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Jiang TT, Cao S, Kruglov O, Virmani A, Geskin LJ, Falo LD, Akilov OE. Deciphering Tumor Cell Evolution in Cutaneous T-Cell Lymphomas: Distinct Differentiation Trajectories in Mycosis Fungoides and Sézary Syndrome. J Invest Dermatol 2024; 144:1088-1098. [PMID: 38036289 PMCID: PMC11034798 DOI: 10.1016/j.jid.2023.10.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 10/08/2023] [Accepted: 10/25/2023] [Indexed: 12/02/2023]
Abstract
Cutaneous T-cell lymphomas are a heterogeneous group of neoplasms originating in the skin, with mycosis fungoides (MF) and Sézary syndrome (SS) representing the most common variants. The cellular origin of cutaneous lymphomas has remained controversial owing to their immense phenotypic heterogeneity that obfuscates lineage reconstruction on the basis of classical surface biomarkers. To overcome this heterogeneity and reconstruct the differentiation trajectory of malignant cells in MF and SS, TCR sequencing was performed in parallel with targeted transcriptomics at the single-cell resolution among cutaneous samples in MF and SS. Unsupervised lineage reconstruction showed that Sézary cells exist as a population of CD4+ T cells distinct from those in patch, plaque, and tumor MF. Further investigation of malignant cell heterogeneity in SS showed that Sézary cells phenotypically comprised at least 3 subsets on the basis of differential proliferation potentials and expression of exhaustion markers. A T helper 1-polarized cell type, intermediate cell type, and exhausted T helper 2-polarized cell type were identified, with T helper 1- and T helper 2-polarized cells displaying divergent proliferation potentials. Collectively, these findings provide evidence to clarify the relationship between MF and SS and reveal cell subsets in SS that suggest a possible mechanism for therapeutic resistance.
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Affiliation(s)
- Tony T Jiang
- Department of Dermatology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Simon Cao
- Department of Dermatology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Oleg Kruglov
- Department of Dermatology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Aman Virmani
- School of Art and Science, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Larisa J Geskin
- Department of Dermatology, Columbia University, New York, New York, USA
| | - Louis D Falo
- Department of Dermatology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Oleg E Akilov
- Department of Dermatology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
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Tomacinschii V, Mosquera Orgueira A, Santos CA, Robu M, Buruiana S, Fraga Rodriguez MF. The implication of next-generation sequencing in the diagnosis and clinical management of non-Hodgkin lymphomas. Front Oncol 2023; 13:1275327. [PMID: 38023160 PMCID: PMC10663367 DOI: 10.3389/fonc.2023.1275327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 10/27/2023] [Indexed: 12/01/2023] Open
Abstract
Next generation sequencing (NGS) is a technology that broadens the horizon of knowledge of several somatic pathologies, especially in oncological and oncohematological pathology. In the case of NHL, the understanding of the mechanisms of tumorigenesis, tumor proliferation and the identification of genetic markers specific to different lymphoma subtypes led to more accurate classification and diagnosis. Similarly, the data obtained through NGS allowed the identification of recurrent somatic mutations that can serve as therapeutic targets that can be inhibited and thus reducing the rate of resistant cases. The article's purpose is to offer a comprehensive overview of the best ways of integrating of next-generation sequencing technologies for diagnosis, prognosis, classification, and selection of optimal therapy from the perspective of tailor-made medicine.
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Affiliation(s)
- Victor Tomacinschii
- Department of Hematology, Nicolae Testemitanu State University of Medicine and Pharmacy, Chisinau, Moldova
- Department of Hematology, Public Medical Sanitary Institution (PMSI) Institute of Oncology, Chisinau, Moldova
| | - Adrian Mosquera Orgueira
- University Hospital of Santiago de Compostela, Servizo Galego de Saude (SERGAS), Santiago de Compostela, Spain
- Health Research Institute of Santiago de Compostela, Santiago de Compostela, Spain
| | - Carlos Aliste Santos
- University Hospital of Santiago de Compostela, Servizo Galego de Saude (SERGAS), Santiago de Compostela, Spain
| | - Maria Robu
- Department of Hematology, Nicolae Testemitanu State University of Medicine and Pharmacy, Chisinau, Moldova
| | - Sanda Buruiana
- Department of Hematology, Nicolae Testemitanu State University of Medicine and Pharmacy, Chisinau, Moldova
| | - Maximo Francisco Fraga Rodriguez
- University Hospital of Santiago de Compostela, Servizo Galego de Saude (SERGAS), Santiago de Compostela, Spain
- Health Research Institute of Santiago de Compostela, Santiago de Compostela, Spain
- Department of Forensic Sciences, Pathology, Ginecology and Obstetrics and Pediatrics, Faculty of Medicine, University of Santiago de Compostela, Santiago de Compostela, Spain
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3
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Improved Sézary cell detection and novel insights into immunophenotypic and molecular heterogeneity in Sézary syndrome. Blood 2021; 138:2539-2554. [PMID: 34314480 DOI: 10.1182/blood.2021012286] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 07/14/2021] [Indexed: 11/20/2022] Open
Abstract
Sézary syndrome (SS) is an aggressive leukemic form of Cutaneous T-cell Lymphoma with neoplastic CD4+ T cells present in skin, lymph nodes, and blood. Despite advances in therapy, prognosis remains poor with a 5-year overall survival of 30%. The immunophenotype of Sézary cells is diverse, which hampers efficient diagnosis, sensitive disease monitoring, and accurate assessment of treatment response. Comprehensive immunophenotypic profiling of Sézary cells with an in-depth analysis of maturation and functional subsets has not been performed thus far. We immunophenotypically profiled 24 SS patients employing standardized and sensitive EuroFlow-based multiparameter flow cytometry (MFC). We accurately identified and quantified Sézary cells in blood and performed an in-depth assessment of their phenotypic characteristics in comparison with their normal counterparts in the blood CD4+ T-cell compartment. We observed inter-and intra-patient heterogeneity and phenotypic changes over time. Sézary cells exhibited phenotypes corresponding with classical and non-classical T helper subsets with different maturation phenotypes. We combined MFC analyses with FACS cell sorting and performed RNA-sequencing studies on purified subsets of malignant Sézary cells and normal CD4+ T cells of the same patients. We confirmed pure mono-clonality in Sézary subsets, we compared transcriptomes of phenotypically distinct Sézary subsets and identified novel down-regulated genes, most remarkable THEMIS and LAIR1 which discriminate Sézary cells from normal residual CD4+ T cells. Together, these findings further unravel the heterogeneity of Sézary cell subpopulations within and between patients. These new data will support improved blood staging and more accurate disease monitoring.
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Zhang P, Zhang M. Epigenetics in the Pathogenesis and Treatment of Cutaneous T-Cell Lymphoma. Front Oncol 2021; 11:663961. [PMID: 34249700 PMCID: PMC8263908 DOI: 10.3389/fonc.2021.663961] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Accepted: 05/12/2021] [Indexed: 12/13/2022] Open
Abstract
Cutaneous T-cell lymphomas (CTCLs) comprise a group of heterogeneous diseases involving malignant T cells. The pathogenesis and etiology of CTCL are still unclear, although a large number of genetic and epidemiological studies on CTCL have been conducted. Most CTCLs have an indolent course, making early diagnosis difficult. Once large-cell transformation occurs, CTCL progresses to more aggressive types, resulting in an overall survival of less than five years. Epigenetic drugs, which have shown certain curative effects, have been selected as third-line drugs in patients with relapsing and refractory CTCL. Many studies have also identified epigenetic biomarkers from tissues and peripheral blood of patients with CTCL and suggested that epigenetic changes play a role in malignant transformation and histone deacetylase inhibitor (HDACi) resistance in CTCL. Single-cell sequencing has been applied in CTCL studies, revealing heterogeneity in CTCL malignant T cells. The mechanisms of HDACi resistance have also been described, further facilitating the discovery of novel HDACi targets. Despite the heterogeneity of CTCL disease and its obscure pathogenesis, more epigenetic abnormalities have been gradually discovered recently, which not only enables us to understand CTCL disease further but also improves our understanding of the specific role of epigenetics in the pathogenesis and treatment. In this review, we discuss the recent discoveries concerning the pathological roles of epigenetics and epigenetic therapy in CTCL.
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Affiliation(s)
- Ping Zhang
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou City, China.,Department of Oncology, Academy of Medical Sciences of Zhengzhou University, Zhengzhou City, China
| | - Mingzhi Zhang
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou City, China
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Stolearenco V, Namini MRJ, Hasselager SS, Gluud M, Buus TB, Willerslev-Olsen A, Ødum N, Krejsgaard T. Cellular Interactions and Inflammation in the Pathogenesis of Cutaneous T-Cell Lymphoma. Front Cell Dev Biol 2020; 8:851. [PMID: 33015047 PMCID: PMC7498821 DOI: 10.3389/fcell.2020.00851] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 08/10/2020] [Indexed: 12/17/2022] Open
Abstract
Cutaneous T-cell lymphoma (CTCL) comprises a group of lymphoproliferative diseases characterized by the accumulation of malignant T cells in chronically inflamed skin lesions. In early stages, the disease presents as skin patches or plaques covering a limited area of the skin and normally follows an indolent course. However, in a subset of patients the cutaneous lesions develop into tumors and the malignant T cells may spread to the lymphatic system, blood and internal organs with fatal consequences. Despite intensive research, the mechanisms driving disease progression remain incompletely understood. While most studies have focused on cancer cell-intrinsic oncogenesis, such as genetic and epigenetic events driving malignant transformation and disease progression, an increasing body of evidence shows that the interplay between malignant T cells and non-malignant cells plays a crucial role. Here, we outline some of the emerging mechanisms by which tumor, stromal and epidermal interactions may contribute to the progression of CTCL with particular emphasis on the crosstalk between fibroblasts, keratinocytes and malignant T cells.
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Affiliation(s)
- Veronica Stolearenco
- LEO Foundation Skin Immunology Research Center, Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Martin R J Namini
- LEO Foundation Skin Immunology Research Center, Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Siri S Hasselager
- LEO Foundation Skin Immunology Research Center, Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Maria Gluud
- LEO Foundation Skin Immunology Research Center, Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Terkild B Buus
- LEO Foundation Skin Immunology Research Center, Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Andreas Willerslev-Olsen
- LEO Foundation Skin Immunology Research Center, Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Niels Ødum
- LEO Foundation Skin Immunology Research Center, Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Thorbjørn Krejsgaard
- LEO Foundation Skin Immunology Research Center, Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
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Gene Expression Comparison between Sézary Syndrome and Lymphocytic-Variant Hypereosinophilic Syndrome Refines Biomarkers for Sézary Syndrome. Cells 2020; 9:cells9091992. [PMID: 32872487 PMCID: PMC7563155 DOI: 10.3390/cells9091992] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 08/26/2020] [Accepted: 08/27/2020] [Indexed: 02/07/2023] Open
Abstract
Sézary syndrome (SS), an aggressive cutaneous T-cell lymphoma (CTCL) with poor prognosis, is characterized by the clinical hallmarks of circulating malignant T cells, erythroderma and lymphadenopathy. However, highly variable clinical skin manifestations and similarities with benign mimickers can lead to significant diagnostic delay and inappropriate therapy that can lead to disease progression and mortality. SS has been the focus of numerous transcriptomic-profiling studies to identify sensitive and specific diagnostic and prognostic biomarkers. Benign inflammatory disease controls (e.g., psoriasis, atopic dermatitis) have served to identify chronic inflammatory phenotypes in gene expression profiles, but provide limited insight into the lymphoproliferative and oncogenic roles of abnormal gene expression in SS. This perspective was recently clarified by a transcriptome meta-analysis comparing SS and lymphocytic-variant hypereosinophilic syndrome, a benign yet often clonal T-cell lymphoproliferation, with clinical features similar to SS. Here we review the rationale for selecting lymphocytic-variant hypereosinophilic syndrome (L-HES) as a disease control for SS, and discuss differentially expressed genes that may distinguish benign from malignant lymphoproliferative phenotypes, including additional context from prior gene expression studies to improve understanding of genes important in SS.
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Zhang C, Zhang Z, Zhang G, Xue L, Yang H, Luo Y, Zheng X, Zhang Y, Yuan Y, Lei R, Yang Z, Zheng B, Zhang Z, Wang L, Che Y, Wang S, Wang F, Fang L, Zeng Q, Li J, Gao S, Xue Q, Sun N, He J. A three-lncRNA signature of pretreatment biopsies predicts pathological response and outcome in esophageal squamous cell carcinoma with neoadjuvant chemoradiotherapy. Clin Transl Med 2020; 10:e156. [PMID: 32898328 PMCID: PMC7448795 DOI: 10.1002/ctm2.156] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Revised: 08/04/2020] [Accepted: 08/10/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Current strategies are insufficient to predict pathologically complete response (pCR) for esophageal squamous cell carcinomas (ESCCs) before treatment. Here, we aim to develop a novel long noncoding RNA (lncRNA) signature for pCR and outcome prediction of ESCCs through a multicenter analysis for a Chinese population. METHODS Differentially expressed lncRNAs (DELs) between pCRs and less than pCR ( RESULTS Twelve DELs were identified from Guangzhou cohort and six lncRNAs were verified. Then, a classifier of three lncRNAs (SCAT1, PRKAG2-AS1, and FLG-AS1) was established and achieved a high accuracy with an area under the receiver operating characteristic curve (AUC) of 0.952 in the training cohort, which was well validated in the internal validation cohort and external cohort with the AUCs of 0.856 and 0.817, respectively. Furthermore, the predictive score was identified as the only independent predictor for pCR. Patients with high discriminant score showed a significantly longer overall and relapse-free survival (P < .05). CONCLUSIONS We developed the first and applicable three-lncRNA signature of pCR and outcome prediction, which is robust and reproducible in multicenter cohorts for ESCCs with nCRT.
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Affiliation(s)
- Chaoqi Zhang
- Department of Thoracic SurgeryNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Zhihui Zhang
- Department of Thoracic SurgeryNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Guochao Zhang
- Department of Thoracic SurgeryNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Liyan Xue
- Department of PathologyNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Haijun Yang
- Department of PathologyAnyang Cancer HospitalThe Fourth Affiliated Hospital of Henan University of Science and TechnologyAnyangHenanChina
| | - Yuejun Luo
- Department of Thoracic SurgeryNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Xiaoli Zheng
- Department of radiotherapyThe Affiliated Cancer hospital of Zhengzhou UniversityZhengzhouHenanChina
| | - Yonglei Zhang
- Department of General SurgeryThe Affiliated Cancer Hospital of Zhengzhou UniversityZhengzhouHenanChina
| | - Yufen Yuan
- Department of PathologyAnyang Cancer HospitalThe Fourth Affiliated Hospital of Henan University of Science and TechnologyAnyangHenanChina
| | - Ruixue Lei
- Department of PathologyAnyang Cancer HospitalThe Fourth Affiliated Hospital of Henan University of Science and TechnologyAnyangHenanChina
| | - Zhaoyang Yang
- Department of PathologyNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Bo Zheng
- Department of PathologyNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Zhen Zhang
- Biotherapy CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouHenanChina
| | - Le Wang
- Department of OtologyThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouHenanChina
| | - Yun Che
- Department of Thoracic SurgeryNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Sihui Wang
- Department of Thoracic SurgeryNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Feng Wang
- Department of Thoracic SurgeryNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Lingling Fang
- Department of Thoracic SurgeryNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Qingpeng Zeng
- Department of Thoracic SurgeryNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Jiagen Li
- Department of Thoracic SurgeryNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Shugeng Gao
- Department of Thoracic SurgeryNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Qi Xue
- Department of Thoracic SurgeryNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Nan Sun
- Department of Thoracic SurgeryNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Jie He
- Department of Thoracic SurgeryNational Cancer CenterNational Clinical Research Center for CancerCancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
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8
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Walia R, Yeung CCS. An Update on Molecular Biology of Cutaneous T Cell Lymphoma. Front Oncol 2020; 9:1558. [PMID: 32039026 PMCID: PMC6987372 DOI: 10.3389/fonc.2019.01558] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Accepted: 12/23/2019] [Indexed: 12/21/2022] Open
Abstract
Cutaneous T cell lymphomas represent a heterogenous group of lymphoproliferative disorders defined by clonal proliferation of T cells present in the skin. The latest WHO classification in 2016 and WHO-EORTC classification in 2018 has updated the classification of these entities based on the molecular profile. Research in the field of molecular genetics of CTCL has allowed a better understanding of the biology of these tumors and has helped to identify potential targets for therapy that can be tailored to individual patients. In this review, we discuss the latest developments in the molecular profile of CTCLs including biomarkers for diagnosis, prognosis, and potential therapeutic targets. We have also touched upon the utility of various molecular diagnostic modalities. For the purpose of this review, we researched papers in PubMed indexed journals in English literature published in the past 20 years using keywords CTCL, mycosis fungoides, molecular profile, molecular diagnosis, whole genome profile, genomic landscape, TCR clonality.
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Affiliation(s)
- Ritika Walia
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States
| | - Cecilia C S Yeung
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States.,Department of Pathology, University of Washington, Seattle, WA, United States
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Poppenberg KE, Jiang K, Li L, Sun Y, Meng H, Wallace CA, Hennon T, Jarvis JN. The feasibility of developing biomarkers from peripheral blood mononuclear cell RNAseq data in children with juvenile idiopathic arthritis using machine learning approaches. Arthritis Res Ther 2019; 21:230. [PMID: 31706344 PMCID: PMC6842535 DOI: 10.1186/s13075-019-2010-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Accepted: 09/23/2019] [Indexed: 01/09/2023] Open
Abstract
Background The response to treatment for juvenile idiopathic arthritis (JIA) can be staged using clinical features. However, objective laboratory biomarkers of remission are still lacking. In this study, we used machine learning to predict JIA activity from transcriptomes from peripheral blood mononuclear cells (PBMCs). We included samples from children with Native American ancestry to determine whether the model maintained validity in an ethnically heterogeneous population. Methods Our dataset consisted of 50 samples, 23 from children in remission and 27 from children with an active disease on therapy. Nine of these samples were from children with mixed European/Native American ancestry. We used 4 different machine learning methods to create predictive models in 2 populations: the whole dataset and then the samples from children with exclusively European ancestry. Results In both populations, models were able to predict JIA status well, with training accuracies > 74% and testing accuracies > 78%. Performance was better in the whole dataset model. We note a high degree of overlap between genes identified in both populations. Using ingenuity pathway analysis, genes from the whole dataset associated with cell-to-cell signaling and interactions, cell morphology, organismal injury and abnormalities, and protein synthesis. Conclusions This study demonstrates it is feasible to use machine learning in conjunction with RNA sequencing of PBMCs to predict JIA stage. Thus, developing objective biomarkers from easy to obtain clinical samples remains an achievable goal.
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Affiliation(s)
- Kerry E Poppenberg
- Canon Stroke and Vascular Research Center, University at Buffalo Jacobs School of Medicine & Biomedical Sciences, State University of New York, Buffalo, NY, USA.,Department of Biomedical Engineering, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Kaiyu Jiang
- Department of Pediatrics, University at Buffalo, Buffalo, NY, USA
| | - Lu Li
- Department of Computer Science and Engineering, University at Buffalo, Buffalo, NY, USA
| | - Yijun Sun
- Genetics, Genomics, and Bioinformatics Graduate Program, University at Buffalo, Buffalo, NY, USA.,Department of Microbiology and Immunology, University at Buffalo, Buffalo, NY, USA
| | - Hui Meng
- Canon Stroke and Vascular Research Center, University at Buffalo Jacobs School of Medicine & Biomedical Sciences, State University of New York, Buffalo, NY, USA.,Department of Biomedical Engineering, University at Buffalo, State University of New York, Buffalo, NY, USA.,Department of Neurosurgery, University at Buffalo Jacobs School of Medicine & Biomedical Sciences, State University of New York, Buffalo, NY, USA.,Department of Mechanical & Aerospace Engineering, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Carol A Wallace
- Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Teresa Hennon
- Department of Pediatrics, University at Buffalo, Buffalo, NY, USA
| | - James N Jarvis
- Department of Pediatrics, University at Buffalo, Buffalo, NY, USA. .,Genetics, Genomics, and Bioinformatics Graduate Program, University at Buffalo, Buffalo, NY, USA. .,Pediatric Rheumatology Research, Clinical & Translational Research Center, 875 Ellicott Street, Buffalo, NY, 14203, USA.
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10
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Moerman-Herzog AM, Acheampong DA, Brooks AG, Blair SM, Hsu PC, Wong HK. Transcriptome analysis of Sézary syndrome and lymphocytic-variant hypereosinophilic syndrome T cells reveals common and divergent genes. Oncotarget 2019; 10:5052-5069. [PMID: 31489115 PMCID: PMC6707948 DOI: 10.18632/oncotarget.27120] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 07/15/2019] [Indexed: 11/25/2022] Open
Abstract
Sézary syndrome (SS) is an aggressive cutaneous T cell lymphoma with pruritic skin inflammation and immune dysfunction, driven by neoplastic, clonal memory T cells in both peripheral blood and skin. To gain insight into abnormal gene expression promoting T cell dysfunction, lymphoproliferation and transformation in SS, we first compared functional transcriptomic profiles of both resting and activated CD4+CD45RO+ T cells from SS patients and normal donors to identified differential expressed genes. Next, a meta-analysis was performed to compare our SS data to public microarray data from a novel benign disease control, lymphocytic-variant hypereosinophilic syndrome (L-HES). L-HES is a rare, clonal lymphoproliferation of abnormal memory T cells that produces similar clinical symptoms as SS, including severe pruritus and eosinophilia. Comparison revealed gene sets specific for either SS (370 genes) or L-HES (519 genes), and a subset of 163 genes that were dysregulated in both SS and L-HES T cells compared to normal donor T cells. Genes confirmed by RT-qPCR included elevated expression of PLS3, TWIST1 and TOX only in SS, while IL17RB mRNA was increased only in L-HES. CDCA7 was increased in both diseases. In an L-HES patient who progressed to peripheral T cell lymphoma, the malignant transformation identified increases in the expression of CDCA7, TIGIT, and TOX, which are highly expressed in SS, suggesting that these genes contribute to neoplastic transformation. In summary, we have identified gene expression biomarkers that implicate a common transformative mechanism and others that are unique to differentiate SS from L-HES.
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Affiliation(s)
- Andrea M Moerman-Herzog
- Department of Dermatology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Daniel A Acheampong
- Department of Dermatology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA.,Joint Graduate Program in Bioinformatics, University of Arkansas at Little Rock and University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Amanda G Brooks
- Department of Dermatology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Suzan M Blair
- Department of Dermatology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Ping-Ching Hsu
- Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Henry K Wong
- Department of Dermatology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
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11
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Borcherding N, Voigt AP, Liu V, Link BK, Zhang W, Jabbari A. Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression. Clin Cancer Res 2019; 25:2996-3005. [PMID: 30718356 PMCID: PMC6659117 DOI: 10.1158/1078-0432.ccr-18-3309] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Revised: 12/07/2018] [Accepted: 01/25/2019] [Indexed: 11/16/2022]
Abstract
PURPOSE Cutaneous T-cell lymphomas (CTCL), encompassing a spectrum of T-cell lymphoproliferative disorders involving the skin, have collectively increased in incidence over the last 40 years. Sézary syndrome is an aggressive form of CTCL characterized by significant presence of malignant cells in both the blood and skin. The guarded prognosis for Sézary syndrome reflects a lack of reliably effective therapy, due, in part, to an incomplete understanding of disease pathogenesis. EXPERIMENTAL DESIGN Using single-cell sequencing of RNA and the machine-learning reverse graph embedding approach in the Monocle package, we defined a model featuring distinct transcriptomic states within Sézary syndrome. Gene expression used to differentiate the unique transcriptional states were further used to develop a boosted tree classification for early versus late CTCL disease. RESULTS Our analysis showed the involvement of FOXP3 + malignant T cells during clonal evolution, transitioning from FOXP3 + T cells to GATA3 + or IKZF2 + (HELIOS) tumor cells. Transcriptomic diversities in a clonal tumor can be used to predict disease stage, and we were able to characterize a gene signature that predicts disease stage with close to 80% accuracy. FOXP3 was found to be the most important factor to predict early disease in CTCL, along with another 19 genes used to predict CTCL stage. CONCLUSIONS This work offers insight into the heterogeneity of Sézary syndrome, providing better understanding of the transcriptomic diversities within a clonal tumor. This transcriptional heterogeneity can predict tumor stage and thereby offer guidance for therapy.
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Affiliation(s)
- Nicholas Borcherding
- Department of Pathology, University of Iowa, College of Medicine, Iowa City, Iowa
- Cancer Biology Graduate Program, University of Iowa, College of Medicine, Iowa City, Iowa
- Medical Scientist Training Program, University of Iowa, College of Medicine, Iowa City, Iowa
- Holden Comprehensive Cancer Center, University of Iowa, College of Medicine, Iowa City, Iowa
| | - Andrew P Voigt
- Medical Scientist Training Program, University of Iowa, College of Medicine, Iowa City, Iowa
| | - Vincent Liu
- Department of Pathology, University of Iowa, College of Medicine, Iowa City, Iowa
- Holden Comprehensive Cancer Center, University of Iowa, College of Medicine, Iowa City, Iowa
- Department of Dermatology, University of Iowa, College of Medicine, Iowa City, Iowa
| | - Brian K Link
- Holden Comprehensive Cancer Center, University of Iowa, College of Medicine, Iowa City, Iowa
- Department of Internal Medicine, University of Iowa, College of Medicine, Iowa City, Iowa
| | - Weizhou Zhang
- Department of Pathology, University of Iowa, College of Medicine, Iowa City, Iowa
- Cancer Biology Graduate Program, University of Iowa, College of Medicine, Iowa City, Iowa
- Medical Scientist Training Program, University of Iowa, College of Medicine, Iowa City, Iowa
- Holden Comprehensive Cancer Center, University of Iowa, College of Medicine, Iowa City, Iowa
- Interdisciplinary Program in Immunology, University of Iowa, College of Medicine, Iowa City, Iowa
| | - Ali Jabbari
- Cancer Biology Graduate Program, University of Iowa, College of Medicine, Iowa City, Iowa.
- Medical Scientist Training Program, University of Iowa, College of Medicine, Iowa City, Iowa
- Holden Comprehensive Cancer Center, University of Iowa, College of Medicine, Iowa City, Iowa
- Department of Dermatology, University of Iowa, College of Medicine, Iowa City, Iowa
- Interdisciplinary Program in Immunology, University of Iowa, College of Medicine, Iowa City, Iowa
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12
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Obraztsov IV, Shirokikh KE, Obraztsova OI, Shapina MV, Wang MH, Khalif IL. Multiple Cytokine Profiling: A New Model to Predict Response to Tumor Necrosis Factor Antagonists in Ulcerative Colitis Patients. Inflamm Bowel Dis 2019; 25:524-531. [PMID: 30544140 DOI: 10.1093/ibd/izy358] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND AND AIMS Ulcerative colitis (UC) is a form of inflammatory bowel disease, and antibodies against tumor necrosis factor (anti-TNF) are used for treatment. Many patients are refractory or lose response to anti-TNF, and predicting response would be an extremely valuable clinical tool. Unlike most biomarkers, cytokines directly mediate inflammation, and their measurement may predict the likelihood of response or no response. METHODS Serum samples were obtained from 49 UC patients before infliximab infusions, and levels of 17 cytokines were measured using a multiplex assay. The Fisher linear discriminant analysis (FLDA) was applied to the cytokine values to predict which patients would respond to infliximab. "Response" was defined as clinical remission after the third infusion, and "no response" was defined as lack of remission after the third infusion. RESULTS The Fisher linear discriminant analysis model identified a subset of seven predictor cytokines: TNF-α, IL-12, IL-8, IL-2, IL-5, IL1-β, and IFN-γ. The obtained canonical coefficients enabled to calculate discriminant scores as linear combinations of the cytokines; model classified thepatients as responders and nonresponders with a sensitivity of 84.2% and a specificity of 93.3%. Overall, the yield of the FLDA model was 89.8% of the total 49 patients. CONCLUSIONS An unbiased, statistically derived, predictive model based on measurement of serum cytokines before therapy may predict a positive or negative outcome from the administration of anti-TNF to UC patients. Because accurately measuring cytokines is simple and inexpensive, the model may be a valuable new tool to complement other laboratory parameters used in the management of IBD patients.
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Affiliation(s)
| | | | - Olga Isaakovna Obraztsova
- Department of Statistics, M. V. Lomonosov Moscow State Social University, Moscow, Russian Federation
| | | | - Ming-Hsi Wang
- Mayo Clinic Florida, Gastroenterology & Hepatology, Jacksonville, Florida, USA
| | - Igor Lvovich Khalif
- A.N. Ryzhikh State Scientific Centre for Coloproctology, Moscow, Russian Federation
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13
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Ko J, Baldassano SN, Loh PL, Kording K, Litt B, Issadore D. Machine learning to detect signatures of disease in liquid biopsies - a user's guide. LAB ON A CHIP 2018; 18:395-405. [PMID: 29192299 PMCID: PMC5955608 DOI: 10.1039/c7lc00955k] [Citation(s) in RCA: 85] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
New technologies that measure sparse molecular biomarkers from easily accessible bodily fluids (e.g. blood, urine, and saliva) are revolutionizing disease diagnostics and precision medicine. Microchip devices can measure more disease biomarkers with better sensitivity and specificity each year, but clinical interpretation of these biomarkers remains a challenge. Single biomarkers in 'liquid biopsy' often cannot accurately predict the state of a disease due to heterogeneity in phenotype and disease expression across individuals. To address this challenge, investigators are combining multiplexed measurements of different biomarkers that together define robust signatures for specific disease states. Machine learning is a useful tool to automatically discover and detect these signatures, especially as new technologies output increasing quantities of molecular data. In this paper, we review the state of the field of machine learning applied to molecular diagnostics and provide practical guidance to use this tool effectively and to avoid common pitfalls.
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Affiliation(s)
- Jina Ko
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
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14
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Torres-García W, Domenech M. Hedgehog-mesenchyme gene signature identifies bi-modal prognosis in luminal and basal breast cancer sub-types. MOLECULAR BIOSYSTEMS 2017; 13:2615-2624. [PMID: 29034935 PMCID: PMC5698105 DOI: 10.1039/c7mb00416h] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Hedgehog signaling (Hh) has been shown to be hyper-activated in several cancers. However, active Hh signaling can promote or inhibit tumor growth; thus identification of markers beyond main canonical Hh target genes is needed to improve patient selection and clinical outcome in response to Hh inhibitors. Cancer-associated fibroblasts (CAFs) have been linked with tumor progression and beneficial response to Hh inhibitors. Thus, we hypothesized that genes associated with Hh-activated CAFs can be used for stratification of tumors that will benefit from Hh inhibitors. In this work, we evaluated a 15-gene fingerprint that combines Hh and mesenchymal genes associated with CAF phenotype to profile breast cancer sub-types based on gene expression patterns among clustered groups. About 3800 cancer samples were evaluated using random forest models and linear discriminant analysis to sort breast cancer by subtypes and therapeutic approach. The results showed that the Hh-mesenchyme gene fingerprint has a highly sensitive and differential expression pattern among basal and luminal A sub-groups. Basal samples with high levels of Hh target genes had better prognosis than luminal A samples. Luminal A samples with a tendency towards Hh signaling suppression had higher overall and disease-free survival rates particularly if deprived of hormone therapy. Hh transcriptional repressor GLI3 and signaling activator SMO were the top 2 genes for discriminating among samples with active Hh signaling in human breast cancer subtypes and Hh-inhibitor resistant tumors. Caveolin-1 (CAV1), a gene with low expression in CAFs, shows strong correlation with active Hh signaling and discrimination among survival curves in luminal A patients with active or inactive Hh signaling. Our data suggest that CAV1 is an important gene for monitoring Hh inhibition in tumors and support further stratification by hormone therapy status prior to use of Hh inhibitors.
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Affiliation(s)
- Wandaliz Torres-García
- Department of Industrial Engineering, University of Puerto Rico Mayagüez, Mayagüez, Puerto Rico.
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15
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Wilcox RA. Cutaneous T-cell lymphoma: 2017 update on diagnosis, risk-stratification, and management. Am J Hematol 2017; 92:1085-1102. [PMID: 28872191 DOI: 10.1002/ajh.24876] [Citation(s) in RCA: 89] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Accepted: 07/27/2017] [Indexed: 12/12/2022]
Abstract
DISEASE OVERVIEW Cutaneous T-cell lymphomas are a heterogenous group of T-cell lymphoproliferative disorders involving the skin, the majority of which may be classified as Mycosis Fungoides (MF) or Sézary Syndrome (SS). DIAGNOSIS The diagnosis of MF or SS requires the integration of clinical and histopathologic data. RISK-ADAPTED THERAPY TNMB (tumor, node, metastasis, blood) staging remains the most important prognostic factor in MF/SS and forms the basis for a "risk-adapted," multi-disciplinary approach to treatment. For patients with disease limited to the skin, expectant management or skin-directed therapies is preferred, as both disease-specific and overall survival for these patients is favorable. In contrast, patients with advanced-stage disease with significant nodal, visceral or blood involvement are generally approached with biologic-response modifiers or histone deacetylase inhibitors prior to escalating therapy to include systemic, single-agent chemotherapy. In highly-selected patients, allogeneic stem-cell transplantation may be considered, as this may be curative in some patients.
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Affiliation(s)
- Ryan A. Wilcox
- Division of Hematology/Oncology; University of Michigan Comprehensive Cancer Center; Ann Arbor Michigan 48109-5948
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16
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Dulmage B, Geskin L, Guitart J, Akilov OE. The biomarker landscape in mycosis fungoides and Sézary syndrome. Exp Dermatol 2017; 26:668-676. [PMID: 27897325 PMCID: PMC5489366 DOI: 10.1111/exd.13261] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/16/2016] [Indexed: 12/14/2022]
Abstract
The practice of pre-emptive individualized medicine is predicated on the discovery, development and application of biomarkers in specific clinical settings. Mycosis fungoides and Sézary syndrome are the two most common type of cutaneous T-cell lymphoma, yet diagnosis, prognosis and disease monitoring remain a challenge. In this review, we discuss the current state of biomarker discovery in mycosis fungoides and Sézary syndrome, highlighting the most promising molecules in different compartments. Further, we emphasize the need for continued multicentre efforts to validate available and new biomarkers and to develop prospective combinatorial panels of already discovered molecules.
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Affiliation(s)
- Brittany Dulmage
- Department of Dermatology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Larisa Geskin
- Department of Dermatology, Columbia University, New York, NY, USA
| | - Joan Guitart
- Department of Dermatology, Northwestern University, Chicago, IL, USA
| | - Oleg E Akilov
- Department of Dermatology, University of Pittsburgh, Pittsburgh, PA, USA
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17
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Benoit BM, Jariwala N, O'Connor G, Oetjen LK, Whelan TM, Werth A, Troxel AB, Sicard H, Zhu L, Miller C, Takeshita J, McVicar DW, Kim BS, Rook AH, Wysocka M. CD164 identifies CD4 + T cells highly expressing genes associated with malignancy in Sézary syndrome: the Sézary signature genes, FCRL3, Tox, and miR-214. Arch Dermatol Res 2017; 309:11-19. [PMID: 27766406 PMCID: PMC5357118 DOI: 10.1007/s00403-016-1698-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2016] [Revised: 09/26/2016] [Accepted: 10/12/2016] [Indexed: 02/07/2023]
Abstract
Sézary syndrome (SS), a leukemic variant of cutaneous T-cell lymphoma (CTCL), is associated with a significantly shorter life expectancy compared to skin-restricted mycosis fungoides. Early diagnosis of SS is, therefore, key to achieving enhanced therapeutic responses. However, the lack of a biomarker(s) highly specific for malignant CD4+ T cells in SS patients has been a serious obstacle in making an early diagnosis. We recently demonstrated the high expression of CD164 on CD4+ T cells from Sézary syndrome patients with a wide range of circulating tumor burdens. To further characterize CD164 as a potential biomarker for malignant CD4+ T cells, CD164+ and CD164-CD4+ T cells isolated from patients with high-circulating tumor burden, B2 stage, and medium/low tumor burden, B1-B0 stage, were assessed for the expression of genes reported to differentiate SS from normal controls, and associated with malignancy and poor prognosis. The expression of Sézary signature genes: T plastin, GATA-3, along with FCRL3, Tox, and miR-214, was significantly higher, whereas STAT-4 was lower, in CD164+ compared with CD164-CD4+ T cells. While Tox was highly expressed in both B2 and B1-B0 patients, the expression of Sézary signature genes, FCRL3, and miR-214 was associated predominantly with advanced B2 disease. High expression of CD164 mRNA and protein was also detected in skin from CTCL patients. CD164 was co-expressed with KIR3DL2 on circulating CD4+ T cells from high tumor burden SS patients, further providing strong support for CD164 as a disease relevant surface biomarker.
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Affiliation(s)
- Bernice M Benoit
- Department of Dermatology, Perelman School of Medicine, University of Pennsylvania, 421 Curie Blvd, 1049 BRB, Philadelphia, PA, 19104, USA
| | - Neha Jariwala
- Department of Dermatology, Perelman School of Medicine, University of Pennsylvania, 421 Curie Blvd, 1049 BRB, Philadelphia, PA, 19104, USA
| | - Geraldine O'Connor
- National Cancer Institute, Cancer and Inflammation Program, Frederick, MD, USA
| | - Landon K Oetjen
- Division of Dermatology, Department of Medicine, Washington University, St. Louis, MO, USA
- The Division of Biology and Biomedical Sciences, Washington University, St. Louis, MO, USA
| | - Timothy M Whelan
- Division of Dermatology, Department of Medicine, Washington University, St. Louis, MO, USA
| | - Adrienne Werth
- Department of Dermatology, Perelman School of Medicine, University of Pennsylvania, 421 Curie Blvd, 1049 BRB, Philadelphia, PA, 19104, USA
| | - Andrea B Troxel
- Department of Biostatistics and Epidemiology, Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Hélène Sicard
- Innate Pharma, Research and Drug Development, Marseille, France
| | - Lisa Zhu
- Department of Dermatology, Perelman School of Medicine, University of Pennsylvania, 421 Curie Blvd, 1049 BRB, Philadelphia, PA, 19104, USA
| | - Christopher Miller
- Department of Dermatology, Perelman School of Medicine, University of Pennsylvania, 421 Curie Blvd, 1049 BRB, Philadelphia, PA, 19104, USA
| | - Junko Takeshita
- Department of Dermatology, Perelman School of Medicine, University of Pennsylvania, 421 Curie Blvd, 1049 BRB, Philadelphia, PA, 19104, USA
| | - Daniel W McVicar
- National Cancer Institute, Cancer and Inflammation Program, Frederick, MD, USA
| | - Brian S Kim
- Division of Dermatology, Department of Medicine, Washington University, St. Louis, MO, USA
- Department of Anesthesiology, Washington University, St. Louis, MO, USA
- Department of Pathology and Immunology, Washington University, St. Louis, MO, USA
- The Division of Biology and Biomedical Sciences, Washington University, St. Louis, MO, USA
| | - Alain H Rook
- Department of Dermatology, Perelman School of Medicine, University of Pennsylvania, 421 Curie Blvd, 1049 BRB, Philadelphia, PA, 19104, USA
| | - Maria Wysocka
- Department of Dermatology, Perelman School of Medicine, University of Pennsylvania, 421 Curie Blvd, 1049 BRB, Philadelphia, PA, 19104, USA.
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18
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Increased Expression of PLS3 Correlates with Better Outcome in Sézary Syndrome. J Invest Dermatol 2016; 137:754-757. [PMID: 27984038 DOI: 10.1016/j.jid.2016.10.025] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Revised: 10/12/2016] [Accepted: 10/12/2016] [Indexed: 11/21/2022]
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19
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Ion A, Popa IM, Papagheorghe LML, Lisievici C, Lupu M, Voiculescu V, Caruntu C, Boda D. Proteomic Approaches to Biomarker Discovery in Cutaneous T-Cell Lymphoma. DISEASE MARKERS 2016; 2016:9602472. [PMID: 27821903 PMCID: PMC5086377 DOI: 10.1155/2016/9602472] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Revised: 08/23/2016] [Accepted: 08/24/2016] [Indexed: 01/16/2023]
Abstract
Cutaneous T-cell lymphoma (CTCL) is the most frequently encountered type of skin lymphoma in humans. CTCL encompasses multiple variants, but the most common types are mycosis fungoides (MF) and Sezary syndrome (SS). While most cases of MF run a mild course over a period of many years, other subtypes of CTCL are very aggressive. The rapidly expanding fields of proteomics and genomics have not only helped increase knowledge concerning the carcinogenesis and tumor biology of CTCL but also led to the discovery of novel markers for targeted therapy. Although multiple biomarkers linked to CTCL have been known for a relatively long time (e.g., CD25, CD45, CD45RA, and CD45R0), compared to other cancers (lymphoma, melanoma, colon carcinoma, head and neck cancer, renal cancer, and cutaneous B-cell lymphoma), information about the antigenicity of CTCL remains relatively limited and no dependable protein marker for CTCL has been discovered. Considering the aggressive nature of some types of CTCL, it is necessary to identify circulating molecules that can help in the early diagnosis, differentiation from inflammatory skin diseases (psoriasis, nummular eczema), and aid in predicting the prognosis and evolution of this pathology. This review aims to bring together some of the information concerning protein markers linked to CTCL, in an effort to further the understanding of the convolute processes involved in this complex pathology.
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Affiliation(s)
- Alexandra Ion
- Department of Dermatology and Allergology, Elias Emergency University Hospital, 011461 Bucharest, Romania
| | - Iris Maria Popa
- Department of Plastic and Reconstructive Surgery, “Bagdasar Arseni” Clinical Emergency Hospital, 041915 Bucharest, Romania
| | | | - Cristina Lisievici
- Department of Dermatology and Allergology, Elias Emergency University Hospital, 011461 Bucharest, Romania
| | - Mihai Lupu
- Department of Dermatology and Allergology, Elias Emergency University Hospital, 011461 Bucharest, Romania
| | - Vlad Voiculescu
- Department of Dermatology and Allergology, Elias Emergency University Hospital, 011461 Bucharest, Romania
| | - Constantin Caruntu
- Department of Physiology, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania
- Department of Dermatology, “Prof. N. C. Paulescu” National Institute of Diabetes, Nutrition and Metabolic Diseases, 020475 Bucharest, Romania
| | - Daniel Boda
- Dermatology Research Laboratory, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania
- Department of Dermatology, Carol Medical Center, 020915 Bucharest, Romania
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20
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Malignant inflammation in cutaneous T-cell lymphoma-a hostile takeover. Semin Immunopathol 2016; 39:269-282. [PMID: 27717961 PMCID: PMC5368200 DOI: 10.1007/s00281-016-0594-9] [Citation(s) in RCA: 95] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Accepted: 09/14/2016] [Indexed: 01/05/2023]
Abstract
Cutaneous T-cell lymphomas (CTCL) are characterized by the presence of chronically inflamed skin lesions containing malignant T cells. Early disease presents as limited skin patches or plaques and exhibits an indolent behavior. For many patients, the disease never progresses beyond this stage, but in approximately one third of patients, the disease becomes progressive, and the skin lesions start to expand and evolve. Eventually, overt tumors develop and the malignant T cells may disseminate to the blood, lymph nodes, bone marrow, and visceral organs, often with a fatal outcome. The transition from early indolent to progressive and advanced disease is accompanied by a significant shift in the nature of the tumor-associated inflammation. This shift does not appear to be an epiphenomenon but rather a critical step in disease progression. Emerging evidence supports that the malignant T cells take control of the inflammatory environment, suppressing cellular immunity and anti-tumor responses while promoting a chronic inflammatory milieu that fuels their own expansion. Here, we review the inflammatory changes associated with disease progression in CTCL and point to their wider relevance in other cancer contexts. We further define the term "malignant inflammation" as a pro-tumorigenic inflammatory environment orchestrated by the tumor cells and discuss some of the mechanisms driving the development of malignant inflammation in CTCL.
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21
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Boonk SE, Zoutman WH, Marie-Cardine A, van der Fits L, Out-Luiting JJ, Mitchell TJ, Tosi I, Morris SL, Moriarty B, Booken N, Felcht M, Quaglino P, Ponti R, Barberio E, Ram-Wolff C, Jäntti K, Ranki A, Bernengo MG, Klemke CD, Bensussan A, Michel L, Whittaker S, Bagot M, Tensen CP, Willemze R, Vermeer MH. Evaluation of Immunophenotypic and Molecular Biomarkers for Sézary Syndrome Using Standard Operating Procedures: A Multicenter Study of 59 Patients. J Invest Dermatol 2016; 136:1364-1372. [DOI: 10.1016/j.jid.2016.01.038] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2015] [Revised: 01/11/2016] [Accepted: 01/25/2016] [Indexed: 10/22/2022]
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22
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Wong HK. STAT Assays with a TWIST: Differentiating Sézary Syndrome from Erythrodermic Inflammatory Dermatitis. J Invest Dermatol 2016; 136:1313-1315. [PMID: 27342033 DOI: 10.1016/j.jid.2016.05.087] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2016] [Revised: 04/27/2016] [Accepted: 05/03/2016] [Indexed: 11/27/2022]
Abstract
Sézary syndrome can be challenging to differentiate from erythrodermic inflammatory dermatitis. Biomarkers have been identified in Sézary syndrome, but have not been validated in multicenter studies in a cohort that allows comparisons. Boonk et al. now describe results that confirm the value of immunophenotype, and they report higher sensitivity and specificity for a set of genes used to distinguish Sézary syndrome from erythrodermic inflammatory dermatitis.
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Affiliation(s)
- Henry K Wong
- Department of Dermatology, University of Arkansas for Medical Science, Little Rock, Arkansas, USA.
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23
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van Doorn R, Slieker RC, Boonk SE, Zoutman WH, Goeman JJ, Bagot M, Michel L, Tensen CP, Willemze R, Heijmans BT, Vermeer MH. Epigenomic Analysis of Sézary Syndrome Defines Patterns of Aberrant DNA Methylation and Identifies Diagnostic Markers. J Invest Dermatol 2016; 136:1876-1884. [PMID: 27113428 DOI: 10.1016/j.jid.2016.03.042] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2015] [Revised: 03/09/2016] [Accepted: 03/29/2016] [Indexed: 11/28/2022]
Abstract
Sézary syndrome (Sz) is a malignancy of skin-homing CD4(+) memory T cells that is clinically characterized by erythroderma, lymphadenopathy, and blood involvement. Distinction of Sz from erythroderma secondary to inflammatory skin diseases (erythrodermic inflammatory dermatosis [EID]) is often challenging. Recent studies identified recurrent mutations in epigenetic enzymes involved in DNA modification in Sz. Here we defined the DNA methylomes of purified CD4(+) T cells from patients with Sz, EID, and healthy control subjects. Sz showed extensive global DNA methylation alterations, with 7.8% of 473,921 interrogated autosomal CpG sites showing hypomethylation and 3.2% hypermethylation. Promoter CpG islands were markedly enriched for hypermethylation. The 126 genes with recurrent promoter hypermethylation in Sz included multiple candidate tumor suppressors that showed transcriptional repression, implicating aberrant methylation in the pathogenesis of Sz. Validation in an independent sample set showed promoter hypermethylation of CMTM2, C2orf40, G0S2, HSPB6, PROM1, and PAM in 94-100% of Sz samples but not in EID samples. Notably, promoter hypermethylation of a single gene, the chemokine-like factor CMTM2, was sufficient to accurately distinguish Sz from EID in all cases. This study shows that Sz is characterized by widespread yet distinct DNA methylation alterations, which can be used clinically as epigenetic diagnostic markers.
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Affiliation(s)
- Remco van Doorn
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands.
| | - Roderick C Slieker
- Department of Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Stéphanie E Boonk
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Willem H Zoutman
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Jelle J Goeman
- Department of Medical Statistics and Bioinformatics, Leiden University Medical Center, Leiden, The Netherlands
| | - Martine Bagot
- Institut National de la Santé et de la Recherche Médicale U976, Onco-Dermatology, Immunology and Cutaneous Stem Cells, Paris, France; University Paris Diderot, Sorbonne Paris Cité, Paris, France; Assistance Publique-Hôpitaux de Paris, Saint Louis Hospital, Department of Dermatology, Paris, France
| | - Laurence Michel
- Institut National de la Santé et de la Recherche Médicale U976, Onco-Dermatology, Immunology and Cutaneous Stem Cells, Paris, France; University Paris Diderot, Sorbonne Paris Cité, Paris, France; Assistance Publique-Hôpitaux de Paris, Saint Louis Hospital, Department of Dermatology, Paris, France
| | - Cornelis P Tensen
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Rein Willemze
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Bas T Heijmans
- Department of Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Maarten H Vermeer
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands
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24
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Hurabielle C, Michel L, Ram-Wolff C, Battistella M, Jean-Louis F, Beylot-Barry M, d’Incan M, Bensussan A, Bagot M. Expression of Sézary Biomarkers in the Blood of Patients with Erythrodermic Mycosis Fungoides. J Invest Dermatol 2016; 136:317-20. [DOI: 10.1038/jid.2015.360] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/24/2015] [Indexed: 12/18/2022]
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25
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Wilcox RA. Cutaneous T-cell lymphoma: 2016 update on diagnosis, risk-stratification, and management. Am J Hematol 2016; 91:151-65. [PMID: 26607183 PMCID: PMC4715621 DOI: 10.1002/ajh.24233] [Citation(s) in RCA: 82] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Accepted: 11/03/2015] [Indexed: 12/11/2022]
Abstract
DISEASE OVERVIEW Cutaneous T-cell lymphomas are a heterogenous group of T-cell lymphoproliferative disorders involving the skin, the majority of which may be classified as Mycosis Fungoides (MF) or Sézary Syndrome (SS). DIAGNOSIS The diagnosis of MF or SS requires the integration of clinical and histopathologic data. RISK-ADAPTED THERAPY TNMB (tumor, node, metastasis, blood) staging remains the most important prognostic factor in MF/SS and forms the basis for a "risk-adapted," multidisciplinary approach to treatment. For patients with disease limited to the skin, expectant management or skin-directed therapies is preferred, as both disease-specific and overall survival for these patients is favorable. In contrast, patients with advanced-stage disease with significant nodal, visceral, or blood involvement are generally approached with biologic-response modifiers or histone deacetylase inhibitors before escalating therapy to include systemic, single-agent chemotherapy. In highly-selected patients, allogeneic stem-cell transplantation may be considered, as this may be curative in some patients.
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Affiliation(s)
- Ryan A. Wilcox
- Division of Hematology/Oncology, University of Michigan Cancer Center, 1500 E. Medical Center Drive, Room 4310 CC, Ann Arbor, MI 48109-5948
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26
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Zhukov AS, Belousova IE, Samtsov AV. Immunological and molecular genetic mechanisms of the development of mycosis fungoides. VESTNIK DERMATOLOGII I VENEROLOGII 2015. [DOI: 10.25208/0042-4609-2015-91-4-42-50] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
This review reflects modern information about the possible mechanisms of skin lymphomas. Generalized the data of the possible etiologic factors of the disease. Described the basic pathogenesis and show practical importance identified molecular markers in the diagnosis and treatment of patients with lymphoproliferative diseases of the skin.
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Netchiporouk E, Litvinov IV, Moreau L, Gilbert M, Sasseville D, Duvic M. Deregulation in STAT signaling is important for cutaneous T-cell lymphoma (CTCL) pathogenesis and cancer progression. Cell Cycle 2015; 13:3331-5. [PMID: 25485578 DOI: 10.4161/15384101.2014.965061] [Citation(s) in RCA: 89] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Deregulation of STAT signaling has been implicated in the pathogenesis for a variety of cancers, including CTCL. Constitutive activation of STAT5 and STAT3 was observed in early and late stages of CTCL, respectively. In early stages, IL-2, IL-7 and IL-15 signaling via JAK1 and JAK3 kinases is believed to be responsible for activating STAT5, while in advanced stages development of IL-21 autocrine signaling is thought to be important for STAT3 activation. Recent molecular evidence further suggests that upregulation of STAT5 in early disease stages results in increased expression of oncogenic miR-155 microRNA that subsequently targets STAT4 expression on mRNA level. STAT4 signaling is known to be critical for T helper (Th) 1 phenotype differentiation and its loss results in a switch from Th1 to Th2 phenotype in malignant T cells. During this switch the expression of STAT6 is often upregulated in CTCL. In advanced stages, activation of STAT3 and STAT5 may become completely cytokine-independent and be driven only via constitutively active JAK1 and JAK3 kinases. Further research into the molecular pathogenesis of JAK/STAT signaling in this cancer may enable us to develop effective therapies for our patients.
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Affiliation(s)
- Elena Netchiporouk
- a Division of Dermatology ; McGill University Health Centre ; Montréal , QC Canada
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Promoter-Specific Hypomethylation Is Associated with Overexpression of PLS3, GATA6, and TWIST1 in the Sezary Syndrome. J Invest Dermatol 2015; 135:2084-2092. [PMID: 25806852 DOI: 10.1038/jid.2015.116] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2014] [Revised: 10/25/2014] [Accepted: 11/11/2014] [Indexed: 11/09/2022]
Abstract
The Sézary Syndrome (SS) is an aggressive CD4+ leukemic variant of cutaneous T-cell lymphoma. Epigenetic modification of cancer cell genome is often linked to the expression of important cancer-related genes. Here we addressed the hypothesis that, in SS, DNA hypomethylation is involved in upregulation of PLS3, GATA6, and TWIST1, genes that are undetected in normal lymphocytes. Pyrosequencing analysis of CpG rich regions, and CpG dinucleotides within the 5' regulatory regions, confirmed hypomethylation of all three genes in SS, compared with controls. We then studied how methylation regulates PLS3 transcription in vitro using PLS3-negative (Jurkat) and PLS3-positive (HT-1080) cell lines. Treatment with the hypomethylating agent 5-azacytidine induced PLS3 expression in Jurkat cells and in vitro methylation of the cloned PLS3 promoter suppressed luciferase expression in HT-1080 cells. In conclusion, we show that promoter hypomethylation is associated with PLS3, GATA6, and TWIST1 overexpression in SS CD4+ T cells and that methylation can regulate PLS3 expression in vitro. The mechanisms of DNA hypomethylation in vivo and the functional role of PLS3, TWIST1, and GATA6 in SS are being investigated.
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Litvinov IV, Netchiporouk E, Cordeiro B, Doré MA, Moreau L, Pehr K, Gilbert M, Zhou Y, Sasseville D, Kupper TS. The Use of Transcriptional Profiling to Improve Personalized Diagnosis and Management of Cutaneous T-cell Lymphoma (CTCL). Clin Cancer Res 2015; 21:2820-9. [PMID: 25779945 DOI: 10.1158/1078-0432.ccr-14-3322] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2014] [Accepted: 03/07/2015] [Indexed: 12/18/2022]
Abstract
PURPOSE Although many patients with mycosis fungoides presenting with stage I disease enjoy an indolent disease course and normal life expectancy, about 15% to 20% of them progress to higher stages and most ultimately succumb to their disease. Currently, it is not possible to predict which patients will progress and which patients will have a stable disease. Previously, we conducted microarray analyses with RT-PCR validation of gene expression in biopsy specimens from 60 patients with stage I-IV cutaneous T-cell lymphoma (CTCL), identified three distinct clusters based upon transcription profile, and correlated our molecular findings with 6 years of clinical follow-up. EXPERIMENTAL DESIGN We test by RT-PCR within our prediction model the expression of about 240 genes that were previously reported to play an important role in CTCL carcinogenesis. We further extend the clinical follow-up of our patients to 11 years. We compare the expression of selected genes between mycosis fungoides/Sézary syndrome and benign inflammatory dermatoses that often mimic this cancer. RESULTS Our findings demonstrate that 52 of the about 240 genes can be classified into cluster 1-3 expression patterns and such expression is consistent with their suggested biologic roles. Moreover, we determined that 17 genes (CCL18, CCL26, FYB, T3JAM, MMP12, LEF1, LCK, ITK, GNLY, IL2RA, IL26, IL22, CCR4, GTSF1, SYCP1, STAT5A, and TOX) are able to both identify patients who are at risk of progression and also distinguish mycosis fungoides/Sézary syndrome from benign mimickers. CONCLUSIONS This study, combined with other gene expression analyses, prepares the foundation for the development of personalized molecular approach toward diagnosis and treatment of CTCL.
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Affiliation(s)
- Ivan V Litvinov
- Division of Dermatology, McGill University Health Centre, Montréal, Quebec, Canada
| | - Elena Netchiporouk
- Division of Dermatology, McGill University Health Centre, Montréal, Quebec, Canada
| | - Brendan Cordeiro
- Division of Dermatology, McGill University Health Centre, Montréal, Quebec, Canada
| | | | - Linda Moreau
- Division of Dermatology, McGill University Health Centre, Montréal, Quebec, Canada
| | - Kevin Pehr
- Division of Dermatology, McGill University Health Centre, Montréal, Quebec, Canada. Division of Dermatology, Jewish General Hospital, Montréal, Quebec, Canada
| | - Martin Gilbert
- Division of Dermatology, Université Laval, Québec, Canada
| | - Youwen Zhou
- Department of Dermatology and Skin Science, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Denis Sasseville
- Division of Dermatology, McGill University Health Centre, Montréal, Quebec, Canada.
| | - Thomas S Kupper
- Harvard Skin Disease Research Center, Department of Dermatology, Brigham and Women's Hospital, Harvard University, Boston, Massachusetts.
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Hsi AC, Lee SJ, Rosman IS, Carson KR, Kelley A, Viele V, Pang X, Musiek A, Schaffer A. Expression of helper T cell master regulators in inflammatory dermatoses and primary cutaneous T-cell lymphomas: Diagnostic implications. J Am Acad Dermatol 2015; 72:159-67. [DOI: 10.1016/j.jaad.2014.09.022] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2014] [Revised: 08/30/2014] [Accepted: 09/09/2014] [Indexed: 12/13/2022]
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Litvinov IV, Netchiporouk E, Cordeiro B, Zargham H, Pehr K, Gilbert M, Zhou Y, Moreau L, Woetmann A, Ødum N, Kupper TS, Sasseville D. Ectopic expression of embryonic stem cell and other developmental genes in cutaneous T-cell lymphoma. Oncoimmunology 2014; 3:e970025. [PMID: 25941598 DOI: 10.4161/21624011.2014.970025] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2014] [Accepted: 09/23/2014] [Indexed: 11/19/2022] Open
Abstract
Cutaneous T-cell lymphoma (CTCL) is a potentially devastating malignancy. The pathogenesis of this cancer remains poorly elucidated. Previous studies focused on analysis of expression and function of known oncogenes and tumor suppressor genes. However, emerging reports highlight that it is also important to analyze the expression of genes that are ectopically expressed in CTCL (e.g., embryonic stem cell genes (ESC), cancer testis (CT) genes, etc.). Currently, it is not known whether ESC genes are expressed in CTCL. In the current work, we analyze by RT-PCR the expression of 26 ESC genes, many of which are known to regulate pluripotency and promote cancer stem cell-like phenotype, in a historic cohort of 60 patients from Boston and in a panel of 11 patient-derived CTCL cell lines and compare such expression to benign inflammatory dermatoses that often clinically mimic CTCL. Our findings document that many critical ESC genes including NANOG, SOX2, OCT4 (POU5F1) and their upstream and downstream signaling members are expressed in CTCL. Similarly, polycomb repressive complex 2 (PRC2) genes (i.e., EZH2, EED, and SUZ12) are also expressed in CTCL lesional skin. Furthermore, select ESC genes (OCT4, EED, TCF3, THAP11, CHD7, TIP60, TRIM28) are preferentially expressed in CTCL samples when compared to benign skin biopsies. Our work suggests that ESC genes are ectopically expressed together with CT genes, thymocyte development genes and B cell-specific genes and may be working in concert to promote tumorigenesis. Specifically, while ESC genes may be promoting cancer stem cell-like phenotype, CT genes may be contributing to aneuploidy and genomic instability by producing aberrant chromosomal translocations. Further analysis of ESC expression and function in this cancer will greatly enhance our fundamental understanding of CTCL and will help us identify novel therapeutic targets.
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Key Words
- ALCL, Anaplastic Large Cell Lymphoma
- BLK, B-lymphoid kinase
- C-ALCL, Cutaneous Anaplastic Large Cell Lymphoma
- CSC, Cancer Stem Cell
- CTCL, Cutaneous T-Cell Lymphoma
- DMC1, Disrupted Meiotic cDNA 1
- ESC, Embryonic Stem Cell
- EVA1, Epithelial C-like antigen 1
- MF, Mycosis Fungoides
- PBMC, Peripheral Blood Mononucleated Cells
- PLS3, Plastin-3
- PRC1, Polycomb Repressive Complex 1
- PRC2, Polycomb Repressive Complex 2
- SS, Sézary Syndrome
- SYCP1, Synaptonemal Complex Protein 1
- TOX, Thymocyte selection–associated high mobility group box
- ZFX, Zinc finger protein X-linked
- cancer testis genes
- cutaneous T cell lymphoma (CTCL)
- embryonic stem cell genes
- mycosis fungoides (MF)
- polycomb repressive complex 2 (PRC2)
- sézary syndrome (SS)
- thymocyte development genes
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Affiliation(s)
- Ivan V Litvinov
- Division of Dermatology; McGill University Health Centre ; Montréal, QC Canada
| | - Elena Netchiporouk
- Division of Dermatology; McGill University Health Centre ; Montréal, QC Canada
| | - Brendan Cordeiro
- Division of Dermatology; McGill University Health Centre ; Montréal, QC Canada
| | - Hanieh Zargham
- Division of Dermatology; McGill University Health Centre ; Montréal, QC Canada
| | - Kevin Pehr
- Division of Dermatology; McGill University Health Centre ; Montréal, QC Canada
| | - Martin Gilbert
- Division of Dermatology; Université Laval ; Québec City, QC Canada
| | - Youwen Zhou
- Department of Dermatology and Skin Science; University of British Columbia ; Vancouver, BC Canada
| | - Linda Moreau
- Division of Dermatology; McGill University Health Centre ; Montréal, QC Canada
| | - Anders Woetmann
- Department of International Health, Immunology, and Microbiology; University of Copenhagen ; Copenhagen, Denmark
| | - Niels Ødum
- Department of International Health, Immunology, and Microbiology; University of Copenhagen ; Copenhagen, Denmark
| | - Thomas S Kupper
- Department of Dermatology; Harvard Skin Disease Research Center; Brigham and Women's Hospital; Harvard University ; Boston, MA USA
| | - Denis Sasseville
- Division of Dermatology; McGill University Health Centre ; Montréal, QC Canada
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Dulmage BO, Geskin LJ. Lessons learned from gene expression profiling of cutaneous T-cell lymphoma. Br J Dermatol 2014; 169:1188-97. [PMID: 23937674 DOI: 10.1111/bjd.12578] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/01/2013] [Indexed: 12/14/2022]
Abstract
Gene expression studies of cutaneous T-cell lymphoma (CTCL) span a decade, yet the pathogenesis is poorly understood and diagnosis remains a challenge. This review examines the varied approaches to gene expression analysis of CTCL, with emphasis on cell populations, control selection and expression data collection. Despite discordant results, several dysregulated genes have been identified across multiple studies, including PLS3, KIR3DL2, TWIST1 and STAT4. Here, we provide an overview of the most consistently expressed genes across different studies and bring them together through common pathways biologically relevant to CTCL. Four pathways - evasion of activation-induced cell death, T helper 2 lymphocyte differentiation, transforming growth factor-β receptor expression, and tumour necrosis factor receptor ligands - appear to encompass the most frequently affected genes, hypothetically providing insight into the disease pathogenesis.
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Affiliation(s)
- B O Dulmage
- Department of Dermatology, University of Pittsburgh, 200 Lothrop St, Pittsburgh, PA, 15213, U.S.A
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Wilcox RA. Cutaneous T-cell lymphoma: 2014 update on diagnosis, risk-stratification, and management. Am J Hematol 2014; 89:837-51. [PMID: 25042790 DOI: 10.1002/ajh.23756] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2014] [Accepted: 04/29/2014] [Indexed: 12/12/2022]
Abstract
DISEASE OVERVIEW Cutaneous T-cell lymphomas are a heterogenous group of T-cell lymphoproliferative disorders involving the skin, the majority of which may be classified as Mycosis Fungoides (MF) or Sézary Syndrome (SS). DIAGNOSIS The diagnosis of MF or SS requires the integration of clinical and histopathologic data. RISK-ADAPTED THERAPY TNMB (tumor, node, metastasis, and blood) staging remains the most important prognostic factor in MF/SS and forms the basis for a "risk-adapted," multidisciplinary approach to treatment. For patients with disease limited to the skin, expectant management or skin-directed therapies is preferred, as both disease-specific and overall survival for these patients is favorable. In contrast, patients with advanced-stage disease with significant nodal, visceral or blood involvement are generally approached with biologic-response modifiers or histone deacetylase inhibitors prior to escalating therapy to include systemic, single-agent chemotherapy. Multiagent chemotherapy (e.g., CHOP) may be employed for those patients with extensive visceral involvement requiring rapid disease control. In highly selected patients, allogeneic stem-cell transplantation may be considered.
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Affiliation(s)
- Ryan A. Wilcox
- Division of Hematology/Oncology; University of Michigan Cancer Center; Ann Arbor Michigan
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Scarisbrick J, Kim Y, Whittaker S, Wood G, Vermeer M, Prince H, Quaglino P. Prognostic factors, prognostic indices and staging in mycosis fungoides and Sézary syndrome: where are we now? Br J Dermatol 2014; 170:1226-36. [DOI: 10.1111/bjd.12909] [Citation(s) in RCA: 100] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/14/2014] [Indexed: 12/28/2022]
Affiliation(s)
- J.J. Scarisbrick
- Department of Dermatology; University Hospital Birmingham; Birmingham U.K
| | - Y.H. Kim
- Stanford Cancer Centre & School of Medicine; Stanford CA U.S.A
| | - S.J. Whittaker
- Department of Dermatology; Guy's and St Thomas' NHS Trust; London U.K
| | - G.S. Wood
- Department of Dermatology; University of Wisconsin and Middleton VA Medical Center; Madison WI U.S.A
| | - M.H. Vermeer
- Department of Dermatology; Leiden University Medical Centre; Leiden the Netherlands
| | - H.M. Prince
- Peter MacCallum Cancer Centre and University of Melbourne; Melbourne VIC Australia
| | - P. Quaglino
- Department of Medical Sciences; Dermatologic Clinic; University of Torino; Turin Italy
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Dawany N, Showe LC, Kossenkov AV, Chang C, Ive P, Conradie F, Stevens W, Sanne I, Azzoni L, Montaner LJ. Identification of a 251 gene expression signature that can accurately detect M. tuberculosis in patients with and without HIV co-infection. PLoS One 2014; 9:e89925. [PMID: 24587128 PMCID: PMC3934945 DOI: 10.1371/journal.pone.0089925] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2013] [Accepted: 01/24/2014] [Indexed: 12/14/2022] Open
Abstract
Background Co-infection with tuberculosis (TB) is the leading cause of death in HIV-infected individuals. However, diagnosis of TB, especially in the presence of an HIV co-infection, can be limiting due to the high inaccuracy associated with the use of conventional diagnostic methods. Here we report a gene signature that can identify a tuberculosis infection in patients co-infected with HIV as well as in the absence of HIV. Methods We analyzed global gene expression data from peripheral blood mononuclear cell (PBMC) samples of patients that were either mono-infected with HIV or co-infected with HIV/TB and used support vector machines to identify a gene signature that can distinguish between the two classes. We then validated our results using publically available gene expression data from patients mono-infected with TB. Results Our analysis successfully identified a 251-gene signature that accurately distinguishes patients co-infected with HIV/TB from those infected with HIV only, with an overall accuracy of 81.4% (sensitivity = 76.2%, specificity = 86.4%). Furthermore, we show that our 251-gene signature can also accurately distinguish patients with active TB in the absence of an HIV infection from both patients with a latent TB infection and healthy controls (88.9–94.7% accuracy; 69.2–90% sensitivity and 90.3–100% specificity). We also demonstrate that the expression levels of the 251-gene signature diminish as a correlate of the length of TB treatment. Conclusions A 251-gene signature is described to (a) detect TB in the presence or absence of an HIV co-infection, and (b) assess response to treatment following anti-TB therapy.
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Affiliation(s)
- Noor Dawany
- Center for Systems and Computational Biology, The Wistar Institute, Philadelphia, Pennsylvania, United States of America
| | - Louise C. Showe
- Center for Systems and Computational Biology, The Wistar Institute, Philadelphia, Pennsylvania, United States of America
| | - Andrew V. Kossenkov
- Center for Systems and Computational Biology, The Wistar Institute, Philadelphia, Pennsylvania, United States of America
| | - Celia Chang
- Genomics Facility, The Wistar Institute, Philadelphia, Pennsylvania, United States of America
| | - Prudence Ive
- Clinical HIV Research Unit, Department of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Francesca Conradie
- Clinical HIV Research Unit, Department of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Wendy Stevens
- Department of Molecular Medicine and Hematology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Ian Sanne
- Clinical HIV Research Unit, Department of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Livio Azzoni
- HIV-1 Immunopathogenesis Laboratory, The Wistar Institute, Philadelphia, Pennsylvania, United States of America
| | - Luis J. Montaner
- HIV-1 Immunopathogenesis Laboratory, The Wistar Institute, Philadelphia, Pennsylvania, United States of America
- * E-mail:
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Rasheed W, Bishton M, Johnstone RW, Prince HM. Histone deacetylase inhibitors in lymphoma and solid malignancies. Expert Rev Anticancer Ther 2014; 8:413-32. [DOI: 10.1586/14737140.8.3.413] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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37
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Litvinov IV, Cordeiro B, Fredholm S, Ødum N, Zargham H, Huang Y, Zhou Y, Pehr K, Kupper TS, Woetmann A, Sasseville D. Analysis of STAT4 expression in cutaneous T-cell lymphoma (CTCL) patients and patient-derived cell lines. Cell Cycle 2014; 13:2975-82. [PMID: 25486484 PMCID: PMC4614388 DOI: 10.4161/15384101.2014.947759] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2014] [Revised: 07/01/2014] [Accepted: 07/03/2014] [Indexed: 01/01/2023] Open
Abstract
Deregulation of STAT signaling has been implicated in the pathogenesis for a variety of cancers, including CTCL. Recent reports indicate that loss of STAT4 expression is an important prognostic marker for CTCL progression and is associated with the acquisition of T helper 2 cell phenotype by malignant cells. However, little is known about the molecular mechanism behind the downregulation of STAT4 in this cancer. In the current work we test the expression of STAT4 and STAT6 via RT-PCR and/or Western Blot in CTCL lesional skin samples and in immortalized patient-derived cell lines. In these malignant cell lines we correlate the expression of STAT4 and STAT6 with the T helper (Th) phenotype markers and test the effect of Histone Deacetylase (HDAC) inhibitors and siRNA-mediated knock down of miR-155 on STAT4 expression. Our findings demonstrate that STAT4 expression correlates with Th1 phenotype, while STAT6 is associated with the Th2 phenotype. Our results further document that STAT4 and STAT6 genes are inversely regulated in CTCL. Treatment with HDAC inhibitors upregulates STAT4 expression, while at the same time decreases STAT6 expression in MyLa cells. Also, siRNA-mediated knock down of miR-155 leads to upregulation in STAT4 expression in MyLa cells. In summary, our results suggest that loss of STAT4 expression and associated switch to Th2 phenotype during Mycosis Fungoides progression may be driven via aberrant histone acetylation and/or upregulation of oncogenic miR-155 microRNA.
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MESH Headings
- Cell Line, Tumor
- Depsipeptides/pharmacology
- Gene Expression Regulation, Neoplastic/drug effects
- Gene Knockdown Techniques
- Healthy Volunteers
- Histone Deacetylase Inhibitors/pharmacology
- Humans
- Hydroxamic Acids/pharmacology
- Inflammation/pathology
- Lymphoma, T-Cell, Cutaneous/immunology
- Lymphoma, T-Cell, Cutaneous/metabolism
- Lymphoma, T-Cell, Cutaneous/pathology
- MicroRNAs/genetics
- MicroRNAs/metabolism
- Phenotype
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- RNA, Small Interfering/metabolism
- STAT4 Transcription Factor/genetics
- STAT4 Transcription Factor/metabolism
- STAT6 Transcription Factor/genetics
- STAT6 Transcription Factor/metabolism
- Skin/pathology
- Skin Diseases/pathology
- T-Lymphocytes, Helper-Inducer/drug effects
- T-Lymphocytes, Helper-Inducer/immunology
- Up-Regulation/drug effects
- Vorinostat
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Affiliation(s)
- Ivan V Litvinov
- Division of Dermatology; McGill University Health Centre; Montréal, QC Canada
- These authors have contributed equally to this work
| | - Brendan Cordeiro
- Division of Dermatology; McGill University Health Centre; Montréal, QC Canada
- These authors have contributed equally to this work
| | - Simon Fredholm
- Department of International Health; Immunology and Microbiology; University of Copenhagen; Copenhagen, Denmark
- These authors have contributed equally to this work
| | - Niels Ødum
- Department of International Health; Immunology and Microbiology; University of Copenhagen; Copenhagen, Denmark
| | - Hanieh Zargham
- Division of Dermatology; McGill University Health Centre; Montréal, QC Canada
| | - Yuanshen Huang
- Department of Dermatology and Skin Science; University of British Columbia; Vancouver, BC Canada
| | - Youwen Zhou
- Department of Dermatology and Skin Science; University of British Columbia; Vancouver, BC Canada
| | - Kevin Pehr
- Division of Dermatology; McGill University Health Centre; Montréal, QC Canada
| | - Thomas S Kupper
- Harvard Skin Disease Research Center; Department of Dermatology; Brigham and Women's Hospital; Harvard University; Boston, MA USA
| | - Anders Woetmann
- Department of International Health; Immunology and Microbiology; University of Copenhagen; Copenhagen, Denmark
| | - Denis Sasseville
- Division of Dermatology; McGill University Health Centre; Montréal, QC Canada
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38
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Johnson VE, Vonderheid EC, Hess AD, Eischen CM, McGirt LY. Genetic markers associated with progression in early mycosis fungoides. J Eur Acad Dermatol Venereol 2013; 28:1431-5. [PMID: 24171863 DOI: 10.1111/jdv.12299] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2013] [Accepted: 09/19/2013] [Indexed: 12/12/2022]
Abstract
BACKGROUND Mycosis fungoides (MF) is a rare, but potentially devastating malignancy. It classically presents with cutaneous patches and plaques and can progress to tumours on the skin with lymph node, blood and visceral involvement. While most patients with MF have a relatively benign disease course, a subset of patients will develop progressive disease that is often fatal. OBJECTIVE The aim of this study was to identify genetic markers in early MF limited to the skin (stages IA-IIA) that distinguish those patients who will have progressive disease from those who will not, so that early appropriate treatment may be instituted. METHODS The study includes 18 patients who were diagnosed with early stage MF at the time of biopsy and had follow-up to determine which patients developed progressive disease. RNA was extracted from skin biopsy specimens and analysed for expression of CD3, FOXP3, IFNγ, Interleukin (IL)-4, IL-13, KIR3DL2, MICB, PLS3 and STAT4 by quantitative real-time polymerase chain reaction. RESULTS/CONCLUSIONS Reduced expression of FOXP3 and STAT4 and increased expression of IL-4 relative to CD3 expression levels were significantly associated with MF progression. Further studies will be needed to fully assess the usefulness of these genetic markers to predict disease progression and guide treatment options in patients diagnosed with early MF.
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Affiliation(s)
- V E Johnson
- Department of Medicine/Dermatology, Vanderbilt University Medical Center, Nashville, TN, USA
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Modlin IM, Drozdov I, Kidd M. The identification of gut neuroendocrine tumor disease by multiple synchronous transcript analysis in blood. PLoS One 2013; 8:e63364. [PMID: 23691035 PMCID: PMC3655166 DOI: 10.1371/journal.pone.0063364] [Citation(s) in RCA: 122] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2013] [Accepted: 04/01/2013] [Indexed: 12/21/2022] Open
Abstract
Gastroenteropancreatic (GEP) neuroendocrine neoplasms (NENs) are increasing in both incidence and prevalence. A delay in correct diagnosis is common for these lesions. This reflects the absence of specific blood biomarkers to detect NENs. Measurement of the neuroendocrine secretory peptide Chromogranin A (CgA) is used, but is a single value, is non-specific and assay data are highly variable. To facilitate tumor detection, we developed a multi-transcript molecular signature for PCR-based blood analysis. NEN transcripts were identified by computational analysis of 3 microarray datasets: NEN tissue (n = 15), NEN peripheral blood (n = 7), and adenocarcinoma (n = 363 tumors). The candidate gene signature was examined in 130 blood samples (NENs: n = 63) and validated in two independent sets (Set 1 [n = 115, NENs: n = 72]; Set 2 [n = 120, NENs: n = 58]). Comparison with CgA (ELISA) was undertaken in 176 samples (NENs: n = 81). 51 significantly elevated transcript markers were identified. Gene-based classifiers detected NENs in independent sets with high sensitivity (85–98%), specificity (93–97%), PPV (95–96%) and NPV (87–98%). The AUC for the NEN gene-based classifiers was 0.95–0.98 compared to 0.64 for CgA (Z-statistic 6.97–11.42, p<0.0001). Overall, the gene-based classifier was significantly (χ2 = 12.3, p<0.0005) more accurate than CgA. In a sub-analysis, pancreatic NENs and gastrointestinal NENs could be identified with similar efficacy (79–88% sensitivity, 94% specificity), as could metastases (85%). In patients with low CgA, 91% exhibited elevated transcript markers. A panel of 51 marker genes differentiates NENs from controls with a high PPV and NPV (>90%), identifies pancreatic and gastrointestinal NENs with similar efficacy, and confirms GEP-NENs when CgA levels are low. The panel is significantly more accurate than the CgA assay. This reflects its utility to identify multiple diverse biological components of NENs. Application of this sensitive and specific PCR-based blood test to NENs will allow accurate detection of disease, and potentially define disease progress enabling monitoring of treatment efficacy.
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Affiliation(s)
- Irvin M Modlin
- Department of Surgery, Yale University School of Medicine, New Haven, Connecticut, United States of America.
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40
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Use of PLS3, Twist, CD158k/KIR3DL2, and NKp46 gene expression combination for reliable Sézary syndrome diagnosis. Blood 2013; 121:1477-8. [PMID: 23429988 DOI: 10.1182/blood-2012-10-460535] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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41
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Harrison SJ, Bishton M, Bates SE, Grant S, Piekarz RL, Johnstone RW, Dai Y, Lee B, Araujo ME, Prince HM. A focus on the preclinical development and clinical status of the histone deacetylase inhibitor, romidepsin (depsipeptide, Istodax(®)). Epigenomics 2013; 4:571-89. [PMID: 23130838 DOI: 10.2217/epi.12.52] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Romidepsin (Istodax(®), depsipeptide, FR901228, FK228, NSC 630176) is a cyclic peptide, broad-spectrum, potent histone deacetylase inhibitor, with activity mainly against class I histone deacetylase enzymes. In this article, we give an overview of the putative modes of action, such as effects on gene expression, cell cycle regulation, apoptosis induction, DNA repair, protein acetylation and induction of autophagy. Romidepsin has mainly been developed as a therapy for hematologic malignancies and is approved by the US FDA for the treatment of cutaneous T-cell lymphomas. This report outlines the laboratory and clinical development of the compound as a single agent that has more recently been evaluated in combination with other anticancer therapeutics, such as proteasome inhibitors.
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Affiliation(s)
- Simon J Harrison
- Haematology Service, Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia
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42
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Gibson HM, Mishra A, Chan DV, Hake TS, Porcu P, Wong HK. Impaired proteasome function activates GATA3 in T cells and upregulates CTLA-4: relevance for Sézary syndrome. J Invest Dermatol 2012; 133:249-57. [PMID: 22951729 DOI: 10.1038/jid.2012.265] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Highly regulated expression of the negative costimulatory molecule cytotoxic T-lymphocyte antigen-4 (CTLA-4) on T cells modulates T-cell activation and proliferation. CTLA-4 is preferentially expressed in Th2 T cells, whose differentiation depends on the transcriptional regulator GATA3. Sézary syndrome (SS) is a T-cell malignancy characterized by Th2 cytokine skewing, impaired T-cell responses, and overexpression of GATA3 and CTLA-4. GATA3 is regulated by phosphorylation and ubiquitination. In SS cells, we detected increased polyubiquitinated proteins and activated GATA3. We hypothesized that proteasome dysfunction in SS T cells may lead to GATA3 and CTLA-4 overexpression. To test this hypothesis, we blocked proteasome function with bortezomib in normal T cells, and observed sustained GATA3 and CTLA-4 upregulation. The increased CTLA-4 was functionally inhibitory in a mixed lymphocyte reaction (MLR). GATA3 directly transactivated the CTLA-4 promoter, and knockdown of GATA3 messenger RNA and protein inhibited CTLA-4 induction mediated by bortezomib. Finally, knockdown of GATA3 in patient's malignant T cells suppressed CTLA-4 expression. Here we demonstrate a new T-cell regulatory pathway that directly links decreased proteasome degradation of GATA3, CTLA-4 upregulation, and inhibition of T-cell responses. We also demonstrate the requirement of the GATA3/CTLA-4 regulatory pathway in fresh neoplastic CD4+ T cells. Targeting of this pathway may be beneficial in SS and other CTLA-4-overexpressing T-cell neoplasms.
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Affiliation(s)
- Heather M Gibson
- Division of Dermatology, The Ohio State University, Columbus, OH, USA
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Inducible expression and pathophysiologic functions of T-plastin in cutaneous T-cell lymphoma. Blood 2012; 120:143-54. [PMID: 22627769 DOI: 10.1182/blood-2011-09-379156] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
A molecular feature of Sézary syndrome (SS) is the abnormal expression of T-plastin by malignant T cells. Herein, we investigated the molecular mechanisms involved in T-plastin synthesis and the functions of this actin-binding protein, with a special interest in chemoresistance and migration. We confirm the specific expression of T-plastin in peripheral blood lymphocytes (PBLs) from SS patients and its total absence in PBLs from patients with mycosis fungoides, inflammatory cutaneous or hematologic diseases, and from healthy volunteers. Only 3 of 4 SS patients did constitutively express T-plastin. To assess whether T-plastin expression was inducible, T-plastin-negative PBLs were stimulated by phorbol 12-myristate 13-acetate and ionomycin. Our results demonstrate that T-plastin synthesis was induced in negative PBLs from SS patients, other studied patients, and healthy volunteers. Both constitutive and calcium-induced T-plastin expression was down-regulated by calcineurin inhibitors and involved nuclear factor of activated T cells transcription pathway. Constitutive T-plastin expression in SS was associated with resistance to etoposide-induced apoptosis and cell migration toward chemokines (TARC/CCL17, IP-10). In conclusion, T-plastin is a marker restricted to malignant lymphocytes from SS patients and plays a role for cell survival and migration. This opens new strategies for the treatment of SS advanced stages.
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Regulation of T-plastin expression by promoter hypomethylation in primary cutaneous T-cell lymphoma. J Invest Dermatol 2012; 132:2042-9. [PMID: 22495182 DOI: 10.1038/jid.2012.106] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
T-plastin (PLS3) is an actin-bundling protein normally expressed in epithelial cells but absent in cells of hematopoietic origin. Aberrant PLS3 expression has been demonstrated in lymphocytes from Sézary syndrome (SS) patients and has been proposed as a biomarker for SS; however, the mechanism underlying dysregulation of PLS3 has not been determined. In this study, PLS3 mRNA expression was demonstrated in 21/35 (60%) SS patients and in 3/8 (38%) mycosis fungoides patients, all of whom had clonal blood involvement. No evidence for PLS3 mutations within coding or promoter regions was found, but significant hypomethylation of CpG dinucleotides 95-99 within the PLS3 CpG island was observed and this was restricted to the PLS3+ population. A polyclonal antibody specific to PLS3 was raised to examine coexpression of PLS3 with a panel of T-cell differentiation markers. All PLS3+ cells were CD3+CD4+ and CD26-, suggesting that loss of CD26 is consistently associated with gain of PLS3, whereas all other markers were distributed heterogeneously. However, a patient-specific TCR copy number assay also demonstrated heterogeneity in PLS3 expression in tumor cell populations. Importantly, our findings demonstrate PLS3 expression in the majority of SS patients and provide insight into the molecular regulation of PLS3 expression in CTCL.
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Wysocka M, Dawany N, Benoit B, Kossenkov AV, Troxel AB, Gelfand JM, Sell MK, Showe LC, Rook AH. Synergistic enhancement of cellular immune responses by the novel Toll receptor 7/8 agonist 3M-007 and interferon-γ: implications for therapy of cutaneous T-cell lymphoma. Leuk Lymphoma 2012; 52:1970-9. [PMID: 21942329 DOI: 10.3109/10428194.2011.582202] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Cutaneous T-cell lymphoma (CTCL) is responsive at all stages to immunotherapy. We determined whether a novel agonist for Toll-like receptor (TLR) 7/8 (3M-007) combined with either interferon-γ (IFN-γ) or interleukin-15 (IL-15) would enhance patients' immune responses in vitro. Our data demonstrate that IFN-γ or IL-15 in combination with 007 significantly increases patients' natural killer (NK) cytolytic activity against CTCL tumor cell lines and synergistically induces dendritic cell cytokines, compared to 007 alone. Microarray studies of gene expression of patients' peripheral blood mononuclear cells (PBMCs) primed with IFN-γ followed by stimulation with 007 identified significant up-regulation of the expression of IL-12 p35 (α-chain), IL-12 p40 (β-chain), and nine IFN-α genes. Importantly, the underlying mechanism of increased levels of IFN-α and IL-12 from combined treatment appears to involve IFN regulatory factor 8 (IRF-8). These results further support our hypothesis that combinations of biological modifiers activating different arms of the immune system may provide significant therapeutic benefits for patients with advanced CTCL.
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Affiliation(s)
- Maria Wysocka
- Department of Dermatology, University of Pennsylvania, Philadelphia, PA 19104, USA.
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46
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Chung Y, Lee YH, Zhang Y, Martin-Orozco N, Yamazaki T, Zhou D, Kang CY, Hwu P, Kwak LW, Dong C. T cells and T cell tumors efficiently generate antigen-specific cytotoxic T cell immunity when modified with an NKT ligand. Oncoimmunology 2012; 1:141-151. [PMID: 22720235 PMCID: PMC3376985 DOI: 10.4161/onci.1.2.18479] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Various Invariant NKT (iNKT) cell ligands have been shown as potent adjuvants in boosting T cell reactivates to antigens on professional APC. Non-professional APC, such as T cells, also co-expressing MHC class I and CD1d, have been unattractive cell vaccine carriers due to their poor immunogenicity. Here, we report that T cells as well as T cell lymphoma can efficiently generate antigen-specific cytotoxic T lymphocytes (CTL) responses in mice in vivo, when formulated to present iNKT ligand α-galactosylceramide (αGC) on their surface CD1d. Vaccination with αGC-pulsed EG-7 T-cell lymphoma induced tumor-specific CTL response and suppressed the growth of EG-7 in a CD8 T cell-dependent manner. Injection of αGC-loaded CD4 T cells in mice efficiently activated iNKT cells in vivo. While T cells loaded with a class I-restricted peptide induced proliferation but not effector differentiation of antigen-specific CD8 T cells, injection of T cells co-pulsed with αGC strongly induced IFNγ and Granzyme B expression in T cells and complete lysis of target cells in vivo. Presentation of αGC and peptide on the same cells was required for optimal CTL response and vaccinating T cells appeared to directly stimulate both iNKT and cytotoxic CD8 T cells. Of note, the generation of this cytotoxic T cell response was independent of IL-4, IFNγ, IL-12, IL-21 and costimulation. Our data indicate that iNKT cell can license a non-professional APC to directly trigger antigen-specific cytotoxic T cell responses, which provides an alternative cellular vaccine strategy against tumors.
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Affiliation(s)
- Yeonseok Chung
- Department of Immunology; Center for Cancer Immunology Research; University of Texas MD Anderson Cancer Center; Houston, TX USA ; Institute of Molecular Medicine; University of Texas Medical School; Houston, TX USA
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Wilcox RA. Cutaneous T-cell lymphoma: 2011 update on diagnosis, risk-stratification, and management. Am J Hematol 2011; 86:928-48. [PMID: 21990092 DOI: 10.1002/ajh.22139] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
DISEASE OVERVIEW Cutaneous T-cell lymphomas are a heterogenous group of T-cell lymphoproliferative disorders involving the skin, the majority of which may be classified as Mycosis fungoides (MF) or Sézary syndrome (SS). DIAGNOSIS The diagnosis of MF or SS requires the integration of clinical and histopathologic data. RISK-ADAPTED THERAPY Tumor, node, metastasis, and blood (TNMB) staging remains the most important prognostic factor in MF/SS and forms the basis for a "risk-adapted," multidisciplinary approach to treatment. For patients with disease limited to the skin, expectant management or skin-directed therapies is preferred, as both disease-specific and overall survival for these patients is favorable. In contrast, patients with advanced-stage disease with significant nodal, visceral, or blood involvement are generally approached with biologic-response modifiers, denileukin diftitox, and histone deacetylase inhibitors before escalating therapy to include systemic, single-agent chemotherapy. Multiagent chemotherapy may be used for those patients with extensive visceral involvement requiring rapid disease control. In highly-selected patients with disease refractory to standard treatments, allogeneic stem-cell transplantation may be considered.
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Affiliation(s)
- Ryan A Wilcox
- Department of Internal Medicine, Division of Hematology/Oncology, University of Michigan Cancer Center, Ann Arbor, 48109-5948, USA. rywilcox@med. umich.edu
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48
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Kotsianidis I, Nakou E, Spanoudakis E, Bouchliou I, Moustakidis E, Miltiades P, Vadikolia CM, Szydlo R, Karadimitris A, Tsatalas C. The diagnostic value of CD1d expression in a large cohort of patients with B-cell chronic lymphoproliferative disorders. Am J Clin Pathol 2011; 136:400-8. [PMID: 21846915 DOI: 10.1309/ajcp2f2doxotxhza] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022] Open
Abstract
Immunophenotyping is indispensable in the differential diagnosis of B-cell chronic lymphoproliferative disorders (B-CLPDs). However, B-CLPDs often show overlapping immunophenotypic profiles and may be diagnostically challenging. CD1d is an HLA class I-like molecule that presents glycolipids to invariant natural killer T cells. Normal mature B cells constitutively express CD1d, but with the exception of some conflicting data, its expression in B-CLPDs is unknown. We demonstrate that in 222 B-CLPD cases, CD1d expression of less than 45% is strongly predictive of CLL (likelihood ratio, 32.3; specificity, 97.4%; sensitivity, 84.1%). In addition, CD1d showed significantly higher staining intensity in splenic marginal zone lymphoma compared with atypical hairy cell leukemia, lymphoplasmacytic lymphoma, and mantle cell lymphoma, thus allowing the discrimination of the former from the latter immunophenotypically overlapping B-CLPDs. It is important to note that in a given patient, CD1d expression on malignant B cells was similar between tissues and remained unaffected by disease stage and treatment status. Our findings strongly argue for the incorporation of CD1d into routine lymphoma panels.
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Affiliation(s)
- Ioannis Kotsianidis
- Department of Hematology, Democritus University of Thrace Medical School, Alexandroupolis, Greece
| | - Evangelia Nakou
- Department of Hematology, Democritus University of Thrace Medical School, Alexandroupolis, Greece
| | - Emmanouil Spanoudakis
- Department of Hematology, Democritus University of Thrace Medical School, Alexandroupolis, Greece
| | - Irene Bouchliou
- Department of Hematology, Democritus University of Thrace Medical School, Alexandroupolis, Greece
| | - Eleytherios Moustakidis
- Department of Hematology, Democritus University of Thrace Medical School, Alexandroupolis, Greece
| | - Paraskevi Miltiades
- Department of Hematology, Democritus University of Thrace Medical School, Alexandroupolis, Greece
| | - Chrisa M. Vadikolia
- Department of Hematology, Democritus University of Thrace Medical School, Alexandroupolis, Greece
| | - Richard Szydlo
- Department of Haematology, Hammersmith Hospital, Imperial College London, London, England
| | | | - Costas Tsatalas
- Department of Hematology, Democritus University of Thrace Medical School, Alexandroupolis, Greece
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Exley MA, Lynch L, Varghese B, Nowak M, Alatrakchi N, Balk SP. Developing understanding of the roles of CD1d-restricted T cell subsets in cancer: reversing tumor-induced defects. Clin Immunol 2011; 140:184-95. [PMID: 21646050 PMCID: PMC3143311 DOI: 10.1016/j.clim.2011.04.017] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2011] [Revised: 04/20/2011] [Accepted: 04/21/2011] [Indexed: 12/22/2022]
Abstract
Invariant natural killer T-cells ('iNKT') are the best-known CD1d-restricted T-cells, with recently-defined roles in controlling adaptive immunity. CD1d-restricted T-cells can rapidly produce large amounts of Th1 and/or Th2//Treg/Th17-type cytokines, thereby regulating immunity. iNKT can stimulate potent anti-tumor immune responses via production of Th1 cytokines, direct cytotoxicity, and activation of effectors. However, Th2//Treg-type iNKT can inhibit anti-tumor activity. Furthermore, iNKT are decreased and/or reversibly functionally impaired in many advanced cancers. In some cases, CD1d-restricted T-cell cancer defects can be traced to CD1d(+) tumor interactions, since hematopoietic, prostate, and some other tumors can express CD1d. Ligand and IL-12 can reverse iNKT defects and therapeutic opportunities exist in correcting such defects alone and in combination. Early stage clinical trials have shown potential for reconstitution of iNKT IFN-gamma responses and evidence of activity in a subset of patients, with rational new approaches to capitalize on this progress ongoing, as will be discussed here.
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Affiliation(s)
- Mark A Exley
- Department of Medicine, Division of Hematology/Oncology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.
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50
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Overview of Histone Deacetylase Inhibitors in Haematological Malignancies. Pharmaceuticals (Basel) 2010; 3:2674-2688. [PMID: 27713371 PMCID: PMC4033944 DOI: 10.3390/ph3082674] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2010] [Revised: 08/12/2010] [Accepted: 08/13/2010] [Indexed: 12/01/2022] Open
Abstract
Histone deacetylase inhibitors (HDACi) can induce hyperacetylation of both histone and non-histone target resulting in epigenetic reprogramming and altered activity, stability and localisation of non-histone proteins to ultimately mediate diverse biological effects on cancer cells and their microenvironment. Clinical trials have demonstrated single agent HDACi to have activity in hematological malignancies, in particular T-cell lymphoma and Hodgkin lymphoma. Combination strategies with standard therapies based on pre-clinical data are being employed with significant success due to their excellent side effect profile. Correlative studies will provide valuable information on the sub-groups of patients more likely to respond or be resistant to HDACi therapy, while long-term monitoring for toxicities is also needed.
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