1
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Xu Y, Zhong J, Liu Z, Li D. The role of monoglyceride lipase gene in promoting proliferation, metastasis, and free fatty acid accumulation in uveal melanoma cells. Hum Cell 2024; 37:1719-1733. [PMID: 39181971 DOI: 10.1007/s13577-024-01120-8] [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: 05/27/2024] [Accepted: 08/09/2024] [Indexed: 08/27/2024]
Abstract
Uveal melanoma is a malignant tumor originating from melanocytes in the eye's uvea, often detected during routine ophthalmic examinations due to its typically asymptomatic nature. Despite effective local treatments, up to 50% of patients develop hematogenous metastases, highlighting the need for better prognostic markers and therapeutic targets. In this study, we developed an innovative Metastasis-Related Gene Signature (MERGS) score to classify patients from various cohorts. By establishing this scoring method, we discovered underlying mechanisms responsible for significant differences between samples with high and low MERGS scores. We identified a set of ten genes to construct MERGS, which showed a high predictive accuracy for patient survival. Further, Monoglyceride Lipase (MGLL) emerged as the most important gene in distinguishing uveal melanoma metastasis. Functional studies demonstrated that knocking down MGLL significantly inhibited proliferation, invasion, and migration of uveal melanoma cells in vitro and in vivo, while overexpression of MGLL enhanced these malignant behaviors. Additionally, MGLL modulated free fatty acid (FFA) levels within these cells. Our findings reveal MGLL as a crucial player in uveal melanoma progression and propose it as a novel therapeutic target, potentially leading to improved management and outcomes for patients with this disease.
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Affiliation(s)
- Yanan Xu
- Department of Ophthalmology, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian, China
| | - Jiangming Zhong
- Provincial Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital,Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, Fujian, China
- Department of Medical Oncology, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, Fujian, China
| | - Zhenhua Liu
- Provincial Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital,Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, Fujian, China.
- Department of Medical Oncology, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, Fujian, China.
| | - Deyu Li
- Provincial Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital,Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, Fujian, China.
- Department of Medical Oncology, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, Fujian, China.
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2
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Velez G, Wolf J, Dufour A, Mruthyunjaya P, Mahajan VB. Cross-Platform Identification and Validation of Uveal Melanoma Vitreous Protein Biomarkers. Invest Ophthalmol Vis Sci 2023; 64:14. [PMID: 37955612 PMCID: PMC10653261 DOI: 10.1167/iovs.64.14.14] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 10/20/2023] [Indexed: 11/14/2023] Open
Abstract
Purpose The purpose of this study was to profile protein expression liquid vitreous biopsies from patients with uveal melanoma (UM) using mass spectrometry to identify prognostic biomarkers, signaling pathways, and therapeutic targets. Methods Vitreous biopsies were collected from two cohorts in a pilot study: comparative control eyes with epiretinal membranes (ERM; n = 3) and test eyes with UM (n = 8). Samples were analyzed using liquid chromatography-tandem mass spectrometry (LC-MS/MS). Identified proteins were compared to data from a targeted multiplex ELISA proteomics platform. Results A total of 69 significantly elevated proteins were detected in the UM vitreous, including LYVE-1. LC-MS/MS identified 62 significantly upregulated proteins in UM vitreous that were not previously identified by ELISA. Analysis of differential protein expression by tumor molecular classification (gene expression profiling [GEP] and preferentially expressed antigen in melanoma [PRAME]) further identified proteins that correlated with these classifications. Patients with high-risk GEP tumors displayed elevated vitreous expression of HGFR (fold-change [FC] = 2.66E + 03, P value = 0.003) and PYGL (FC = 1.02E + 04, P = 1.72E-08). Patients with PRAME positive tumors displayed elevated vitreous expression of ENPP-2 (FC = 3.21, P = 0.04), NEO1 (FC = 2.65E + 03, P = 0.002), and LRP1 (FC = 5.59E + 02, P value = 0.01). IGF regulatory effectors were highly represented (P value = 1.74E-16). Cross-platform analysis validated seven proteins identified by ELISA and LC-MS/MS. Conclusions Proteomic analysis of liquid biopsies may provide prognostic information supporting gene expression of tumor biopsies. The use of multiple protein detection platforms in the same patient samples increases the sensitivity of candidate biomarker detection and allows for precise characterization of the vitreous proteome.
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Affiliation(s)
- Gabriel Velez
- Molecular Surgery Laboratory, Stanford University, Palo Alto, California, United States
- Department of Ophthalmology, Byers Eye Institute, Stanford University, Palo Alto, California, United States
| | - Julian Wolf
- Molecular Surgery Laboratory, Stanford University, Palo Alto, California, United States
- Department of Ophthalmology, Byers Eye Institute, Stanford University, Palo Alto, California, United States
| | - Antoine Dufour
- Department of Physiology and Pharmacology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Prithvi Mruthyunjaya
- Department of Ophthalmology, Byers Eye Institute, Stanford University, Palo Alto, California, United States
| | - Vinit B. Mahajan
- Molecular Surgery Laboratory, Stanford University, Palo Alto, California, United States
- Department of Ophthalmology, Byers Eye Institute, Stanford University, Palo Alto, California, United States
- Veterans Affairs Palo Alto Health Care System, Palo Alto, California, United States
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3
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Hussain RN, Damato B, Heimann H. Choroidal biopsies; a review and optimised approach. Eye (Lond) 2023; 37:900-906. [PMID: 35941182 PMCID: PMC10050311 DOI: 10.1038/s41433-022-02194-0] [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: 03/25/2022] [Revised: 07/11/2022] [Accepted: 07/18/2022] [Indexed: 11/09/2022] Open
Abstract
The majority of choroidal tumours are diagnosed accurately with clinical examination and the additional data obtained from non-invasive imaging techniques. Choroidal biopsies may be undertaken for diagnostic clarity in cases such as small melanocytic or indeterminate lesions, identifying the primary tumour in the case of choroidal metastases or the subclassification of rarer conditions such as uveal lymphoma. There is however an increasing use of biopsy techniques for prognostication in uveal melanoma. This review explores the main indications and surgical techniques for tumour acquisition, and the optimised approach utilised by the current authors to improve successful yield for histological and genetic analysis.
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Affiliation(s)
- R N Hussain
- Liverpool Ocular Oncology Centre, Royal Liverpool Hospital, Liverpool, L7 8XP, UK.
| | - B Damato
- Ocular Oncology Service, Moorfields Eye Hospital, London, EC1V 2PD, UK
- NIHR Biomedical Research Centre for Ophthalmology at Moorfields Eye Hospital and UCL Institute of Ophthalmology, London, EC1V 2PD, UK
| | - H Heimann
- Liverpool Ocular Oncology Centre, Royal Liverpool Hospital, Liverpool, L7 8XP, UK
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4
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Parappilly MS, Chin Y, Whalen RM, Anderson AN, Robinson TS, Strgar L, Sutton TL, Conley P, Klocke C, Gibbs SL, Chang YH, Wu G, Wong MH, Skalet AH. Circulating Neoplastic-Immune Hybrid Cells Predict Metastatic Progression in Uveal Melanoma. Cancers (Basel) 2022; 14:cancers14194617. [PMID: 36230539 PMCID: PMC9564048 DOI: 10.3390/cancers14194617] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 09/15/2022] [Accepted: 09/19/2022] [Indexed: 01/25/2023] Open
Abstract
Background: Uveal melanoma is an aggressive cancer with high metastatic risk. Recently, we identified a circulating cancer cell population that co-expresses neoplastic and leukocyte antigens, termed circulating hybrid cells (CHCs). In other cancers, CHCs are more numerous and better predict oncologic outcomes compared to circulating tumor cells (CTCs). We sought to investigate the potential of CHCs as a prognostic biomarker in uveal melanoma. Methods: We isolated peripheral blood monocular cells from uveal melanoma patients at the time of primary treatment and used antibodies against leukocyte and melanoma markers to identify and enumerate CHCs and CTCs by immunocytochemistry. Results: Using a multi-marker approach to capture the heterogeneous disseminated tumor cell population, detection of CHCs was highly sensitive in uveal melanoma patients regardless of disease stage. CHCs were detected in 100% of stage I-III uveal melanoma patients (entire cohort, n = 68), whereas CTCs were detected in 58.8% of patients. CHCs were detected at levels statically higher than CTCs across all stages (p = 0.05). Moreover, CHC levels, but not CTCs, predicted 3 year progression-free survival (p < 0.03) and overall survival (p < 0.04). Conclusion: CHCs are a novel and promising prognostic biomarker in uveal melanoma.
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Affiliation(s)
- Michael S. Parappilly
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Yuki Chin
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Riley M. Whalen
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Ashley N. Anderson
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Trinity S. Robinson
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Luke Strgar
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97201, USA
- Department of Computational Biology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Thomas L. Sutton
- Department of Surgery, Oregon Health & Science University, Portland, OR 97239, USA
| | - Patrick Conley
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Christopher Klocke
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Summer L. Gibbs
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97201, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
| | - Young Hwan Chang
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97201, USA
- Department of Computational Biology, Oregon Health & Science University, Portland, OR 97239, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
| | - Guanming Wu
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR 97239, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
| | - Melissa H. Wong
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
- Correspondence: (M.H.W.); (A.H.S.)
| | - Alison H. Skalet
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
- Casey Eye Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Correspondence: (M.H.W.); (A.H.S.)
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5
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Williams BK, Siegel JJ, Alsina KM, Johnston L, Sisco A, LiPira K, Selig SM, Hovland PG. Uveal melanoma patient attitudes towards prognostic testing using gene expression profiling. Melanoma Manag 2022; 9:MMT62. [PMID: 36147875 PMCID: PMC9490505 DOI: 10.2217/mmt-2022-0003] [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] [Received: 07/25/2022] [Accepted: 09/01/2022] [Indexed: 11/24/2022] Open
Abstract
Aim: This study explored uveal melanoma patient experiences and regret following molecular prognostic testing using a 15-gene expression profile (GEP) test. Materials & methods: A retrospective, cross-sectional survey study was conducted through an online questionnaire capturing patient-reported experiences with prognostic biopsy/molecular testing. Results: Of 177 respondents, 159 (90%) wanted prognostic information at diagnosis. Most 15-GEP-tested patients who shared their results (99%) reported gaining value from testing, as did patients tested with other methods. Patients who received prognostic testing experienced lower decision regret than those who opted out. Decision regret did not differ based on GEP class. Conclusion: Most uveal melanoma patients desire prognostic testing and gain value from the GEP, independent of a high- or low-risk result. Uveal melanoma is a rare but aggressive eye cancer, resulting in distant metastasis in nearly 50% of patients. Molecular prognostic testing is often employed to determine who is at high or low risk of developing metastatic disease. A prognostic 15-gene expression profiling (GEP) test is commonly used throughout the USA and parts of Canada. The goal of this survey was to assess patient experiences with the 15-GEP and other prognostic methods. Of the 177 patients who participated in the survey, the majority reported that they wanted prognostic information at the time of diagnosis. Of patients who underwent 15-GEP testing, nearly all reported gaining value from their test result, regardless of their individual risk profile. This study supports prior findings using other prognostic methods that patients prefer information about their risk of metastasis and reinforces the importance of discussing prognostic testing options with newly diagnosed uveal melanoma patients.
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Affiliation(s)
- Basil K Williams
- Department of Ophthalmology, University of Cincinnati College of Medicine, Cincinnati, OH 45219, USA
| | | | | | | | - Amanda Sisco
- Colorado Retina Associates, Englewood, CO 80110, USA
| | | | - Sara M Selig
- Melanoma Research Foundation, Washington, DC 20005, USA
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6
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Bolling JP, Dagan R, Rutenberg M, Mamalui-Hunter M, Buskirk SJ, Heckman MG, Hochwald AP, Slopsema R. Treatment of Uveal Melanoma With Radioactive Iodine 125 Implant Compared With Proton Beam Radiotherapy. Mayo Clin Proc Innov Qual Outcomes 2022; 6:27-36. [PMID: 35005435 PMCID: PMC8715138 DOI: 10.1016/j.mayocpiqo.2021.10.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Objective To review the current state of radiation therapy for uveal melanoma and compare particle radiation and brachytherapy. Patients and Methods The medical records of 156 patients treated for uveal melanoma between May 30, 2012, and March 16, 2020, were retrospectively reviewed. Treatments consisted of either radioactive iodine 125 implant (RAI) or fractionated proton radiation (proton beam therapy [PBT]). Baseline characteristics were compared using a Wilcoxon rank sum test or χ2 test. Outcomes were compared using Cox proportional hazards regression models or logistic regression models. Results The median length of follow-up after treatment was 2.7 years (range, 0.5 to 9.0 years). Patients who underwent treatment with RAI were older (median age, 67 vs 59 years; P<.001) and had a lower tumor classification (American Joint Commission on Cancer; P=.001) compared with those who underwent PBT. There was no significant difference between RAI and PBT in the outcomes of liver metastases, death, enucleation, tearing, vision loss, retinal detachment, tumor thickness, conjunctivitis, optic neuropathy, iris neovascularization, or neovascular glaucoma (all P>.05). Patients who underwent RAI treatment had significantly higher risk of diplopia (P<.001), cataract progression (P<.001), and maculopathy (P=.03) compared with those who received PBT. Patients who underwent RAI were at higher risk of eyelash loss (P=.006) compared with the PBT group. Conclusion Treatment with PBT and RAI has similar efficacy; however, there are differences in the adverse outcomes associated with these 2 modalities.
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Affiliation(s)
| | - Roi Dagan
- Department of Radiation Oncology, University of Florida College of Medicine, Gainesville
| | - Michael Rutenberg
- Department of Radiation Oncology, University of Florida College of Medicine, Gainesville
| | - Maria Mamalui-Hunter
- Department of Radiation Oncology, University of Florida College of Medicine, Gainesville
| | | | - Michael G Heckman
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Jacksonville, FL
| | - Alexander P Hochwald
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Jacksonville, FL
| | - Roelf Slopsema
- Department of Radiation Oncology, Emory University Proton Therapy Center, Winship Cancer Institute, Atlanta, GA
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7
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OUP accepted manuscript. J Pharm Pharmacol 2022; 74:660-680. [DOI: 10.1093/jpp/rgac009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 02/02/2022] [Indexed: 11/12/2022]
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8
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Zhao L, Xia W, Zhang Y, Zou P, Zhu Q, Zhang R. Efficacy and Safety of Immune Checkpoint Blockades in the Treatment of Ocular Melanoma: A Systematic Review and Meta-Analysis. Front Oncol 2021; 11:781162. [PMID: 34938661 PMCID: PMC8685375 DOI: 10.3389/fonc.2021.781162] [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: 09/22/2021] [Accepted: 11/10/2021] [Indexed: 12/21/2022] Open
Abstract
Aim This meta-analysis aimed to compare the efficacy and safety of immune checkpoint blockade for the treatment of ocular melanoma. Methods We searched the PubMed, EMBASE, and Cochrane Library databases up to July 2021. Effect sizes (ESs) and corresponding 95% confidence intervals (CIs) were used to compare the outcomes. Efficacy outcomes included complete response (CR), partial response (PR), stable disease (SD), progressive disease (PD), objective response rate (ORR), overall survival (OS), progression free survival (PFS). Safety outcomes included adverse events (AEs) and serious adverse event (SAEs). Results A total of 16 eligible articles with 848 ocular melanoma patients were included. ICB treatment significantly improved CR (ES=0.02, 95%CI: 0.00-0.03, P=0.023), PR (ES=0.07, 95%CI: 0.05-0.09, P=0.000), SD (ES=0.31, 95%CI: 0.17-0.46, P=0.000), PD (ES=0.69, 95%CI: 0.61-0.77, P=0.000), ORR (ES=0.10, 95%CI: 0.04-0.15, P=0.000), OS (ES=9.68, 95%CI: 7.28-12.07, P=0.000) and PFS (ES=2.88, 95%CI: 2.69-3.07, P=0.000) in patients with ocular melanoma. Moreover, ICB therapies were associated with reduced AEs (ES=0.48, 95%CI: 0.30-0.67, P=0.000) and SAEs (ES=0.31, 95%CI: 0.18-0.45, P=0.000). Conclusions ICB therapy showed good efficacy and safety in treating patients with ocular melanoma.
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Affiliation(s)
- Lu Zhao
- Department of Biopharmaceutics, School of Life Science and Bio-Pharmaceutics, Shenyang Pharmaceutical University, Shenyang, China.,Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Shenyang Medical College, Shenyang, China
| | - Wenwen Xia
- Department of Biopharmaceutics, School of Life Science and Bio-Pharmaceutics, Shenyang Pharmaceutical University, Shenyang, China
| | - Yan Zhang
- School of Traditional Chinese Medical, Shenyang Medical College, Shenyang, China
| | - Peng Zou
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Shenyang Medical College, Shenyang, China
| | - Qiwen Zhu
- Key Laboratory of Behavioral and Cognitive Neuroscience of Liaoning Province, Shenyang Medical College, Shenyang, China
| | - Rong Zhang
- Department of Biopharmaceutics, School of Life Science and Bio-Pharmaceutics, Shenyang Pharmaceutical University, Shenyang, China
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9
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Elubous KA, Alebous AD, Abous HA, Elubous RA. The Trends of Uveal Melanoma Research in the Past Two Decades and Future Perspectives. SN COMPREHENSIVE CLINICAL MEDICINE 2021; 3:2593-2602. [PMID: 34580651 PMCID: PMC8457032 DOI: 10.1007/s42399-021-01068-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 09/16/2021] [Indexed: 11/26/2022]
Abstract
Evaluation of the research trends in uveal melanoma in the past two decades. Data were extracted from the Web of Science database website. VOSviewer and Citespace software were used to analyze the retrieved data. The leading country in terms of output and international collaboration is the USA. Research interest in genetic mutations, molecular pathways, and immunotherapy was remarkable in recent years. Most of the top ten journals are specialized in ophthalmology. In recent years, the hotspots include future perspectives, BAP1 mutation, therapeutic target, and systematic reviews. The keywords with the strongest citation bursts are immunotherapy, outcome, and in situ hybridization. The output of uveal melanoma research increased during the past two decades. Before 2015, the main focus of the research was to facilitate prognostication and metastatic risk stratification. Recently, research has moved to examine the metastatic microenvironment. Future research foci may include exploring the role of different mutations, immunotherapy, molecular alterations, and finding ideal clinical biomarkers.
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Affiliation(s)
| | - Ali D. Alebous
- Department of Surgery, King Hussein Cancer Center, Amman, Jordan
| | - Hebah A. Abous
- Department of Dermatology, Jordanian Royal Medical Services, Amman, Jordan
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10
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Akin-Bali DF. Bioinformatics analysis of GNAQ, GNA11, BAP1, SF3B1,SRSF2, EIF1AX, PLCB4, and CYSLTR2 genes and their role in the pathogenesis of Uveal Melanoma. Ophthalmic Genet 2021; 42:732-743. [PMID: 34353217 DOI: 10.1080/13816810.2021.1961280] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Uveal melanoma (UM) is the most common primary intraocular malignancy in adults, and its metastases are known to be fatal. It is critical to identify molecular markers to be used in potential prognostic evaluation for early diagnosis, treatment, and metastasis or to investigate all aspects of known genetic anomalies. Therefore, this study aimed to analyze the eight genes (GNAQ, GNA11, BAP1, SF3B1, SRSF2, EIF1AX, PLCB4, and CYSLTR2) that are associated with the most common genetic anomalies in UM from a molecular perspective. The genome sequences and expression profiles of 108 UM patients were obtained via bioinformatics tools that provide data from TCGA. The overall mutational load and the mutation patterns for eight genes, in particular, were thoroughly determined. Moreover, PolyPhen2 and SNAP2 tools were used to estimate the oncogenic/pathogenic properties of identified mutations for UM. In addition to the mutation profile, the effects of the presence of a mutation on gene expression and survival were determined. Finally, STRING network analysis was performed to better understand the functional relationships of mutated proteins in cellular processes. There were 27 missense mutations, 16 frameshift mutations, six nonsense mutations, and three splice region mutations among the 52 mutations found in eight genes, and 26 of them had pathogenic properties. BAP1 m-RNA expression was significantly lower in tumors with the mutant genotype (p = .001). The impact of gene expression, which has poor prognostic importance, on survival is statistically significant for high-expressed BAP1 (p = .0015) and low-expressed CYSLTR2 (p = .0021). To assess the current state of this potentially devastating disease, a molecular perspective has been evaluated. Defining this molecular perspective can be useful in developing targeted drug therapies and personalized medicine.
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11
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Uveal Melanoma Metastatic to the Cavernous Sinus: A Case Report. Ophthalmic Plast Reconstr Surg 2021; 37:e66-e68. [PMID: 32732542 DOI: 10.1097/iop.0000000000001778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
A woman in her early 50s previously treated 7 years prior with iodine-125 plaque brachytherapy without a biopsy for gene expression profiling for uveal melanoma in the left eye presented with a 3-week history of intermittent diplopia and headache. Ophthalmic examination was significant for limitation in left eye upward gaze; otherwise, examination revealed a stable, regressed tumor in the left eye, and normal vision, pressure, and pupils in both eyes. Neuroimaging showed a left cavernous sinus lesion, suggestive of a meningioma. Excisional biopsy revealed metastatic melanoma. The patient was treated with radiotherapy, and her diplopia resolved. Slight enlargement of the lesion was noted on neuroimaging 20 months later, and was treated with stereotactic radiosurgery. Serial neuroimaging in the following 6 months did not reveal any recurrences or new metastases. This case demonstrates the importance of investigating persistent diplopia in a patient with a history of uveal melanoma, and the possibility of metastases occurring in organs besides the liver or lung.
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12
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Velez G, Nguyen HV, Chemudupati T, Ludwig CA, Toral M, Reddy S, Mruthyunjaya P, Mahajan VB. Liquid biopsy proteomics of uveal melanoma reveals biomarkers associated with metastatic risk. Mol Cancer 2021; 20:39. [PMID: 33627107 PMCID: PMC7903662 DOI: 10.1186/s12943-021-01336-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 02/16/2021] [Indexed: 12/19/2022] Open
Affiliation(s)
- Gabriel Velez
- Molecular Surgery Laboratory, Stanford University, Palo Alto, CA, USA.,Department of Ophthalmology, Byers Eye Institute, Stanford University, Palo Alto, CA, 94304, USA.,Medical Scientist Training Program, University of Iowa, Iowa City, IA, USA
| | - Huy V Nguyen
- Department of Ophthalmology, Byers Eye Institute, Stanford University, Palo Alto, CA, 94304, USA
| | - Teja Chemudupati
- Molecular Surgery Laboratory, Stanford University, Palo Alto, CA, USA.,Department of Ophthalmology, Byers Eye Institute, Stanford University, Palo Alto, CA, 94304, USA
| | - Cassie A Ludwig
- Department of Ophthalmology, Byers Eye Institute, Stanford University, Palo Alto, CA, 94304, USA
| | - Marcus Toral
- Molecular Surgery Laboratory, Stanford University, Palo Alto, CA, USA.,Department of Ophthalmology, Byers Eye Institute, Stanford University, Palo Alto, CA, 94304, USA.,Medical Scientist Training Program, University of Iowa, Iowa City, IA, USA
| | - Sunil Reddy
- Division of Oncology, Department of Medicine, Stanford University, Palo Alto, CA, USA
| | - Prithvi Mruthyunjaya
- Department of Ophthalmology, Byers Eye Institute, Stanford University, Palo Alto, CA, 94304, USA
| | - Vinit B Mahajan
- Molecular Surgery Laboratory, Stanford University, Palo Alto, CA, USA. .,Department of Ophthalmology, Byers Eye Institute, Stanford University, Palo Alto, CA, 94304, USA. .,Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA.
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13
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Vashishtha A, Lee TJ, Sharma A, Wallbillich JJ. Changes in microRNA expression associated with metastasis and survival in patients with uveal melanoma. Oncotarget 2020; 11:1435-1447. [PMID: 32363001 PMCID: PMC7185062 DOI: 10.18632/oncotarget.27559] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Accepted: 03/19/2020] [Indexed: 12/12/2022] Open
Abstract
Uveal melanoma (UM) is a major intraocular cancer that is molecularly distinct from cutaneous melanoma. Approximately half of patients with UM eventually develop metastasis. The prognosis of metastatic UM is poor, with a median overall survival (OS) of less than a year. In this study, we sought to identify microRNAs (miRNAs) associated with metastasis and OS in UM. We analyzed the miRNA expression and clinical outcomes data from The Cancer Genome Atlas (TCGA) dataset for UM. Differential expression analyses were conducted for each miRNA with respect ever-development of metastasis. Multiple survival analyses were done, using the Cox proportional hazards model, to evaluate interactions between miRNA expression, metastasis, and OS. A total of 22 miRNAs (3 upregulated and 19 downregulated) were differentially expressed between patients with vs. without metastatic UM. These 22 miRNAs could be grouped into four clusters based on similarities in expression patterns. Of the 22 miRNAs differentially expressed with respect to metastasis, 21 were significantly associated with OS. The expression of multiple miRNAs was significantly associated with metastasis and overall survival in patients with UM. Further investigation of these miRNAs as biomarkers and/or therapeutic targets is warranted in the push to improve outcomes for patients with metastatic UM.
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Affiliation(s)
- Ayushi Vashishtha
- Center for Biotechnology and Genomic Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Tae Jin Lee
- Center for Biotechnology and Genomic Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Ashok Sharma
- Center for Biotechnology and Genomic Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - John J Wallbillich
- Center for Biotechnology and Genomic Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA.,Department of Obstetrics and Gynecology, Medical College of Georgia, Augusta University, Augusta, GA, USA.,Current address: Department of Oncology, Wayne State University College of Medicine, Detroit, MI, USA
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Seider MI, Berry DE, Schefler AC, Materin M, Stinnett S, Mruthyunjaya P. Multi-center analysis of intraocular biopsy technique and outcomes for uveal melanoma: Ocular Oncology Study Consortium report 4. Graefes Arch Clin Exp Ophthalmol 2020; 258:427-435. [PMID: 31807898 PMCID: PMC7738203 DOI: 10.1007/s00417-019-04531-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Revised: 10/26/2019] [Accepted: 10/29/2019] [Indexed: 12/20/2022] Open
Abstract
PURPOSE To investigate the relationship between surgical approach for intraocular tumor biopsy of uveal melanoma and tumor morphologic features such as size and intraocular location and the effect of these variables on diagnostic yield and biopsy outcome. METHODS Consecutive patients from nine Ocular Oncology centers with uveal melanoma (UM) undergoing tumor biopsy immediately preceding I125 plaque brachytherapy with tissue sent for gene expression profiling (GEP) testing were reviewed retrospectively. RESULTS Three hundred sixty patients were included (50% men, mean age 60.2 years). Overall biopsy yield was 99% and 83% for GEP and cytopathology, respectively. Surgeon choice of biopsy approach (trans-vitreal vs. trans-scleral) was found to associate with both tumor location and tumor thickness. A trans-scleral rather than trans-vitreal approach was used more commonly for anteriorly located tumors (92% vs. 38% of posterior tumors, p < 0.001) and thicker tumors (86% vs. 55% of thin tumors, p < 0.001). When performing trans-vitreal biopsies, ocular oncologists with previous vitreoretinal surgery fellowship training were more likely to use wide-field surgical viewing systems, compared with indirect ophthalmoscopy (82.6% vs. 20.6%, p < 0.001). Surgical complications were rare and occurred more frequently with trans-vitreal biopsies (3.6% vs. 0.46%, p = 0.046). CONCLUSIONS In this multi-center analysis of UM tumor biopsy, surgical yield was high for obtaining tumor tissue for GEP and cytopathology analysis with both trans-scleral and trans-vitreal techniques. Fellowship-trained ocular oncologists' preferred intraocular biopsy techniques associated strongly with tumor location, tumor thickness, and fellowship training of the surgeon. Short-term complication rates were low.
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Affiliation(s)
- Michael I Seider
- The Permanente Medical Group, San Francisco, CA, USA
- Department of Ophthalmology, University of California-San Francisco, San Francisco, CA, USA
- Department of Ophthalmology, Duke University, Durham, NC, USA
| | - Duncan E Berry
- Department of Ophthalmology, Duke University, Durham, NC, USA
- Department of Ophthalmology, Emory University, Atlanta, GA, USA
| | - Amy C Schefler
- Retina Consultants of Houston/Blanton Eye Institute, Houston Methodist Hospital, Houston, TX, USA
| | - Miguel Materin
- Department of Ophthalmology, Duke University, Durham, NC, USA
| | - Sandra Stinnett
- Department of Ophthalmology, Duke University, Durham, NC, USA
| | - Prithvi Mruthyunjaya
- Department of Ophthalmology, Duke University, Durham, NC, USA.
- Byers Eye Institute, Stanford University, 2452 Watson Court, Palo Alto, CA, 94303, USA.
- Stanford Cancer Institute, Stanford University, Palo Alto, CA, USA.
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15
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Berry DE, Schefler AC, Seider MI, Materin M, Stinnett S, Mruthyunjaya P. CORRELATION OF GENE EXPRESSION PROFILE STATUS AND AMERICAN JOINT COMMISSION ON CANCER STAGE IN UVEAL MELANOMA. Retina 2020; 40:214-224. [PMID: 31972790 PMCID: PMC6506408 DOI: 10.1097/iae.0000000000002385] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE To study the relationship between gene expression profile (GEP) subclass and American Joint Committee on Cancer (AJCC) stage in patients with uveal melanoma (UM). METHODS A retrospective, multicenter study was undertaken with patients entered from nine major ocular oncology centers from across the United States. Three hundred sixty eligible patients had UM and underwent I-125 plaque brachytherapy with concurrent tumor biopsy with GEP testing between January 1, 2010, and October 28, 2014. Patient demographics and UM features were analyzed by both GEP and AJCC status. RESULTS Gene expression profile class divided the cohort into three groups: Class 1a (n = 186), Class 1b (n = 77), and Class 2 (n = 113). When classified using AJCC staging criteria, we found the following: Stage I in 91 cases (25.3%), Stage IIA in 143 cases (39.7%), Stage IIB in 89 cases (24.7%), Stage IIIA in 36 cases (10%), and Stage IIIB in 1 case (0.3%). There were no Stage IV cases, as lymph node and metastatic data were not collected as a part of this study. Among Stage I tumors, both high tumor height and high largest basal diameter were associated with a higher frequency of Class 2 status (P < 0.05). As UMs progress to a larger AJCC tumor group (T1-T4), the odds ratio of having a worse prognosis based on GEP class was 1.75 (95% CI, 1.36-2.25; P < 0.001). Similarly, as UMs progress to a higher AJCC stage, the odds ratio of having a worse prognosis based on GEP class was 1.69 (95% CI, 1.36-2.10; P < 0.001). CONCLUSION This report details the differences in clinical features between GEP subclasses and how they are distributed among the AJCC stages. When the tumors were grouped by AJCC staging criteria, both larger AJCC tumor (T) group and worsening AJCC stage were associated with worsening predicted prognosis, based on GEP subclass.
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Affiliation(s)
- Duncan E Berry
- Department of Ophthalmology, Duke University, Durham, North Carolina
| | - Amy C Schefler
- Blanton Eye Institute at Houston Methodist Hospital, Houston, Texas
- Retina Consultants of Houston, Houston, Texas
| | - Michael I Seider
- The Permanente Medical Group, San Francisco, California
- Department of Ophthalmology, The University of California, San Francisco, California
| | - Miguel Materin
- Department of Ophthalmology, Duke University, Durham, North Carolina
| | - Sandra Stinnett
- Department of Ophthalmology, Duke University, Durham, North Carolina
| | - Prithvi Mruthyunjaya
- Byers Eye Institute, Stanford University, Palo Alto, California; and
- Stanford Cancer Institute, Stanford University, Palo Alto, California
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16
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Xue M, Shang J, Chen B, Yang Z, Song Q, Sun X, Chen J, Yang J. Identification of Prognostic Signatures for Predicting the Overall Survival of Uveal Melanoma Patients. J Cancer 2019; 10:4921-4931. [PMID: 31598164 PMCID: PMC6775505 DOI: 10.7150/jca.30618] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Accepted: 07/20/2019] [Indexed: 12/28/2022] Open
Abstract
Uveal melanoma (UM) is an aggressive cancer which has a high percentage of metastasis and with a poor prognosis. Identifying the potential prognostic markers of uveal melanoma may provide information for early detection of metastasis and treatment. In this work, we analyzed 80 uveal melanoma samples from The Cancer Genome Atlas (TCGA). We developed an 18-gene signature which can significantly predict the prognosis of UM patients. Firstly, we performed a univariate Cox regression analysis to identify significantly prognostic genes in uveal melanoma (P<0.01). Then the glmnet Cox analysis was used to generate a powerful prognostic gene model. Further, we established a risk score formula for every patient based on the 18-gene prognostic model with multivariate Cox regression. We stratified patients into high- and low-risk subtypes with median risk score and found that patients in high-risk group had worse prognosis than patients in low-risk group. Multivariate Cox regression analysis demonstrated that 18-gene model risk score was independent of clinical prognostic factors. We identified four genes whose mutations were closely to UM patients' prognosis or risk score. We also explored the relationship between copy number variation and risk score and found that high risk group showed more chromosome aberrations than low risk group. Gene Set Enrichment Analysis (GSEA) analysis showed that the different biological pathways and functions between low and high risk group. In summary, our findings constructed an 18-gene signature for estimating overall survival (OS) of UM. Patients were categorized into two subtypes based on the risk score and we found that high risk group showed more chromosome aberrations than low risk group.
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Affiliation(s)
- Meijuan Xue
- Department of Dermatology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Jun Shang
- State Key Laboratory of Genetic Engineering, School of Life Sciences and Human Phenome Institute, Fudan University, Shanghai 200438, China
| | - Binglin Chen
- Department of Dermatology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Zuyi Yang
- Department of Hematology, The First Affiliated Hospital of Soochow University, Shizijie Campus: NO.188, Shizijie Road, Suzhou 215006, P. R. China
| | - Qian Song
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, 270 Dong-An Road, Shanghai 200032, China
| | - Xiaoyan Sun
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Jianing Chen
- Department of Hematology, The First Affiliated Hospital of Soochow University, Shizijie Campus: NO.188, Shizijie Road, Suzhou 215006, P. R. China
| | - Ji Yang
- Department of Dermatology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
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Comparative Cytogenetic Abnormalities in Paired Choroidal Melanoma Samples Obtained Before and After Proton Beam Irradiation by Transscleral Fine-Needle Aspiration Biopsy and Endoresection. Cancers (Basel) 2019; 11:cancers11081173. [PMID: 31416209 PMCID: PMC6721816 DOI: 10.3390/cancers11081173] [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] [Received: 06/28/2019] [Revised: 07/30/2019] [Accepted: 08/09/2019] [Indexed: 01/26/2023] Open
Abstract
This study compared the cytogenetic profiles of choroidal melanoma samples retrieved before and after proton beam irradiation. Twenty-four consecutive patients who underwent both fine-needle aspiration biopsy (FNAB) during tantalum clip positioning, and endoresection within three months of irradiation, were retrospectively included. Chromosome alterations were explored by array comparative genomic hybridization. Age at diagnosis was 50 ± 14 years, tumor thickness was 8.6 ± 1.7 mm and tumor diameter was 12.4 ± 2.3 mm. Six FNAB samples were non-contributive (25%), versus one endoresection sample (4%) (p = 0.049). Among 17 cases with paired contributive samples, the profiles of chromosomes 3 and 8 were identical in all cases, except one with partial chromosome 3 loss on the FNAB sample only. Three cases presented additional discordant aberrations on chromosomes other than 3 or 8q. Overall, we identified monosomy 3 in two cases, 8q gain in six cases, and both alterations in three cases. All cases presented GNAQ or GNA11 mutations assessed by a custom next-generation sequencing panel. Among the six cases with non-contributive initial FNAB, three cases presented abnormal 3 or 8q chromosomes detected on the endoresection material. These results demonstrate the higher rentability of endoresection material for cytogenetic analysis compared to FNAB, and provide clinical evidence of tumor heterogeneity in choroidal melanoma.
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Frizziero L, Midena E, Trainiti S, Londei D, Bonaldi L, Bini S, Parrozzani R. Uveal Melanoma Biopsy: A Review. Cancers (Basel) 2019; 11:cancers11081075. [PMID: 31366043 PMCID: PMC6721328 DOI: 10.3390/cancers11081075] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Revised: 07/18/2019] [Accepted: 07/25/2019] [Indexed: 12/11/2022] Open
Abstract
Intraocular tumor diagnosis is based on clinical findings supported by additional imaging tools, such as ultrasound, optical coherence tomography and angiographic techniques, usually without the need for invasive procedures or tissue sampling. Despite improvements in the local treatment of uveal melanoma (UM), the prevention and treatment of the metastatic disease remain unsolved, and nearly 50% of patients develop liver metastasis. The current model suggests that tumor cells have already spread by the time of diagnosis, remaining dormant until there are favorable conditions. Tumor sampling procedures at the time of primary tumor diagnosis/treatment are therefore now commonly performed, usually not to confirm the diagnosis of UM, but to obtain a tissue sample for prognostication, to assess patient's specific metastatic risk. Moreover, several studies are ongoing to identify genes specific to UM tumorigenesis, leading to several potential targeted therapeutic strategies. Genetic information can also influence the surveillance timing and metastatic screening type of patients affected by UM. In spite of the widespread use of biopsies in general surgical practice, in ophthalmic oncology the indications and contraindications for tumor biopsy continue to be under debate. The purpose of this review paper is to critically evaluate the role of uveal melanoma biopsy in ophthalmic oncology.
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Affiliation(s)
- Luisa Frizziero
- IRCCS-Istituto di Ricovero e Cura a Carattere Scientifico-Fondazione Bietti, 00198 Rome, Italy
| | - Edoardo Midena
- IRCCS-Istituto di Ricovero e Cura a Carattere Scientifico-Fondazione Bietti, 00198 Rome, Italy.
- Department of Ophthalmology, University of Padova, 35128 Padova, Italy.
| | - Sara Trainiti
- Department of Ophthalmology, University of Padova, 35128 Padova, Italy
| | - Davide Londei
- Department of Ophthalmology, University of Padova, 35128 Padova, Italy
| | - Laura Bonaldi
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology, IOV-IRCCS - Istituto di Ricovero e Cura a Carattere Scientifico, 35128 Padova, Italy
| | - Silvia Bini
- IRCCS-Istituto di Ricovero e Cura a Carattere Scientifico-Fondazione Bietti, 00198 Rome, Italy
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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: 3.0] [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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