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Zameer MZ, Jou E, Middleton M. The role of circulating tumor DNA in melanomas of the uveal tract. Front Immunol 2024; 15:1509968. [PMID: 39697328 PMCID: PMC11652350 DOI: 10.3389/fimmu.2024.1509968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2024] [Accepted: 11/18/2024] [Indexed: 12/20/2024] Open
Abstract
Melanoma of the uveal tract or uveal melanoma (UM) originates from melanocytes of the eye and is the most common intraocular malignancy in adults. Despite considerable advances in diagnostic procedures and treatments, prognosis remains poor in those with advanced disease. Accordingly, although current treatments have an excellent local disease control rate, approximately 50% of patients develop metastatic relapse within 10 years. The high risk for metastatic disease with a variable and often long latency period is thought to be due to early spread of cancer cells disseminating into organs such as the liver, followed by a period of dormancy, before the eventual emergence of radiologically measurable disease. Early detection of disease relapse or metastasis is therefore crucial to allow timely treatment and ultimately improve patient outcome. Recently, advances in minimally-invasive liquid biopsy techniques and biomarkers such as circulating tumor DNA (ctDNA) have demonstrated potential to transform the field of cancer care by aiding diagnosis, prognosis and monitoring of various cancer types. UM is particularly suitable for ctDNA-based approaches due to the relatively well-characterized spectrum of genetic mutations, along with the inherent difficulties and risks associated with getting sufficient tumor samples via traditional biopsy methods. Key potential advantage of ctDNA are the detection of molecular residual disease (MRD) in patients post definitive treatment, and in the early identification of metastasis. This is particularly relevant contemporarily with the recent demonstration of tebentafusp improving survival in metastatic UM patients, and opens avenues for further research to investigate the potential utilization of tebentafusp combined with ctDNA-based strategies in adjuvant settings and early intervention for MRD. The present review illustrates the current understanding of ctDNA-based strategies in UM, discusses the potential clinical applications, explores the potential of utilizing ctDNA in UM MRD in the context of an ongoing clinical trial, and highlights the challenges that need to be overcome prior to routine clinical implementation.
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Affiliation(s)
- Mohammed Zeeshan Zameer
- Department of Oncology, Medical Sciences Division, University of Oxford, Oxford, United Kingdom
| | - Eric Jou
- Department of Oncology, Medical Sciences Division, University of Oxford, Oxford, United Kingdom
- Kellogg College, University of Oxford, Oxford, United Kingdom
| | - Mark Middleton
- Department of Oncology, Medical Sciences Division, University of Oxford, Oxford, United Kingdom
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2
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Le Guin CHD, Barwinski N, Zeschnigk M, Bechrakis NE. [The "oncological trace": circulating tumor DNA in uveal melanomas]. DIE OPHTHALMOLOGIE 2024; 121:963-968. [PMID: 39527289 DOI: 10.1007/s00347-024-02139-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 10/28/2024] [Accepted: 10/31/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND Cell-free DNA (cfDNA) and the tumor DNA it contains can be detected in various body fluids and can be obtained in a minimally invasive manner using a liquid biopsy. The fragmented cell-free tumor DNA (ctDNA) serves as a marker for the presence of tumor cells in the body and its analysis enables genetic tumor characteristics to be determined. For some nonocular tumors ctDNA is already approved as a predictive or prognostic marker. METHODS This literature review article describes examples of the use of ctDNA as a biomarker in nonocular tumors and the current status of ctDNA analysis in cases of uveal melanomas. For this purpose, a selective literature search was carried out via PubMed. RESULTS Uveal melanomas are nowadays usually treated by eye-preserving therapy. In these cases, there is usually no tumor tissue available for further diagnostic testing. Alternatively, molecular characteristics of the tumor can be determined by the genetic analysis of ctDNA. In uveal melanomas the presence of ctDNA in the plasma at the time of the primary diagnosis is controversial; however, an increase in the amount of ctDNA, which can be used to investigate diagnostically and prognostically relevant genetic changes, was detected during irradiation therapy of the primary tumor in some patients. In the later course of the disease, the amount of ctDNA in the plasma is a suitable marker for metastatic progression. In some cases, an increase in ctDNA levels could be recognized several months before the clinical detection of metastases. CONCLUSION The analysis of cfDNA in patients with a uveal melanoma is a promising and minimally invasive method for obtaining information about the tumor or the course of the disease. It is currently being investigated which patients could benefit from it in the future. Several issues related to standardization and technical validation must be addressed for its routine clinical application.
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Affiliation(s)
- C H D Le Guin
- Klinik für Augenheilkunde, Universitätsklinikum Essen, Universität Duisburg-Essen, Hufelandstr. 55, 45122, Essen, Deutschland.
- Augenlicht-Augenzentrum Dr. Bunyadi, Königstr. 51, 47051, Duisburg, Deutschland.
| | - N Barwinski
- Institut für Humangenetik, Universitätsklinikum Essen, Universität Duisburg-Essen, Essen, Deutschland
| | - M Zeschnigk
- Institut für Humangenetik, Universitätsklinikum Essen, Universität Duisburg-Essen, Essen, Deutschland
| | - N E Bechrakis
- Klinik für Augenheilkunde, Universitätsklinikum Essen, Universität Duisburg-Essen, Hufelandstr. 55, 45122, Essen, Deutschland
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3
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Coupland SE, Sonntag SR, Heimann H, Grisanti S. [The concept of the liquid biopsy in the treatment of malignant eye tumours]. DIE OPHTHALMOLOGIE 2024; 121:946-953. [PMID: 39516408 DOI: 10.1007/s00347-024-02132-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 10/05/2024] [Accepted: 10/09/2024] [Indexed: 11/16/2024]
Abstract
The liquid biopsy is a cutting-edge technique that involves analysing non-solid biological tissues, primarily blood but also ocular fluids, for the presence of cancer cells or fragments of tumour DNA. Unlike traditional biopsies, liquid biopsies are usually minimally invasive and can be performed more frequently, enabling continuous monitoring of disease progression and treatment efficacy. This article (and the associated series of articles) outlines the key developments in liquid biopsy, which include the analysis of circulating tumor DNA (ctDNA), circulating tumor cells (CTC) and exosomal RNA and protein biomarkers. Techniques, such as digital droplet PCR and next-generation sequencing (NGS) have made it possible to detect even very low levels of ctDNA, which is crucial for early cancer detection and monitoring minimal residual disease. The detection of rare CTCs is enhanced by techniques, such as microfluidic devices and immunomagnetic separation. Multiomic approaches, whereby exosomal RNA, protein and ctDNA analyses are combined, help to create a more comprehensive picture of tumour biology, including insights into tumour heterogeneity, potentially leading to better diagnostic and prognostic tools and helping to predict treatment response and resistance. The challenges of liquid biopsy application, which will be described in the following article, include (a) standardization, (b) cost and accessibility, (c) validation and clinical utility. However, the liquid biopsy represents a promising frontier in the application of precision ocular oncology, with ongoing research likely to expand its applications and improve its effectiveness in the coming years.
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Affiliation(s)
- Sarah E Coupland
- Liverpool Ocular Oncology Research Group, Department of Eye and Vision Science, University of Liverpool, 3rd Floor, William Henry Duncan Building, 6 West Derby Street, L7 8TX, Liverpool, Großbritannien.
- Liverpool Clinical Laboratories, Liverpool University Hospitals Foundation Trust, Liverpool, Großbritannien.
| | - Svenja R Sonntag
- Department of Ophthalmology, University Medical Center Schleswig-Holstein, Luebeck, Deutschland
| | - Heinrich Heimann
- Liverpool Ocular Oncology Research Group, Department of Eye and Vision Science, University of Liverpool, 3rd Floor, William Henry Duncan Building, 6 West Derby Street, L7 8TX, Liverpool, Großbritannien
- Liverpool Ocular Oncology Centre, Liverpool University Hospitals Foundation Trust, Liverpool, Großbritannien
| | - Salvatore Grisanti
- Department of Ophthalmology, University Medical Center Schleswig-Holstein, Luebeck, Deutschland
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Varela M, Villatoro S, Lorenzo D, Piulats JM, Caminal JM. Optimizing ctDNA: An Updated Review of a Promising Clinical Tool for the Management of Uveal Melanoma. Cancers (Basel) 2024; 16:3053. [PMID: 39272911 PMCID: PMC11394595 DOI: 10.3390/cancers16173053] [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: 07/26/2024] [Revised: 08/23/2024] [Accepted: 08/26/2024] [Indexed: 09/15/2024] Open
Abstract
Uveal melanoma (UM) is the most common primary malignant intraocular tumor in adults. Distant metastasis is common, affecting around 50% of patients. Prognostic accuracy relies on molecular characterization of tumor tissue. In these patients, however, conventional biopsy can be challenging due to the difficulty of obtaining sufficient tissue for the analysis due to the small tumor size and/or post-brachytherapy shrinkage. An alternative approach is liquid biopsy, a non-invasive technique that allows for real-time monitoring of tumor dynamics. Liquid biopsy plays an increasingly prominent role in precision medicine, providing valuable information on the molecular profile of the tumor and treatment response. Liquid biopsy can facilitate early detection and can be used to monitor progression and recurrence. ctDNA-based tests are particularly promising due to their ease of integration into clinical practice. In this review, we discuss the application of ctDNA in liquid biopsies for UM. More specifically, we explore the emerging technologies in this field and the advantages and disadvantages of using different bodily fluids for liquid biopsy. Finally, we discuss the current barriers to routine clinical use of this technique.
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Affiliation(s)
- Mar Varela
- Department of Pathology, Hospital Universitari de Bellvitge, 08907 L'Hospitalet de Llobregat, Barcelona, Spain
- Laboratori Core d'Anàlisi Molecular, Hospital Universitari de Bellvitge-Institut Català d'Oncologia, 08907 L'Hospitalet de Llobregat, Barcelona, Spain
| | - Sergi Villatoro
- Department of Pathology, Hospital Universitari de Bellvitge, 08907 L'Hospitalet de Llobregat, Barcelona, Spain
- Laboratori Core d'Anàlisi Molecular, Hospital Universitari de Bellvitge-Institut Català d'Oncologia, 08907 L'Hospitalet de Llobregat, Barcelona, Spain
| | - Daniel Lorenzo
- Ophthalmology Department, Hospital Universitari de Bellvitge, 08907 L'Hospitalet de Llobregat, Barcelona, Spain
- Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Spain
| | - Josep Maria Piulats
- Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Spain
- Medical Oncology Department, Institut Català d'Oncologia, 08908 L'Hospitalet de Llobregat, Barcelona, Spain
| | - Josep Maria Caminal
- Ophthalmology Department, Hospital Universitari de Bellvitge, 08907 L'Hospitalet de Llobregat, Barcelona, Spain
- Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Spain
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Kulbay M, Marcotte E, Remtulla R, Lau THA, Paez-Escamilla M, Wu KY, Burnier MN. Uveal Melanoma: Comprehensive Review of Its Pathophysiology, Diagnosis, Treatment, and Future Perspectives. Biomedicines 2024; 12:1758. [PMID: 39200222 PMCID: PMC11352094 DOI: 10.3390/biomedicines12081758] [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: 06/01/2024] [Revised: 07/22/2024] [Accepted: 07/24/2024] [Indexed: 09/02/2024] Open
Abstract
Uveal melanoma (UM) is the most common intraocular malignancy in adults. Recent advances highlight the role of tumor-derived extracellular vesicles (TEV) and circulating hybrid cells (CHC) in UM tumorigenesis. Bridged with liquid biopsies, a novel technology that has shown incredible performance in detecting cancer cells or products derived from tumors in bodily fluids, it can significantly impact disease management and outcome. The aim of this comprehensive literature review is to provide a summary of current knowledge and ongoing advances in posterior UM pathophysiology, diagnosis, and treatment. The first section of the manuscript discusses the complex and intricate role of TEVs and CHCs. The second part of this review delves into the epidemiology, etiology and risk factors, clinical presentation, and prognosis of UM. Third, current diagnostic methods, ensued by novel diagnostic tools for the early detection of UM, such as liquid biopsies and artificial intelligence-based technologies, are of paramount importance in this review. The fundamental principles, limits, and challenges associated with these diagnostic tools, as well as their potential as a tracker for disease progression, are discussed. Finally, a summary of current treatment modalities is provided, followed by an overview of ongoing preclinical and clinical research studies to provide further insights on potential biomolecular pathway alterations and therapeutic targets for the management of UM. This review is thus an important resource for all healthcare professionals, clinicians, and researchers working in the field of ocular oncology.
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Affiliation(s)
- Merve Kulbay
- Department of Ophthalmology & Visual Sciences, McGill University, Montreal, QC H4A 3S5, Canada; (M.K.); (R.R.); (T.H.A.L.); (M.P.-E.)
| | - Emily Marcotte
- McGill University Ocular Pathology and Translational Research Laboratory, McGill University, Montreal, QC H4A 3J1, Canada;
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC H4A 3J1, Canada
| | - Raheem Remtulla
- Department of Ophthalmology & Visual Sciences, McGill University, Montreal, QC H4A 3S5, Canada; (M.K.); (R.R.); (T.H.A.L.); (M.P.-E.)
| | - Tsz Hin Alexander Lau
- Department of Ophthalmology & Visual Sciences, McGill University, Montreal, QC H4A 3S5, Canada; (M.K.); (R.R.); (T.H.A.L.); (M.P.-E.)
| | - Manuel Paez-Escamilla
- Department of Ophthalmology & Visual Sciences, McGill University, Montreal, QC H4A 3S5, Canada; (M.K.); (R.R.); (T.H.A.L.); (M.P.-E.)
| | - Kevin Y. Wu
- Department of Surgery, Division of Ophthalmology, University of Sherbrooke, Sherbrooke, QC J1G 2E8, Canada;
| | - Miguel N. Burnier
- Department of Ophthalmology & Visual Sciences, McGill University, Montreal, QC H4A 3S5, Canada; (M.K.); (R.R.); (T.H.A.L.); (M.P.-E.)
- McGill University Ocular Pathology and Translational Research Laboratory, McGill University, Montreal, QC H4A 3J1, Canada;
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC H4A 3J1, Canada
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Yuan W, Xu X, Zhao F. Trends and hot spots in research related to aqueous humor from 2014 to 2023: A bibliometric analysis. Heliyon 2024; 10:e33990. [PMID: 39071583 PMCID: PMC11283149 DOI: 10.1016/j.heliyon.2024.e33990] [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: 10/10/2023] [Revised: 05/28/2024] [Accepted: 07/01/2024] [Indexed: 07/30/2024] Open
Abstract
Purpose To analyze publication trends and investigate research hotspots of aqueous humor (AH) studies. Methods A bibliometric study was conducted based on the Web of Science Core Collection (WOSCC). VOSviewer v. 1.6.18 was utilized to create a knowledge map visualizing the number of annual publications, the distribution of countries, international collaborations, author productivity, source journals and keywords in the field. Results A grand total of 4020 peer-reviewed papers concerning AH were retrieved from 2014 to 2023. The United States of America secured the top position among the most published countries and Duke University emerged as the most active institution. Stamer, WD contributed the most papers in this area. Investigative Ophthalmology & Visual Science was the most prolific journal in AH research. Retrieved publications mainly concentrated on the correlation between AH as a biomarker carrier and different ocular disorders. Six clusters were formed based on the keywords: (1) the diagnosis of endophthalmitis and AH pharmacokinetics; (2) the association of AH with pathogenesis and prognosis of glaucoma; (3) diagnosis and treatment of AH associated with uveitis; (4) the relationship between AH and refractive diseases of the eye; (5) the association of AH with mechanism and biomarkers of ocular tumorigenesis; (6) the indicators of AH associated with fundus disease. Conclusions This study unveiled present patterns of global collaboration, emerging frontiers, fundamental knowledge, research hotspots and current trends in AH.
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Affiliation(s)
- Weichen Yuan
- Department of Ophthalmology, The Fourth Affiliated Hospital of China Medical University, Shenyang, China
- Key Lens Research Laboratory of Liaoning Province, Shenyang, China
| | - Xin Xu
- Department of Biochemistry and Molecular Biology, China Medical University, Shenyang, 110122, China
| | - Fangkun Zhao
- Department of Ophthalmology, The Fourth Affiliated Hospital of China Medical University, Shenyang, China
- Key Lens Research Laboratory of Liaoning Province, Shenyang, China
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7
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Berry JL, Pike S, Shah R, Reid MW, Peng CC, Wang Y, Yellapantula V, Biegel J, Kuhn P, Hicks J, Xu L. Aqueous Humor Liquid Biopsy as a Companion Diagnostic for Retinoblastoma: Implications for Diagnosis, Prognosis, and Therapeutic Options: Five Years of Progress. Am J Ophthalmol 2024; 263:188-205. [PMID: 38040321 PMCID: PMC11148850 DOI: 10.1016/j.ajo.2023.11.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Revised: 11/22/2023] [Accepted: 11/22/2023] [Indexed: 12/03/2023]
Abstract
PURPOSE To define the prospective use of the aqueous humor (AH) as a molecular diagnostic and prognostic liquid biopsy for retinoblastoma (RB). METHODS This is a prospective, observational study wherein an AH liquid biopsy is performed at diagnosis and longitudinally through therapy for patients with RB. Tumor-derived cell-free DNA is isolated and sequenced for single nucleotide variant analysis of the RB1 gene and detection of somatic copy number alterations (SCNAs). The SCNAs are used to determine tumor fraction (TFx). Specific SCNAs, including 6p gain and focal MycN gain, along with TFx, are prospectively correlated with intraocular tumor relapse, response to therapy, and globe salvage. RESULTS A total of 26 eyes of 21 patients were included with AH taken at diagnosis. Successful ocular salvage was achieved in 19 of 26 (73.1%) eyes. Mutational analysis of 26 AH samples identified 23 pathogenic RB1 variants and 2 focal RB1 deletions; variant allele fraction ranged from 30.5% to 100% (median 93.2%). At diagnosis, SCNAs were detectable in 17 of 26 (65.4%) AH samples. Eyes with 6p gain and/or focal MycN gain had significantly greater odds of poor therapeutic outcomes (odds ratio = 6.75, 95% CI = 1.06-42.84, P = .04). Higher AH TFx was observed in eyes with vitreal progression (TFx = 46.0% ± 40.4) than regression (22.0 ± 29.1; difference: -24.0; P = .049). CONCLUSIONS Establishing an AH liquid biopsy for RB is aimed at addressing (1) our inability to biopsy tumor tissue and (2) the lack of molecular biomarkers for intraocular prognosis. Current management decisions for RB are made based solely on clinical features without objective molecular testing. This prognostic study shows great promise for using AH as a companion diagnostic. NOTE: Publication of this article is sponsored by the American Ophthalmological Society.
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Affiliation(s)
- Jesse L Berry
- From the Vision Center, Children's Hospital Los Angeles (J.L.B., S.P., M.W.R., C.-C.P., L.X.); USC Roski Eye Institute, Keck School of Medicine of the University of Southern California (J.L.B., S.P., M.W.R., C.-C.P., L.X.); the Saban Research Institute, Children's Hospital Los Angeles (J.L.B., V.Y., J.B., L.X.); Norris Comprehensive Cancer Center, Keck School of Medicine of the University of Southern California (J.L.B., P.K., J.H.).
| | - Sarah Pike
- From the Vision Center, Children's Hospital Los Angeles (J.L.B., S.P., M.W.R., C.-C.P., L.X.); USC Roski Eye Institute, Keck School of Medicine of the University of Southern California (J.L.B., S.P., M.W.R., C.-C.P., L.X.)
| | - Rachana Shah
- Cancer and Blood Disease Institute, Children's Hospital Los Angeles (R.S.)
| | - Mark W Reid
- From the Vision Center, Children's Hospital Los Angeles (J.L.B., S.P., M.W.R., C.-C.P., L.X.); USC Roski Eye Institute, Keck School of Medicine of the University of Southern California (J.L.B., S.P., M.W.R., C.-C.P., L.X.)
| | - Chen-Ching Peng
- From the Vision Center, Children's Hospital Los Angeles (J.L.B., S.P., M.W.R., C.-C.P., L.X.); USC Roski Eye Institute, Keck School of Medicine of the University of Southern California (J.L.B., S.P., M.W.R., C.-C.P., L.X.)
| | - Yingfei Wang
- Cancer and Blood Disease Institute, Children's Hospital Los Angeles (R.S.); Department of Quantitative and Computational Biology, University of Southern California (Y.W.)
| | - Venkata Yellapantula
- the Saban Research Institute, Children's Hospital Los Angeles (J.L.B., V.Y., J.B., L.X.); Center for Personalized Medicine, Children's Hospital Los Angeles (V.Y., J.B.)
| | - Jaclyn Biegel
- the Saban Research Institute, Children's Hospital Los Angeles (J.L.B., V.Y., J.B., L.X.)
| | - Peter Kuhn
- Norris Comprehensive Cancer Center, Keck School of Medicine of the University of Southern California (J.L.B., P.K., J.H.); USC Michelson Center for Convergent Biosciences and Department of Biological Sciences (P.K., J.H.), Los Angeles, California, USA
| | - James Hicks
- Norris Comprehensive Cancer Center, Keck School of Medicine of the University of Southern California (J.L.B., P.K., J.H.); USC Michelson Center for Convergent Biosciences and Department of Biological Sciences (P.K., J.H.), Los Angeles, California, USA
| | - Liya Xu
- From the Vision Center, Children's Hospital Los Angeles (J.L.B., S.P., M.W.R., C.-C.P., L.X.); USC Roski Eye Institute, Keck School of Medicine of the University of Southern California (J.L.B., S.P., M.W.R., C.-C.P., L.X.); the Saban Research Institute, Children's Hospital Los Angeles (J.L.B., V.Y., J.B., L.X.)
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Fuentes-Rodriguez A, Mitchell A, Guérin SL, Landreville S. Recent Advances in Molecular and Genetic Research on Uveal Melanoma. Cells 2024; 13:1023. [PMID: 38920653 PMCID: PMC11201764 DOI: 10.3390/cells13121023] [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: 04/10/2024] [Revised: 06/08/2024] [Accepted: 06/09/2024] [Indexed: 06/27/2024] Open
Abstract
Uveal melanoma (UM), a distinct subtype of melanoma, presents unique challenges in its clinical management due to its complex molecular landscape and tendency for liver metastasis. This review highlights recent advancements in understanding the molecular pathogenesis, genetic alterations, and immune microenvironment of UM, with a focus on pivotal genes, such as GNAQ/11, BAP1, and CYSLTR2, and delves into the distinctive genetic and chromosomal classifications of UM, emphasizing the role of mutations and chromosomal rearrangements in disease progression and metastatic risk. Novel diagnostic biomarkers, including circulating tumor cells, DNA and extracellular vesicles, are discussed, offering potential non-invasive approaches for early detection and monitoring. It also explores emerging prognostic markers and their implications for patient stratification and personalized treatment strategies. Therapeutic approaches, including histone deacetylase inhibitors, MAPK pathway inhibitors, and emerging trends and concepts like CAR T-cell therapy, are evaluated for their efficacy in UM treatment. This review identifies challenges in UM research, such as the limited treatment options for metastatic UM and the need for improved prognostic tools, and suggests future directions, including the discovery of novel therapeutic targets, immunotherapeutic strategies, and advanced drug delivery systems. The review concludes by emphasizing the importance of continued research and innovation in addressing the unique challenges of UM to improve patient outcomes and develop more effective treatment strategies.
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Affiliation(s)
- Aurélie Fuentes-Rodriguez
- Department of Ophthalmology and Otorhinolaryngology-Cervico-Facial Surgery, Faculty of Medicine, Université Laval, Quebec City, QC G1V 0A6, Canada; (A.F.-R.); (A.M.); (S.L.G.)
- Hôpital du Saint-Sacrement, Regenerative Medicine Division, CHU de Québec-Université Laval Research Centre, Quebec City, QC G1S 4L8, Canada
- Centre de Recherche en Organogénèse Expérimentale de l‘Université Laval/LOEX, Quebec City, QC G1J 1Z4, Canada
- Université Laval Cancer Research Center, Quebec City, QC G1R 3S3, Canada
| | - Andrew Mitchell
- Department of Ophthalmology and Otorhinolaryngology-Cervico-Facial Surgery, Faculty of Medicine, Université Laval, Quebec City, QC G1V 0A6, Canada; (A.F.-R.); (A.M.); (S.L.G.)
- Hôpital du Saint-Sacrement, Regenerative Medicine Division, CHU de Québec-Université Laval Research Centre, Quebec City, QC G1S 4L8, Canada
- Centre de Recherche en Organogénèse Expérimentale de l‘Université Laval/LOEX, Quebec City, QC G1J 1Z4, Canada
- Université Laval Cancer Research Center, Quebec City, QC G1R 3S3, Canada
| | - Sylvain L. Guérin
- Department of Ophthalmology and Otorhinolaryngology-Cervico-Facial Surgery, Faculty of Medicine, Université Laval, Quebec City, QC G1V 0A6, Canada; (A.F.-R.); (A.M.); (S.L.G.)
- Hôpital du Saint-Sacrement, Regenerative Medicine Division, CHU de Québec-Université Laval Research Centre, Quebec City, QC G1S 4L8, Canada
- Centre de Recherche en Organogénèse Expérimentale de l‘Université Laval/LOEX, Quebec City, QC G1J 1Z4, Canada
| | - Solange Landreville
- Department of Ophthalmology and Otorhinolaryngology-Cervico-Facial Surgery, Faculty of Medicine, Université Laval, Quebec City, QC G1V 0A6, Canada; (A.F.-R.); (A.M.); (S.L.G.)
- Hôpital du Saint-Sacrement, Regenerative Medicine Division, CHU de Québec-Université Laval Research Centre, Quebec City, QC G1S 4L8, Canada
- Centre de Recherche en Organogénèse Expérimentale de l‘Université Laval/LOEX, Quebec City, QC G1J 1Z4, Canada
- Université Laval Cancer Research Center, Quebec City, QC G1R 3S3, Canada
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9
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Sirivolu S, Peng CC, Neviani P, Xu BY, Berry JL, Xu L. Comparative Single Vesicle Analysis of Aqueous Humor Extracellular Vesicles before and after Radiation in Uveal Melanoma Eyes. Int J Mol Sci 2024; 25:6035. [PMID: 38892225 PMCID: PMC11172950 DOI: 10.3390/ijms25116035] [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: 04/10/2024] [Revised: 05/26/2024] [Accepted: 05/29/2024] [Indexed: 06/21/2024] Open
Abstract
Small extracellular vesicles (sEVs) have been shown to promote tumorigenesis, treatment resistance, and metastasis in multiple cancer types; however, sEVs in the aqueous humor (AH) of uveal melanoma (UM) patients have never previously been profiled. In this study, we used single particle analysis to characterize sEV subpopulations in the AH of UM patients by quantifying their size, concentration, and phenotypes based on cell surface markers, specifically the tetraspanin co-expression patterns of CD9, CD63, and CD81. sEVs were analyzed from paired pre- and post-treatment (brachytherapy, a form of radiation) AH samples collected from 19 UM patients. In post-brachytherapy samples, two subpopulations, CD63/81+ and CD9/63/81+ sEVs, were significantly increased. These trends existed even when stratified by tumor location and GEP class 1 and class 2 (albeit not significant for GEP class 2). In this initial report of single vesicle profiling of sEVs in the AH of UM patients, we demonstrated that sEVs can be detected in the AH. We further identified two subpopulations that were increased post-brachytherapy, which may suggest radiation-induced release of these particles, potentially from tumor cells. Further study of the cargo carried by these sEV subpopulations may uncover important biomarkers and insights into tumorigenesis for UM.
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Affiliation(s)
- Shreya Sirivolu
- The Vision Center at Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA; (S.S.); (C.-C.P.)
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Chen-Ching Peng
- The Vision Center at Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA; (S.S.); (C.-C.P.)
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Paolo Neviani
- Extracellular Vesicle Core, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA
| | - Benjamin Y. Xu
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Jesse L. Berry
- The Vision Center at Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA; (S.S.); (C.-C.P.)
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
- The Saban Research Institute, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Liya Xu
- The Vision Center at Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA; (S.S.); (C.-C.P.)
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
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10
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de Bruyn DP, van Poppelen NM, Brands T, van den Boom SC, Eikenboom E, Wagner A, van Veghel-Plandsoen MM, Geeven G, Beverloo B, van Rij CM, Verdijk RM, Naus NC, Bagger MM, Kiilgaard JF, de Klein A, Brosens E, Kiliç E. Evaluation of Circulating Tumor DNA as a Liquid Biomarker in Uveal Melanoma. Invest Ophthalmol Vis Sci 2024; 65:11. [PMID: 38319670 PMCID: PMC10854420 DOI: 10.1167/iovs.65.2.11] [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: 06/29/2023] [Accepted: 11/14/2023] [Indexed: 02/07/2024] Open
Abstract
Purpose Uveal melanoma (UM) has a high propensity to metastasize. Prognosis is associated with specific driver mutations and copy number variations (CNVs), but limited primary tumor tissue is available for molecular characterization due to eye-sparing irradiation treatment. This study aimed to assess the rise in circulating tumor DNA (ctDNA) levels in UM and evaluate its efficacy for CNV-profiling of patients with UM. Methods In a pilot study, we assessed ctDNA levels in the blood of patients with UM (n = 18) at various time points, including the time of diagnosis (n = 13), during fractionated stereotactic radiotherapy (fSRT) treatment (n = 6), and upon detection of metastatic disease (n = 13). Shallow whole-genome sequencing (sWGS) combined with in silico size-selection was used to identify prognostically relevant CNVs in patients with UM (n = 26) from peripheral blood retrieved at the time of diagnosis (n = 9), during fSRT (n = 5), during post-treatment follow-up (n = 4), metastasis detection (n = 6), and metastasis follow-up (n = 4). Results A total of 34 patients had blood analyzed for ctDNA detection (n = 18) and/or CNV analysis (n = 26) at various time points. At the time of diagnosis, 5 of 13 patients (38%) had detectable ctDNA (median = 0 copies/mL). Upon detection of metastatic disease, ctDNA was detected in 10 of 13 patients (77%) and showed increased ctDNA levels (median = 24 copies/mL, P < 0.01). Among the six patients analyzed during fSRT, three (50%) patients had detectable ctDNA at baseline and three of six (50%) patients had undetectable levels of ctDNA. During the fSRT regimen, ctDNA levels remained unchanged (P > 0.05). The ctDNA fractions were undetectable to low in localized disease, and sWGS did not elucidate chromosome 3 status from blood samples. However, in 7 of 10 (70%) patients with metastases, the detection of chromosome 3 loss corresponded to the high metastatic-risk class. Conclusions The rise in ctDNA levels observed in patients with UM harboring metastases suggests its potential utility for CNV profiling. These findings highlight the potential of using ctDNA for metastasis detection and patient inclusion in therapeutic studies targeting metastatic UM.
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Affiliation(s)
- Daniel P. de Bruyn
- Department of Ophthalmology, Erasmus MC, Rotterdam, The Netherlands
- Department of Clinical Genetics, Erasmus MC, Rotterdam, The Netherlands
- Erasmus MC Cancer Institute, Erasmus MC, Rotterdam, The Netherlands
| | - Natasha M. van Poppelen
- Department of Ophthalmology, Erasmus MC, Rotterdam, The Netherlands
- Department of Clinical Genetics, Erasmus MC, Rotterdam, The Netherlands
- Erasmus MC Cancer Institute, Erasmus MC, Rotterdam, The Netherlands
| | - Tom Brands
- Department of Clinical Genetics, Erasmus MC, Rotterdam, The Netherlands
| | | | - Ellis Eikenboom
- Department of Clinical Genetics, Erasmus MC, Rotterdam, The Netherlands
| | - Anja Wagner
- Department of Clinical Genetics, Erasmus MC, Rotterdam, The Netherlands
| | | | - Geert Geeven
- Department of Clinical Genetics, Erasmus MC, Rotterdam, The Netherlands
| | - Berna Beverloo
- Department of Clinical Genetics, Erasmus MC, Rotterdam, The Netherlands
| | - Caroline M. van Rij
- Erasmus MC Cancer Institute, Erasmus MC, Rotterdam, The Netherlands
- Department of Radiation Oncology, Erasmus MC, Rotterdam, The Netherlands
| | - Robert M. Verdijk
- Department of Pathology, Section Ophthalmic Pathology, Erasmus MC, Rotterdam, The Netherlands
- Department of Pathology, LUMC, Leiden, The Netherlands
| | - Nicole C. Naus
- Department of Ophthalmology, Erasmus MC, Rotterdam, The Netherlands
- Department of Clinical Genetics, Erasmus MC, Rotterdam, The Netherlands
| | - Mette M. Bagger
- Department of Ophthalmology, Rigshospitalet, Copenhagen University, Copenhagen, Denmark
- Department of Clinical Genetics, Rigshospitalet, Copenhagen University, Copenhagen, Denmark
| | - Jens F. Kiilgaard
- Department of Ophthalmology, Rigshospitalet, Copenhagen University, Copenhagen, Denmark
| | - Annelies de Klein
- Department of Clinical Genetics, Erasmus MC, Rotterdam, The Netherlands
- Erasmus MC Cancer Institute, Erasmus MC, Rotterdam, The Netherlands
| | - Erwin Brosens
- Department of Clinical Genetics, Erasmus MC, Rotterdam, The Netherlands
- Erasmus MC Cancer Institute, Erasmus MC, Rotterdam, The Netherlands
| | - Emine Kiliç
- Department of Ophthalmology, Erasmus MC, Rotterdam, The Netherlands
- Erasmus MC Cancer Institute, Erasmus MC, Rotterdam, The Netherlands
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11
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Midena G, Parrozzani R, Frizziero L, Esposito G, Micera A, Midena E. Expression of GNAQ, BAP1, SF3B1, and EIF1AX Proteins in the Aqueous Humor of Eyes Affected by Uveal Melanoma. Invest Ophthalmol Vis Sci 2024; 65:15. [PMID: 38175637 PMCID: PMC10774693 DOI: 10.1167/iovs.65.1.15] [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: 03/28/2023] [Accepted: 12/11/2023] [Indexed: 01/05/2024] Open
Abstract
Purpose The purpose of this study was to quantify specific aqueous humor (AH) proteins in eyes affected by posterior uveal melanoma (UM). Methods Thirty-six eyes affected by primary UM were included. Tumor thickness and largest basal diameter were specific clinical characteristics. Tumors were staged with the American Joint Commission on Cancer Eighth Edition (AJCC) classification. During the brachytherapy (Iodine-125) surgical procedure, both the AH sample collection and the 25-gauge transscleral fine needle aspiration biopsy (FNAB) were performed. AH samples were analyzed by immunoprecipitation and SDS PAGE techniques to quantify GNAQ, BAP1, SF3B1, and EIF1AX proteins. Cytologic material underwent fluorescence in situ hybridization for chromosome 3. The AH of 36 healthy eyes was used as the control group. Cluster analysis of groups was also performed. Results Compared with the control group, significantly higher protein levels of: GNAQ (P = 0.02), BAP1 (P = 0.01), and SF3B1 (P = 0.02) were detected in eyes with UM. Cluster analysis of UM group revealed 2 clusters, one showing higher expression of GNAQ and BAP1 protein and one of EIF1AX protein. Moreover, the 2 clusters corresponded with the chromosome 3 status of UM. Conclusions Specific and selected proteins may be detected in the AH of eyes affected by UM. These findings confirm the possibilities provided by AH analysis in UM.
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Affiliation(s)
| | | | - Luisa Frizziero
- Department of Ophthalmology, University of Padova, Padova, Italy
| | | | | | - Edoardo Midena
- IRCCS–Fondazione Bietti, Rome, Italy
- Department of Ophthalmology, University of Padova, Padova, Italy
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12
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Muniyandi A, Jensen NR, Devanathan N, Dimaras H, Corson TW. The Potential of Aqueous Humor Sampling in Diagnosis, Prognosis, and Treatment of Retinoblastoma. Invest Ophthalmol Vis Sci 2024; 65:18. [PMID: 38180770 PMCID: PMC10774694 DOI: 10.1167/iovs.65.1.18] [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: 06/24/2023] [Accepted: 11/27/2023] [Indexed: 01/06/2024] Open
Abstract
Retinoblastoma (RB) is a rare malignant tumor that arises in the developing retina in one or both eyes of children. Pathogenic variants of the RB1 tumor suppressor gene drive the majority of germline and sporadic RB tumors. Considering the risk of tumor spread, the biopsy of RB tumor tissue is contraindicated. Advancement of chemotherapy has led to preservation of more eye globes. However, this has reduced access to tumor material from enucleation specimens. Recently, liquid biopsy of aqueous humor (AH) has advanced the RB tumor- or eye-specific genetic analysis. In particular, nucleic acid analysis of AH demonstrates the genomic copy number profiles and RB1 pathogenic variants akin to that of enucleated RB eye tissue. This advance reduces the previous limitation that genetic assessment of the primary tumor could be done only after enucleation of the eye. Additionally, nucleic acid evaluation of AH allows the exploration of the genomic landscape of RB tumors at diagnosis and during and after treatment. This review explores how AH sampling and AH nucleic acid analysis in RB patients assist in diagnosis, prognosis, and comprehending the pathophysiology of RB, which will ultimately benefit individualized treatment decisions to carefully manage this ocular cancer in children.
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Affiliation(s)
- Anbukkarasi Muniyandi
- Department of Pharmacology & Toxicology, Indiana University School of Medicine, Indianapolis, Indiana, United States
- Eugene and Marilyn Glick Eye Institute, Department of Ophthalmology, Indiana University School of Medicine, Indianapolis, Indiana, United States
| | - Nathan R. Jensen
- Eugene and Marilyn Glick Eye Institute, Department of Ophthalmology, Indiana University School of Medicine, Indianapolis, Indiana, United States
- Department of Ophthalmology, University of Utah, Salt Lake City, Utah, United States
| | - Nirupama Devanathan
- Eugene and Marilyn Glick Eye Institute, Department of Ophthalmology, Indiana University School of Medicine, Indianapolis, Indiana, United States
| | - Helen Dimaras
- Department of Ophthalmology and Vision Sciences, Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences Program, Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, Ontario
- Division of Clinical Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Timothy W. Corson
- Department of Pharmacology & Toxicology, Indiana University School of Medicine, Indianapolis, Indiana, United States
- Eugene and Marilyn Glick Eye Institute, Department of Ophthalmology, Indiana University School of Medicine, Indianapolis, Indiana, United States
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana, United States
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, Indiana, United States
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
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13
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Pike SB, Reid MW, Peng CC, Chang C, Xu BY, Gombos DS, Patel S, Xu L, Berry JL. Multicentre analysis of nucleic acid quantification using aqueous humour liquid biopsy in uveal melanoma: implications for clinical testing. CANADIAN JOURNAL OF OPHTHALMOLOGY 2023:S0008-4182(23)00342-3. [PMID: 38036045 PMCID: PMC11128479 DOI: 10.1016/j.jcjo.2023.10.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 10/02/2023] [Accepted: 10/28/2023] [Indexed: 12/02/2023]
Abstract
OBJECTIVE Uveal melanoma (UM) tumour biopsy is limited by size and intratumour heterogeneity. We explored the potential of aqueous humour (AH) liquid biopsy for UM by quantifying analytes in samples collected at diagnosis and after brachytherapy to look for clinical correlations with tumour features. DESIGN Case-series study. PARTICIPANTS Sixty-six UM patients and 16 control subjects from a tertiary care hospital. METHODS The study included 119 UM AH samples and 16 control samples analyzed for unprocessed analytes (i.e., dsDNA, miRNA, and protein) using Qubit fluorescence assays. RESULTS Analytes were widely quantifiable among available UM AH samples (dsDNA: 94.1%; miRNA: 88.0%; protein: 95.2%) at significantly higher concentrations than among control samples (dsDNA, p = 0.008; miRNA, p < 0.0001; protein, p = 0.007). In samples taken at diagnosis, concentrations were higher at more advanced American Joint Cancer Commission stages; when comparing most advanced stage III with least advanced stage I, median dsDNA was 4 times greater (p < 0.0001), miRNA was 2 times greater (p = 0.001), and protein was 3 times greater (p < 0.0001). Analytes were quantifiable in >70% of diagnostic samples from eyes with tumours <2 mm tall. Height had a positive association with diagnostic analyte concentrations (dsDNA: R = 0.43, p = 0.0007; miRNA: R = 0.35, p = 0.01; protein: R = 0.39, p = 0.005). Samples taken after brachytherapy showed significantly higher concentrations than diagnostic samples (p < 0.01 for all). CONCLUSIONS UM AH is a rich repository of analytes. Samples from eyes with more advanced stage and larger tumours had higher concentrations, though analytes also were quantifiable in eyes with smaller, less advanced tumours. Future analysis of AH analytes may be informative in the pursuit of personalized UM treatments.
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Affiliation(s)
- Sarah B Pike
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California (USC), Los Angeles, CA; Vision Center, Children's Hospital Los Angeles, Los Angeles, CA
| | - Mark W Reid
- Vision Center, Children's Hospital Los Angeles, Los Angeles, CA; Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, CA
| | - Chen-Ching Peng
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California (USC), Los Angeles, CA; Vision Center, Children's Hospital Los Angeles, Los Angeles, CA; Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, CA
| | - Christina Chang
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California (USC), Los Angeles, CA
| | - Benjamin Y Xu
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California (USC), Los Angeles, CA
| | - Dan S Gombos
- Section of Ophthalmology, Department of Head and Neck Surgery, Division of Surgery, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Sapna Patel
- Department of Melanoma Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Liya Xu
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California (USC), Los Angeles, CA; Vision Center, Children's Hospital Los Angeles, Los Angeles, CA; Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, CA
| | - Jesse L Berry
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California (USC), Los Angeles, CA; Vision Center, Children's Hospital Los Angeles, Los Angeles, CA; Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, CA; Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA.
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14
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Demirci H, Tang L, Demirci FY, Ozgonul C, Weber S, Sundstrom J. Investigating Vitreous Cytokines in Choroidal Melanoma. Cancers (Basel) 2023; 15:3701. [PMID: 37509362 PMCID: PMC10378009 DOI: 10.3390/cancers15143701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 07/14/2023] [Accepted: 07/18/2023] [Indexed: 07/30/2023] Open
Abstract
Due to the close relationship between the vitreous and posterior eye layers, the microenvironment of these layers can affect the composition of the vitreous. Molecular analysis of the vitreous may therefore provide important insights into the pathogenesis of chorioretinal diseases. In this study, vitreous cytokines (n = 41) were evaluated to gain further insights into the tumor microenvironment in uveal melanoma (UM) arising from the choroid (CM). Cytokine levels were measured using a bead-based multiplex immunoassay panel in vitreous samples obtained from 32 eyes, including 18 with CM and 14 controls. Median fluorescence intensity values were extracted and used as relative quantification of the cytokine abundance. Vitreous cytokine levels were compared between the CM and non-CM groups and between different prognostic categories within the CM group (classified as having low or high metastatic risk using tumor biopsy-based gene expression profiling). Correlations between vitreous cytokine levels and tumor dimensions were also evaluated. Our analysis revealed twenty-six vitreous cytokines significantly upregulated in CM-affected eyes compared to the control eyes. Within the CM group, six vitreous cytokines showed altered levels (five upregulated and one downregulated) in eyes with high- vs. low-risk tumors. Levels of these six plus several other cytokines showed correlations with the tumor dimensions. In conclusion, our study has uncovered several UM-relevant vitreous cytokines, worthy of follow-up in larger studies as potential candidates for liquid biopsy-based biomarker development and/or new therapeutic targeting.
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Affiliation(s)
- Hakan Demirci
- Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI 48105, USA
| | - Lu Tang
- Department of Biostatistics, School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - F. Yesim Demirci
- Department of Human Genetics, School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Cem Ozgonul
- Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI 48105, USA
| | - Sarah Weber
- Department of Ophthalmology and Visual Sciences, Penn State University, Hershey, PA 17033, USA
| | - Jeffrey Sundstrom
- Department of Ophthalmology and Visual Sciences, Penn State University, Hershey, PA 17033, USA
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15
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Martel A, Mograbi B, Romeo B, Gastaud L, Lalvee S, Zahaf K, Fayada J, Nahon-Esteve S, Bonnetaud C, Salah M, Tanga V, Baillif S, Bertolotto C, Lassalle S, Hofman P. Assessment of Different Circulating Tumor Cell Platforms for Uveal Melanoma: Potential Impact for Future Routine Clinical Practice. Int J Mol Sci 2023; 24:11075. [PMID: 37446253 DOI: 10.3390/ijms241311075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 06/29/2023] [Accepted: 07/03/2023] [Indexed: 07/15/2023] Open
Abstract
Liquid biopsy and circulating tumor cell (CTC) screening has gained interest over the last two decades for detecting almost all solid malignancies. To date, the major limitation in terms of the applicability of CTC screening in daily clinical practice is the lack of reproducibility due to the high number of platforms available that use various technologies (e.g., label-dependent versus label-free detection). Only a few studies have compared different CTC platforms. The aim of this study was to compare the efficiency of four commercially available CTC platforms (Vortex (VTX-1), ClearCell FX, ISET, and Cellsearch) for the detection and identification of uveal melanoma cells (OMM 2.3 cell line). Tumor cells were seeded in RPMI medium and venous blood from healthy donors, and then processed similarly using these four platforms. Melan-A immunochemistry was performed to identify tumor cells, except when the Cellsearch device was used (automated identification). The mean overall recovery rates (with mean recovered cells) were 39.2% (19.92), 22.2% (11.31), 8.9% (4.85), and 1.1% (0.20) for the ISET, Vortex (VTX-1), ClearCell FX, and CellSearch platforms, respectively. Although paramount, the recovery rate is not sufficient to assess a CTC platform. Other parameters, such as the purpose for using a platform (diagnosis, genetics, drug sensitivity, or patient-derived xenograft models), reproducibility, purity, user-friendliness, cost-effectiveness, and ergonomics, should also be considered before they can be used in daily clinical practice and are discussed in this article.
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Affiliation(s)
- Arnaud Martel
- Ophthalmology Department, University Hospital of Nice, Cote d'Azur University, 06 000 Nice, France
- Institute for Research on Cancer and Aging, Nice (IRCAN), FHU OncoAge, Cote d'Azur University, 06 000 Nice, France
| | - Baharia Mograbi
- Institute for Research on Cancer and Aging, Nice (IRCAN), FHU OncoAge, Cote d'Azur University, 06 000 Nice, France
| | - Barnabe Romeo
- Institute for Research on Cancer and Aging, Nice (IRCAN), FHU OncoAge, Cote d'Azur University, 06 000 Nice, France
| | - Lauris Gastaud
- Oncology Department, Antoine Lacassagne Cancer Center, 06 000 Nice, France
| | - Salome Lalvee
- Laboratory of Clinical and Experimental Pathology, University Hospital of Nice, FHU OncoAge, Cote d'Azur University, Biobank BB-0033-00025, 06 000 Nice, France
| | - Katia Zahaf
- Laboratory of Clinical and Experimental Pathology, University Hospital of Nice, FHU OncoAge, Cote d'Azur University, Biobank BB-0033-00025, 06 000 Nice, France
| | - Julien Fayada
- Laboratory of Clinical and Experimental Pathology, University Hospital of Nice, FHU OncoAge, Cote d'Azur University, Biobank BB-0033-00025, 06 000 Nice, France
| | - Sacha Nahon-Esteve
- Ophthalmology Department, University Hospital of Nice, Cote d'Azur University, 06 000 Nice, France
- Inserm, Biology and Pathologies of Melanocytes, Team1, Equipe labellisée Ligue 2020 and Equipe labellisée ARC 2019, Centre Méditerranéen de Médecine Moléculaire, 06 100 Nice, France
| | - Christelle Bonnetaud
- Laboratory of Clinical and Experimental Pathology, University Hospital of Nice, FHU OncoAge, Cote d'Azur University, Biobank BB-0033-00025, 06 000 Nice, France
| | - Myriam Salah
- Laboratory of Clinical and Experimental Pathology, University Hospital of Nice, FHU OncoAge, Cote d'Azur University, Biobank BB-0033-00025, 06 000 Nice, France
| | - Virginie Tanga
- Laboratory of Clinical and Experimental Pathology, University Hospital of Nice, FHU OncoAge, Cote d'Azur University, Biobank BB-0033-00025, 06 000 Nice, France
| | - Stéphanie Baillif
- Ophthalmology Department, University Hospital of Nice, Cote d'Azur University, 06 000 Nice, France
| | - Corine Bertolotto
- Inserm, Biology and Pathologies of Melanocytes, Team1, Equipe labellisée Ligue 2020 and Equipe labellisée ARC 2019, Centre Méditerranéen de Médecine Moléculaire, 06 100 Nice, France
| | - Sandra Lassalle
- Institute for Research on Cancer and Aging, Nice (IRCAN), FHU OncoAge, Cote d'Azur University, 06 000 Nice, France
- Laboratory of Clinical and Experimental Pathology, University Hospital of Nice, FHU OncoAge, Cote d'Azur University, Biobank BB-0033-00025, 06 000 Nice, France
| | - Paul Hofman
- Institute for Research on Cancer and Aging, Nice (IRCAN), FHU OncoAge, Cote d'Azur University, 06 000 Nice, France
- Laboratory of Clinical and Experimental Pathology, University Hospital of Nice, FHU OncoAge, Cote d'Azur University, Biobank BB-0033-00025, 06 000 Nice, France
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16
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He LF, Mou P, Yang CH, Huang C, Shen Y, Zhang JD, Wei RL. Single-cell sequencing in primary intraocular tumors: understanding heterogeneity, the microenvironment, and drug resistance. Front Immunol 2023; 14:1194590. [PMID: 37359513 PMCID: PMC10287964 DOI: 10.3389/fimmu.2023.1194590] [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: 03/27/2023] [Accepted: 05/02/2023] [Indexed: 06/28/2023] Open
Abstract
Retinoblastoma (RB) and uveal melanoma (UM) are the most common primary intraocular tumors in children and adults, respectively. Despite continued increases in the likelihood of salvaging the eyeball due to advancements in local tumor control, prognosis remains poor once metastasis has occurred. Traditional sequencing technology obtains averaged information from pooled clusters of diverse cells. In contrast, single-cell sequencing (SCS) allows for investigations of tumor biology at the resolution of the individual cell, providing insights into tumor heterogeneity, microenvironmental properties, and cellular genomic mutations. SCS is a powerful tool that can help identify new biomarkers for diagnosis and targeted therapy, which may in turn greatly improve tumor management. In this review, we focus on the application of SCS for evaluating heterogeneity, microenvironmental characteristics, and drug resistance in patients with RB and UM.
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Affiliation(s)
- Lin-feng He
- Department of Ophthalmology, Changzheng Hospital of Naval Medical University, Shanghai, China
| | - Pei Mou
- Department of Ophthalmology, Changzheng Hospital of Naval Medical University, Shanghai, China
| | - Chun-hui Yang
- Department of Ophthalmology, Changzheng Hospital of Naval Medical University, Shanghai, China
| | - Cheng Huang
- 92882 Troops of the Chinese People’s Liberation Army, Qingdao, China
| | - Ya Shen
- Department of Ophthalmology, Changzheng Hospital of Naval Medical University, Shanghai, China
| | - Jin-di Zhang
- Department of Ophthalmology, Changzheng Hospital of Naval Medical University, Shanghai, China
| | - Rui-li Wei
- Department of Ophthalmology, Changzheng Hospital of Naval Medical University, Shanghai, China
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17
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Martel A, Gastaud L, Bonnetaud C, Nahon-Esteve S, Washetine K, Bordone O, Salah M, Tanga V, Fayada J, Lespinet V, Allegra M, Lalvee S, Zahaf K, Baillif S, Bertolotto C, Mograbi B, Lassalle S, Hofman P. Need for a Dedicated Ophthalmic Malignancy Clinico-Biological Biobank: The Nice Ocular MAlignancy (NOMA) Biobank. Cancers (Basel) 2023; 15:cancers15082372. [PMID: 37190299 DOI: 10.3390/cancers15082372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Revised: 04/03/2023] [Accepted: 04/10/2023] [Indexed: 05/17/2023] Open
Abstract
Ophthalmic malignancies include various rare neoplasms involving the conjunctiva, the uvea, or the periocular area. These tumors are characterized by their scarcity as well as their histological, and sometimes genetic, diversity. Uveal melanoma (UM) is the most common primary intraocular malignancy. UM raises three main challenges highlighting the specificity of ophthalmic malignancies. First, UM is a very rare malignancy with an estimated incidence of 6 cases per million inhabitants. Second, tissue biopsy is not routinely recommended due to the risk of extraocular dissemination. Third, UM is an aggressive cancer because it is estimated that about 50% of patients will experience metastatic spread without any curative treatment available at this stage. These challenges better explain the two main objectives in the creation of a dedicated UM biobank. First, collecting UM samples is essential due to tissue scarcity. Second, large-scale translational research programs based on stored human samples will help to better determine UM pathogenesis with the aim of identifying new biomarkers, allowing for early diagnosis and new targeted treatment modalities. Other periocular malignancies, such as conjunctival melanomas or orbital malignancies, also raise specific concerns. In this context, the number of biobanks worldwide dedicated to ocular malignancies is very limited. The aims of this article were (i) to describe the specific challenges raised by a dedicated ocular malignancy biobank, (ii) to report our experience in setting up such a biobank, and (iii) to discuss future perspectives in this field.
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Affiliation(s)
- Arnaud Martel
- Ophthalmology Department, Nice University Hospital, 06001 Nice, France
- Institute of Research on Cancer and Aging in Nice (IRCAN), Team 4, Centre Antoine Lacassagne, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, 06189 Nice, France
| | - Lauris Gastaud
- Oncology Department, Antoine Lacassagne Cancer Centre, 06000 Nice, France
| | - Christelle Bonnetaud
- Hospital-Integrated Biobank (BB-0033-00025), Centre Hospitalier Universitaire de Nice, Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, CEDEX 1, 06001 Nice, France
| | | | - Kevin Washetine
- Hospital-Integrated Biobank (BB-0033-00025), Centre Hospitalier Universitaire de Nice, Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, CEDEX 1, 06001 Nice, France
- Laboratory of Clinical and Experimental Pathology, Centre Hospitalier Universitaire de Nice, Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, 06000 Nice, France
| | - Olivier Bordone
- Laboratory of Clinical and Experimental Pathology, Centre Hospitalier Universitaire de Nice, Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, 06000 Nice, France
| | - Myriam Salah
- Hospital-Integrated Biobank (BB-0033-00025), Centre Hospitalier Universitaire de Nice, Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, CEDEX 1, 06001 Nice, France
| | - Virginie Tanga
- Hospital-Integrated Biobank (BB-0033-00025), Centre Hospitalier Universitaire de Nice, Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, CEDEX 1, 06001 Nice, France
| | - Julien Fayada
- Hospital-Integrated Biobank (BB-0033-00025), Centre Hospitalier Universitaire de Nice, Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, CEDEX 1, 06001 Nice, France
| | - Virginie Lespinet
- Laboratory of Clinical and Experimental Pathology, Centre Hospitalier Universitaire de Nice, Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, 06000 Nice, France
| | - Maryline Allegra
- Hospital-Integrated Biobank (BB-0033-00025), Centre Hospitalier Universitaire de Nice, Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, CEDEX 1, 06001 Nice, France
| | - Salome Lalvee
- Hospital-Integrated Biobank (BB-0033-00025), Centre Hospitalier Universitaire de Nice, Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, CEDEX 1, 06001 Nice, France
| | - Katia Zahaf
- Hospital-Integrated Biobank (BB-0033-00025), Centre Hospitalier Universitaire de Nice, Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, CEDEX 1, 06001 Nice, France
| | - Stephanie Baillif
- Ophthalmology Department, Nice University Hospital, 06001 Nice, France
| | - Corine Bertolotto
- C3M, Institut National de la Santé et de la Recherche Médicale (INSERM), Côte d'Azur University, 06200 Nice, France
| | - Baharia Mograbi
- Institute of Research on Cancer and Aging in Nice (IRCAN), Team 4, Centre Antoine Lacassagne, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, 06189 Nice, France
| | - Sandra Lassalle
- Institute of Research on Cancer and Aging in Nice (IRCAN), Team 4, Centre Antoine Lacassagne, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, 06189 Nice, France
- Hospital-Integrated Biobank (BB-0033-00025), Centre Hospitalier Universitaire de Nice, Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, CEDEX 1, 06001 Nice, France
- Laboratory of Clinical and Experimental Pathology, Centre Hospitalier Universitaire de Nice, Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, 06000 Nice, France
| | - Paul Hofman
- Institute of Research on Cancer and Aging in Nice (IRCAN), Team 4, Centre Antoine Lacassagne, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, 06189 Nice, France
- Hospital-Integrated Biobank (BB-0033-00025), Centre Hospitalier Universitaire de Nice, Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, CEDEX 1, 06001 Nice, France
- Laboratory of Clinical and Experimental Pathology, Centre Hospitalier Universitaire de Nice, Fédération Hospitalo-Universitaire (FHU) OncoAge, Côte d'Azur University, 06000 Nice, France
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18
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Peng CC, Sirivolu S, Pike S, Kim ME, Reiser B, Li HT, Liang G, Xu L, Berry JL. Diagnostic Aqueous Humor Proteome Predicts Metastatic Potential in Uveal Melanoma. Int J Mol Sci 2023; 24:ijms24076825. [PMID: 37047796 PMCID: PMC10094875 DOI: 10.3390/ijms24076825] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Revised: 03/28/2023] [Accepted: 04/03/2023] [Indexed: 04/14/2023] Open
Abstract
Gene expression profiling (GEP) is clinically validated to stratify the risk of metastasis by assigning uveal melanoma (UM) patients to two highly prognostic molecular classes: class 1 (low metastatic risk) and class 2 (high metastatic risk). However, GEP requires intraocular tumor biopsy, which is limited by small tumor size and tumor heterogeneity; furthermore, there are small risks of retinal hemorrhage, bleeding, or tumor dissemination. Thus, ocular liquid biopsy has emerged as a less-invasive alternative. In this study, we seek to determine the aqueous humor (AH) proteome related to the advanced GEP class 2 using diagnostic AH liquid biopsy specimens. Twenty AH samples were collected from patients with UM, grouped by GEP classes. Protein expression levels of 1472 targets were analyzed, compared between GEP classes, and correlated with clinical features. Significant differentially expressed proteins (DEPs) were subjected to analysis for cellular pathway and upstream regulator identification. The results showed that 45 DEPs detected in the AH could differentiate GEP class 1 and 2 at diagnosis. IL1R and SPRY2 are potential upstream regulators for the 8/45 DEPs that contribute to metastasis-related pathways. AH liquid biopsy offers a new opportunity to determine metastatic potential for patients in the absence of tumor biopsy.
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Affiliation(s)
- Chen-Ching Peng
- The Vision Center at Children's Hospital Los Angeles, Los Angeles, CA 90027, USA
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Shreya Sirivolu
- The Vision Center at Children's Hospital Los Angeles, Los Angeles, CA 90027, USA
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Sarah Pike
- The Vision Center at Children's Hospital Los Angeles, Los Angeles, CA 90027, USA
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Mary E Kim
- The Vision Center at Children's Hospital Los Angeles, Los Angeles, CA 90027, USA
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Bibiana Reiser
- The Vision Center at Children's Hospital Los Angeles, Los Angeles, CA 90027, USA
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
- The Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, CA 90027, USA
| | - Hong-Tao Li
- Department of Urology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Gangning Liang
- Department of Urology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Liya Xu
- The Vision Center at Children's Hospital Los Angeles, Los Angeles, CA 90027, USA
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Jesse L Berry
- The Vision Center at Children's Hospital Los Angeles, Los Angeles, CA 90027, USA
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
- The Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, CA 90027, USA
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
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19
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Francis JH, Barker CA, Brannon AR, Canestraro J, Robbins M, Swartzwelder CE, Levine S, Law C, Berger MF, Shoushtari A, Abramson DH. Detectability of Plasma-Derived Circulating Tumor DNA Panel in Patients Undergoing Primary Treatment for Uveal Melanoma. Invest Ophthalmol Vis Sci 2022; 63:17. [PMID: 36525262 PMCID: PMC9766787 DOI: 10.1167/iovs.63.13.17] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Purpose To investigate the presence of plasma circulating tumor DNA (ctDNA) in patients with uveal melanoma during and after primary tumor treatment. Methods Detectability and variant allele frequency of ctDNA were assessed using a 129-oncogene panel using next-generation deep sequencing and hybridization capture in 69 patients with uveal melanoma undergoing primary treatment with enucleation (n = 8, during surgery) or plaque brachytherapy (n = 61; postoperative day 0, 1, 2, or 3). Follow-up assessments were performed in 39 patients over a median of 21 months (range, 3.2-31.9 months) of follow-up. Correlations between genomic data and disease parameters were performed. Results Overall, ctDNA was detectable in 20 of 69 patients with uveal melanoma (28.9%) during the perioperative period. On the day of enucleation, ctDNA was detected in two of eight patients (25%). In patients undergoing brachytherapy, ctDNA was significantly more detectable on postoperative days 2 or 3 compared with postoperative day 0 or 1 (32.4% vs 0.0%; P = 0.0015). Patients with follow-up ctDNA that became detectable or had an increased variant allele frequency were significantly more likely to develop metastasis compared with patients with follow-up ctDNA that became undetectable or decreased variant allele frequency (P = 0.04). In patients with detectable vs. undetectable ctDNA, there was no significant difference in tumor size, stage or location. Conclusions ctDNA is significantly more detectable at 48 to 72 hours after plaque brachytherapy compared with less than 48 hours. ctDNA can be detected during enucleation. Relative increases in ctDNA levels may herald the development of clinically apparent metastases.
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Affiliation(s)
- Jasmine H. Francis
- Department of Surgery (Ophthalmic Oncology Service), Memorial Sloan Kettering Cancer Center, New York, New York, United States,Department of Ophthalmology, Weill Cornell Medical College, New York, New York, United States
| | - Christopher A. Barker
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, United States
| | - A. Rose Brannon
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, United States
| | - Julia Canestraro
- Department of Surgery (Ophthalmic Oncology Service), Memorial Sloan Kettering Cancer Center, New York, New York, United States
| | - Melissa Robbins
- Department of Surgery (Ophthalmic Oncology Service), Memorial Sloan Kettering Cancer Center, New York, New York, United States
| | - Christina E. Swartzwelder
- Department of Surgery (Head and Neck Service), Memorial Sloan Kettering Cancer Center, New York, New York, United States
| | - Sara Levine
- Department of Surgery (Ophthalmic Oncology Service), Memorial Sloan Kettering Cancer Center, New York, New York, United States
| | - Crystal Law
- Department of Surgery (Ophthalmic Oncology Service), Memorial Sloan Kettering Cancer Center, New York, New York, United States
| | - Michael F. Berger
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, United States
| | - Alexander Shoushtari
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, United States,Department of Medicine, Weill Cornell Medical College, New York, New York, United States
| | - David H. Abramson
- Department of Surgery (Ophthalmic Oncology Service), Memorial Sloan Kettering Cancer Center, New York, New York, United States,Department of Ophthalmology, Weill Cornell Medical College, New York, New York, United States
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