| | - Avadhut D. Joshi
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
| | - Ganapati V. Hegde
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
| | - R. Gregory Bociek
- Internal Medicine, Section of Oncology/Hematology, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
| | - Shantaram S. Joshi
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
- * E-mail:
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12
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Mo ZC, Xiao J, Liu XH, Hu YW, Li XX, Yi GH, Wang Z, Tang YL, Liao DF, Tang CK. AOPPs Inhibits Cholesterol Efflux by Down-regulating ABCA1 Expression in a JAK/STAT Signaling Pathway-Dependent Manner. J Atheroscler Thromb 2011; 18:796-807. [DOI: 10.5551/jat.6569] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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13
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Uckun FM, Dibirdik I. Chemoprevention of Colorectal Cancer by Targeting Janus Kinase 3 With a Rationally Designed Small Molecule Inhibitor. Nutr Cancer 2010; 62:968-72. [DOI: 10.1080/01635581.2010.513471] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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14
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Poulain S, Merchez M, Daudignon A, Simon M, Duthilleul P, Morel P. JAK2 V617F mutation is absent in chronic lymphocytic leukemia. Leuk Lymphoma 2009; 47:2657-8. [PMID: 17169814 DOI: 10.1080/10428190600925772] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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15
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Buchner M, Fuchs S, Prinz G, Pfeifer D, Bartholomé K, Burger M, Chevalier N, Vallat L, Timmer J, Gribben JG, Jumaa H, Veelken H, Dierks C, Zirlik K. Spleen tyrosine kinase is overexpressed and represents a potential therapeutic target in chronic lymphocytic leukemia. Cancer Res 2009; 69:5424-32. [PMID: 19549911 DOI: 10.1158/0008-5472.can-08-4252] [Citation(s) in RCA: 143] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
B-cell receptor signaling contributes to apoptosis resistance in chronic lymphocytic leukemia (CLL), limiting the efficacy of current therapeutic approaches. In this study, we investigated the expression of spleen tyrosine kinase (SYK), a key component of the B-cell receptor signaling pathway, in CLL and its role in apoptosis. Gene expression profiling identified enhanced expression of SYK and downstream pathways in CLL compared with healthy B cells. Immunoblotting showed increased expression and phosphorylation of SYK, PLCgamma(2), signal transducers and activators of transcription 3, and extracellular signal regulated kinase 1/2 in CLL compared with healthy B cells, suggesting enhanced activation of these mediators in CLL. SYK inhibitors reduced phosphorylation of SYK downstream targets and induced apoptosis in primary CLL cells. With respect to prognostic factors, SYK inhibitors exerted stronger cytotoxic effects in unmutated and ZAP70(+) cases. Cytotoxic effects of SYK inhibitors also associated with SYK protein expression, potentially predicting response to therapy. Combination of fludarabine with SYK Inhibitor II or R406 increased cytotoxicity compared with fludarabine therapy alone. We observed no stroma-contact-mediated drug resistance for SYK inhibitors as described for fludarabine treatment. CD40 ligation further enhanced efficacy of SYK inhibition. Our data provide mechanistic insight into the recently observed therapeutic effects of the SYK inhibitor R406 in CLL. Combination of SYK inhibitors with fludarabine might be a novel treatment option particularly for CLL patients with poor prognosis and should be further evaluated in clinical trials.
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Affiliation(s)
- Maike Buchner
- University Medical Center Freiburg, Department of Hematology and Oncology, Germany
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16
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Hao XR, Cao DL, Hu YW, Li XX, Liu XH, Xiao J, Liao DF, Xiang J, Tang CK. IFN-γ down-regulates ABCA1 expression by inhibiting LXRα in a JAK/STAT signaling pathway-dependent manner. Atherosclerosis 2009; 203:417-28. [DOI: 10.1016/j.atherosclerosis.2008.07.029] [Citation(s) in RCA: 66] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2008] [Revised: 07/08/2008] [Accepted: 07/24/2008] [Indexed: 12/30/2022]
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17
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Hui Z, Tretiakova M, Zhang Z, Li Y, Wang X, Zhu JX, Gao Y, Mai W, Furge K, Qian CN, Amato R, Butler EB, Teh BT, Teh BS. Radiosensitization by Inhibiting STAT1 in Renal Cell Carcinoma. Int J Radiat Oncol Biol Phys 2009; 73:288-95. [DOI: 10.1016/j.ijrobp.2008.08.043] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2007] [Revised: 08/26/2008] [Accepted: 08/28/2008] [Indexed: 12/01/2022]
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18
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Fryknäs M, Dhar S, Oberg F, Rickardson L, Rydåker M, Göransson H, Gustafsson M, Pettersson U, Nygren P, Larsson R, Isaksson A. STAT1 signaling is associated with acquired crossresistance to doxorubicin and radiation in myeloma cell lines. Int J Cancer 2007; 120:189-95. [PMID: 17072862 DOI: 10.1002/ijc.22291] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The myeloma cell line RPMI 8226/S and its doxorubicin resistant subline 8226/Dox40 were used as models to explore the potential importance of the STAT1 signaling pathway in drug and radiation resistance. The 40-fold doxorubicin resistant subline 8226/Dox40 was found to be crossresistant to single doses of 4 and 8 Gy of radiation. A genome-wide mRNA expression study comparing the 8226/Dox40 cell line to its parental line was performed to identify the underlying molecular mechanisms. Seventeen of the top 50 overexpressed genes have previously been implicated in the STAT1 signaling pathway. STAT1 was over expressed both at the mRNA and protein level. Moreover, analyses of nuclear extracts showed higher abundance of phosphorylated STAT1 (Tyr 701) in the resistant subline. Preexposure of the crossresistant cells to the STAT1 inhibiting drug fludarabine reduced expression of overexpressed genes and enhanced the effects of both doxorubicin and radiation. These results show that resistance to doxorubicin and radiation is associated with increased STAT1 signaling and can be modulated by fludarabine. The data support further development of therapies combining fludarabine and radiation.
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Affiliation(s)
- Mårten Fryknäs
- Department of Genetics and Pathology, Uppsala University, Sweden
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19
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Sareila O, Korhonen R, Kärpänniemi O, Nieminen R, Kankaanranta H, Moilanen E. JAK inhibitors AG-490 and WHI-P154 decrease IFN-gamma-induced iNOS expression and NO production in macrophages. Mediators Inflamm 2007; 2006:16161. [PMID: 16883061 PMCID: PMC1592588 DOI: 10.1155/mi/2006/16161] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
In inflammation, inducible nitric oxide synthase (iNOS) produces
nitric oxide (NO), which modulates inflammatory processes.
We investigated the effects of Janus kinase (JAK) inhibitors,
AG-490 and WHI-P154, on iNOS expression and NO production in J774
murine macrophages stimulated with interferon-γ
(IFN-γ). JAK inhibitors AG-490 and WHI-P154 decreased
IFN-γ-induced nuclear levels of signal transducer and
activator of transcription 1α
(STAT1α). JAK
inhibitors AG-490 and WHI-P154 decreased also iNOS protein and
mRNA expression and NO production in a concentration-dependent
manner. Neither of the JAK inhibitors affected the decay of iNOS
mRNA when determined by actinomycin D assay. Our results suggest
that the inhibition of JAK-STAT1-pathway by AG-490 or WHI-P154
leads to the attenuation of iNOS expression and NO
production in IFN-γ-stimulated macrophages.
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Affiliation(s)
- Outi Sareila
- The Immunopharmacology Research Group, Medical
School, University of Tampere and Research Unit, Tampere
University Hospital, 33014 Tampere, Finland
- *Outi Sareila:
| | - Riku Korhonen
- The Immunopharmacology Research Group, Medical
School, University of Tampere and Research Unit, Tampere
University Hospital, 33014 Tampere, Finland
| | - Outi Kärpänniemi
- The Immunopharmacology Research Group, Medical
School, University of Tampere and Research Unit, Tampere
University Hospital, 33014 Tampere, Finland
| | - Riina Nieminen
- The Immunopharmacology Research Group, Medical
School, University of Tampere and Research Unit, Tampere
University Hospital, 33014 Tampere, Finland
| | - Hannu Kankaanranta
- The Immunopharmacology Research Group, Medical
School, University of Tampere and Research Unit, Tampere
University Hospital, 33014 Tampere, Finland
| | - Eeva Moilanen
- The Immunopharmacology Research Group, Medical
School, University of Tampere and Research Unit, Tampere
University Hospital, 33014 Tampere, Finland
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20
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Szegedi I, Kiss C, Karászi E, Vámosi G, Szöllôsi J, Kovács P, Benkô I. Differential regulation of umbilical cord blood and leukemic B cells by interferon-alpha (IFN-alpha): observations in cultured cells. Pathol Oncol Res 2006; 12:159-63. [PMID: 16998596 DOI: 10.1007/bf02893363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2006] [Accepted: 08/15/2006] [Indexed: 10/21/2022]
Abstract
The exact mechanism of the beneficial therapeutic action of interferon-a (IFN-alpha) in B-cell-lineage malignancies has not been adequately explained. Here we report on the differential effect of IFN-alpha2b on non-malignant B cells of umbilical cord blood and leukemic B-cell lines JY, BL-41 and BCBL-1. Leukemic cell proliferation was characterized by colony assay, whereas apoptosis was investigated by flow cytometry of propidium iodide-stained cells. The degree of differentiation was evaluated by measuring the expression level of Fcgamma receptor-II (FcgammaRII) labeled with anti-CD32-FITC monoclonal antibody using flow cytometry. IFN-alpha protected umbilical cord blood CD19-positive B lymphocytes from apoptotic cell death in vitro. IFN-alpha significantly decreased colony formation of all three cell lines, and in contrast to normal cells, induced apoptosis in JY and BL-41 and excessive necrosis in HHV-8 infected BCBL-1 cells. FcgammaRII was upregulated both in normal and in leukemic B cells as indicated by an increase both in the proportion of CD32-positive cells and the mean fluorescence intensity. From our results it seems that antiproliferative, apoptotic and differentiative effects of IFN-alpha are interrelated but distinct cellular events, which are differentially regulated in normal, leukemic and virus-infected cells of the B-cell lineage.
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Affiliation(s)
- István Szegedi
- Department of Pediatrics, Medical and Health Science Center, University of Debrecen, Debrecen, Hungary
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21
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Rickardson L, Fryknäs M, Dhar S, Lövborg H, Gullbo J, Rydåker M, Nygren P, Gustafsson MG, Larsson R, Isaksson A. Identification of molecular mechanisms for cellular drug resistance by combining drug activity and gene expression profiles. Br J Cancer 2005; 93:483-92. [PMID: 16012520 PMCID: PMC2361589 DOI: 10.1038/sj.bjc.6602699] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Acquired drug resistance is a major problem in cancer treatment. To explore the genes involved in chemosensitivity and resistance, 10 human tumour cell lines, including parental cells and resistant subtypes selected for resistance against doxorubicin, melphalan, teniposide and vincristine, were profiled for mRNA expression of 7400 genes using cDNA microarray technology. The drug activity of 66 cancer agents was evaluated on the cell lines, and correlations between drug activity and gene expression were calculated and ranked. Hierarchical clustering of drugs based on their drug–gene correlations yielded clusters of drugs with similar mechanism of action. Genes correlated with drug sensitivity and resistance were imported into the PathwayAssist software to identify putative molecular pathways involved. A substantial number of both proapoptotic and antiapoptotic genes such as signal transducer and activator of transcription 1, mitogen-activated protein kinase 1 and focal adhesion kinase were found to be associated to drug resistance, whereas genes linked to cell cycle control and proliferation, such as cell division cycle 25A and signal transducer of activator of transcription 5A, were associated to general drug sensitivity. The results indicate that combined information from drug activity and gene expression in a resistance-based cell line panel may provide new knowledge of the genes involved in anticancer drug resistance and become a useful tool in drug development.
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Affiliation(s)
- L Rickardson
- Department of Medical Sciences, Division of Clinical Pharmacology, Uppsala University Hospital, S-751 85 Uppsala, Sweden
| | - M Fryknäs
- Department of Genetics and Pathology, Uppsala University, S-751 85 Uppsala, Sweden
| | - S Dhar
- Department of Medical Sciences, Division of Clinical Pharmacology, Uppsala University Hospital, S-751 85 Uppsala, Sweden
| | - H Lövborg
- Department of Medical Sciences, Division of Clinical Pharmacology, Uppsala University Hospital, S-751 85 Uppsala, Sweden
| | - J Gullbo
- Department of Medical Sciences, Division of Clinical Pharmacology, Uppsala University Hospital, S-751 85 Uppsala, Sweden
| | - M Rydåker
- Department of Genetics and Pathology, Uppsala University, S-751 85 Uppsala, Sweden
| | - P Nygren
- Department of Oncology, Radiology and Clinical Immunology, Uppsala University, S-751 85 Uppsala, Sweden
| | - M G Gustafsson
- Department of Genetics and Pathology, Uppsala University, S-751 85 Uppsala, Sweden
- Department of Engineering Sciences, Uppsala University, S-751 85 Uppsala, Sweden
| | - R Larsson
- Department of Medical Sciences, Division of Clinical Pharmacology, Uppsala University Hospital, S-751 85 Uppsala, Sweden
- Department of Medical Sciences, Division of Clinical Pharmacology, Uppsala University Hospital, S-751 85 Uppsala, Sweden. E-mail:
| | - A Isaksson
- Department of Genetics and Pathology, Uppsala University, S-751 85 Uppsala, Sweden
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