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Lalonde E, Li D, Ewens K, Shields CL, Ganguly A. Genome-Wide Methylation Patterns in Primary Uveal Melanoma: Development of MethylSig-UM, an Epigenomic Prognostic Signature to Improve Patient Stratification. Cancers (Basel) 2024; 16:2650. [PMID: 39123378 PMCID: PMC11312132 DOI: 10.3390/cancers16152650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Revised: 07/22/2024] [Accepted: 07/23/2024] [Indexed: 08/12/2024] Open
Abstract
Despite studies highlighting the prognostic utility of DNA methylation in primary uveal melanoma (pUM), it has not been translated into a clinically useful tool. We sought to define a methylation signature to identify newly diagnosed individuals at high risk for developing metastasis. Methylation profiling was performed on 41 patients with pUM with stage T2-T4 and at least three years of follow-up using the Illumina Infinium HumanMethylation450K BeadChip (N = 24) and the EPIC BeadChip (N = 17). Findings were validated in the TCGA cohort with known metastatic outcome (N = 69). Differentially methylated probes were identified in patients who developed metastasis. Unsupervised consensus clustering revealed three epigenomic subtypes associated with metastasis. To identify a prognostic signature, recursive feature elimination and random forest models were utilized within repeated cross-validation iterations. The 250 most commonly selected probes comprised the final signature, named MethylSig-UM. MethylSig-UM could distinguish individuals with pUM at diagnosis who develop future metastasis with an area under the curve of ~81% in the independent validation cohort, and remained significant in Cox proportional hazard models when combined with clinical features and established genomic biomarkers. Altered expression of immune-modulating genes were detected in MethylSig-UM positive tumors, providing clues for pUM resistance to immunotherapy. The MethylSig-UM model is available to enable additional validation in larger cohort sizes including T1 tumors.
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Affiliation(s)
- Emilie Lalonde
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Pathology and Laboratory Medicine, Schulich School Medicine & Dentistry, Western University, London, ON N6A 5C1, Canada
| | - Dong Li
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Kathryn Ewens
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Carol L. Shields
- Oncology Services, Wills Eye Hospital, Thomas Jefferson University, Philadelphia, PA 19144, USA
| | - Arupa Ganguly
- Department of Pathology and Laboratory Medicine, Schulich School Medicine & Dentistry, Western University, London, ON N6A 5C1, Canada
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Păsărică MA, Curcă PF, Dragosloveanu CDM, Grigorescu AC, Nisipașu CI. Pathological and Molecular Diagnosis of Uveal Melanoma. Diagnostics (Basel) 2024; 14:958. [PMID: 38732371 PMCID: PMC11083017 DOI: 10.3390/diagnostics14090958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 04/26/2024] [Accepted: 04/30/2024] [Indexed: 05/13/2024] Open
Abstract
(1) Background: Uveal melanoma (UM) is a common malignant intraocular tumor that presents with significant genetic differences to cutaneous melanoma and has a high genetic burden in terms of prognosis. (2) Methods: A systematic literature search of several repositories on uveal melanoma diagnosis, prognosis, molecular analysis, and treatment was conducted. (3) Results: Recent genetic understanding of oncogene-initiation mutations in GNAQ, GNA11, PLCB4, and CYSLTR2 and secondary progression drivers of BAP1 inactivation and SF3B1 and EIF1AX mutations offers an appealing explanation to the high prognostic impact of adding genetic profiling to clinical UM classification. Genetic information could help better explain peculiarities in uveal melanoma, such as the low long-term survival despite effective primary tumor treatment, the overwhelming propensity to metastasize to the liver, and possibly therapeutic behaviors. (4) Conclusions: Understanding of uveal melanoma has improved step-by-step from histopathology to clinical classification to more recent genetic understanding of oncogenic initiation and progression.
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Affiliation(s)
- Mihai Adrian Păsărică
- Clinical Department of Ophthalmology, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (M.A.P.); (C.D.M.D.)
- Department of Ophthalmology, Clinical Hospital for Ophthalmological Emergencies, 010464 Bucharest, Romania
| | - Paul Filip Curcă
- Clinical Department of Ophthalmology, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (M.A.P.); (C.D.M.D.)
- Department of Ophthalmology, Clinical Hospital for Ophthalmological Emergencies, 010464 Bucharest, Romania
| | - Christiana Diana Maria Dragosloveanu
- Clinical Department of Ophthalmology, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (M.A.P.); (C.D.M.D.)
- Department of Ophthalmology, Clinical Hospital for Ophthalmological Emergencies, 010464 Bucharest, Romania
| | | | - Cosmin Ionuț Nisipașu
- Department of Dental Medicine I, Implant-Prosthetic Therapy, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania;
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3
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Gelmi MC, Jager MJ. Uveal melanoma: Current evidence on prognosis, treatment and potential developments. Asia Pac J Ophthalmol (Phila) 2024; 13:100060. [PMID: 38641203 DOI: 10.1016/j.apjo.2024.100060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 04/11/2024] [Accepted: 04/11/2024] [Indexed: 04/21/2024] Open
Abstract
Uveal Melanoma (UM) is a rare disease, yet it is the most common primary intraocular malignancy in adult patients. Despite continuous advancements and research, the risk of metastasis remains high. It is possible to stratify patients according to their risk of metastases using a variety of known risk factors. Even though there is no gold standard for the prognostication of patients with uveal melanoma, it is becoming increasingly clear that combining histo-pathological, patient-related and molecular prognostic markers allows a more accurate prediction of the metastatic risk than by using one parameter. Primary UM in the eye are treated very effectively with eye-sparing radiation-based techniques or enucleation. However, it is not yet possible to prevent or treat metastases with the current therapeutic options. Nonetheless, the efforts to find new therapeutic targets continue and progress is being made, especially in the field of targeted therapy, as exemplified by the anti-gp100 bispecific molecule Tebentafusp. This review delves into the history of uveal melanoma, its incidence, presentation and diagnosis, the known prognostic factors and the treatment options, both for the primary tumour and for metastases. We show that different populations may have different risks for developing UM, and that each country should evaluate their own patients.
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Affiliation(s)
- Maria Chiara Gelmi
- Department of Ophthalmology, Leiden University Medical Center, Leiden, the Netherlands
| | - Martine J Jager
- Department of Ophthalmology, Leiden University Medical Center, Leiden, the Netherlands.
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Tsimpaki T, Anastasova R, Liu H, Seitz B, Bechrakis NE, Berchner-Pfannschmidt U, Kraemer MM, Fiorentzis M. Calcium Electroporation versus Electrochemotherapy with Bleomycin in an In Vivo CAM-Based Uveal Melanoma Xenograft Model. Int J Mol Sci 2024; 25:938. [PMID: 38256012 PMCID: PMC10815639 DOI: 10.3390/ijms25020938] [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: 11/29/2023] [Revised: 01/05/2024] [Accepted: 01/09/2024] [Indexed: 01/24/2024] Open
Abstract
Despite recent advancements in the diagnosis and treatment of uveal melanoma (UM), its metastatic rate remains high and is accompanied by a highly dismal prognosis, constituting an unmet need for the development of novel adjuvant therapeutic strategies. We established an in vivo chick chorioallantoic membrane (CAM)-based UM xenograft model from UPMD2 and UPMM3 cell lines to examine its feasibility for the improvement of selection of drug candidates. The efficacy of calcium electroporation (CaEP) with 5 or 10 mM calcium chloride (Ca) and electrochemotherapy (ECT) with 1 or 2.5 µg/mL bleomycin in comparison to monotherapy with the tested drug or electroporation (EP) alone was investigated on the generated UM tumors. CaEP and ECT showed a similar reduction of proliferation and melanocytic expansion with a dose-dependent effect for bleomycin, whereas CaEP induced a significant increase of the apoptosis and a reduction of vascularization with varying sensitivity for the two xenograft types. Our in vivo results suggest that CaEP and ECT may facilitate the adequate local tumor control and contribute to the preservation of the bulbus, potentially opening new horizons in the adjuvant treatment of advanced UM.
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Affiliation(s)
- Theodora Tsimpaki
- Department of Ophthalmology, University Hospital Essen, University of Duisburg-Essen, Hufeland Str. 55, 45147 Essen, Germany; (T.T.); (R.A.); (H.L.); (N.E.B.); (U.B.-P.); (M.M.K.)
| | - Ralitsa Anastasova
- Department of Ophthalmology, University Hospital Essen, University of Duisburg-Essen, Hufeland Str. 55, 45147 Essen, Germany; (T.T.); (R.A.); (H.L.); (N.E.B.); (U.B.-P.); (M.M.K.)
| | - Hongtao Liu
- Department of Ophthalmology, University Hospital Essen, University of Duisburg-Essen, Hufeland Str. 55, 45147 Essen, Germany; (T.T.); (R.A.); (H.L.); (N.E.B.); (U.B.-P.); (M.M.K.)
| | - Berthold Seitz
- Department of Ophthalmology, Saarland University Medical Center, Kirrberger Str. 100, 66421 Homburg, Germany;
| | - Nikolaos E. Bechrakis
- Department of Ophthalmology, University Hospital Essen, University of Duisburg-Essen, Hufeland Str. 55, 45147 Essen, Germany; (T.T.); (R.A.); (H.L.); (N.E.B.); (U.B.-P.); (M.M.K.)
| | - Utta Berchner-Pfannschmidt
- Department of Ophthalmology, University Hospital Essen, University of Duisburg-Essen, Hufeland Str. 55, 45147 Essen, Germany; (T.T.); (R.A.); (H.L.); (N.E.B.); (U.B.-P.); (M.M.K.)
| | - Miriam M. Kraemer
- Department of Ophthalmology, University Hospital Essen, University of Duisburg-Essen, Hufeland Str. 55, 45147 Essen, Germany; (T.T.); (R.A.); (H.L.); (N.E.B.); (U.B.-P.); (M.M.K.)
| | - Miltiadis Fiorentzis
- Department of Ophthalmology, University Hospital Essen, University of Duisburg-Essen, Hufeland Str. 55, 45147 Essen, Germany; (T.T.); (R.A.); (H.L.); (N.E.B.); (U.B.-P.); (M.M.K.)
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Huth T, Dreher EC, Lemke S, Fritzsche S, Sugiyanto RN, Castven D, Ibberson D, Sticht C, Eiteneuer E, Jauch A, Pusch S, Albrecht T, Goeppert B, Candia J, Wang XW, Ji J, Marquardt JU, Nahnsen S, Schirmacher P, Roessler S. Chromosome 8p engineering reveals increased metastatic potential targetable by patient-specific synthetic lethality in liver cancer. SCIENCE ADVANCES 2023; 9:eadh1442. [PMID: 38134284 PMCID: PMC10745716 DOI: 10.1126/sciadv.adh1442] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 11/22/2023] [Indexed: 12/24/2023]
Abstract
Large-scale chromosomal aberrations are prevalent in human cancer, but their function remains poorly understood. We established chromosome-engineered hepatocellular carcinoma cell lines using CRISPR-Cas9 genome editing. A 33-mega-base pair region on chromosome 8p (chr8p) was heterozygously deleted, mimicking a frequently observed chromosomal deletion. Using this isogenic model system, we delineated the functional consequences of chr8p loss and its impact on metastatic behavior and patient survival. We found that metastasis-associated genes on chr8p act in concert to induce an aggressive and invasive phenotype characteristic for chr8p-deleted tumors. Genome-wide CRISPR-Cas9 viability screening in isogenic chr8p-deleted cells served as a powerful tool to find previously unidentified synthetic lethal targets and vulnerabilities accompanying patient-specific chromosomal alterations. Using this target identification strategy, we showed that chr8p deletion sensitizes tumor cells to targeting of the reactive oxygen sanitizing enzyme Nudix hydrolase 17. Thus, chromosomal engineering allowed for the identification of novel synthetic lethalities specific to chr8p loss of heterozygosity.
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Affiliation(s)
- Thorben Huth
- Heidelberg University, Medical Faculty, Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Emely C. Dreher
- Heidelberg University, Medical Faculty, Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Steffen Lemke
- Quantitative Biology Center (QBiC), University of Tübingen, 72076 Tübingen, Germany
- Department of Peptide-based Immunotherapy, University and University Hospital Tübingen, 72076 Tübingen, Germany
- Institute for Cell Biology, Department of Immunology, University of Tübingen, 72076 Tübingen, Germany
- Cluster of Excellence iFIT (EXC2180) “Image-Guided and Functionally Instructed Tumor Therapies”, University of Tübingen, 72076 Tübingen, Germany
| | - Sarah Fritzsche
- Heidelberg University, Medical Faculty, Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Raisatun N. Sugiyanto
- Heidelberg University, Medical Faculty, Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Darko Castven
- Department of Medicine I, University Medical Center Schleswig Holstein, 23538 Lübeck, Germany
| | - David Ibberson
- Deep Sequencing Core Facility, CellNetworks Excellence Cluster, Heidelberg University, 69120 Heidelberg, Germany
| | - Carsten Sticht
- NGS Core Facility, Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany
| | - Eva Eiteneuer
- Heidelberg University, Medical Faculty, Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Anna Jauch
- Institute of Human Genetics, Heidelberg University, 69120 Heidelberg, Germany
| | - Stefan Pusch
- Department of Neuropathology, Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Thomas Albrecht
- Heidelberg University, Medical Faculty, Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Benjamin Goeppert
- Heidelberg University, Medical Faculty, Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
- Institute of Tissue Medicine and Pathology, University of Bern, 3008 Bern, Switzerland
- Institute of Pathology and Neuropathology, RKH Klinikum Ludwigsburg, 71640 Ludwigsburg, Germany
| | - Julián Candia
- Longitudinal Studies Section, Translational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Xin Wei Wang
- Laboratory of Human Carcinogenesis and Liver Cancer Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Junfang Ji
- The MOE Key Laboratory of Biosystems Homeostasis & Protection, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, and Innovation Center for Cell Signaling Network, Life Sciences Institute, Zhejiang University, Hangzhou 310058, China
| | - Jens U. Marquardt
- Department of Medicine I, University Medical Center Schleswig Holstein, 23538 Lübeck, Germany
| | - Sven Nahnsen
- Quantitative Biology Center (QBiC), University of Tübingen, 72076 Tübingen, Germany
- Cluster of Excellence iFIT (EXC2180) “Image-Guided and Functionally Instructed Tumor Therapies”, University of Tübingen, 72076 Tübingen, Germany
- Biomedical Data Science, Department of Computer Science, University of Tübingen, 72076 Tübingen, Germany
- The M3 Research Center, University of Tübingen, 72076 Tübingen, Germany
| | - Peter Schirmacher
- Heidelberg University, Medical Faculty, Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Stephanie Roessler
- Heidelberg University, Medical Faculty, Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
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Gelmi MC, Gezgin G, van der Velden PA, Luyten GPM, Luk SJ, Heemskerk MHM, Jager MJ. PRAME Expression: A Target for Cancer Immunotherapy and a Prognostic Factor in Uveal Melanoma. Invest Ophthalmol Vis Sci 2023; 64:36. [PMID: 38149971 PMCID: PMC10755595 DOI: 10.1167/iovs.64.15.36] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 11/15/2023] [Indexed: 12/28/2023] Open
Abstract
Purpose Uveal melanoma (UM) is a rare disease with a high mortality, and new therapeutic options are being investigated. Preferentially Expressed Antigen in Melanoma (PRAME) is a cancer testis antigen, expressed in the testis, but also in cancers, including uveal melanoma. PRAME is considered a target for immune therapy in several cancers, and PRAME-specific T cell clones have been shown to kill UM cells. Methods We studied the literature on PRAME expression in hematological and solid malignancies, including UM, and its role as a target for immunotherapy. The distribution of tumor features was compared between PRAME-high and PRAME-low UM in a 64-patient cohort from the Leiden University Medical Center (LUMC) and in the Cancer Genome Atlas (TCGA) cohort of 80 cases and differential gene expression analysis was performed in the LUMC cohort. Results PRAME is expressed in many malignancies, it is frequently associated with a negative prognosis, and can be the target of T cell receptor (TCR)-transduced T cells, a promising treatment option with high avidity and safety. In UM, PRAME is expressed in 26% to 45% of cases and is correlated with a worse prognosis. In the LUMC and the TCGA cohorts, high PRAME expression was associated with larger diameter, higher Tumor-Node-Metastasis (TNM) stage, more frequent gain of chromosome 8q, and an inflammatory phenotype. Conclusions We confirm that PRAME is associated with poor prognosis in UM and has a strong connection with extra copies of 8q. We show that PRAME-specific immunotherapy in an adjuvant setting is promising in treatment of malignancies, including UM.
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Affiliation(s)
- Maria Chiara Gelmi
- Department of Ophthalmology, Leiden University Medical Center, Leiden, The Netherlands
| | - Gulçin Gezgin
- Department of Ophthalmology, Leiden University Medical Center, Leiden, The Netherlands
| | | | | | - Sietse J. Luk
- Department of Hematology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Martine J. Jager
- Department of Ophthalmology, Leiden University Medical Center, Leiden, The Netherlands
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Barbagallo C, Stella M, Broggi G, Russo A, Caltabiano R, Ragusa M. Genetics and RNA Regulation of Uveal Melanoma. Cancers (Basel) 2023; 15:775. [PMID: 36765733 PMCID: PMC9913768 DOI: 10.3390/cancers15030775] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 01/20/2023] [Accepted: 01/23/2023] [Indexed: 01/28/2023] Open
Abstract
Uveal melanoma (UM) is the most common intraocular malignant tumor and the most frequent melanoma not affecting the skin. While the rate of UM occurrence is relatively low, about 50% of patients develop metastasis, primarily to the liver, with lethal outcome despite medical treatment. Notwithstanding that UM etiopathogenesis is still under investigation, a set of known mutations and chromosomal aberrations are associated with its pathogenesis and have a relevant prognostic value. The most frequently mutated genes are BAP1, EIF1AX, GNA11, GNAQ, and SF3B1, with mutually exclusive mutations occurring in GNAQ and GNA11, and almost mutually exclusive ones in BAP1 and SF3B1, and BAP1 and EIF1AX. Among chromosomal aberrations, monosomy of chromosome 3 is the most frequent, followed by gain of chromosome 8q, and full or partial loss of chromosomes 1 and 6. In addition, epigenetic mechanisms regulated by non-coding RNAs (ncRNA), namely microRNAs and long non-coding RNAs, have also been investigated. Several papers investigating the role of ncRNAs in UM have reported that their dysregulated expression affects cancer-related processes in both in vitro and in vivo models. This review will summarize current findings about genetic mutations, chromosomal aberrations, and ncRNA dysregulation establishing UM biology.
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Affiliation(s)
- Cristina Barbagallo
- Department of Biomedical and Biotechnological Sciences—Section of Biology and Genetics, University of Catania, 95123 Catania, Italy
| | - Michele Stella
- Department of Biomedical and Biotechnological Sciences—Section of Biology and Genetics, University of Catania, 95123 Catania, Italy
| | - Giuseppe Broggi
- Department of Medical, Surgical Sciences and Advanced Technologies G.F. Ingrassia—Section of Anatomic Pathology, University of Catania, 95123 Catania, Italy
| | - Andrea Russo
- Department of Ophthalmology, University of Catania, 95123 Catania, Italy
| | - Rosario Caltabiano
- Department of Medical, Surgical Sciences and Advanced Technologies G.F. Ingrassia—Section of Anatomic Pathology, University of Catania, 95123 Catania, Italy
| | - Marco Ragusa
- Department of Biomedical and Biotechnological Sciences—Section of Biology and Genetics, University of Catania, 95123 Catania, Italy
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Chao AN, Rose K, Racher H, Altomare F, Krema H. Cytogenetic Abnormalities for Predicting the Risk of Metastases in Choroidal and Ciliary Body Melanoma. Invest Ophthalmol Vis Sci 2023; 64:15. [PMID: 36656566 PMCID: PMC9872839 DOI: 10.1167/iovs.64.1.15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Purpose Choroidal melanoma (CM) and ciliary body melanoma (CBM) are the two most common subtypes of uveal melanoma. Starting from the observation that CBM tends to have a higher metastatic potential than CM, we hypothesized that specific cytogenetic abnormalities could be associated with tumor location - reflecting distinct genetic signatures that would drive the risk of distant spread. Methods Chromosomal alterations were investigated by molecular cytogenetic techniques in 217 and 97 patients with CM and CBM, respectively. Cox proportional hazards regression analysis was used to identify the independent predictors of distant metastasis. Results Patients with CBM had larger tumor sizes (P < 0.001), higher disease stages (P < 0.001), and more frequently showed distant metastasis (P = 0.002) than those with CM. On analyzing the entire study cohort, we found that specific chromosomal alterations - including chromosome 8p loss (P < 0.001), 1p loss (P < 0.001), and monosomy 3 (P < 0.005) - were independent predictors of distant metastasis. Based on a decision-tree learning algorithm, we identified three specific subgroups of patients with uveal melanoma at high risk of distant spread. Monosomy 3 occurred significantly more frequently in patients with T3 CBM tumors. Conclusions Specific cytogenetic abnormalities - including chromosome 8p loss, 1p loss, and monosomy 3 - are independent risk factors for distant metastasis in uveal melanoma. Larger tumor size at presentation and monosomy 3 contribute to a higher metastatic risk in patients with CBM.
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Affiliation(s)
- An-Ning Chao
- Department of Ophthalmology, Linkou Chang Gung Memorial Hospital, and College of Medicine, Chang Gung University, Taoyuan, Taiwan,Department of Ophthalmology and Visual Sciences, Princess Margaret Cancer Centre, University Health Network, Ocular Oncology Service, University of Toronto, Toronto, Ontario, Canada
| | - Kalpana Rose
- Department of Ophthalmology and Visual Sciences, Princess Margaret Cancer Centre, University Health Network, Ocular Oncology Service, University of Toronto, Toronto, Ontario, Canada
| | - Hilary Racher
- Department of Ophthalmology and Visual Sciences, Princess Margaret Cancer Centre, University Health Network, Ocular Oncology Service, University of Toronto, Toronto, Ontario, Canada
| | - Filiberto Altomare
- Department of Ophthalmology and Visual Sciences, Princess Margaret Cancer Centre, University Health Network, Ocular Oncology Service, University of Toronto, Toronto, Ontario, Canada
| | - Hatem Krema
- Department of Ophthalmology and Visual Sciences, Princess Margaret Cancer Centre, University Health Network, Ocular Oncology Service, University of Toronto, Toronto, Ontario, Canada
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Fan Z, Duan J, Luo P, Shao L, Chen Q, Tan X, Zhang L, Xu X. SLC25A38 as a novel biomarker for metastasis and clinical outcome in uveal melanoma. Cell Death Dis 2022; 13:330. [PMID: 35411037 PMCID: PMC9001737 DOI: 10.1038/s41419-022-04718-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2021] [Revised: 02/18/2022] [Accepted: 03/09/2022] [Indexed: 01/03/2023]
Abstract
Risk of metastasis is increased by the presence of chromosome 3 monosomy in uveal melanoma (UM). This study aimed to identify more accurate biomarker for risk of metastasis in UM. A total of 80 patients with UM from TCGA were assigned to two groups based on the metastatic status, and bioinformatic analyses were performed to search for critical genes for risk of metastasis. SLC25A38, located on chromosome 3, was the dominant downregulated gene in metastatic UM patients. Low expression of SLC25A38 was an independent predictive and prognostic factor in UM. The predictive potential of SLC25A38 expression was superior to that of pervious reported biomarkers in both TCGA cohort and GSE22138 cohort. Subsequently, its role in promoting metastasis was explored in vitro and in vivo. Knock-out of SLC25A38 could enhance the migration ability of UM cells, and promote distant metastasis in mice models. Through the inhibition of CBP/HIF-mediated pathway followed by the suppression of pro-angiogenic factors, SLC25A38 was situated upstream of metastasis-related pathways, especially angiogenesis. Low expression of SLC25A38 promotes angiogenesis and metastasis, and identifies increased metastatic risk and worse survival in UM patients. This finding may further improve the accuracy of prognostic prediction for UM.
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Affiliation(s)
- Zhongyi Fan
- Department of Oncology and Bio-therapeutic Center, Shenzhen Third People's Hospital, Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen Research Center for Communicable Disease Diagnosis and Treatment, Shenzhen, 518112, China.,Department of Oncology, The First Medical Center, General Hospital of PLA, Beijing, 100853, China
| | - Jingjing Duan
- Department of Gastrointestinal Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China
| | - Pu Luo
- Department of Oncology and Bio-therapeutic Center, Shenzhen Third People's Hospital, Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen Research Center for Communicable Disease Diagnosis and Treatment, Shenzhen, 518112, China
| | - Ling Shao
- Department of Oncology and Bio-therapeutic Center, Shenzhen Third People's Hospital, Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen Research Center for Communicable Disease Diagnosis and Treatment, Shenzhen, 518112, China
| | - Qiong Chen
- Department of Oncology and Bio-therapeutic Center, Shenzhen Third People's Hospital, Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen Research Center for Communicable Disease Diagnosis and Treatment, Shenzhen, 518112, China
| | - Xiaohua Tan
- Department of Oncology and Bio-therapeutic Center, Shenzhen Third People's Hospital, Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen Research Center for Communicable Disease Diagnosis and Treatment, Shenzhen, 518112, China.
| | - Lei Zhang
- Department of Ophthalmology, Xuanwu Hospital Attached to the Capital Medical University, Beijing, 100053, China.
| | - Xiaojie Xu
- Department of Genetic Engineering, Beijing Institute of Biotechnology, Beijing, 100850, China.
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10
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Genome-wide aberrant methylation in primary metastatic UM and their matched metastases. Sci Rep 2022; 12:42. [PMID: 34997020 PMCID: PMC8742000 DOI: 10.1038/s41598-021-03964-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 12/01/2021] [Indexed: 12/20/2022] Open
Abstract
Uveal melanoma (UM) is an aggressive intra-ocular cancer with a strong tendency to metastasize. Metastatic UM is associated with mutations in BAP1 and SF3B1, however only little is known about the epigenetic modifications that arise in metastatic UM. In this study we aim to unravel epigenetic changes contributing to UM metastasis using a new genome-wide methylation analysis technique that covers over 50% of all CpG’s. We identified aberrant methylation contributing to BAP1 and SF3B1-mediated UM metastasis. The methylation data was integrated with expression data and surveyed in matched UM metastases from the liver, skin and bone. UM metastases showed no commonly shared novel epigenetic modifications, implying that epigenetic changes contributing to metastatic spreading and colonization in distant tissues occur early in the development of UM and epigenetic changes that occur after metastasis are mainly patient-specific. Our findings reveal a plethora of epigenetic modifications in metastatic UM and its metastases, which could subsequently result in aberrant repression or activation of many tumor-related genes. This observation points towards additional layers of complexity at the level of gene expression regulation, which may explain the low mutational burden of UM.
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11
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Silva‐Rodríguez P, Bande M, Fernández‐Díaz D, Lago‐Baameiro N, Pardo M, José Blanco‐Teijeiro M, Domínguez F, Loidi L, Piñeiro A. Role of somatic mutations and chromosomal aberrations in the prognosis of uveal melanoma in a Spanish patient cohort. Acta Ophthalmol 2021; 99:e1077-e1089. [PMID: 33421325 DOI: 10.1111/aos.14760] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 12/14/2020] [Accepted: 12/15/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND Uveal melanoma (UM) has a high tendency to cause liver metastases. Metastatic disease is fatal, with a low survival rate. There are two large groups of UMs that, according to their risk of metastatic disease, can be divided into risk subgroups based on histopathological, cytogenetic and molecular characteristics. The presence of somatic mutations in certain genes may explain the origin and prognosis of these tumours. METHODS Forty-six UM samples previously classified as high or low metastatic risk according to chromosome 3 copy number status were tested for somatic mutations. A multi-gene targeting strategy was adopted, and sequencing was performed using AmpliSeq technology. RESULTS Mutations were found in all major UM-related genes. BAP1 mutations confer an increased risk of metastases in high-risk tumours; thus, this gene acts as a strong prognostic predictor in UM. The presence of somatic mutations in LZTS1 did not show significant differences in the risk of metastases. CONCLUSIONS This result supports the idea that exploring mutations and copy number variations in UM provides insights into patient outcomes. Genetic tests allow the determination of accurate personalized molecular profiles with a fundamental prognostic purpose.
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Affiliation(s)
- Paula Silva‐Rodríguez
- Fundación Pública Galega de Medicina Xenómica Clinical University Hospital of Santiago de Compostela Santiago de Compostela Spain
- Tumores Intraoculares en el Adulto Instituto de Investigación Sanitaria de Santiago (IDIS) Santiago de Compostela Spain
| | - Manuel Bande
- Tumores Intraoculares en el Adulto Instituto de Investigación Sanitaria de Santiago (IDIS) Santiago de Compostela Spain
- Department of Ophthalmology Clinical University Hospital of Santiago de Compostela Santiago de Compostela Spain
| | - Daniel Fernández‐Díaz
- Department of Ophthalmology Clinical University Hospital of Santiago de Compostela Santiago de Compostela Spain
| | - Nerea Lago‐Baameiro
- Grupo Obesidómica Instituto de Investigación Sanitaria de Santiago (IDIS) Santiago de Compostela Spain
| | - María Pardo
- Tumores Intraoculares en el Adulto Instituto de Investigación Sanitaria de Santiago (IDIS) Santiago de Compostela Spain
- Grupo Obesidómica Instituto de Investigación Sanitaria de Santiago (IDIS) Santiago de Compostela Spain
| | - María José Blanco‐Teijeiro
- Tumores Intraoculares en el Adulto Instituto de Investigación Sanitaria de Santiago (IDIS) Santiago de Compostela Spain
- Department of Ophthalmology Clinical University Hospital of Santiago de Compostela Santiago de Compostela Spain
| | - Fernando Domínguez
- Fundación Pública Galega de Medicina Xenómica Clinical University Hospital of Santiago de Compostela Santiago de Compostela Spain
| | - Lourdes Loidi
- Fundación Pública Galega de Medicina Xenómica Clinical University Hospital of Santiago de Compostela Santiago de Compostela Spain
- Department of Ophthalmology Clinical University Hospital of Santiago de Compostela Santiago de Compostela Spain
| | - Antonio Piñeiro
- Tumores Intraoculares en el Adulto Instituto de Investigación Sanitaria de Santiago (IDIS) Santiago de Compostela Spain
- Department of Ophthalmology Clinical University Hospital of Santiago de Compostela Santiago de Compostela Spain
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Yavuzyigitoglu S, Tang MCY, Jansen M, Geul KW, Dwarkasing RS, Vaarwater J, Drabarek W, Verdijk RM, Paridaens D, Naus NC, Brosens E, de Klein A, Kilic E. Radiological Patterns of Uveal Melanoma Liver Metastases in Correlation to Genetic Status. Cancers (Basel) 2021; 13:cancers13215316. [PMID: 34771480 PMCID: PMC8582397 DOI: 10.3390/cancers13215316] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 10/15/2021] [Indexed: 11/16/2022] Open
Abstract
This study reports the role played by the mutation status of Uveal Melanoma (UM) in relation to hepatic metastatic patterns as seen on imaging modalities. Radiological images were obtained from 123 patients treated at the Erasmus Medical Center Rotterdam or the Rotterdam Eye Hospital. Radiological images were derived from either computed tomography or magnetic resonance imaging. Hepatic metastatic patterns were classified by counting the number of metastases found in the liver. Miliary metastatic pattern (innumerable small metastases in the entire liver) was analyzed separately. Mutation status was determined in 85 patients. Median disease-free survival (DFS) and survival with metastases differed significantly between each of the metastatic patterns (respectively, p = 0.009, p < 0.001), both in favor of patients with less hepatic metastases. The mutation status of the primary tumor was not correlated with any hepatic tumor profiles (p = 0.296). Of the patients who had a solitary metastasis (n = 18), 11 originated from a primary BAP1-mutated tumors and one from a primary SF3B1-mutated tumor. Of the patients who had a miliary metastasis pattern (n = 24), 17 had a primary BAP1-mutated tumor and two had a primary SF3B1-mutated tumor. Chromosome 8p loss was significantly more in patients with more metastases (p = 0.045). Moreover, the primary UMs of patients with miliary metastases harbored more chromosome 8p and 1p loss, compared to patients with single solitary metastasis (p = 0.035 and p = 0.026, respectively). In conclusion, our study shows that there is an inverse correlation of the number of metastasis with the DFS and metastasized survival, indicating separate growth patterns. We also revealed that the number and type of metastases is irrelevant to the prognostic mutation status of the tumor, showing that both BAP1- and SF3B1-mutated UM can result in solitary and miliary metastases, indicating that other processes lay ground to the different metastatic patterns.
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Affiliation(s)
- Serdar Yavuzyigitoglu
- Department of Ophthalmology, Erasmus Medical Centre Rotterdam, 3015 GD Rotterdam, The Netherlands; (S.Y.); (M.C.Y.T.); (M.J.); (J.V.); (W.D.); (D.P.); (N.C.N.)
- Department of Clinical Genetics, Erasmus Medical Centre Rotterdam, 3015 GD Rotterdam, The Netherlands; (E.B.); (A.d.K.)
| | - Michael C. Y. Tang
- Department of Ophthalmology, Erasmus Medical Centre Rotterdam, 3015 GD Rotterdam, The Netherlands; (S.Y.); (M.C.Y.T.); (M.J.); (J.V.); (W.D.); (D.P.); (N.C.N.)
| | - Miguel Jansen
- Department of Ophthalmology, Erasmus Medical Centre Rotterdam, 3015 GD Rotterdam, The Netherlands; (S.Y.); (M.C.Y.T.); (M.J.); (J.V.); (W.D.); (D.P.); (N.C.N.)
| | - Kaspar W. Geul
- Department of Internal Medicine, Sint Franciscus Gasthuis Rotterdam, 3045 PM Rotterdam, The Netherlands;
| | - Roy S. Dwarkasing
- Department of Radiology, Erasmus Medical Centre Rotterdam, 3015 GD Rotterdam, The Netherlands;
| | - Jolanda Vaarwater
- Department of Ophthalmology, Erasmus Medical Centre Rotterdam, 3015 GD Rotterdam, The Netherlands; (S.Y.); (M.C.Y.T.); (M.J.); (J.V.); (W.D.); (D.P.); (N.C.N.)
- Department of Clinical Genetics, Erasmus Medical Centre Rotterdam, 3015 GD Rotterdam, The Netherlands; (E.B.); (A.d.K.)
| | - Wojtek Drabarek
- Department of Ophthalmology, Erasmus Medical Centre Rotterdam, 3015 GD Rotterdam, The Netherlands; (S.Y.); (M.C.Y.T.); (M.J.); (J.V.); (W.D.); (D.P.); (N.C.N.)
- Department of Clinical Genetics, Erasmus Medical Centre Rotterdam, 3015 GD Rotterdam, The Netherlands; (E.B.); (A.d.K.)
| | - Robert M. Verdijk
- Department of Pathology, Erasmus Medical Centre Rotterdam, 3015 GD Rotterdam, The Netherlands;
| | - Dion Paridaens
- Department of Ophthalmology, Erasmus Medical Centre Rotterdam, 3015 GD Rotterdam, The Netherlands; (S.Y.); (M.C.Y.T.); (M.J.); (J.V.); (W.D.); (D.P.); (N.C.N.)
- The Rotterdam Eye Hospital, 3011 BH Rotterdam, The Netherlands
| | - Nicole C. Naus
- Department of Ophthalmology, Erasmus Medical Centre Rotterdam, 3015 GD Rotterdam, The Netherlands; (S.Y.); (M.C.Y.T.); (M.J.); (J.V.); (W.D.); (D.P.); (N.C.N.)
| | - Erwin Brosens
- Department of Clinical Genetics, Erasmus Medical Centre Rotterdam, 3015 GD Rotterdam, The Netherlands; (E.B.); (A.d.K.)
| | - Annelies de Klein
- Department of Clinical Genetics, Erasmus Medical Centre Rotterdam, 3015 GD Rotterdam, The Netherlands; (E.B.); (A.d.K.)
| | - Emine Kilic
- Department of Ophthalmology, Erasmus Medical Centre Rotterdam, 3015 GD Rotterdam, The Netherlands; (S.Y.); (M.C.Y.T.); (M.J.); (J.V.); (W.D.); (D.P.); (N.C.N.)
- Correspondence:
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13
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Multiregional genetic evolution of metastatic uveal melanoma. NPJ Genom Med 2021; 6:70. [PMID: 34400647 PMCID: PMC8368296 DOI: 10.1038/s41525-021-00233-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Accepted: 07/26/2021] [Indexed: 11/30/2022] Open
Abstract
Uveal melanoma (UM) is the most common primary intraocular malignancy in adults and leads to deadly metastases for which there is no approved treatment. Genetic events driving early tumor development are well-described, but those occurring later during metastatic progression remain poorly understood. We performed multiregional genomic sequencing on 22 tumors collected from two patients with widely metastatic UM who underwent rapid autopsy. We observed multiple seeding events from the primary tumors, metastasis-to-metastasis seeding, polyclonal seeding, and late driver variants in ATM, KRAS, and other genes previously unreported in UM. These findings reveal previously unrecognized temporal and anatomic complexity in the genetic evolution of metastatic uveal melanoma, and they highlight the distinction between early and late phases of UM genetic evolution with implications for novel therapeutic approaches.
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14
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A Novel Ferroptosis-Associated Gene Signature to Predict Prognosis in Patients with Uveal Melanoma. Diagnostics (Basel) 2021; 11:diagnostics11020219. [PMID: 33540700 PMCID: PMC7913108 DOI: 10.3390/diagnostics11020219] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 01/21/2021] [Accepted: 01/27/2021] [Indexed: 02/08/2023] Open
Abstract
Background: Uveal melanoma (UM) is the most common intraocular tumor in adults. Ferroptosis is a newly recognized process of cell death, which is different from other forms of cell death in terms of morphology, biochemistry and genetics, and has played a vital role in cancer biology. The present research aimed to construct a gene signature from ferroptosis-related genes that have the prognostic capacity of UM. Methods: UM patients from The Cancer Genome Atlas (TCGA) were taken as the training cohort, and GSE22138 from Gene Expression Omnibus (GEO) was treated as the validation cohort. A total of 103 ferroptosis-related genes were retrieved from the GeneCards. We performed Kaplan–Meier and univariate Cox analysis for preliminary screening of ferroptosis-related genes with potential prognostic capacity in the training cohort. These genes were then applied into an overall survival-based LASSO Cox regression model, constructing a gene signature. The discovered gene signature was then evaluated via Kaplan–Meier (KM), Cox, and ROC analyses in both cohorts. The Pearson correlation coefficient examined the correlations between risk score and UM common mutations and autophagy. The analyses of GSEA and immune infiltrating were performed to better study the functional annotation of the gene signature and the character of each kind of immune cell in the tumor microenvironment. Results: A seven-gene signature was found from the training cohort and validated in all cohorts by Kaplan–Meier and Cox regression analyses, revealing its independent prognosis value in UM. Moreover, ROC analysis was conducted, confirming the strong predictive ability that this signature had for UM prognosis. A total of 52.24% (256/490) autophagy-related genes were significantly correlated with risk scores. Analyses of GSEA and immune infiltrating detailed exhibited specific pathways associated with the seven-gene signature, also confirming the crucial role that Mast cells resting played in the prognosis of the seven-gene signature. Conclusions: In this study, a novel ferroptosis-related seven-gene signature (ALOX12, CD44, MAP1LC3C, STEAP3, HMOX1, ITGA6, and AIFM2/FSP1) was built. It could accurately predict UM prognosis and was related to Mast cells resting, which provides the potential for personalized outcome prediction and the development of new therapies in the UM population.
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15
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Luo H, Ma C. Identification of prognostic genes in uveal melanoma microenvironment. PLoS One 2020; 15:e0242263. [PMID: 33196683 PMCID: PMC7668584 DOI: 10.1371/journal.pone.0242263] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 10/30/2020] [Indexed: 12/22/2022] Open
Abstract
Background Uveal melanoma (UM) is the most common primary intraocular malignancy in adults. Many previous studies have demonstrated that the infiltrating of immune and stromal cells in the tumor microenvironment contributes significantly to prognosis. Methods Dataset TCGA-UVM, download from TCGA portal, was taken as the training cohort, and GSE22138, obtained from GEO database, was set as the validation cohort. ESTIMATE algorithm was applied to find intersection differentially expressed genes (DEGs) among tumor microenvironment. Kaplan-Meier analysis and univariate Cox regression model were performed on intersection DEGs to initial screen for potential prognostic genes. Then these genes entered into the validation cohort for validation using the same methods as that in the training cohort. Moreover, we conducted correlation analyses between the genes obtained in the validation cohort and the status of chromosome 3, chromosome 8q, and tumor metastasis to get prognosis genes. At last, the immune infiltration analysis was performed between the prognostic genes and 6 main kinds of tumor-infiltrating immune cells (TICs) for understanding the role of the genes in the tumor microenvironment. Results 959 intersection DEGs were found in the UM microenvironment. Kaplan-Meier and Cox analysis was then performed in the training and validation cohorts on these DEGs, and 52 genes were identified with potential prognostic value. After comparing the 52 genes to chromosome 3, chromosome 8q, and metastasis, we obtained 21 genes as the prognostic genes. The immune infiltration analysis showed that Neutrophil had the potential prognostic ability, and almost every prognostic gene we had identified was correlated with abundances of Neutrophil and CD8+ T Cell. Conclusions Identifying 21 prognosis genes (SERPINB9, EDNRB, RAPGEF3, HFE, RNF43, ZNF415, IL12RB2, MTUS1, NEDD9, ZNF667, AZGP1, WARS, GEM, RAB31, CALHM2, CA12, MYEOV, CELF2, SLCO5A1, ISM1, and PAPSS2) could accurately identify patients' prognosis and had close interactions with Neutrophil in the tumor environment, which may provide UM patients with personalized prognosis prediction and new treatment insights.
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Affiliation(s)
- Huan Luo
- Charité–Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and the Berlin Institute of Health, Berlin, Germany
- Klinik für Augenheilkunde, Charité–Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Chao Ma
- Charité–Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and the Berlin Institute of Health, Berlin, Germany
- BCRT—Berlin Institute of Health Center for Regenerative Therapies, Charité—Universitätsmedizin Berlin, Berlin, Germany
- * E-mail:
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16
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Luo H, Ma C, Shao J, Cao J. Prognostic Implications of Novel Ten-Gene Signature in Uveal Melanoma. Front Oncol 2020; 10:567512. [PMID: 33194647 PMCID: PMC7661968 DOI: 10.3389/fonc.2020.567512] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 09/15/2020] [Indexed: 12/18/2022] Open
Abstract
Background: Uveal melanoma (UM) is the most common primary intraocular cancer in adults. Genomic studies have provided insights into molecular subgroups and oncogenic drivers of UM that may lead to novel therapeutic strategies. Methods: Dataset TCGA-UVM, download from TCGA portal, were taken as the training cohort, and dataset GSE22138, obtained from GEO database, was set as the validation cohort. In training cohort, Kaplan-Meier analysis and univariate Cox regression model were applied to preliminary screen prognostic genes. Besides, the Cox regression model with LASSO was implemented to build a multi-gene signature, which was then validated in the validation cohorts through Kaplan-Meier, Cox, and ROC analyses. In addition, the correlation between copy number aberrations and risk score was evaluated by Spearman test. GSEA and immune infiltrating analyses were conducted for understanding function annotation and the role of the signature in the tumor microenvironment. Results: A ten-gene signature was built, and it was examined by Kaplan-Meier analysis revealing that significantly overall survival, progression-free survival, and metastasis-free survival difference was seen. The ten-gene signature was further proven to be an independent risk factor compared to other clinic-pathological parameters via the Cox regression analysis. Moreover, the receiver operating characteristic curve (ROC) analysis results demonstrated a better predictive power of the UM prognosis that our signature owned. The ten-gene signature was significantly correlated with copy numbers of chromosome 3, 8q, 6q, and 6p. Furthermore, GSEA and immune infiltrating analyses showed that the signature had close interactions with immune-related pathways and the tumor environment. Conclusions: Identifying the ten-gene signature (SIRT3, HMCES, SLC44A3, TCTN1, STPG1, POMGNT2, RNF208, ANXA2P2, ULBP1, and CA12) could accurately identify patients' prognosis and had close interactions with the immunodominant tumor environment, which may provide UM patients with personalized prognosis prediction and new treatment insights.
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Affiliation(s)
- Huan Luo
- Department of Anatomy, College of Basic Medicine, Zhengzhou University, Zhengzhou, China.,Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Klinik für Augenheilkunde, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Chao Ma
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Charité-Universitätsmedizin Berlin, BCRT-Berlin Institute of Health Center for Regenerative Therapies, Berlin, Germany
| | - Jinping Shao
- Department of Anatomy, College of Basic Medicine, Zhengzhou University, Zhengzhou, China
| | - Jing Cao
- Department of Anatomy, College of Basic Medicine, Zhengzhou University, Zhengzhou, China
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17
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Houtzagers LE, Wierenga APA, Ruys AAM, Luyten GPM, Jager MJ. Iris Colour and the Risk of Developing Uveal Melanoma. Int J Mol Sci 2020; 21:E7172. [PMID: 32998469 PMCID: PMC7583924 DOI: 10.3390/ijms21197172] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 09/15/2020] [Accepted: 09/24/2020] [Indexed: 02/07/2023] Open
Abstract
Uveal melanoma (UM) is a global disease which especially occurs in elderly people. Its incidence varies widely between populations, with the highest incidence among Caucasians, and a South-to-North increase in Europe. As northern Europeans often have blond hair and light eyes, we wondered whether iris colour may be a predisposing factor for UM and if so, why. We compared the distribution of iris colour between Dutch UM patients and healthy Dutch controls, using data from the Rotterdam Study (RS), and reviewed the literature regarding iris colour. We describe molecular mechanisms that might explain the observed associations. When comparing a group of Dutch UM patients with controls, we observed that individuals from Caucasian ancestry with a green/hazel iris colour (Odds Ratio (OR) = 3.64, 95% Confidence Interval (CI) 2.57-5.14) and individuals with a blue/grey iris colour (OR = 1.38, 95% CI 1.04-1.82) had a significantly higher crude risk of UM than those with brown eyes. According to the literature, this may be due to a difference in the function of pheomelanin (associated with a light iris colour) and eumelanin (associated with a brown iris colour). The combination of light-induced stress and aging may affect pheomelanin-carrying melanocytes in a different way than eumelanin-carrying melanocytes, increasing the risk of developing a malignancy.
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Affiliation(s)
| | | | | | | | - Martine J. Jager
- Department of Ophthalmology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands; (A.P.A.W.); (A.A.M.R.); (G.P.M.L.)
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18
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Bustamante P, Piquet L, Landreville S, Burnier JV. Uveal melanoma pathobiology: Metastasis to the liver. Semin Cancer Biol 2020; 71:65-85. [PMID: 32450140 DOI: 10.1016/j.semcancer.2020.05.003] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 05/04/2020] [Accepted: 05/05/2020] [Indexed: 12/12/2022]
Abstract
Uveal melanoma (UM) is a type of intraocular tumor with a propensity to disseminate to the liver. Despite the identification of the early driver mutations during the development of the pathology, the process of UM metastasis is still not fully comprehended. A better understanding of the genetic, molecular, and environmental factors participating to its spread and metastatic outgrowth could provide additional approaches for UM treatment. In this review, we will discuss the advances made towards the understanding of the pathogenesis of metastatic UM, summarize the current and prospective treatments, and introduce some of the ongoing research in this field.
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Affiliation(s)
- Prisca Bustamante
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montréal, Canada; Experimental Pathology Unit, Department of Pathology, McGill University, Montréal, Canada
| | - Léo Piquet
- Département d'ophtalmologie et d'ORL-CCF, Faculté de médecine, Université Laval, Quebec City, Canada; CUO-Recherche and Axe médecine régénératrice, Centre de recherche du CHU de Québec-Université Laval, Quebec City, Canada; Centre de recherche sur le cancer de l'Université Laval, Quebec City, Canada; Centre de recherche en organogénèse expérimentale de l'Université Laval/LOEX, Quebec City, Canada
| | - Solange Landreville
- Département d'ophtalmologie et d'ORL-CCF, Faculté de médecine, Université Laval, Quebec City, Canada; CUO-Recherche and Axe médecine régénératrice, Centre de recherche du CHU de Québec-Université Laval, Quebec City, Canada; Centre de recherche sur le cancer de l'Université Laval, Quebec City, Canada; Centre de recherche en organogénèse expérimentale de l'Université Laval/LOEX, Quebec City, Canada
| | - Julia V Burnier
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montréal, Canada; Experimental Pathology Unit, Department of Pathology, McGill University, Montréal, Canada; Gerald Bronfman Department Of Oncology, McGill University, Montréal, Canada.
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Malissen N, Macagno N, Granjeaud S, Granier C, Moutardier V, Gaudy-Marqueste C, Habel N, Mandavit M, Guillot B, Pasero C, Tartour E, Ballotti R, Grob JJ, Olive D. HVEM has a broader expression than PD-L1 and constitutes a negative prognostic marker and potential treatment target for melanoma. Oncoimmunology 2019; 8:e1665976. [PMID: 31741766 PMCID: PMC6844309 DOI: 10.1080/2162402x.2019.1665976] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Revised: 09/05/2019] [Accepted: 09/06/2019] [Indexed: 10/27/2022] Open
Abstract
HVEM (Herpes Virus Entry Mediator) engagement of BTLA (B and T Lymphocyte Attenuator) triggers inhibitory signals in T cells and could play a role in evading antitumor immunity. Here, HVEM expression levels in melanoma metastases were analyzed by immunohistochemistry, correlated with overall survival (OS) in 116 patients, and validated by TCGA transcriptomic data. Coincident expression of HVEM and its ligand BTLA was studied in tumor cells and tumor-infiltrating lymphocytes (TILs) by flow cytometry (n = 21) and immunofluorescence (n = 5). Candidate genes controlling HVEM expression in melanoma were defined by bioinformatics studies and validated by siRNA gene silencing. We found that in patients with AJCC stage III and IV melanoma, OS was poorer in those with high HVEM expression on melanoma cells, than in those with a low expression, by immunohistochemistry (p = .0160) or TCGA transcriptomics (p = .0282). We showed a coincident expression of HVEM at the surface of melanoma cells and of BTLA on TILs. HVEM was more widely expressed than PD-L1 in melanoma cells. From a mechanistic perspective, in contrast to PDL1, HVEM expression did not correlate with an IFNγ signature but with an aggressive gene signature. Interestingly, this signature contained MITF, a key player in melanoma biology, whose expression correlated strongly with HVEM. Finally, siRNA gene silencing validated MITF control of HVEM expression. In conclusion, HVEM expression seems to be a prognosis marker and targeting this axis by checkpoint-inhibitors may be of interest in metastatic melanoma.
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Affiliation(s)
- Nausicaa Malissen
- Tumor Immunology Team, IBISA Immunomonitoring platform, Cancer Research Center of Marseille, INSERM U1068, CNRS U7258, Aix-Marseille University, Institut Paoli-Calmettes, Marseille, France.,INSERM, CRCM, APHM, CHU Timone, Department of Dermatology and Skin Cancer, Aix Marseille University, Marseille, France
| | - Nicolas Macagno
- INSERM, MMG, APHM, CHU Timone, Department of Pathology, Aix Marseille University, Marseille, France
| | - Samuel Granjeaud
- Tumor Immunology Team, IBISA Immunomonitoring platform, Cancer Research Center of Marseille, INSERM U1068, CNRS U7258, Aix-Marseille University, Institut Paoli-Calmettes, Marseille, France
| | - Clémence Granier
- UMR_S970, HEGP, Centre de recherche cardio-vasculaire, Paris, France
| | - Vincent Moutardier
- APHM, CHU Nord, Department of Digestive surgery, Aix Marseille University, Marseille, France
| | - Caroline Gaudy-Marqueste
- Tumor Immunology Team, IBISA Immunomonitoring platform, Cancer Research Center of Marseille, INSERM U1068, CNRS U7258, Aix-Marseille University, Institut Paoli-Calmettes, Marseille, France.,INSERM, CRCM, APHM, CHU Timone, Department of Dermatology and Skin Cancer, Aix Marseille University, Marseille, France
| | - Nadia Habel
- INSERM U 1065, Team 1 Nice, Centre Méditerranéen de Médecine Moléculaire, Nice, France
| | - Marion Mandavit
- UMR_S970, HEGP, Centre de recherche cardio-vasculaire, Paris, France
| | - Bernard Guillot
- Department of Dermatology, CHU Montpellier, Montpellier, France
| | - Christine Pasero
- Tumor Immunology Team, IBISA Immunomonitoring platform, Cancer Research Center of Marseille, INSERM U1068, CNRS U7258, Aix-Marseille University, Institut Paoli-Calmettes, Marseille, France
| | - Eric Tartour
- UMR_S970, HEGP, Centre de recherche cardio-vasculaire, Paris, France
| | - Robert Ballotti
- INSERM U 1065, Team 1 Nice, Centre Méditerranéen de Médecine Moléculaire, Nice, France
| | - Jean-Jacques Grob
- Tumor Immunology Team, IBISA Immunomonitoring platform, Cancer Research Center of Marseille, INSERM U1068, CNRS U7258, Aix-Marseille University, Institut Paoli-Calmettes, Marseille, France.,INSERM, CRCM, APHM, CHU Timone, Department of Dermatology and Skin Cancer, Aix Marseille University, Marseille, France
| | - Daniel Olive
- Tumor Immunology Team, IBISA Immunomonitoring platform, Cancer Research Center of Marseille, INSERM U1068, CNRS U7258, Aix-Marseille University, Institut Paoli-Calmettes, Marseille, France
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20
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Violanti SS, Bononi I, Gallenga CE, Martini F, Tognon M, Perri P. New Insights into Molecular Oncogenesis and Therapy of Uveal Melanoma. Cancers (Basel) 2019; 11:E694. [PMID: 31109147 PMCID: PMC6562554 DOI: 10.3390/cancers11050694] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Revised: 05/14/2019] [Accepted: 05/15/2019] [Indexed: 12/15/2022] Open
Abstract
Uveal melanoma (UM), which is the most common cancer of the eye, was investigated in recent years by many teams in the field of biomedical sciences and eye clinicians. New knowledge was acquired on molecular pathways found to be dysregulated during the multistep process of oncogenesis, whereas novel therapeutic approaches gave significant results in the clinical applications. Uveal melanoma-affected patients greatly benefited from recent advances of the research in this eye cancer. Tumour biology, genetics, epigenetics and immunology contributed significantly in elucidating the role of different genes and related pathways during uveal melanoma onset/progression and UM treatments. Indeed, these investigations allowed identification of new target genes and to develop new therapeutic strategies/compounds to cure this aggressive melanoma of the eye. Unfortunately, the advances reported in the treatment of cutaneous melanoma have not produced analogous benefits in metastatic uveal melanoma. Nowadays, no systemic adjuvant therapy has been shown to improve overall survival or reduce the risk of metastasis. However, the increasing knowledge of this disease, and the encouraging results seen in clinical trials, offer promise for future effective therapies. Herein, different pathways/genes involved in uveal melanoma onset/progression were taken into consideration, together with novel therapeutic approaches.
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Affiliation(s)
- Sara Silvia Violanti
- Department of Biomedical Sciences and Specialized Surgeries, School of Medicine, University of Ferrara and Eye Unit of University Hospital of Ferrara, 44124 Ferrara, Italy.
| | - Ilaria Bononi
- Department of Morphology, Surgery and Experimental Medicine, Section of Pathology, Oncology and Experimental Biology, School of Medicine, University of Ferrara, 44121 Ferrara, Italy.
| | - Carla Enrica Gallenga
- Department of Biomedical Sciences and Specialized Surgeries, School of Medicine, University of Ferrara and Eye Unit of University Hospital of Ferrara, 44124 Ferrara, Italy.
| | - Fernanda Martini
- Department of Morphology, Surgery and Experimental Medicine, Section of Pathology, Oncology and Experimental Biology, School of Medicine, University of Ferrara, 44121 Ferrara, Italy.
| | - Mauro Tognon
- Department of Morphology, Surgery and Experimental Medicine, Section of Pathology, Oncology and Experimental Biology, School of Medicine, University of Ferrara, 44121 Ferrara, Italy.
| | - Paolo Perri
- Department of Biomedical Sciences and Specialized Surgeries, School of Medicine, University of Ferrara and Eye Unit of University Hospital of Ferrara, 44124 Ferrara, Italy.
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21
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Uveal melanoma: physiopathology and new in situ-specific therapies. Cancer Chemother Pharmacol 2019; 84:15-32. [DOI: 10.1007/s00280-019-03860-z] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Accepted: 05/02/2019] [Indexed: 12/12/2022]
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22
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Narasimhaiah D, Legrand C, Damotte D, Remark R, Munda M, De Potter P, Coulie PG, Vikkula M, Godfraind C. DNA alteration-based classification of uveal melanoma gives better prognostic stratification than immune infiltration, which has a neutral effect in high-risk group. Cancer Med 2019; 8:3036-3046. [PMID: 31025552 PMCID: PMC6558590 DOI: 10.1002/cam4.2122] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 12/12/2018] [Accepted: 12/27/2018] [Indexed: 01/21/2023] Open
Abstract
Background In uveal melanomas, immune infiltration is a marker of poor prognosis. This work intended to decipher the biological characteristics of intra‐tumor immune population, compare it to other established biomarkers and to patients' outcome. Methods Primary, untreated, and mainly large uveal melanomas with retinal detachment were analyzed using: transcriptomic profiling (n = 15), RT‐qPCR (n = 36), immunohistochemistry (n = 89), Multiplex Ligation‐dependent Probe Amplification (MLPA) for copy number alterations (CNA) analysis (n = 89), array‐CGH (n = 17), and survival statistics (n = 86). Results Gene expression analysis divided uveal melanomas into two groups, according to the IFNγ/STAT1‐IRF1 pathway activation. Tumors with IFNγ‐signature had poorer prognosis and showed increased infiltration of CD8+ T lymphocytes and macrophages. Cox multivariate analyses of immune cell infiltration with MLPA data delineated better prognostic value for three prognostic groups (three‐tier stratification) than two (two‐tier stratification). CNA‐based model comprising monosomy 3, 8q amplification, and LZTS1and NBL1 deletions emerged as the best predictor for disease‐free survival. It outperformed immune cell infiltration in receiver operating characteristic curves. The model that combined CNA and immune infiltration defined risk‐groups according to the number of DNA alterations. Immune cell infiltration was increased in the high‐risk group (73.7%), where it did not correlate with patient survival, while it was associated with poorer outcome in the intermediate risk‐group. Conclusions High degree of immune cell infiltration occurs in a subset of uveal melanomas, is interferon‐gamma‐related, and associated with poor survival. It allows for two‐tier stratification, which is prognostically less efficient than a three‐tier one. The best prognostic stratification is by CNA model with three risk‐groups where immune cell infiltration impacts only some subgroups.
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Affiliation(s)
- Deepti Narasimhaiah
- Human Molecular Genetics, de Duve Institute, Université catholique de Louvain, Brussels, Belgium
| | - Catherine Legrand
- Institute of Statistics, Biostatistics and Actuarial Sciences, Université catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Diane Damotte
- Team "Cancer, Immune control, and Escape", Centre de Recherche des Cordeliers, INSERM U1138, Paris, France
| | - Romain Remark
- Team "Cancer, Immune control, and Escape", Centre de Recherche des Cordeliers, INSERM U1138, Paris, France
| | - Marco Munda
- Institute of Statistics, Biostatistics and Actuarial Sciences, Université catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Patrick De Potter
- Department of Ophthalmology, Université catholique de Louvain, Brussels, Belgium
| | - Pierre G Coulie
- de Duve Institute, Université catholique de Louvain, Brussels, Belgium
| | - Miikka Vikkula
- Human Molecular Genetics, de Duve Institute, Université catholique de Louvain, Brussels, Belgium
| | - Catherine Godfraind
- Human Molecular Genetics, de Duve Institute, Université catholique de Louvain, Brussels, Belgium.,Department of Pathology, CHU Gabriel Montpied, Clermont-Ferrand, France
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23
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Rabbie R, Ferguson P, Molina‐Aguilar C, Adams DJ, Robles‐Espinoza CD. Melanoma subtypes: genomic profiles, prognostic molecular markers and therapeutic possibilities. J Pathol 2019; 247:539-551. [PMID: 30511391 PMCID: PMC6492003 DOI: 10.1002/path.5213] [Citation(s) in RCA: 124] [Impact Index Per Article: 24.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Revised: 11/27/2018] [Accepted: 11/30/2018] [Indexed: 12/24/2022]
Abstract
Melanoma is characterised by its ability to metastasise at early stages of tumour development. Current clinico-pathologic staging based on the American Joint Committee on Cancer criteria is used to guide surveillance and management in early-stage disease, but its ability to predict clinical outcome has limitations. Herein we review the genomics of melanoma subtypes including cutaneous, acral, uveal and mucosal, with a focus on the prognostic and predictive significance of key molecular aberrations. © 2018 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Roy Rabbie
- Experimental Cancer GeneticsThe Wellcome Sanger InstituteHinxtonUK
- Cambridge Cancer CentreCambridge University Hospitals NHS Foundation TrustCambridgeUK
| | - Peter Ferguson
- Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred HospitalSydneyAustralia
- Melanoma Institute Australia, The University of SydneySydneyAustralia
| | - Christian Molina‐Aguilar
- Laboratorio Internacional de Investigación sobre el Genoma HumanoUniversidad Nacional Autónoma de MéxicoSantiago de QuerétaroMexico
| | - David J Adams
- Experimental Cancer GeneticsThe Wellcome Sanger InstituteHinxtonUK
| | - Carla D Robles‐Espinoza
- Experimental Cancer GeneticsThe Wellcome Sanger InstituteHinxtonUK
- Laboratorio Internacional de Investigación sobre el Genoma HumanoUniversidad Nacional Autónoma de MéxicoSantiago de QuerétaroMexico
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24
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Dogrusöz M, Jager MJ. Genetic prognostication in uveal melanoma. Acta Ophthalmol 2018; 96:331-347. [PMID: 29105334 DOI: 10.1111/aos.13580] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Accepted: 08/05/2017] [Indexed: 12/29/2022]
Abstract
Uveal melanoma (UM) is a rare tumour with a high propensity to metastasize. Although no effective treatment for metastases yet exists, prognostication in UM is relevant for patient counselling, planning of follow-up and stratification in clinical trials. Besides conventional clinicopathologic characteristics, genetic tumour features with prognostic significance have been identified. Non-random chromosome aberrations such as monosomy 3 and gain of chromosome 8q are strongly correlated with metastatic risk, while gain of chromosome 6p indicates a low risk. Recently, mutations in genes such as BAP1, SF3B1 and EIF1AX have been shown to be related to patient outcome. Genetics of UM is a rapidly advancing field, which not only contributes to the understanding of the pathogenesis of this cancer, but also results in further refinement of prognostication. Concomitantly, advances have been made in the use of genetic tests. New methods for genetic typing of UM have been developed. Despite the considerable progress made recently, many questions remain, such as those relating to the reliability of prognostic genetic tests, and the use of biopsied or previously irradiated tumour tissue for prognostication by genetic testing. In this article, we review genetic prognostic indicators in UM, also comparing available genetic tests, addressing the clinical application of genetic prognostication and discussing future perspectives for improving genetic prognostication in UM.
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Affiliation(s)
- Mehmet Dogrusöz
- Department of Ophthalmology; Leiden University Medical Center; Leiden The Netherlands
| | - Martine J. Jager
- Department of Ophthalmology; Leiden University Medical Center; Leiden The Netherlands
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25
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Sipos E, Dobos N, Rozsa D, Fodor K, Olah G, Szabo Z, Szekvolgyi L, Schally AV, Halmos G. Characterization of luteinizing hormone-releasing hormone receptor type I (LH-RH-I) as a potential molecular target in OCM-1 and OCM-3 human uveal melanoma cell lines. Onco Targets Ther 2018; 11:933-941. [PMID: 29503568 PMCID: PMC5826244 DOI: 10.2147/ott.s148174] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Introduction Uveal melanoma (UM) is the most common primary intraocular malignancy with very poor prognosis. Conventional chemotherapy only rarely prolongs the survival, therefore patients require novel treatment modalities. The discovery of specific receptors for hypothalamic hormones on cancer cells has led to the development of radiolabeled and cytotoxic hormone analogs. Materials and methods In the present study, our aim was to investigate the expression of mRNA for receptors of luteinizing hormone-releasing hormone type I (LH-RH-I) and LH-RH ligand in OCM-1 and OCM-3 human uveal melanoma cell lines. The presence and binding characteristics of LH-RH-I receptor protein was further studied by Western blot, immunocytochemistry and ligand competition assay. The expression of mRNA and protein for LH-RH-I receptors has been also studied using tumor samples originating from nude mice xenografted with OCM-1 or OCM-3 cells. Results The mRNA for LH-RH-I receptor has been detected in OCM-1 and OCM-3 cell lines and was found markedly higher in OCM-3 cells. The mRNA for LH-RH-I receptors was also observed in both UM xenograft models in vivo with higher levels in OCM-3. The presence of LH-RH-I receptor protein was found in both cell lines in vitro by immunocytochemistry and Western blot, and also in tumor tissue samples grown in nude mice by Western blot. Both human uveal melanoma models investigated showed specific high affinity receptors for LH-RH-I using ligand competition assay. The mRNA for LH-RH ligand has also been detected in OCM-1 and OCM-3 cell lines and cancer tissues. Conclusion The demonstration of the expression of LH-RH-I receptors in OCM-1 and OCM-3 human UM cell lines suggests that they could serve as potential molecular target for therapy. Our findings support the development of new therapeutic approaches based on cytotoxic LH-RH analogs or modern powerful antagonistic analogs of LH-RH targeting LH-RH-I receptors in UM.
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Affiliation(s)
- Eva Sipos
- Department of Biopharmacy, School of Pharmacy, University of Debrecen, Debrecen, Hungary
| | - Nikoletta Dobos
- Department of Biopharmacy, School of Pharmacy, University of Debrecen, Debrecen, Hungary
| | - David Rozsa
- Department of Biopharmacy, School of Pharmacy, University of Debrecen, Debrecen, Hungary
| | - Klara Fodor
- Department of Biopharmacy, School of Pharmacy, University of Debrecen, Debrecen, Hungary
| | - Gabor Olah
- Department of Biopharmacy, School of Pharmacy, University of Debrecen, Debrecen, Hungary
| | - Zsuzsanna Szabo
- Department of Biopharmacy, School of Pharmacy, University of Debrecen, Debrecen, Hungary
| | - Lorant Szekvolgyi
- MTA-DE Momentum, Genome Architecture and Recombination Research Group, Debrecen, Hungary.,Research Centre for Molecular Medicine; Department of Biochemistry and Molecular Biology, Debrecen, Hungary
| | - Andrew V Schally
- Endocrine, Polypeptide and Cancer Institute, Veterans Affairs Medical Center, Miami, FL, USA.,Department of Pathology, Miller School of Medicine, University of Miami, Miami, FL, USA.,Department of Medicine, Divisions of Hematology-Oncology and Endocrinology, Miller School of Medicine, University of Miami, Miami, FL, USA.,Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA
| | - Gabor Halmos
- Department of Biopharmacy, School of Pharmacy, University of Debrecen, Debrecen, Hungary.,Endocrine, Polypeptide and Cancer Institute, Veterans Affairs Medical Center, Miami, FL, USA
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26
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Field MG, Durante MA, Decatur CL, Tarlan B, Oelschlager KM, Stone JF, Kuznetsov J, Bowcock AM, Kurtenbach S, Harbour JW. Epigenetic reprogramming and aberrant expression of PRAME are associated with increased metastatic risk in Class 1 and Class 2 uveal melanomas. Oncotarget 2018; 7:59209-59219. [PMID: 27486988 PMCID: PMC5312306 DOI: 10.18632/oncotarget.10962] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2016] [Accepted: 07/13/2016] [Indexed: 12/21/2022] Open
Abstract
Background We previously identified PRAME as a biomarker for metastatic risk in Class 1 uveal melanomas. In this study, we sought to define a threshold value for positive PRAME expression (PRAME+) in a large dataset, identify factors associated with PRAME expression, evaluate the prognostic value of PRAME in Class 2 uveal melanomas, and determine whether PRAME expression is associated with aberrant hypomethylation of the PRAME promoter. Results Among 678 samples analyzed by qPCR, 498 (73.5%) were PRAME- and 180 (26.5%) were PRAME+. Class 1 tumors were more likely to be PRAME-, whereas Class 2 tumors were more likely to be PRAME+ (P < 0.0001). PRAME expression was associated with shorter time to metastasis and melanoma specific mortality in Class 2 tumors (P = 0.01 and P = 0.02, respectively). In Class 1 tumors, PRAME expression was directly associated with SF3B1 mutations (P < 0.0001) and inversely associated with EIF1AX mutations (P = 0.004). PRAME expression was strongly associated with hypomethylation at 12 CpG sites near the PRAME promoter. MATERIALS AND METHODS Analyses included PRAME mRNA expression, Class 1 versus Class 2 status, chromosomal copy number, mutation status of BAP1, EIF1AX, GNA11, GNAQ and SF3B1, and genomic DNA methylation status. Analyses were performed on 555 de-identified samples from Castle Biosciences, 123 samples from our center, and 80 samples from the TCGA. Conclusions PRAME is aberrantly hypomethylated and activated in Class 1 and Class 2 uveal melanomas and is associated with increased metastatic risk in both classes. Since PRAME has been successfully targeted for immunotherapy, it may prove to be a companion prognostic biomarker.
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Affiliation(s)
- Matthew G Field
- Bascom Palmer Eye Institute, Sylvester Comprehensive Cancer Center and Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Michael A Durante
- Bascom Palmer Eye Institute, Sylvester Comprehensive Cancer Center and Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Christina L Decatur
- Bascom Palmer Eye Institute, Sylvester Comprehensive Cancer Center and Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Bercin Tarlan
- Bascom Palmer Eye Institute, Sylvester Comprehensive Cancer Center and Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | | | | | - Jeffim Kuznetsov
- Bascom Palmer Eye Institute, Sylvester Comprehensive Cancer Center and Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Anne M Bowcock
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Stefan Kurtenbach
- Bascom Palmer Eye Institute, Sylvester Comprehensive Cancer Center and Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - J William Harbour
- Bascom Palmer Eye Institute, Sylvester Comprehensive Cancer Center and Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, FL, USA
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27
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Sharma A, Stei MM, Fröhlich H, Holz FG, Loeffler KU, Herwig-Carl MC. Genetic and epigenetic insights into uveal melanoma. Clin Genet 2018; 93:952-961. [PMID: 28902406 DOI: 10.1111/cge.13136] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Revised: 08/31/2017] [Accepted: 09/04/2017] [Indexed: 12/18/2022]
Abstract
Uveal melanoma (UM) is the most frequent primary intraocular tumor in Caucasian adults and is potentially fatal if metastases develop. While several prognostic genetic changes have been identified in UM, epigenetic influences are now getting closer attention. Recent technological advances have allowed to exam the human genome to a greater extent and have improved our understanding of several diseases including malignant tumors. In this context, there has been tremendous progress in the field of UM pathogenesis. Herein, we review the literature with emphasis on genetic alterations, epigenetic modifications and signaling pathways as well as possible biomarkers in UM. In addition, different research models for UM are discussed. New insights and major challenges are outlined in order to evaluate the current status for this potentially devastating disease.
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Affiliation(s)
- A Sharma
- Department of Ophthalmology, University of Bonn, Bonn, Germany.,Department of Neurology, University of Bonn, Bonn, Germany
| | - M M Stei
- Department of Ophthalmology, University of Bonn, Bonn, Germany
| | - H Fröhlich
- Algorithmic Bioinformatics, BIT, University of Bonn, Bonn, Germany.,UCB Biosciences GmbH, Monheim, Germany
| | - F G Holz
- Department of Ophthalmology, University of Bonn, Bonn, Germany
| | - K U Loeffler
- Department of Ophthalmology, University of Bonn, Bonn, Germany
| | - M C Herwig-Carl
- Department of Ophthalmology, University of Bonn, Bonn, Germany
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29
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Vaquero-Garcia J, Lalonde E, Ewens KG, Ebrahimzadeh J, Richard-Yutz J, Shields CL, Barrera A, Green CJ, Barash Y, Ganguly A. PRiMeUM: A Model for Predicting Risk of Metastasis in Uveal Melanoma. Invest Ophthalmol Vis Sci 2017; 58:4096-4105. [PMID: 28828481 PMCID: PMC6108308 DOI: 10.1167/iovs.17-22255] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Purpose To create an interactive web-based tool for the Prediction of Risk of Metastasis in Uveal Melanoma (PRiMeUM) that can provide a personalized risk estimate of developing metastases within 48 months of primary uveal melanoma (UM) treatment. The model utilizes routinely collected clinical and tumor characteristics on 1227 UM, with the option of including chromosome information when available. Methods Using a cohort of 1227 UM cases, Cox proportional hazard modeling was used to assess significant predictors of metastasis including clinical and chromosomal characteristics. A multivariate model to predict risk of metastasis was evaluated using machine learning methods including logistic regression, decision trees, survival random forest, and survival-based regression models. Based on cross-validation results, a logistic regression classifier was developed to compute an individualized risk of metastasis based on clinical and chromosomal information. Results The PRiMeUM model provides prognostic information for personalized risk of metastasis in UM. The accuracy of the risk prediction ranged between 80% (using chromosomal features only), 83% using clinical features only (age, sex, tumor location, and size), and 85% (clinical and chromosomal information). Kaplan-Meier analysis showed these risk scores to be highly predictive of metastasis (P < 0.0001). Conclusions PRiMeUM provides a tool for predicting an individual's personal risk of metastasis based on their individual and tumor characteristics. It will aid physicians with decisions concerning frequency of systemic surveillance and can be used as a criterion for entering clinical trials for adjuvant therapies.
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Affiliation(s)
- Jorge Vaquero-Garcia
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, United States
| | - Emilie Lalonde
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, United States
| | - Kathryn G Ewens
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, United States
| | - Jessica Ebrahimzadeh
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, United States
| | - Jennifer Richard-Yutz
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, United States
| | - Carol L Shields
- Ocular Oncology Service, Wills Eye Hospital, Thomas Jefferson University, Philadelphia, Pennsylvania, United States
| | - Alejandro Barrera
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, United States
| | - Christopher J Green
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, United States
| | - Yoseph Barash
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, United States.,Department of Computer and Information Science, University of Pennsylvania, Philadelphia, United States
| | - Arupa Ganguly
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, United States
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30
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Karol SE, Larsen E, Cheng C, Cao X, Yang W, Ramsey LB, Fernandez CA, McCorkle JR, Paugh SW, Autry RJ, Lopez-Lopez E, Diouf B, Jeha S, Pui CH, Raetz EA, Winick NJ, Carroll WL, Hunger SP, Loh ML, Devidas M, Evans WE, Yang JJ, Relling MV. Genetics of ancestry-specific risk for relapse in acute lymphoblastic leukemia. Leukemia 2017; 31:1325-1332. [PMID: 28096535 PMCID: PMC5462853 DOI: 10.1038/leu.2017.24] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 12/16/2016] [Accepted: 01/09/2017] [Indexed: 02/06/2023]
Abstract
The causes of individual relapses in children with acute lymphoblastic leukemia (ALL) remain incompletely understood. We evaluated the contribution of germline genetic factors to relapse in 2225 children treated on Children's Oncology Group trial AALL0232. We identified 302 germline single-nucleotide polymorphisms (SNPs) associated with relapse after adjusting for treatment and ancestry and 715 additional SNPs associated with relapse in an ancestry-specific manner. We tested for replication of these relapse-associated SNPs in external data sets of antileukemic drug pharmacokinetics and pharmacodynamics and an independent clinical cohort. 224 SNPs were associated with rapid drug clearance or drug resistance, and 32 were replicated in the independent cohort. The adverse risk associated with black and Hispanic ancestries was attenuated by addition of the 4 SNPs most strongly associated with relapse in these populations (for blacks: model without SNPs hazard ratio (HR)=2.32, P=2.27 × 10-4, model with SNPs HR=1.07, P=0.79; for Hispanics: model without SNPs HR=1.7, P=8.23 × 10-5, model with SNPs HR=1.31, P=0.065). Relapse SNPs associated with asparaginase resistance or allergy were overrepresented among SNPs associated with relapse in the more asparaginase intensive treatment arm (20/54 in Capizzi-methorexate arm vs 8/54 in high-dose methotrexate arm, P=0.015). Inherited genetic variation contributes to race-specific and treatment-specific relapse risk.
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Affiliation(s)
- S E Karol
- Comprehensive Cancer Center, St Jude Children's Research Hospital, Memphis, TN, USA
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - E Larsen
- Department of Pediatrics, Maine Medical Center, Portland, ME, USA
| | - C Cheng
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - X Cao
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - W Yang
- Department of Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN, USA
| | - L B Ramsey
- Department of Pharmacy Research, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - C A Fernandez
- Department of Pharmaceutical Sciences, University of Pittsburgh, Pittsburgh, PA, USA
| | - J R McCorkle
- Department of Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN, USA
| | - S W Paugh
- Department of Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN, USA
| | - R J Autry
- Department of Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN, USA
| | - E Lopez-Lopez
- Department of Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN, USA
| | - B Diouf
- Department of Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN, USA
| | - S Jeha
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - C-H Pui
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - E A Raetz
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - N J Winick
- Department of Pediatrics, University of Texas, Southwestern Medical Center, Dallas, TX, USA
| | - W L Carroll
- Perlmutter Cancer Center, Department of Pediatrics and Pathology, New York University Langone Medical Center, New York, NY, USA
| | - S P Hunger
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - M L Loh
- Department of Pediatrics, University of California School of Medicine, San Francisco, CA, USA
| | - M Devidas
- Department of Biostatistics, Colleges of Medicine, Public Health and Health Professions, University of Florida, Gainesville, FL, USA
| | - W E Evans
- Department of Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN, USA
| | - J J Yang
- Department of Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN, USA
| | - M V Relling
- Department of Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN, USA
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Sipos E, Hegyi K, Treszl A, Steiber Z, Mehes G, Dobos N, Fodor K, Olah G, Szekvolgyi L, Schally AV, Halmos G. Concurrence of chromosome 3 and 4 aberrations in human uveal melanoma. Oncol Rep 2017; 37:1927-1934. [PMID: 28350068 PMCID: PMC5367339 DOI: 10.3892/or.2017.5496] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Accepted: 02/10/2017] [Indexed: 12/25/2022] Open
Abstract
Uveal melanoma (UM) is the most common primary intraocular malignancy with a very poor prognosis. The most frequent chromosome aberration in UM is the monosomy of chromosome 3. Previously, we demonstrated that ~50% of UMs express type-I receptor for luteinizing hormone‑releasing hormone (LH-RH-R). The gene encoding LH-RH-R is located in chromosome 4 (location: 4q21.2); however, the occurrence of numerical aberrations of chromosome 4 have never been studied in UM. In the present study, we investigated the abnormalities of chromosome 3 and 4, and the possible correlation between them, as well as with LH-RH-R expression. Forty-six specimens of UM were obtained after enucleation. Numerical aberrations of chromosome 3 and 4 were studied by fluorescence in situ hybridization (FISH). Chromosome 4 was detected in normal biparental disomy only in 14 (30%) samples; however, 32 cases (70%) showed more than 2 signals/nucleus. Monosomy of chromosome 3 could be found in 16 (35%) samples. In 6 specimens (13%), more than 2 copies of chromosome 3 were found, while normal biparental disomy was detected in 24 (52%) samples. Statistical analysis indicated a statistically significant (p<0.05) correlation between the copy number of chromosome 3 and 4. Moreover, moderate difference was revealed in the survival rate of the UM patients with various pathological profiles. No correlation was found between chromosome aberrations and LH-RH-R expression. Our results clearly demonstrate abnormalities in chromosome 3 and 4 and the incidence of the monosomy of chromosome 3 in human UM. In summary, our results provide new incite concerning the genetic background of this tumor. Our findings could contribute to a more precise determination of the prognosis of human UM and to the development of new therapeutic approaches to this malignancy.
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Affiliation(s)
- Eva Sipos
- Department of Biopharmacy, University of Debrecen, 4032 Debrecen, Hungary
| | - Kata Hegyi
- Department of Pathology, University of Debrecen, 4032 Debrecen, Hungary
| | - Andrea Treszl
- Department of Biopharmacy, University of Debrecen, 4032 Debrecen, Hungary
| | - Zita Steiber
- Department of Ophthalmology, University of Debrecen, 4032 Debrecen, Hungary
| | - Gabor Mehes
- Department of Pathology, University of Debrecen, 4032 Debrecen, Hungary
| | - Nikoletta Dobos
- Department of Biopharmacy, University of Debrecen, 4032 Debrecen, Hungary
| | - Klara Fodor
- Department of Biopharmacy, University of Debrecen, 4032 Debrecen, Hungary
| | - Gabor Olah
- Department of Biopharmacy, University of Debrecen, 4032 Debrecen, Hungary
| | - Lorant Szekvolgyi
- MTA-DE Momentum, Genome Architecture and Recombination Research Group, Research Centre for Molecular Medicine; Department of Biochemistry and Molecular Biology, University of Debrecen, 4032 Debrecen, Hungary
| | - Andrew V. Schally
- Endocrine, Polypeptide and Cancer Institute and South Florida VA Foundation for Research and Education, Veterans Affairs Medical Center, Miami, FL 33125, USA
- Department of Pathology, Miller School of Medicine, University of Miami, Miami, FL 33101, USA
- Department of Medicine, Divisions of Hematology-Oncology and Endocrinology, Miller School of Medicine, University of Miami, Miami, FL 33101, USA
- Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL 33136, USA
| | - Gabor Halmos
- Department of Biopharmacy, University of Debrecen, 4032 Debrecen, Hungary
- Endocrine, Polypeptide and Cancer Institute and South Florida VA Foundation for Research and Education, Veterans Affairs Medical Center, Miami, FL 33125, USA
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Jager MJ, Dogrusöz M, Woodman SE. Uveal Melanoma: Identifying Immunological and Chemotherapeutic Targets to Treat Metastases. Asia Pac J Ophthalmol (Phila) 2017; 6:179-185. [PMID: 28399339 DOI: 10.22608/apo.201782] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Accepted: 04/05/2017] [Indexed: 11/08/2022] Open
Abstract
Uveal melanoma is an intraocular malignancy that, depending on its size and genetic make-up, may lead to metastases in up to 50% of cases. Currently, no therapy has been proven to improve survival. However, new therapies exploiting immune responses against metastases are being developed. The primary tumor is well characterized: tumors at high risk of developing metastases often contain macrophages and lymphocytes. However, these lymphocytes are often regulatory T cells that may suppress immune response. Currently, immune checkpoint inhibitors have shown marked efficacy in multiple cancers (eg, cutaneous melanoma) but do not yet improve survival in uveal melanoma patients. More knowledge needs to be acquired regarding the function of T cells in uveal melanoma. Other therapeutic options are related to the biochemical pathways. Targeting the RAF-MEK-ERK pathway with small molecule MEK inhibitors abrogates the growth of UM cells harboring GNAQ/GNA11 Q209 mutations, suggesting that these aberrant G-protein oncogenes mediate, at least in part, their effect through this hallmark proliferation pathway. Other pathways are also implicated, such as those involving c-Jun and YAP. Further studies may show how interference in the different pathways may affect survival.
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Affiliation(s)
- Martine J Jager
- Department of Ophthalmology, Leiden University Medical Center, Leiden, The Netherlands
| | - Mehmet Dogrusöz
- Department of Ophthalmology, Leiden University Medical Center, Leiden, The Netherlands
| | - Scott E Woodman
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
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Abstract
Uveal melanoma is the most common primary malignant tumor of the eye in adults, predominantly found in Caucasians. Local tumor control of uveal melanoma is excellent, yet this malignancy is associated with relatively high mortality secondary to metastasis. Various clinical, histopathological, cytogenetic features and gene expression features help in estimating the prognosis of uveal melanoma. The clinical features associated with poor prognosis in patients with uveal melanoma include older age at presentation, male gender, larger tumor basal diameter and thickness, ciliary body location, diffuse tumor configuration, association with ocular/oculodermal melanocytosis, extraocular tumor extension, and advanced tumor staging by American Joint Committee on Cancer classification. Histopathological features suggestive of poor prognosis include epithelioid cell type, high mitotic activity, higher values of mean diameter of ten largest nucleoli, higher microvascular density, extravascular matrix patterns, tumor-infiltrating lymphocytes, tumor-infiltrating macrophages, higher expression of insulin-like growth factor-1 receptor, and higher expression of human leukocyte antigen Class I and II. Monosomy 3, 1p loss, 6q loss, and 8q and those classified as Class II by gene expression are predictive of poor prognosis of uveal melanoma. In this review, we discuss the prognostic factors of uveal melanoma. A database search was performed on PubMed, using the terms “uvea,” “iris,” “ciliary body,” “choroid,” “melanoma,” “uveal melanoma” and “prognosis,” “metastasis,” “genetic testing,” “gene expression profiling.” Relevant English language articles were extracted, reviewed, and referenced appropriately.
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Affiliation(s)
- Swathi Kaliki
- Institute for Eye Cancer, L V Prasad Eye Institute, Banjara Hills, Support provided by Operation Eyesight Institute for Eye Cancer (SK) and Hyderabad Eye Research Foundation (SK), Hyderabad, India
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Nichols EE, Richmond A, Daniels AB. Tumor Characteristics, Genetics, Management, and the Risk of Metastasis in Uveal Melanoma. Semin Ophthalmol 2016; 31:304-9. [PMID: 27128983 PMCID: PMC5526754 DOI: 10.3109/08820538.2016.1154175] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Uveal melanoma is the most common intraocular malignancy in adults. Although rates of local control for uveal melanoma exceed 95% with radiotherapy or enucleation, as many as 50% of patients develop hematogenous metastases, which manifest in the decades following initial diagnosis and are uniformly and rapidly fatal. Recent compelling evidence suggests that not all uveal melanomas are themselves equivalent with respect to metastatic potential and patient survival. This review focuses on the mounting evidence of survival disparities based on intrinsic tumor clinical and histopathologic characteristics and based on tumor genetics and gene expression profiles.
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Affiliation(s)
- Erin E. Nichols
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Ann Richmond
- Tennessee Valley Healthcare System, Department of Veterans Affairs, Nashville, TN, USA
- Department of Cancer Biology, Vanderbilt University, Nashville, TN, USA
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Anthony B. Daniels
- Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Cancer Biology, Vanderbilt University, Nashville, TN, USA
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Radiation Oncology, Vanderbilt University Medical Center, Nashville, TN, USA
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González-Navarro FF, Belanche-Muñoz LA, Gámez-Moreno MG, Flores-Ríos BL, Ibarra-Esquer JE, López-Morteo GA. Gene discovery for facioscapulohumeral muscular dystrophy by machine learning techniques. Genes Genet Syst 2016; 90:343-56. [PMID: 26960968 DOI: 10.1266/ggs.15-00017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Facioscapulohumeral muscular dystrophy (FSHD) is a neuromuscular disorder that shows a preference for the facial, shoulder and upper arm muscles. FSHD affects about one in 20-400,000 people, and no effective therapeutic strategies are known to halt disease progression or reverse muscle weakness or atrophy. Many genes may be incorrectly regulated in affected muscle tissue, but the mechanisms responsible for the progressive muscle weakness remain largely unknown. Although machine learning (ML) has made significant inroads in biomedical disciplines such as cancer research, no reports have yet addressed FSHD analysis using ML techniques. This study explores a specific FSHD data set from a ML perspective. We report results showing a very promising small group of genes that clearly separates FSHD samples from healthy samples. In addition to numerical prediction figures, we show data visualizations and biological evidence illustrating the potential usefulness of these results.
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Corrêa ZM, Augsburger JJ. Independent Prognostic Significance of Gene Expression Profile Class and Largest Basal Diameter of Posterior Uveal Melanomas. Am J Ophthalmol 2016; 162:20-27.e1. [PMID: 26596399 DOI: 10.1016/j.ajo.2015.11.019] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2014] [Revised: 11/11/2015] [Accepted: 11/11/2015] [Indexed: 11/17/2022]
Abstract
PURPOSE To determine whether any conventional clinical prognostic factors for metastasis from uveal melanoma retain prognostic significance in multivariate models incorporating gene expression profile (GEP) class of the tumor cells. DESIGN Prospective, interventional case series with a prognostic model. METHODS Single-institution study of GEP testing and other conventional prognostic factors for metastasis and metastatic death in 299 patients with posterior uveal melanoma evaluated by fine-needle aspiration biopsy (FNAB) at the time of or shortly prior to initial treatment. Univariate prognostic significance of all evaluated potential prognostic variables (patient age, largest linear basal diameter of tumor [LBD], tumor thickness, intraocular location of tumor, melanoma cytomorphologic subtype, and GEP class) was performed by comparison of Kaplan-Meier event rate curves and univariate Cox proportional hazards modeling. Multivariate prognostic significance of combinations of significant prognostic factors identified by univariate analysis was performed using step-up and step-down Cox proportional hazards modeling. RESULTS GEP class was the strongest prognostic factor for metastatic death in this series. However, tumor LBD, tumor thickness, and intraocular tumor location also proved to be significant individual prognostic factors in this study. On multivariate analysis, a 2-term model that incorporated GEP class and largest basal diameter was associated with strong independent significance of each of the factors. CONCLUSION Although GEP test is the most robust prognostic indicator in uveal melanoma and early studies of mostly larger tumors found that no clinicopathologic factors had significant prognostic value independent of GEP, our single-center study, which included a substantial proportion of smaller tumors, showed that both GEP and LBD of the tumor are independent prognostic factors for metastasis and metastatic death in multivariate analysis.
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Affiliation(s)
- Zélia M Corrêa
- Department of Ophthalmology and the Ophthalmic Pathology Laboratory, College of Medicine, University of Cincinnati; and Ocular Oncology & Diagnostic Ocular Ultrasonography Service, University of Cincinnati Academic Health Center, Cincinnati, Ohio.
| | - James J Augsburger
- Department of Ophthalmology and the Ophthalmic Pathology Laboratory, College of Medicine, University of Cincinnati; and Ocular Oncology & Diagnostic Ocular Ultrasonography Service, University of Cincinnati Academic Health Center, Cincinnati, Ohio
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miRNA-214: Expression, Therapeutic and Diagnostic Potential in Cancer. TUMORI JOURNAL 2015; 101:375-83. [PMID: 26108246 DOI: 10.5301/tj.5000318] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/25/2015] [Indexed: 01/08/2023]
Abstract
MicroRNAs (miRNAs) are small noncoding RNAs that negatively regulate gene expression by binding to the 3' untranslated region of their target mRNAs. Recent work supports a role for miRNAs in the initiation and progression of human cancer. miRNA-214 not only mediates differentiation, senescence, angiogenesis, cell migration and virus replication but also acts as a tumor suppressor gene and oncogene. Increasing evidence indicates that miRNA-214 may serve as a biomarker in some cancer types. The aim of this review is to highlight and clarify the complexity of miRNA-214 activity, emphasizing its significant therapeutic and diagnostic potential.
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Nabil AA, Marie S, Marc-Henri S, Nathalie C, Laurence D, Sophie PN, Olivier L, Sergio RR. Upcoming translational challenges for uveal melanoma. Br J Cancer 2015; 113:1249-53. [PMID: 26505679 PMCID: PMC4815787 DOI: 10.1038/bjc.2015.269] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2015] [Revised: 06/10/2015] [Accepted: 06/13/2015] [Indexed: 12/27/2022] Open
Abstract
The past few years have witnessed major advances in the understanding of the molecular landscape of uveal melanoma (UM). The discovery of a mutational background that is completely different from the one of skin melanoma has granted to UM a stand-alone status. The absence of effective therapy for metastatic disease offers now a chessboard for targeted therapy but at the same time urges preclinical science to develop accordingly, to guide the use of economical resources to the best profit of patients. This review describes the current knowledge on the biology of this disease and discusses the challenges that must be undertaken to translate this knowledge into real benefit for patients.
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Affiliation(s)
- Amirouchene-Angelozzi Nabil
- Candiolo Cancer Institute - Fondazione Piemontese per la Ricerca sul Cancro (FPRC), Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Candiolo, Torino 10060, Italy
| | - Schoumacher Marie
- Department of Translational Research, Institut Curie, 26 rue d'Ulm, Paris 75005, France
| | | | - Cassoux Nathalie
- Department of Ophthalmological Oncology, Institut Curie, 26 rue d'Ulm, Paris 75005, France
| | - Desjardins Laurence
- Department of Ophthalmological Oncology, Institut Curie, 26 rue d'Ulm, Paris 75005, France
| | | | - Lantz Olivier
- INSERM U932, Institut Curie, 26 rue d'Ulm, Paris 75005, France
| | - Roman-Roman Sergio
- Department of Translational Research, Institut Curie, 26 rue d'Ulm, Paris 75005, France
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40
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Kaur J, Malik MA, Gulati R, Azad SV, Goswami S. Genetic determinants of uveal melanoma. Tumour Biol 2014; 35:11711-7. [PMID: 25296731 DOI: 10.1007/s13277-014-2681-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2013] [Accepted: 07/18/2013] [Indexed: 11/27/2022] Open
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Minca EC, Tubbs RR, Portier BP, Wang Z, Lanigan C, Aronow ME, Triozzi PL, Singh A, Cook JR, Saunthararajah Y, Plesec TP, Schoenfield L, Cawich V, Sulpizio S, Schultz RA. Genomic microarray analysis on formalin-fixed paraffin-embedded material for uveal melanoma prognostication. Cancer Genet 2014; 207:306-15. [PMID: 25442074 DOI: 10.1016/j.cancergen.2014.08.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2014] [Revised: 07/07/2014] [Accepted: 08/21/2014] [Indexed: 11/30/2022]
Abstract
Cytogenetic alterations are strong outcome prognosticators in uveal melanoma (UVM). Monosomy 3 (-3) and MYC amplification at 8q24 are commonly tested by fluorescence in situ hybridization (FISH). Alternatively, microarray analysis provides whole genome data, detecting partial chromosome loss, loss of heterozygosity (LOH), or abnormalities unrepresented by FISH probes. Nonfixed frozen tissue is conventionally used for microarray analysis but may not always be available. We assessed the feasibility of genomic microarray analysis for high resolution interrogation of UVM using formalin-fixed paraffin-embedded tissue (FFPET) as an alternative to frozen tissue (FZT). Enucleations from 44 patients (clinical trial NCT00952939) yielded sufficient DNA from FFPET (n = 34) and/or frozen tissue (n = 41) for comparative genomic hybridization and select single nucleotide polymorphism analysis (CGH/SNP) on Roche-NimbleGen OncoChip arrays. CEP3 FISH analysis was performed on matched cytology ThinPrep material. CGH/SNP analysis was successful in 30 of 34 FFPET and 41 of 41 FZT samples. Of 27 paired FFPET/FZT samples, 26 (96.3%) were concordant for at least four of six major recurrent abnormalities (-3, +8q, -1p, +6p, -6q, -8p), and 25 of 27 (92.6%) were concordant for -3. Results of CGH/SNP were concordant with the CEP3 FISH results in 27 of 30 (90%) FFPET and 38 of 41 (92.6%) FZT cases; partial -3q was detected in two CEP3 FISH-negative cases and whole chromosome 3, 4, and 6 SNP-LOH in one case. CGH detection of -3, +8q, -8p on FFPET and FZT showed significant correlation with the clinical outcome measures (metastasis development, time to progression, survival). Results of the UVM genotyping by CGH/SNP on FFPET are highly concordant with those of the FZT analysis and with those of the CEP3 FISH analysis, and therefore CGH/SNP is a practical method for UVM prognostication. Genome-wide coverage provides additional data with potential relevance to UVM biology, diagnosis, and prognosis.
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Affiliation(s)
- Eugen C Minca
- Departments of Molecular and Anatomic Pathology, Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Raymond R Tubbs
- Departments of Molecular and Anatomic Pathology, Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Bryce P Portier
- Departments of Molecular and Anatomic Pathology, Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Zhen Wang
- Departments of Molecular and Anatomic Pathology, Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Christopher Lanigan
- Departments of Molecular and Anatomic Pathology, Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Mary E Aronow
- Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
| | | | - Arun Singh
- Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
| | - James R Cook
- Departments of Molecular and Anatomic Pathology, Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
| | | | - Thomas P Plesec
- Departments of Molecular and Anatomic Pathology, Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Lynn Schoenfield
- Departments of Molecular and Anatomic Pathology, Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Victoria Cawich
- Signature Genomics Laboratories, Perkin Elmer, Spokane, WA, USA
| | - Scott Sulpizio
- Signature Genomics Laboratories, Perkin Elmer, Spokane, WA, USA
| | - Roger A Schultz
- Signature Genomics Laboratories, Perkin Elmer, Spokane, WA, USA.
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Xu Z, Wang T. miR-214 promotes the proliferation and invasion of osteosarcoma cells through direct suppression of LZTS1. Biochem Biophys Res Commun 2014; 449:190-5. [DOI: 10.1016/j.bbrc.2014.04.140] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2014] [Accepted: 04/26/2014] [Indexed: 01/22/2023]
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Abstract
The eye and periorbital soft tissue are derived from the neuroectodermal neural crest, leading to a wide range of tumor types that arise at this site. The uveal tract (iris, ciliary body, and choroid) normally contains melanocytes, and thus both benign nevi and malignant melanoma can arise there, the choroid being the most frequent site. Uveal melanoma (UM) in adults and retinoblastoma (in young children) are the 2 most common primary intraocular malignancies. Retinoblastoma is the most common eye cancer worldwide, but the most common ocular cancer in the United States and Europe is UM. This review will focus on UM and will include the epidemiology, pathologic findings, prognosis and treatment, and review of ongoing molecular discoveries aimed at elucidating the pathways that could lead to adjuvant therapy. These tumors are not uncommon to dedicated ocular pathologists and may occasionally be encountered by general pathologists as well. First, a short word about metastases to the uveal tract is in order, because of its importance in the differential diagnosis. Although the most common primary malignancy in the adult eye is UM, the most frequent adult intraocular malignancy identified in autopsy studies is metastatic carcinoma to the uveal tract. Metastases usually occur late, and the eye is thus rarely enucleated in this setting. However it is important to be aware of this as sometimes, the ophthalmologist cannot determine clinically if an amelanotic tumor represents melanoma or metastasis, possibly from an unknown primary. Shields and colleagues reported on their experience and found that the most common primary sites for uveal metastasis are breast, followed by lung, and then the gastrointestinal tract. Immunohistochemical stains for cytokeratin or more specific markers such as CK7, CK20, TTF-1, BRST-2, CDX2, and PSA may be helpful if there is no known primary. Metastases to the eye also occur in the orbit, eyelid, and rarely to the retina.
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Al Nakouzi N, Cotteret S, Commo F, Gaudin C, Rajpar S, Dessen P, Vielh P, Fizazi K, Chauchereau A. Targeting CDC25C, PLK1 and CHEK1 to overcome Docetaxel resistance induced by loss of LZTS1 in prostate cancer. Oncotarget 2014; 5:667-78. [PMID: 24525428 PMCID: PMC3996665 DOI: 10.18632/oncotarget.1574] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2013] [Accepted: 01/06/2014] [Indexed: 11/25/2022] Open
Abstract
Docetaxel is used as a standard treatment in patients with metastatic castration-resistant prostate cancer. However, a large subset of patients develops resistance. Understanding resistance mechanisms, which are largely unknown, will allow identification of predictive biomarkers and therapeutic targets. We established resistant IGR-CaP1 prostate cancer cell lines for different doses of Docetaxel. We investigated gene expression profiles by microarray analyses in these cell lines and generated a signature of 99 highly differentially expressed genes potentially implicated in chemoresistance. We focused on the role of the cell cycle regulator LZTS1, which was under-expressed in the Docetaxel-resistant cell lines, its inhibition resulting from the promoter methylation. Knockdown of LZTS1 in parental cells with siRNA showed that LZTS1 plays a role in the acquisition of the resistant phenotype. Furthermore, we observed that targeting CDC25C, a partner of LZTS1, with the NSC663284 inhibitor specifically killed the Docetaxel-resistant cells. To further investigate the role of CDC25C, we used inhibitors of the mitotic kinases that regulate CDC25C. Inhibition of CHEK1 and PLK1 induced growth arrest and cell death in the resistant cells. Our findings identify an important role of LZTS1 through its regulation of CDC25C in Docetaxel resistance in prostate cancer and suggest that CDC25C, or the mitotic kinases CHEK1 and PLK1, could be efficient therapeutic targets to overcome Docetaxel resistance.
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Affiliation(s)
- Nader Al Nakouzi
- Prostate Cancer Group, INSERM U981, Gustave Roussy, Villejuif, F-94805, France
- INSERM U981, LabEx LERMIT, Gustave Roussy
- University Paris-Sud 11, France
| | - Sophie Cotteret
- Prostate Cancer Group, INSERM U981, Gustave Roussy, Villejuif, F-94805, France
- INSERM U981, LabEx LERMIT, Gustave Roussy
- University Paris-Sud 11, France
| | - Frédéric Commo
- INSERM U981, LabEx LERMIT, Gustave Roussy
- University Paris-Sud 11, France
| | - Catherine Gaudin
- Prostate Cancer Group, INSERM U981, Gustave Roussy, Villejuif, F-94805, France
- INSERM U981, LabEx LERMIT, Gustave Roussy
- University Paris-Sud 11, France
| | - Shanna Rajpar
- Prostate Cancer Group, INSERM U981, Gustave Roussy, Villejuif, F-94805, France
- INSERM U981, LabEx LERMIT, Gustave Roussy
- University Paris-Sud 11, France
| | | | - Philippe Vielh
- INSERM U981, LabEx LERMIT, Gustave Roussy
- Department of Pathology, HistoCytoPathology Unit, Translational Research Laboratory and Biobank, Gustave Roussy
- University Paris-Sud 11, France
| | - Karim Fizazi
- Prostate Cancer Group, INSERM U981, Gustave Roussy, Villejuif, F-94805, France
- INSERM U981, LabEx LERMIT, Gustave Roussy
- Department of Medicine, Gustave Roussy
- University Paris-Sud 11, France
| | - Anne Chauchereau
- Prostate Cancer Group, INSERM U981, Gustave Roussy, Villejuif, F-94805, France
- INSERM U981, LabEx LERMIT, Gustave Roussy
- University Paris-Sud 11, France
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Lim LA, Miyamoto C, Blanco P, Bakalian S, Burnier MN. Case report: an atypical peripapillary uveal melanoma. BMC Ophthalmol 2014; 14:13. [PMID: 24490833 PMCID: PMC3917623 DOI: 10.1186/1471-2415-14-13] [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] [Received: 03/06/2013] [Accepted: 12/10/2013] [Indexed: 11/10/2022] Open
Abstract
Background The treatment of uveal melanoma has seen a shift towards eye conserving treatments. Efforts have been made towards the identification of patients at high risk of metastatic disease with the use of prognostic fine needle biopsy, Monosomy 3 a risk factor for metastatic death thought to occur early in the development of uveal melanoma. Case presentation We report a case in which an atypical optic nerve lesion was found to be a peripapillary primary uveal melanoma with distinct non-pigmented and pigmented halves on gross dissection and corresponding disomy 3 and monosomy 3 halves. The tumour demonstrated rapid growth with apparent transformation from disomy 3 to monosomy 3. Conclusions These are clinical features that challenge the current concepts of the cytogenetic pathogenesis of uveal melanoma and demonstrate the potential problems and limitations of prognostic fine needle biopsy and molecular classifications.
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Affiliation(s)
- Li-Anne Lim
- The Henry C, Witelson Ocular Pathology Laboratory, McGill University, 3775 University St,, Room 216, Montreal, QC H3A 2B4, Canada.
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Lin CW, Chang YL, Chang YC, Lin JC, Chen CC, Pan SH, Wu CT, Chen HY, Yang SC, Hong TM, Yang PC. MicroRNA-135b promotes lung cancer metastasis by regulating multiple targets in the Hippo pathway and LZTS1. Nat Commun 2013; 4:1877. [PMID: 23695671 DOI: 10.1038/ncomms2876] [Citation(s) in RCA: 226] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2013] [Accepted: 04/12/2013] [Indexed: 02/06/2023] Open
Abstract
Dysregulation of microRNAs has a critical role in cancer progression. Here we identify an intronic microRNA, miR-135b that is upregulated in highly invasive non-small-cell lung cancer cells. Expression of miR-135b enhances cancer cell invasive and migratory abilities in vitro and promotes cancer metastasis in vivo, while specific inhibition of miR-135b by a miR-135b-specific molecular sponge and antagomirs suppresses cancer cell invasion, orthotopic lung tumour growth and metastasis in a mouse model. miR-135b targets multiple key components in the Hippo pathway, including LATS2, β-TrCP and NDR2, as well as LZTS1. Expression of miR-135b, LZTS1, LATS2 and nuclear TAZ predicts poor outcomes of non-small-cell lung cancer. We find that miR-135b is dually regulated by DNA demethylation and nuclear factor-kappaB signalling, implying that abnormal expression of miR-135b in cancer may result from inflammatory and epigenetic modulations. We conclude that miR-135b is an oncogenic microRNA and a potential therapeutic target for non-small-cell lung cancer.
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Affiliation(s)
- Ching-Wen Lin
- Graduate Institute of Molecular Medicine, College of Medicine, National Taiwan University, Taipei 10043, Taiwan
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Wielscher M, Liou W, Pulverer W, Singer CF, Rappaport-Fuerhauser C, Kandioler D, Egger G, Weinhäusel A. Cytosine 5-Hydroxymethylation of the LZTS1 Gene Is Reduced in Breast Cancer. Transl Oncol 2013; 6:715-21. [PMID: 24466374 PMCID: PMC3890706 DOI: 10.1593/tlo.13523] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2013] [Revised: 09/06/2013] [Accepted: 09/09/2013] [Indexed: 02/07/2023] Open
Abstract
Change of DNA cytosine methylation (5mC) is an early event in the development of cancer, and the recent discovery of a 5-hydroxymethylated form (5hmC) of cytosine suggests a regulatory epigenetic role that might be different from 5-methylcytosine. Here, we aimed at elucidating the role of 5hmC in breast cancer. To interrogate the 5hmC levels of the leucine zipper, putative tumor suppressor 1 (LZTS1) gene in detail, we analyzed 75 primary breast cancer tissue samples from initial diagnosis and 12 normal breast tissue samples derived from healthy persons. Samples were subjected to 5hmC glucosyltransferase treatment followed by restriction digestion and segment-specific amplification of 11 polymerase chain reaction products. Nine of the 11 5'LZTS1 fragments showed significantly lower (fold change of 1.61-6.01, P < .05) 5hmC content in primary breast cancer tissue compared to normal breast tissue samples. No significant differences were observed for 5mC DNA methylation. Furthermore, both LZTS1 and TET1 mRNA expressions were significantly reduced in tumor samples (n = 75, P < .001, Student's t test), which correlated significantly with 5hmC levels in samples. 5hmC levels in breast cancer tissues were associated with unfavorable histopathologic parameters such as lymph node involvement (P < .05, Student's t test). A decrease of 5hmC levels of LZTS1, a classic tumor suppressor gene known to influence metastasis in breast cancer progression, is correlated to down-regulation of LZTS1 mRNA expression in breast cancer and might epigenetically enhance carcinogenesis. The study provides support for the novel hypothesis that suggests a strong influence of 5hmC on mRNA expression. Finally, one may also consider 5hmC as a new biomarker.
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Affiliation(s)
- Matthias Wielscher
- Molecular Diagnostics Unit, Health and Environment Department, Austrian Institute of Technology, Vienna, Austria
| | - Willy Liou
- Molecular Diagnostics Unit, Health and Environment Department, Austrian Institute of Technology, Vienna, Austria
| | - Walter Pulverer
- Molecular Diagnostics Unit, Health and Environment Department, Austrian Institute of Technology, Vienna, Austria
| | - Christian F Singer
- Department of Obstetrics and Gynecology and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | | | | | - Gerda Egger
- Clinical Institute of Pathology, Medical University of Vienna, Vienna, Austria
| | - Andreas Weinhäusel
- Molecular Diagnostics Unit, Health and Environment Department, Austrian Institute of Technology, Vienna, Austria
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Werdich XQ, Jakobiec FA, Singh AD, Kim IK. A review of advanced genetic testing for clinical prognostication in uveal melanoma. Semin Ophthalmol 2013; 28:361-71. [PMID: 24010756 DOI: 10.3109/08820538.2013.825290] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Uveal melanoma (UM) has a strong propensity to metastasize and the prognosis for metastatic disease is very poor. It has been suggested that occult micrometastases are already present, but undetectable, in many patients at the time when the primary ocular tumor is diagnosed and treated. To identify high-risk patients for close monitoring and early intervention with prophylactic adjuvant systemic therapy, an accurate predictive system is necessary for stratifying those patients at risk of developing metastatic disease. To date, many clinical and histopathological features, molecular pathway characteristics, and genetic fingerprints of UM have been suggested for disease prognostication. Among the newest of them, tumor genetics has received the most attention in demonstrating promise as a prognostic tool. Because of the plethora of recent developments, we summarize and compare in this review the important standard and more advanced cytogenetic prognostic markers. We further describe the variety of genetic tests available for prognostication of UM, and provide a critical assessment of the respective advantages and disadvantages of these tools.
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Affiliation(s)
- Xiang Q Werdich
- Department of Ophthalmology, Massachusetts Eye and Ear Infirmary, Harvard Medical School , Boston, Massachusetts , USA and
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Metastatic Lesions with and without Interleukin-18–Dependent Genes in Advanced-Stage Melanoma Patients. THE AMERICAN JOURNAL OF PATHOLOGY 2013; 183:69-82. [DOI: 10.1016/j.ajpath.2013.03.026] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2012] [Revised: 03/12/2013] [Accepted: 03/13/2013] [Indexed: 01/07/2023]
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Multiplex ligation-dependent probe amplification (MLPA) in tumor diagnostics and prognostics. ACTA ACUST UNITED AC 2013; 21:189-206. [PMID: 23111197 DOI: 10.1097/pdm.0b013e3182595516] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The increasing knowledge about genetic alterations and molecular biomarkers in cancer initiation and progression opens new possibilities for the treatment of various types of cancer. This requires the inclusion of sensitive, and preferably multiplex, methods for the detection of molecular genetic alterations in the toolbox of classic pathology. Multiplex ligation-dependent probe amplification (MLPA) is a multiplex polymerase chain reaction-based method that can detect changes in the gene copy number status, DNA methylation, and point mutations simultaneously. MLPA probes recognize target sequences of only 50 to 100 nucleotides in length. This makes it possible to use MLPA even on highly fragmented DNA, and allows the detection of small deletions encompassing only a single exon. MLPA is a reliable, cost-effective, and robust method that can be performed using a standard thermocycler and capillary electrophoresis equipment, generating results within 24 hours with a short hands-on working time. Up to 50 different genomic locations can be tested in a single reaction, which can be sufficient to detect those genetic alterations that are of diagnostic and prognostic significance in a certain tumor entity. In the last years, MLPA has been used successfully in tumor diagnostics and in cancer research. This review gives an overview on the collected experience of MLPA applications on tumor DNA, about the advantages but also potential pitfalls and limitations of this technique.
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