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Shi Z, Yu J, Shao H, Cheng K, Zhai J, Jiang Q, Li H. Exploring the molecular pathogenesis associated with T-cell prolymphocytic leukemia based on a comprehensive bioinformatics analysis. Oncol Lett 2018; 16:301-307. [PMID: 29928415 PMCID: PMC6006439 DOI: 10.3892/ol.2018.8615] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2016] [Accepted: 02/27/2017] [Indexed: 12/25/2022] Open
Abstract
As a rare hematological malignancy, T-cell prolymphocytic leukemia (T-PLL) has a high mortality rate. However, the comprehensive mechanisms of the underlying pathogenesis of T-PLL are unknown. The purpose of the present study was to investigate the pathogenesis of T-PLL based on a comprehensive bioinformatics analysis. The differentially expressed genes (DEGs) between T-PLL blood cell samples and normal peripheral blood cell samples were investigated using the GSE5788 Affymetrix microarray data from the Gene Expression Omnibus database. To investigate the functional changes associated with tumor progression, Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses were used on the identified DEGs, followed by protein-protein interaction (PPI) and sub-PPI analysis. Transcription factors and tumor-associated genes (TAGs) were investigated further. The results identified 84 upregulated genes and 354 downregulated genes in T-PLL samples when compared with healthy samples. These DEGs featured in various functions including cell death and various pathways including apoptosis. The functional analysis of DEGs revealed 17 dysregulated transcription factors and 37 dysregulated TAGs. Furthermore, the PPI network analysis based on node degree (a network topology attribute) identified 61 genes, including the core downregulated gene of the sub-PPI network, signal transducer and activator of transcription 3 (STAT3; degree, 13) and the core upregulated gene, insulin receptor substrate-1 (IRS1; degree, 5), that may have important associations with the progression of T-PLL. Alterations to cell functions, including cell death, and pathways, including apoptosis, may contribute to the process of T-PLL. Candidate genes identified in the present study, including STAT3 and IRS1, should be targets for additional studies.
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Affiliation(s)
- Zhangzhen Shi
- Department of Hematology and Oncology, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, P.R. China
| | - Jing Yu
- Department of Nephrology, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, P.R. China
| | - Hui Shao
- Department of Hematology and Oncology, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, P.R. China
| | - Kailiang Cheng
- Department of Radiology, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, P.R. China
| | - Jingjie Zhai
- Department of Implantology, Jilin University Stomatology Hospital, Changchun, Jilin 130021, P.R. China
| | - Qi Jiang
- Department of Nephrology, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, P.R. China
| | - Hongjun Li
- Medical Examination Center, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, P.R. China
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Andersson EI, Pützer S, Yadav B, Dufva O, Khan S, He L, Sellner L, Schrader A, Crispatzu G, Oleś M, Zhang H, Adnan-Awad S, Lagström S, Bellanger D, Mpindi JP, Eldfors S, Pemovska T, Pietarinen P, Lauhio A, Tomska K, Cuesta-Mateos C, Faber E, Koschmieder S, Brümmendorf TH, Kytölä S, Savolainen ER, Siitonen T, Ellonen P, Kallioniemi O, Wennerberg K, Ding W, Stern MH, Huber W, Anders S, Tang J, Aittokallio T, Zenz T, Herling M, Mustjoki S. Discovery of novel drug sensitivities in T-PLL by high-throughput ex vivo drug testing and mutation profiling. Leukemia 2017; 32:774-787. [PMID: 28804127 DOI: 10.1038/leu.2017.252] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Revised: 06/30/2017] [Accepted: 07/17/2017] [Indexed: 12/16/2022]
Abstract
T-cell prolymphocytic leukemia (T-PLL) is a rare and aggressive neoplasm of mature T-cells with an urgent need for rationally designed therapies to address its notoriously chemo-refractory behavior. The median survival of T-PLL patients is <2 years and clinical trials are difficult to execute. Here we systematically explored the diversity of drug responses in T-PLL patient samples using an ex vivo drug sensitivity and resistance testing platform and correlated the findings with somatic mutations and gene expression profiles. Intriguingly, all T-PLL samples were sensitive to the cyclin-dependent kinase inhibitor SNS-032, which overcame stromal-cell-mediated protection and elicited robust p53-activation and apoptosis. Across all patients, the most effective classes of compounds were histone deacetylase, phosphoinositide-3 kinase/AKT/mammalian target of rapamycin, heat-shock protein 90 and BH3-family protein inhibitors as well as p53 activators, indicating previously unexplored, novel targeted approaches for treating T-PLL. Although Janus-activated kinase-signal transducer and activator of transcription factor (JAK-STAT) pathway mutations were common in T-PLL (71% of patients), JAK-STAT inhibitor responses were not directly linked to those or other T-PLL-specific lesions. Overall, we found that genetic markers do not readily translate into novel effective therapeutic vulnerabilities. In conclusion, novel classes of compounds with high efficacy in T-PLL were discovered with the comprehensive ex vivo drug screening platform warranting further studies of synergisms and clinical testing.
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Affiliation(s)
- E I Andersson
- Hematology Research Unit Helsinki, Department of Clinical Chemistry and Hematology, University of Helsinki and Helsinki University Hospital Comprehensive Cancer Center, Helsinki, Finland
| | - S Pützer
- Department I of Internal Medicine, Center for Integrated Oncology (CIO) Köln-Bonn, Excellence Cluster for Cellular Stress Response and Aging-Associated Diseases (CECAD), CMMC, Center for Molecular Medicine, University of Cologne, Germany
| | - B Yadav
- Hematology Research Unit Helsinki, Department of Clinical Chemistry and Hematology, University of Helsinki and Helsinki University Hospital Comprehensive Cancer Center, Helsinki, Finland.,Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - O Dufva
- Hematology Research Unit Helsinki, Department of Clinical Chemistry and Hematology, University of Helsinki and Helsinki University Hospital Comprehensive Cancer Center, Helsinki, Finland
| | - S Khan
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - L He
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - L Sellner
- Department of Translational Oncology and Molecular Therapy in Haematology and Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany.,Department of Medicine V, University Hospital Heidelberg, Heidelberg, Germany
| | - A Schrader
- Department I of Internal Medicine, Center for Integrated Oncology (CIO) Köln-Bonn, Excellence Cluster for Cellular Stress Response and Aging-Associated Diseases (CECAD), CMMC, Center for Molecular Medicine, University of Cologne, Germany
| | - G Crispatzu
- Department I of Internal Medicine, Center for Integrated Oncology (CIO) Köln-Bonn, Excellence Cluster for Cellular Stress Response and Aging-Associated Diseases (CECAD), CMMC, Center for Molecular Medicine, University of Cologne, Germany
| | - M Oleś
- Genome Biology Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - H Zhang
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
| | - S Adnan-Awad
- Hematology Research Unit Helsinki, Department of Clinical Chemistry and Hematology, University of Helsinki and Helsinki University Hospital Comprehensive Cancer Center, Helsinki, Finland
| | - S Lagström
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - D Bellanger
- Institut Curie, INSERM U830, PSL Research University, Paris, France
| | - J P Mpindi
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - S Eldfors
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - T Pemovska
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - P Pietarinen
- Hematology Research Unit Helsinki, Department of Clinical Chemistry and Hematology, University of Helsinki and Helsinki University Hospital Comprehensive Cancer Center, Helsinki, Finland
| | - A Lauhio
- Department of Medicine, Division of Infectious Disease, Helsinki University Central Hospital (HUCH), Helsinki, Finland
| | - K Tomska
- Department of Translational Oncology and Molecular Therapy in Haematology and Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany.,Department of Medicine V, University Hospital Heidelberg, Heidelberg, Germany
| | - C Cuesta-Mateos
- Departamento de Immunología, Hospital Universitario de la Princesa, Madrid, Spain
| | - E Faber
- Department of Hemato-oncology, University Hospital Olomouc, Olomouc, Czech Republic
| | - S Koschmieder
- Department of Hematology, Oncology, Hemostaseology and Stem Cell Transplantation, Faculty of Medicine, RWTH Aachen University, Aachen, Germany
| | - T H Brümmendorf
- Department of Hematology, Oncology, Hemostaseology and Stem Cell Transplantation, Faculty of Medicine, RWTH Aachen University, Aachen, Germany
| | - S Kytölä
- Helsinki University Central Hospital (HUCH), Laboratory of Genetics, HUSLAB, Helsinki, Finland
| | - E-R Savolainen
- Nordlab Oulu, Hematology Laboratory, MRC Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - T Siitonen
- Department of Hematology, Oulu University Hospital, MRC Oulu, University of Oulu, Oulu, Finland
| | - P Ellonen
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - O Kallioniemi
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - K Wennerberg
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - W Ding
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
| | - M-H Stern
- Institut Curie, INSERM U830, PSL Research University, Paris, France
| | - W Huber
- Genome Biology Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - S Anders
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - J Tang
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.,Department of Mathematics and Statistics, University of Turku, Turku, Finland
| | - T Aittokallio
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.,Department of Mathematics and Statistics, University of Turku, Turku, Finland
| | - T Zenz
- Department of Translational Oncology and Molecular Therapy in Haematology and Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany.,Department of Medicine V, University Hospital Heidelberg, Heidelberg, Germany
| | - M Herling
- Department I of Internal Medicine, Center for Integrated Oncology (CIO) Köln-Bonn, Excellence Cluster for Cellular Stress Response and Aging-Associated Diseases (CECAD), CMMC, Center for Molecular Medicine, University of Cologne, Germany
| | - S Mustjoki
- Hematology Research Unit Helsinki, Department of Clinical Chemistry and Hematology, University of Helsinki and Helsinki University Hospital Comprehensive Cancer Center, Helsinki, Finland
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Hasanali ZS, Saroya BS, Stuart A, Shimko S, Evans J, Vinod Shah M, Sharma K, Leshchenko VV, Parekh S, Loughran TP, Epner EM. Epigenetic therapy overcomes treatment resistance in T cell prolymphocytic leukemia. Sci Transl Med 2016; 7:293ra102. [PMID: 26109102 DOI: 10.1126/scitranslmed.aaa5079] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
T cell prolymphocytic leukemia (T-PLL) is a rare, mature T cell neoplasm with distinct features and an aggressive clinical course. Early relapse and short overall survival are commonplace. Use of the monoclonal anti-CD52 antibody alemtuzumab has improved the rate of complete remission and duration of response to more than 50% and between 6 and 12 months, respectively. Despite this advance, without an allogeneic transplant, resistant relapse is inevitable. We report seven complete and one partial remission in eight patients receiving alemtuzumab and cladribine with or without a histone deacetylase inhibitor. These data show that administration of epigenetic agents can overcome alemtuzumab resistance. We also report epigenetically induced expression of the surface receptor protein CD30 in T-PLL. Subsequent treatment with the anti-CD30 antibody-drug conjugate brentuximab vedotin overcame organ-specific (skin) resistance to alemtuzumab. Our findings demonstrate activity of combination epigenetic and immunotherapy in the incurable illness T-PLL, particularly in the setting of previous alemtuzumab therapy.
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Affiliation(s)
- Zainul S Hasanali
- Department of Microbiology and Immunology, Pennsylvania State University College of Medicine and Penn State Hershey Cancer Institute, Hershey, PA 17033, USA
| | | | - August Stuart
- Department of Medicine/Hematology-Oncology, Pennsylvania State University College of Medicine and Penn State Hershey Cancer Institute, Hershey, PA 17033, USA
| | - Sara Shimko
- Department of Medicine/Hematology-Oncology, Pennsylvania State University College of Medicine and Penn State Hershey Cancer Institute, Hershey, PA 17033, USA
| | - Juanita Evans
- Department of Anatomic Pathology, Pennsylvania State University College of Medicine, Hershey, PA 17033, USA
| | - Mithun Vinod Shah
- Division of Hematology and Department of Medical Oncology, Mayo Clinic, Rochester, MN 55905, USA
| | - Kamal Sharma
- Shaner Cancer Center Mount Nittany Medical Center/Pennsylvania State University, State College, PA 6803, USA
| | - Violetta V Leshchenko
- Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Samir Parekh
- Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Thomas P Loughran
- Department of Medicine/Hematology-Oncology, UVA Cancer Center, Charlottesville, VA 22903, USA.
| | - Elliot M Epner
- Department of Hematology/Oncology, New Mexico VA Health Care System, Albuquerque, NM 87108, USA.
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