The Use of Transcriptional Profiling to Improve Personalized Diagnosis and Management of Cutaneous T-cell Lymphoma (CTCL)

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. Clin Cancer Res; 21(12); 2820–9. ©2015 AACR.

[1]  D. Risser,et al.  Identification of geographic clustering and regions spared by cutaneous T‐cell lymphoma in Texas using 2 distinct cancer registries , 2015, Cancer.

[2]  D. Sasseville,et al.  Analysis of STAT4 expression in cutaneous T-cell lymphoma (CTCL) patients and patient-derived cell lines , 2014, Cell cycle.

[3]  R. Mahato,et al.  Efficacy of gemcitabine conjugated and miRNA-205 complexed micelles for treatment of advanced pancreatic cancer. , 2014, Biomaterials.

[4]  A. MacLeod,et al.  Skin-Resident T Cells Sense Ultraviolet Radiation–Induced Injury and Contribute to DNA Repair , 2014, The Journal of Immunology.

[5]  J. Olsen,et al.  B-lymphoid tyrosine kinase (Blk) is an oncogene and a potential target for therapy with dasatinib in cutaneous T-cell lymphoma (CTCL) , 2014, Leukemia.

[6]  D. Sasseville,et al.  Thymocyte selection-associated high mobility group box gene (TOX) is aberrantly over-expressed in mycosis fungoides and correlates with poor prognosis , 2014, Oncotarget.

[7]  D. Sasseville,et al.  Ectopic Expression of Cancer–Testis Antigens in Cutaneous T-cell Lymphoma Patients , 2014, Clinical Cancer Research.

[8]  S. Horwitz,et al.  Primary cutaneous T-cell lymphoma (mycosis fungoides and Sézary syndrome): part I. Diagnosis: clinical and histopathologic features and new molecular and biologic markers. , 2014, Journal of the American Academy of Dermatology.

[9]  S. Horwitz,et al.  Primary cutaneous T-cell lymphoma (mycosis fungoides and Sézary syndrome): part II. Prognosis, management, and future directions. , 2014, Journal of the American Academy of Dermatology.

[10]  S. Leibundgut-Landmann,et al.  IL-17 regulates systemic fungal immunity by controlling the functional competence of NK cells. , 2014, Immunity.

[11]  B. Dulmage,et al.  Lessons learned from gene expression profiling of cutaneous T‐cell lymphoma , 2013, The British journal of dermatology.

[12]  M. Nykter,et al.  Cancer genome sequencing: understanding malignancy as a disease of the genome, its conformation, and its evolution. , 2013, Cancer letters.

[13]  M. Weinstock,et al.  Changing incidence trends of cutaneous T-cell lymphoma. , 2013, JAMA dermatology.

[14]  J. Scarisbrick,et al.  A cutaneous lymphoma international prognostic index (CLIPi) for mycosis fungoides and Sezary syndrome. , 2013, European journal of cancer.

[15]  D. Sasseville,et al.  Elucidating the role of interleukin-17F in cutaneous T-cell lymphoma. , 2013, Blood.

[16]  T. Litman,et al.  STAT5-mediated expression of oncogenic miR-155 in cutaneous T-cell lymphoma , 2013, Cell cycle.

[17]  Y. Tada,et al.  Association of nerve growth factor, chemokine (C-C motif) ligands and immunoglobulin E with pruritus in cutaneous T-cell lymphoma. , 2013, Acta dermato-venereologica.

[18]  D. Sasseville,et al.  Loss of BCL7A expression correlates with poor disease prognosis in patients with early-stage cutaneous T-cell lymphoma , 2013, Leukemia & lymphoma.

[19]  Y. Tada,et al.  Increased CCL18 expression in patients with cutaneous T‐cell lymphoma: association with disease severity and prognosis , 2013, Journal of the European Academy of Dermatology and Venereology : JEADV.

[20]  D. Sasseville,et al.  The role of AHI1 and CDKN1C in cutaneous T‐cell lymphoma progression , 2012, Experimental dermatology.

[21]  James J. Campbell,et al.  Human Anti-CCR4 Minibody Gene Transfer for the Treatment of Cutaneous T-Cell Lymphoma , 2012, PloS one.

[22]  R. Willemze,et al.  A meta-analysis of gene expression data identifies a molecular signature characteristic for tumor-stage mycosis fungoides. , 2012, The Journal of investigative dermatology.

[23]  Wei Wei,et al.  Long-term Outcomes of 1,263 Patients with Mycosis Fungoides and Sézary Syndrome from 1982 to 2009 , 2012, Clinical Cancer Research.

[24]  M. Martinka,et al.  Molecular markers of early-stage mycosis fungoides. , 2012, The Journal of investigative dermatology.

[25]  D. Jarrossay,et al.  Pathogen-induced human TH17 cells produce IFN-γ or IL-10 and are regulated by IL-1β , 2012, Nature.

[26]  Y. Tada,et al.  IL-22, but Not IL-17, Dominant Environment in Cutaneous T-cell Lymphoma , 2011, Clinical Cancer Research.

[27]  C. Geisler,et al.  Malignant cutaneous T-cell lymphoma cells express IL-17 utilizing the Jak3/Stat3 signaling pathway. , 2011, The Journal of investigative dermatology.

[28]  L. van der Fits,et al.  MicroRNA-21 expression in CD4+ T cells is regulated by STAT3 and is pathologically involved in Sézary syndrome. , 2011, The Journal of investigative dermatology.

[29]  J. Scarisbrick,et al.  Survival outcomes and prognostic factors in mycosis fungoides/Sézary syndrome: validation of the revised International Society for Cutaneous Lymphomas/European Organisation for Research and Treatment of Cancer staging proposal. , 2010, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[30]  Michael A McDevitt,et al.  Acute myeloid leukemia is characterized by Wnt pathway inhibitor promoter hypermethylation , 2010, Leukemia & lymphoma.

[31]  James J. Campbell,et al.  Sezary syndrome and mycosis fungoides arise from distinct T-cell subsets: a biologic rationale for their distinct clinical behaviors. , 2010, Blood.

[32]  D. Sasseville,et al.  Transcriptional Profiles Predict Disease Outcome in Patients with Cutaneous T-Cell Lymphoma , 2010, Clinical Cancer Research.

[33]  R. Kurzrock,et al.  Poor prognosis in non-Caucasian patients with early-onset mycosis fungoides. , 2009, Journal of the American Academy of Dermatology.

[34]  B. Dallapiccola,et al.  Array‐based comparative genomic hybridization in early‐stage mycosis fungoides: Recurrent deletion of tumor suppressor genes BCL7A, SMAC/DIABLO, and RHOF , 2008, Genes, chromosomes & cancer.

[35]  A. J. Wilson,et al.  Immune Function Abnormalities in Peripheral Blood Mononuclear Cell Cytokine Expression Differentiates Stages of Cutaneous T-Cell Lymphoma/Mycosis Fungoides , 2008, Clinical Cancer Research.

[36]  Stefano Monti,et al.  Lesional gene expression profiling in cutaneous T-cell lymphoma reveals natural clusters associated with disease outcome. , 2007, Blood.

[37]  Nicola Pimpinelli,et al.  Revisions to the staging and classification of mycosis fungoides and Sezary syndrome: a proposal of the International Society for Cutaneous Lymphomas (ISCL) and the cutaneous lymphoma task force of the European Organization of Research and Treatment of Cancer (EORTC). , 2007, Blood.

[38]  M. Weinstock,et al.  Incidence of cutaneous T-cell lymphoma in the United States, 1973-2002. , 2007, Archives of dermatology.

[39]  F. Prósper,et al.  Epigenetic regulation of Wnt-signaling pathway in acute lymphoblastic leukemia. , 2007, Blood.

[40]  F. V. Van Dolah,et al.  Microarray validation: factors influencing correlation between oligonucleotide microarrays and real-time PCR , 2006, Biological Procedures Online.

[41]  J. Pedrosa,et al.  Cutting Edge: IFN-γ Regulates the Induction and Expansion of IL-17-Producing CD4 T Cells during Mycobacterial Infection1 , 2006, The Journal of Immunology.

[42]  Malik Yousef,et al.  Quantitative PCR on 5 genes reliably identifies CTCL patients with 5% to 99% circulating tumor cells with 90% accuracy. , 2006, Blood.

[43]  Remco Dijkman,et al.  Epigenetic profiling of cutaneous T-cell lymphoma: promoter hypermethylation of multiple tumor suppressor genes including BCL7a, PTPRG, and p73. , 2005, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[44]  Nicola Pimpinelli,et al.  WHO-EORTC classification for cutaneous lymphomas. , 2005, Blood.

[45]  M. Feinmesser,et al.  Familial mycosis fungoides: report of 6 kindreds and a study of the HLA system. , 2005, Journal of the American Academy of Dermatology.

[46]  E. Tartour,et al.  Expression and activity of IL‐17 in cutaneous T‐cell lymphomas (mycosis fungoides and sezary syndrome) , 2004, International journal of cancer.

[47]  T. Waldmann,et al.  Interleukin-2 receptor-directed therapies for cutaneous lymphomas. , 2003, Hematology/oncology clinics of North America.

[48]  S. Sealfon,et al.  Focused microarray analysis. , 2003, Methods.

[49]  Stephen M. Hewitt,et al.  Post-analysis follow-up and validation of microarray experiments , 2002, Nature Genetics.

[50]  L. Medeiros,et al.  Clonal heterogeneity in mycosis fungoides and its relationship to clinical course. , 2002, Blood.

[51]  F. Speleman,et al.  Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes , 2002, Genome Biology.

[52]  T. Teesalu,et al.  Epithelial V-like Antigen (EVA), a Novel Member of the Immunoglobulin Superfamily, Expressed in Embryonic Epithelia with a Potential Role as Homotypic Adhesion Molecule in Thymus Histogenesis , 1998, The Journal of cell biology.

[53]  E. Zabarovsky,et al.  Cloning of two candidate tumor suppressor genes within a 10 kb region on chromosome 13q14, frequently deleted in chronic lymphocytic leukemia , 1997, Oncogene.

[54]  N. Mantel Evaluation of survival data and two new rank order statistics arising in its consideration. , 1966, Cancer chemotherapy reports.

[55]  B. Thiers Revisions to the staging and classification of mycosis fungoides and Sézary syndrome: a proposal of the International Society for Cutaneous Lymphomas (ISCL) and the cutaneous lymphoma task force of the European Organization of Research and Treatment of Cancer (EORTC) , 2008 .

[56]  P. Hazen,et al.  Hodgkin's disease and mycosis fungoides in a married couple. , 1977, Dermatologica.