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Arang N, Lubrano S, Ceribelli M, Rigiracciolo DC, Saddawi-Konefka R, Faraji F, Ramirez SI, Kim D, Tosto FA, Stevenson E, Zhou Y, Wang Z, Bogomolovas J, Molinolo AA, Swaney DL, Krogan NJ, Yang J, Coma S, Pachter JA, Aplin AE, Alessi DR, Thomas CJ, Gutkind JS. High-throughput chemogenetic drug screening reveals PKC-RhoA/PKN as a targetable signaling vulnerability in GNAQ-driven uveal melanoma. Cell Rep Med 2023; 4:101244. [PMID: 37858338 PMCID: PMC10694608 DOI: 10.1016/j.xcrm.2023.101244] [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: 02/21/2023] [Revised: 09/08/2023] [Accepted: 09/22/2023] [Indexed: 10/21/2023]
Abstract
Uveal melanoma (UM) is the most prevalent cancer of the eye in adults, driven by activating mutation of GNAQ/GNA11; however, there are limited therapies against UM and metastatic UM (mUM). Here, we perform a high-throughput chemogenetic drug screen in GNAQ-mutant UM contrasted with BRAF-mutant cutaneous melanoma, defining the druggable landscape of these distinct melanoma subtypes. Across all compounds, darovasertib demonstrates the highest preferential activity against UM. Our investigation reveals that darovasertib potently inhibits PKC as well as PKN/PRK, an AGC kinase family that is part of the "dark kinome." We find that downstream of the Gαq-RhoA signaling axis, PKN converges with ROCK to control FAK, a mediator of non-canonical Gαq-driven signaling. Strikingly, darovasertib synergizes with FAK inhibitors to halt UM growth and promote cytotoxic cell death in vitro and in preclinical metastatic mouse models, thus exposing a signaling vulnerability that can be exploited as a multimodal precision therapy against mUM.
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Affiliation(s)
- Nadia Arang
- Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA; Biomedical Sciences Graduate Program, University of California San Diego, La Jolla, CA 92093, USA; Department of Pharmacology, School of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Simone Lubrano
- Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA; Department of Pharmacy, University of Pisa, Pisa, Italy
| | - Michele Ceribelli
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | | | | | - Farhoud Faraji
- Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA
| | - Sydney I Ramirez
- Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA
| | - Daehwan Kim
- Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA; Department of Pharmacology, School of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Frances A Tosto
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Erica Stevenson
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA 94158, USA; J. David Gladstone Institutes, San Francisco, CA 94158, USA; Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA 94158, USA
| | - Yuan Zhou
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA 94158, USA; J. David Gladstone Institutes, San Francisco, CA 94158, USA; Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA 94158, USA
| | - Zhiyong Wang
- Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA
| | - Julius Bogomolovas
- School of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Alfredo A Molinolo
- Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA
| | - Danielle L Swaney
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA 94158, USA; J. David Gladstone Institutes, San Francisco, CA 94158, USA; Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA 94158, USA
| | - Nevan J Krogan
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA 94158, USA; J. David Gladstone Institutes, San Francisco, CA 94158, USA; Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA 94158, USA
| | - Jing Yang
- Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA; Department of Pharmacology, School of Medicine, University of California San Diego, La Jolla, CA 92093, USA; Department of Pediatrics, University of California San Diego, La Jolla, CA 92093, USA
| | | | | | - Andrew E Aplin
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Dario R Alessi
- Medical Research Council (MRC) Protein Phosphorylation and Ubiquitylation Unit, School of Life Sciences, University of Dundee, Dundee DD1 5EH, UK
| | - Craig J Thomas
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - J Silvio Gutkind
- Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA; Department of Pharmacology, School of Medicine, University of California San Diego, La Jolla, CA 92093, USA.
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2
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Han A, Mukha D, Chua V, Purwin TJ, Tiago M, Modasia B, Baqai U, Aumiller JL, Bechtel N, Hunter E, Danielson M, Terai M, Wedegaertner PB, Sato T, Landreville S, Davies MA, Kurtenbach S, Harbour JW, Schug ZT, Aplin AE. Co-Targeting FASN and mTOR Suppresses Uveal Melanoma Growth. Cancers (Basel) 2023; 15:3451. [PMID: 37444561 PMCID: PMC10341317 DOI: 10.3390/cancers15133451] [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: 06/07/2023] [Revised: 06/25/2023] [Accepted: 06/27/2023] [Indexed: 07/15/2023] Open
Abstract
Uveal melanoma (UM) displays a high frequency of metastasis; however, effective therapies for metastatic UM are limited. Identifying unique metabolic features of UM may provide a potential targeting strategy. A lipid metabolism protein expression signature was induced in a normal choroidal melanocyte (NCM) line transduced with GNAQ (Q209L), a driver in UM growth and development. Consistently, UM cells expressed elevated levels of fatty acid synthase (FASN) compared to NCMs. FASN upregulation was associated with increased mammalian target of rapamycin (mTOR) activation and sterol regulatory element-binding protein 1 (SREBP1) levels. FASN and mTOR inhibitors alone significantly reduced UM cell growth. Concurrent inhibition of FASN and mTOR further reduced UM cell growth by promoting cell cycle arrest and inhibiting glucose utilization, TCA cycle metabolism, and de novo fatty acid biosynthesis. Our findings indicate that FASN is important for UM cell growth and co-inhibition of FASN and mTOR signaling may be considered for treatment of UM.
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Affiliation(s)
- Anna Han
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (A.H.); (V.C.); (T.J.P.); (M.T.); (U.B.); (E.H.)
- Department of Food Science and Human Nutrition, Jeonbuk National University, Jeonju 54896, Jeollabuk-do, Republic of Korea
| | - Dzmitry Mukha
- Molecular and Cellular Oncogenesis Program, The Wistar Institute, Philadelphia, PA 19104, USA; (D.M.); (Z.T.S.)
| | - Vivian Chua
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (A.H.); (V.C.); (T.J.P.); (M.T.); (U.B.); (E.H.)
| | - Timothy J. Purwin
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (A.H.); (V.C.); (T.J.P.); (M.T.); (U.B.); (E.H.)
| | - Manoela Tiago
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (A.H.); (V.C.); (T.J.P.); (M.T.); (U.B.); (E.H.)
| | - Bhavik Modasia
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (A.H.); (V.C.); (T.J.P.); (M.T.); (U.B.); (E.H.)
| | - Usman Baqai
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (A.H.); (V.C.); (T.J.P.); (M.T.); (U.B.); (E.H.)
| | - Jenna L. Aumiller
- Department of Biochemistry and Molecular Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (J.L.A.); (P.B.W.)
| | - Nelisa Bechtel
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (A.H.); (V.C.); (T.J.P.); (M.T.); (U.B.); (E.H.)
| | - Emily Hunter
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (A.H.); (V.C.); (T.J.P.); (M.T.); (U.B.); (E.H.)
| | - Meggie Danielson
- Department of Medical Oncology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (M.D.); (M.T.); (T.S.)
| | - Mizue Terai
- Department of Medical Oncology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (M.D.); (M.T.); (T.S.)
| | - Philip B. Wedegaertner
- Department of Biochemistry and Molecular Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (J.L.A.); (P.B.W.)
| | - Takami Sato
- Department of Medical Oncology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (M.D.); (M.T.); (T.S.)
| | - Solange Landreville
- Department of Ophthalmology and Otorhinolaryngology-Cervical-Facial Surgery, Faculty of Medicine, Université Laval, Québec, QC G1V 0A6, Canada;
| | - Michael A. Davies
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Stefan Kurtenbach
- Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL 33101, USA; (S.K.); (J.W.H.)
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33101, USA
- Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, FL 33101, USA
| | - J. William Harbour
- Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL 33101, USA; (S.K.); (J.W.H.)
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33101, USA
- Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, FL 33101, USA
- Department of Ophthalmology, Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Zachary T. Schug
- Molecular and Cellular Oncogenesis Program, The Wistar Institute, Philadelphia, PA 19104, USA; (D.M.); (Z.T.S.)
| | - Andrew E. Aplin
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA; (A.H.); (V.C.); (T.J.P.); (M.T.); (U.B.); (E.H.)
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA
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3
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Mutational Characteristics of Primary Mucosal Melanoma: A Systematic Review. Mol Diagn Ther 2022; 26:189-202. [PMID: 35195858 DOI: 10.1007/s40291-021-00572-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/05/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Primary mucosal melanomas (PMMs) are rare and clinically heterogeneous, including head and neck (HNMs), vulvovaginal (VVMs), conjunctival (CjMs), anorectal (ARMs) and penile (PMs) melanomas. While the prognosis of advanced cutaneous melanoma has noticeably improved using treatments with immune checkpoint inhibitors (ICIs) and molecules targeting BRAF and MEK, few advances have been made for PMMs because of their poorer response to ICIs and their different genetic profile. This prompted us to conduct a systematic review of molecular studies of PMMs to clarify their pathogenesis and potential therapeutic targets. METHODS All articles that examined gene mutations in PMMs were identified from the databases and selected based on predefined inclusion criteria. Mutation rate was calculated for all PMMs and each location group by relating the number of mutations identified to the total number of samples analysed. RESULTS Among 1,581 studies identified, 88 were selected. Overall, the frequency of KIT, BRAF and NRAS mutation was 13.5%, 12.9% and 12.1%, respectively. KIT mutation ranged from 6.4% for CjMs to 16.6% for ARMs, BRAF mutation from 8.6% for ARMs to 31.1% for CjMs, and NRAS mutation from 6.2% for ARMs to 18.5% for CjMs. Among 101 other genes analysed, 33 had mutation rates over 10%, including TTN, TSC1, POM121, NF1, MTOR and SF3B1. CONCLUSION In addition to BRAF, NRAS and KIT genes commonly studied, our systematic review identified significantly mutated genes that have already been associated (e.g., TSC1, mTOR, POLE or ATRX) or could be associated with (future) targeted therapies. PROSPERO ID CRD42020185552.
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4
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Han A, Chua V, Baqai U, Purwin TJ, Bechtel N, Hunter E, Tiago M, Seifert E, Speicher DW, Schug ZT, Harbour JW, Aplin AE. Pyruvate dehydrogenase inactivation causes glycolytic phenotype in BAP1 mutant uveal melanoma. Oncogene 2022; 41:1129-1139. [PMID: 35046531 PMCID: PMC9066178 DOI: 10.1038/s41388-021-02154-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 12/02/2021] [Accepted: 12/10/2021] [Indexed: 12/12/2022]
Abstract
Effective therapeutic options are still lacking for uveal melanoma (UM) patients who develop metastasis. Metastatic traits of UM are linked to BRCA1-associated protein 1 (BAP1) mutations. Cell metabolism is re-programmed in UM with BAP1 mutant UM, but the underlying mechanisms and opportunities for therapeutic intervention remain unclear. BAP1 mutant UM tumors have an elevated glycolytic gene expression signature, with increased expression of pyruvate dehydrogenase (PDH) complex and PDH kinase (PDHK1). Furthermore, BAP1 mutant UM cells showed higher levels of phosphorylated PDHK1 and PDH that was associated with an upregulated glycolytic profile compared to BAP1 wild-type UM cells. Suppressing PDHK1-PDH phosphorylation decreased glycolytic capacity and cell growth, and induced cell cycle arrest of BAP1 mutant UM cells. Our results suggest that PDHK1-PDH phosphorylation is a causative factor of glycolytic phenotypes found in BAP1 mutant UM and propose a therapeutic opportunity for BAP1 mutant UM patients.
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Affiliation(s)
- Anna Han
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
- Department of Food Science and Human Nutrition, Jeonbuk National University, Jeonju, Jeollabuk-do, 54896, Republic of Korea
| | - Vivian Chua
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Usman Baqai
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Timothy J Purwin
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Nelisa Bechtel
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Emily Hunter
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Manoela Tiago
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Erin Seifert
- Department of Pathology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - David W Speicher
- Proteomics and Metabolomics Facility, The Wistar Institute, Philadelphia, PA, 19104, USA
- Molecular and Cellular Oncogenesis Program, The Wistar Institute, Philadelphia, PA, 19104, USA
| | - Zachary T Schug
- Molecular and Cellular Oncogenesis Program, The Wistar Institute, Philadelphia, PA, 19104, USA
| | - J William Harbour
- Bascom Palmer Eye Institute, Sylvester Comprehensive Cancer Center and Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, FL, 33146, USA
- Department of Ophthalmology, Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Andrew E Aplin
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA.
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, 19107, USA.
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5
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Chua V, Han A, Bechtel N, Purwin TJ, Hunter E, Liao C, Harbour JW, Aplin AE. The AMP-dependent kinase pathway is upregulated in BAP1 mutant uveal melanoma. Pigment Cell Melanoma Res 2021; 35:78-87. [PMID: 34347929 DOI: 10.1111/pcmr.13007] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 07/31/2021] [Accepted: 08/02/2021] [Indexed: 02/03/2023]
Abstract
Metastatic uveal melanoma (UM) responds poorly to targeted therapies and immune checkpoint inhibitors. Loss of BRCA1-associated protein 1 (BAP1) via inactivating mutations in the BAP1 gene is associated with UM progression. Thus, molecular alterations caused by BAP1 dysfunction may be novel therapeutic targets for metastatic UM. Here, we found that phosphorylation of AMP-dependent kinase (AMPK) was elevated in BAP1-altered (or mutant) compared to BAP1-unaltered (or wild-type [WT]) UM tumors. As a readout of AMPK pathway activation, phosphorylation of an AMPK downstream effector, acetyl-CoA-carboxylase (ACC), was also elevated. BAP1 re-expression in BAP1-null UM cell lines decreased phospho-AMPK (pAMPK) and phospho-ACC (pACC) levels. AMPK phosphorylation is mediated by calcium/calmodulin dependent protein kinase kinase 2 (CaMKK2) and potentially liver kinase B1 (LKB1) in BAP1 mutant UM cells. Knockdown of AMPKα1/2 reduced the viability of BAP1 mutant UM cells, indicating a survival function of AMPK in BAP1 mutant UM. Our data suggest that the AMPK pathway is an important mechanism mediating the survival of BAP1 mutant UM. Targeting the AMPK pathway may be a novel therapeutic strategy for metastatic UM.
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Affiliation(s)
- Vivian Chua
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Anna Han
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Nelisa Bechtel
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Timothy J Purwin
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Emily Hunter
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Connie Liao
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, USA
| | - J William Harbour
- Bascom Palmer Eye Institute, Sylvester Comprehensive Cancer Center and Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Andrew E Aplin
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, USA.,Sidney Kimmel Cancer Center, Philadelphia, PA, USA
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6
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Han A, Purwin TJ, Aplin AE. Roles of the BAP1 Tumor Suppressor in Cell Metabolism. Cancer Res 2021; 81:2807-2814. [PMID: 33446574 PMCID: PMC8178170 DOI: 10.1158/0008-5472.can-20-3430] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Revised: 11/29/2020] [Accepted: 01/06/2021] [Indexed: 11/16/2022]
Abstract
BRCA1-associated protein 1 (BAP1) is emerging as an intensively studied cancer-associated gene. Germline mutations in BAP1 lead to a cancer syndrome, and somatic loss is found in several cancer types. BAP1 encodes a deubiquitinase enzyme, which plays key roles in cell-cycle regulation, cell death, and differentiation. Recent studies have demonstrated that BAP1 is also involved in several aspects of cellular metabolism, including metabolic homeostasis, glucose utilization, control of ferroptosis, and stress response. A better knowledge of the metabolic roles of cancer-associated genes is important to understanding tumor initiation and progression, as well as highlighting potential therapeutic avenues. With this review, we summarize the current knowledge regarding BAP1-mediated regulation of metabolic activities that may support new strategies to treat BAP1-mutated cancers.
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Affiliation(s)
- Anna Han
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Timothy J Purwin
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Andrew E Aplin
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania.
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, Pennsylvania
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7
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Patton EE, Mueller KL, Adams DJ, Anandasabapathy N, Aplin AE, Bertolotto C, Bosenberg M, Ceol CJ, Burd CE, Chi P, Herlyn M, Holmen SL, Karreth FA, Kaufman CK, Khan S, Kobold S, Leucci E, Levy C, Lombard DB, Lund AW, Marie KL, Marine JC, Marais R, McMahon M, Robles-Espinoza CD, Ronai ZA, Samuels Y, Soengas MS, Villanueva J, Weeraratna AT, White RM, Yeh I, Zhu J, Zon LI, Hurlbert MS, Merlino G. Melanoma models for the next generation of therapies. Cancer Cell 2021; 39:610-631. [PMID: 33545064 PMCID: PMC8378471 DOI: 10.1016/j.ccell.2021.01.011] [Citation(s) in RCA: 84] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 01/12/2021] [Accepted: 01/13/2021] [Indexed: 12/12/2022]
Abstract
There is a lack of appropriate melanoma models that can be used to evaluate the efficacy of novel therapeutic modalities. Here, we discuss the current state of the art of melanoma models including genetically engineered mouse, patient-derived xenograft, zebrafish, and ex vivo and in vitro models. We also identify five major challenges that can be addressed using such models, including metastasis and tumor dormancy, drug resistance, the melanoma immune response, and the impact of aging and environmental exposures on melanoma progression and drug resistance. Additionally, we discuss the opportunity for building models for rare subtypes of melanomas, which represent an unmet critical need. Finally, we identify key recommendations for melanoma models that may improve accuracy of preclinical testing and predict efficacy in clinical trials, to help usher in the next generation of melanoma therapies.
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Affiliation(s)
- E Elizabeth Patton
- MRC Human Genetics Unit and Cancer Research UK Edinburgh Centre, MRC Institute of Genetics & Molecular Medicine, The University of Edinburgh, Western General Hospital, Crewe Road, Edinburgh EH4 2XU, UK.
| | - Kristen L Mueller
- Melanoma Research Alliance, 730 15th Street NW, Washington, DC 20005, USA.
| | - David J Adams
- Experimental Cancer Genetics, Wellcome Sanger Institute, Hinxton, Cambridge CB10 1SA, UK
| | - Niroshana Anandasabapathy
- Department of Dermatology, Meyer Cancer Center, Program in Immunology and Microbial Pathogenesis, Weill Cornell Medicine, New York, NY 10026, USA
| | - Andrew E Aplin
- Department of Cancer Biology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Corine Bertolotto
- Université Côte d'Azur, Nice, France; INSERM, Biology and Pathologies of Melanocytes, Team 1, Equipe Labellisée Ligue 2020, Centre Méditerranéen de Médecine Moléculaire, Nice, France
| | - Marcus Bosenberg
- Departments of Dermatology, Pathology, and Immunobiology, Yale University, New Haven, CT, USA
| | - Craig J Ceol
- Program in Molecular Medicine and Department of Molecular, Cell and Cancer Biology, University of Massachusetts Medical School, Worcester, MA, USA
| | - Christin E Burd
- Departments of Molecular Genetics, Cancer Biology, and Genetics, The Ohio State University, Biomedical Research Tower, Room 918, 460 W. 12th Avenue, Columbus, OH 43210, USA
| | - Ping Chi
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Weill Cornell Graduate School of Medical Sciences, Cornell University, New York, NY, USA; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | | | - Sheri L Holmen
- Department of Surgery, University of Utah Health Sciences Center, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA
| | - Florian A Karreth
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Charles K Kaufman
- Washington University School of Medicine, Department of Medicine, Division of Oncology, Department of Developmental Biology, McDonnell Science Building, 4518 McKinley Avenue, St. Louis, MO 63110, USA
| | - Shaheen Khan
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Sebastian Kobold
- Center of Integrated Protein Science Munich (CIPS-M) and Division of Clinical Pharmacology, Department of Medicine IV, Klinikum der Universität München, LMU, Munich, Germany; Member of the German Center for Lung Research (DZL), German Center for Translational Cancer Research (DKTK), partner site Munich, Munich, Germany
| | - Eleonora Leucci
- Laboratory for RNA Cancer Biology, Department of Oncology, LKI, KU Leuven, 3000 Leuven, Belgium; Trace, Department of Oncology, LKI, KU Leuven, 3000 Leuven, Belgium
| | - Carmit Levy
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - David B Lombard
- Department of Pathology, Institute of Gerontology, and Rogel Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA
| | - Amanda W Lund
- Ronald O. Perelman Department of Dermatology and Department of Pathology, NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Kerrie L Marie
- Laboratory of Cancer Biology and Genetics, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Jean-Christophe Marine
- Laboratory for Molecular Cancer Biology, Center for Cancer Biology, VIB, Leuven, Belgium; Laboratory for Molecular Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Richard Marais
- CRUK Manchester Institute, The University of Manchester, Alderley Park, Macclesfield SK10 4TG, UK
| | - Martin McMahon
- Department of Dermatology & Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Carla Daniela Robles-Espinoza
- Laboratorio Internacional de Investigación sobre el Genoma Humano, Universidad Nacional Autónoma de México, Campus Juriquilla, Boulevard Juriquilla 3001, Santiago de Querétaro 76230, Mexico; Wellcome Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Ze'ev A Ronai
- Cancer Center, Sanford Burnham Medical Discovery Institute, La Jolla, CA 92037, USA
| | - Yardena Samuels
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Maria S Soengas
- Spanish National Cancer Research Centre, 28029 Madrid, Spain
| | - Jessie Villanueva
- The Wistar Institute, Molecular and Cellular Oncogenesis Program, Philadelphia, PA, USA
| | - Ashani T Weeraratna
- Department of Biochemistry and Molecular Biology, Johns Hopkins Bloomberg School of Public Health, and Department of Oncology, Sidney Kimmel Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD 21205, USA
| | - Richard M White
- Department of Cancer Biology & Genetics and Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Iwei Yeh
- Departments of Dermatology and Pathology, University of California, San Francisco, CA, USA
| | - Jiyue Zhu
- Department of Pharmaceutical Sciences, College of Pharmacy and Pharmaceutical Sciences, Washington State University, Spokane, WA, USA
| | - Leonard I Zon
- Stem Cell Program and Division of Hematology/Oncology, Boston Children's Hospital and Dana Farber Cancer Institute, Howard Hughes Medical Institute, Harvard Medical School, Harvard Stem Cell Institute, Stem Cell and Regenerative Biology Department, Harvard University, Boston, MA, USA
| | - Marc S Hurlbert
- Melanoma Research Alliance, 730 15th Street NW, Washington, DC 20005, USA
| | - Glenn Merlino
- Center for Cancer Research, NCI, NIH, 37 Convent Drive, Bethesda, MD 20892, USA.
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8
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Zhao CX, Zeng CM, Wang K, He QJ, Yang B, Zhou FF, Zhu H. Ubiquitin-proteasome system-targeted therapy for uveal melanoma: what is the evidence? Acta Pharmacol Sin 2021; 42:179-188. [PMID: 32601365 DOI: 10.1038/s41401-020-0441-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2020] [Revised: 05/07/2020] [Accepted: 05/12/2020] [Indexed: 12/22/2022] Open
Abstract
Uveal melanoma (UM) is a rare ocular tumor. The loss of BRCA1-associated protein 1 (BAP1) and the aberrant activation of G protein subunit alpha q (GNAQ)/G protein subunit alpha 11 (GNA11) contribute to the frequent metastasis of UM. Thus far, limited molecular-targeted therapies have been developed for the clinical treatment of UM. However, an increasing number of studies have revealed the close relationship between the ubiquitin proteasome system (UPS) and the malignancy of UM. UPS consists of a three-enzyme cascade, i.e. ubiquitin-activating enzymes (E1s); ubiquitin-conjugating enzymes (E2s); and ubiquitin-protein ligases (E3s), as well as 26S proteasome and deubiquitinases (DUBs), which work coordinately to dictate the fate of intracellular proteins through regulating ubiquitination, thus influencing cell viability. Due to the critical role of UPS in tumors, we here provide an overview of the crosstalk between UPS and the malignancy of UM, discuss the current UPS-targeted therapies in UM and highlight its potential in developing novel regimens for UM.
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9
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Han A, Purwin TJ, Bechtel N, Liao C, Chua V, Seifert E, Sato T, Schug ZT, Speicher DW, Harbour JW, Aplin AE. BAP1 mutant uveal melanoma is stratified by metabolic phenotypes with distinct vulnerability to metabolic inhibitors. Oncogene 2021; 40:618-632. [PMID: 33208912 PMCID: PMC7856044 DOI: 10.1038/s41388-020-01554-y] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Revised: 10/22/2020] [Accepted: 10/30/2020] [Indexed: 02/07/2023]
Abstract
Cancer cell metabolism is a targetable vulnerability; however, a precise understanding of metabolic heterogeneity is required. Inactivating mutations in BRCA1-associated protein 1 (BAP1) are associated with metastasis in uveal melanoma (UM), the deadliest adult eye cancer. BAP1 functions in UM remain unclear. UM patient sample analysis divided BAP1 mutant UM tumors into two subgroups based on oxidative phosphorylation (OXPHOS) gene expression suggesting metabolic heterogeneity. Consistent with patient data, transcriptomic analysis of BAP1 mutant UM cell lines also showed OXPHOShigh or OXPHOSlow subgroups. Integrated RNA sequencing, metabolomics, and molecular analyses showed that OXPHOShigh BAP1 mutant UM cells utilize glycolytic and nucleotide biosynthesis pathways, whereas OXPHOSlow BAP1 mutant UM cells employ fatty acid oxidation. Furthermore, the two subgroups responded to different classes of metabolic suppressors. Our findings indicate that targeting cancer metabolism is a promising therapeutic option for BAP1 mutant UM; however, tailored approaches may be required due to metabolic heterogeneities.
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Affiliation(s)
- Anna Han
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Timothy J Purwin
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Nelisa Bechtel
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Connie Liao
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Vivian Chua
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Erin Seifert
- Department of Pathology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Takami Sato
- Department of Medical Oncology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Zachary T Schug
- Molecular and Cellular Oncogenesis Program, The Wistar Institute, Philadelphia, PA, 19104, USA
| | - David W Speicher
- Molecular and Cellular Oncogenesis Program, The Wistar Institute, Philadelphia, PA, 19104, USA
- Proteomics and Metabolomics Facility, The Wistar Institute, Philadelphia, PA, 19104, USA
| | - J William Harbour
- Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL, 33101, USA
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, 33101, USA
- Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, FL, 33101, USA
| | - Andrew E Aplin
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA.
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, 19107, USA.
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10
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Ortiz-Cuaran S, Mezquita L, Swalduz A, Aldea M, Mazieres J, Leonce C, Jovelet C, Pradines A, Avrillon V, Chumbi Flores WR, Lacroix L, Loriot Y, Westeel V, Ngo-Camus M, Tissot C, Raynaud C, Gervais R, Brain E, Monnet I, Giroux Leprieur E, Caramella C, Mahier-Aït Oukhatar C, Hoog-Labouret N, de Kievit F, Howarth K, Morris C, Green E, Friboulet L, Chabaud S, Guichou JF, Perol M, Besse B, Blay JY, Saintigny P, Planchard D. Circulating Tumor DNA Genomics Reveal Potential Mechanisms of Resistance to BRAF-Targeted Therapies in Patients with BRAF-Mutant Metastatic Non-Small Cell Lung Cancer. Clin Cancer Res 2020; 26:6242-6253. [PMID: 32859654 DOI: 10.1158/1078-0432.ccr-20-1037] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 06/11/2020] [Accepted: 08/20/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE The limited knowledge on the molecular profile of patients with BRAF-mutant non-small cell lung cancer (NSCLC) who progress under BRAF-targeted therapies (BRAF-TT) has hampered the development of subsequent therapeutic strategies for these patients. Here, we evaluated the clinical utility of circulating tumor DNA (ctDNA)-targeted sequencing to identify canonical BRAF mutations and genomic alterations potentially related to resistance to BRAF-TT, in a large cohort of patients with BRAF-mutant NSCLC. EXPERIMENTAL DESIGN This was a prospective study of 78 patients with advanced BRAF-mutant NSCLC, enrolled in 27 centers across France. Blood samples (n = 208) were collected from BRAF-TT-naïve patients (n = 47), patients nonprogressive under treatment (n = 115), or patients at disease progression (PD) to BRAF-TT (24/46 on BRAF monotherapy and 22/46 on BRAF/MEK combination therapy). ctDNA sequencing was performed using InVisionFirst-Lung. In silico structural modeling was used to predict the potential functional effect of the alterations found in ctDNA. RESULTS BRAFV600E ctDNA was detected in 74% of BRAF-TT-naïve patients, where alterations in genes related with the MAPK and PI3K pathways, signal transducers, and protein kinases were identified in 29% of the samples. ctDNA positivity at the first radiographic evaluation under treatment, as well as BRAF-mutant ctDNA positivity at PD were associated with poor survival. Potential drivers of resistance to either BRAF-TT monotherapy or BRAF/MEK combination were identified in 46% of patients and these included activating mutations in effectors of the MAPK and PI3K pathways, as well as alterations in U2AF1, IDH1, and CTNNB1. CONCLUSIONS ctDNA sequencing is clinically relevant for the detection of BRAF-activating mutations and the identification of alterations potentially related to resistance to BRAF-TT in BRAF-mutant NSCLC.
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Affiliation(s)
- Sandra Ortiz-Cuaran
- Univ Lyon, Claude Bernard Lyon 1 University, INSERM 1052, CNRS 5286, Centre Léon Bérard, Cancer Research Center of Lyon, Lyon, France.
| | - Laura Mezquita
- Department of Cancer Medicine, Gustave Roussy Cancer Campus, Villejuif, France.,Department of Medical Oncology, Hospital Clinic, Laboratory of Translational Genomics and Targeted Therapeutics in Solid Tumors, IDIBAPS, Barcelona, Spain
| | - Aurélie Swalduz
- Univ Lyon, Claude Bernard Lyon 1 University, INSERM 1052, CNRS 5286, Centre Léon Bérard, Cancer Research Center of Lyon, Lyon, France.,Department of Medical Oncology, Centre Léon Bérard & Université Claude Bernard Lyon I/Université de Lyon, Lyon, France
| | - Mihalea Aldea
- Department of Cancer Medicine, Gustave Roussy Cancer Campus, Villejuif, France
| | - Julien Mazieres
- Department of Respiratory Disease, Larrey Hospital, University Hospital of Toulouse, Paul Sabatier University, Toulouse, France
| | - Camille Leonce
- Univ Lyon, Claude Bernard Lyon 1 University, INSERM 1052, CNRS 5286, Centre Léon Bérard, Cancer Research Center of Lyon, Lyon, France
| | - Cecile Jovelet
- Translational Research Laboratory, Gustave Roussy Cancer Campus, Villejuif, France
| | | | - Virginie Avrillon
- Department of Medical Oncology, Centre Léon Bérard & Université Claude Bernard Lyon I/Université de Lyon, Lyon, France
| | | | - Ludovic Lacroix
- Translational Research Laboratory, Gustave Roussy Cancer Campus, Villejuif, France
| | - Yohann Loriot
- Department of Cancer Medicine, Gustave Roussy Cancer Campus, Villejuif, France
| | | | - Maud Ngo-Camus
- Department of Early Drug Development, Gustave Roussy Cancer Campus, Villejuif, France
| | - Claire Tissot
- University Hospital of Saint-Etienne, Saint-Etienne, France
| | | | | | | | - Isabelle Monnet
- Centre Hospitalier Intercommunal de Créteil, Creteil, France
| | | | - Caroline Caramella
- Department of Radiology, Gustave Roussy Cancer Campus, Villejuif, France
| | | | | | | | | | | | | | - Luc Friboulet
- Université Paris-Saclay, Gustave Roussy Cancer Campus, Inserm, Biomarqueurs Prédictifs et Nouvelles Stratégies Thérapeutiques en Oncologie, Villejuif, France
| | - Sylvie Chabaud
- Department of Clinical Research, Centre Léon Bérard, Lyon, France
| | - Jean-François Guichou
- Centre de Biochimie Structurale (CBS), INSERM, CNRS, Université de Montpellier, Montpellier, France
| | - Maurice Perol
- Department of Medical Oncology, Centre Léon Bérard & Université Claude Bernard Lyon I/Université de Lyon, Lyon, France
| | - Benjamin Besse
- Department of Cancer Medicine, Gustave Roussy Cancer Campus, Villejuif, France
| | - Jean-Yves Blay
- Department of Medical Oncology, Centre Léon Bérard & Université Claude Bernard Lyon I/Université de Lyon, Lyon, France
| | - Pierre Saintigny
- Univ Lyon, Claude Bernard Lyon 1 University, INSERM 1052, CNRS 5286, Centre Léon Bérard, Cancer Research Center of Lyon, Lyon, France. .,Department of Medical Oncology, Centre Léon Bérard & Université Claude Bernard Lyon I/Université de Lyon, Lyon, France
| | - David Planchard
- Department of Cancer Medicine, Gustave Roussy Cancer Campus, Villejuif, France.
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11
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Li Y, Yu P, Zou Y, Cai W, Sun W, Han N. KRas-ERK signalling promotes the onset and maintenance of uveal melanoma through regulating JMJD6-mediated H2A.X phosphorylation at tyrosine 39. ARTIFICIAL CELLS NANOMEDICINE AND BIOTECHNOLOGY 2020; 47:4257-4265. [PMID: 31736361 DOI: 10.1080/21691401.2019.1673764] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Since DNA damage is a first incident occurred during a tumour attack, it is rational that histone H2A.X phosphorylation on tyrosine 39 (H2A.XY39ph) may act as a tumour-relevant factor. This study was aimed to test the authenticity of the hypothesis. Uveal melanoma MP65 cells were transfected for expression of KRas mutated. H2A.X phosphorylation and ERK1/2 was measured, and transwell experiment was performed to examine the consequents of H2A.XY39ph on MP65 cells developing and migration. Regulatory relationship between H2A.XY39ph and ERK1/2 downstream genes were measured. Moreover, whether JMJD6 and MDM2 are involved in H2A.X phosphorylation was studied. Mutation of Ras activated ERK1/2 signalling and inhibited H2A.X phosphorylation at Y39. Silence of H2A.XY39ph contributed to the regulation of MP65 cells growth, migration and transcription of ERK1/2 downstream genes, including CYR61, IGFBP3, WNT16B, NT5E, GDF15 and CARD16. The repressed H2A.X phosphorylation through Ras-ERK1/2 signalling might be through MDM2-mediated JMJD6 degradation. Our study suggested that Ras-ERK1/2 signalling inhibited H2A.X phosphorylation at Y39, which led to the uncontrolled developing and migration of uveal melanoma cells. In addition, H2A.X phosphorylation was mediated possibly through JMJD6 which could be degraded by MDM2.
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Affiliation(s)
- Yaping Li
- Department of Ophthalmology, The Second Hospital of Jilin University, Changchun, PR China
| | - Peng Yu
- Department of Ophthalmology, The Second Hospital of Jilin University, Changchun, PR China
| | - Ying Zou
- Department of Ophthalmology, The Second Hospital of Jilin University, Changchun, PR China
| | - Wenrui Cai
- Department of Ophthalmology, The Second Hospital of Jilin University, Changchun, PR China
| | - Weixuan Sun
- Department of Gastrointestinal Colorectal and Anal Surgery, China-Japan Union Hospital of Jilin University, Changchun, PR China
| | - Ning Han
- Department of Ophthalmology, The Second Hospital of Jilin University, Changchun, PR China
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12
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Kaštelan S, Antunica AG, Oresković LB, Pelčić G, Kasun E, Hat K. Immunotherapy for Uveal Melanoma - Current Knowledge and Perspectives. Curr Med Chem 2020; 27:1350-1366. [DOI: 10.2174/0929867326666190704141444] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 06/09/2019] [Accepted: 06/14/2019] [Indexed: 12/17/2022]
Abstract
Uveal melanoma is the most prevalent primary intraocular tumour in adults with
the incidence between five and six cases per million people in the United States and Europe.
The prognosis of patients with uveal melanoma is unfavourable with a 5-year survival rate of
50-70% despite significant advances in local tumour treatment using radiotherapy or surgical
resection. Approximately 50% of the patients develop metastases within 15 years from initial
diagnosis, mostly in the liver. The median survival rate after the onset of metastases is 6
months. Potential treatment options for metastatic uveal melanoma are chemotherapy, targeted
therapy, and immunotherapy but no method showed satisfactory results. Immunotherapy
with checkpoint inhibition showed promising results in the treatment of cutaneous melanoma;
however, it did not appear to be equally effective with uveal melanoma. This may be
due to differences in mutational burden, expression of neoantigens between these two types of
tumour, immunosuppressive tumour microenvironment, and low immunogenicity and immune
privilege of uveal melanoma. Considering the disappointing results of treatment with
anti-CTLA-4 and PD-1/PD-L1 blockade in patients with advanced uveal melanoma several
new forms of therapies are being developed. This may include immunotherapy with
IMCgp100, glembatumumab vedotin and the infusion of autologous TILs, targeted therapy
with selective MEK inhibitors, epigenetic therapy, and nanotherapy. Better insight into the
molecular and genetic profile of uveal melanoma will facilitate detection of new prognostic
biomarkers and thus enable a better modification of the existing immunotherapy methods and
development of new forms of treatment specifically designed for uveal melanoma patients.
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Affiliation(s)
- Snježana Kaštelan
- Department of Ophthalmology, University Hospital Dubrava, Zagreb, Croatia
| | | | | | - Goran Pelčić
- Department of Ophthalmology, Faculty of Medicine, University of Rijeka and Clinical Hospital Center Rijeka, Rijeka, Croatia
| | - Ema Kasun
- School of Medicine, University of Zagreb, Zagreb, Croatia
| | - Koraljka Hat
- Department of Maxillofacial Surgery, University Hospital Dubrava, Zagreb, Croatia
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13
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Li YZ, Huang Y, Deng XY, Tu CS. Identification of an immune-related signature for the prognosis of uveal melanoma. Int J Ophthalmol 2020; 13:458-465. [PMID: 32309184 DOI: 10.18240/ijo.2020.03.14] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 12/09/2019] [Indexed: 12/25/2022] Open
Abstract
AIM To construct an immune-related prognostic signature (IPS) that can distinguish and predict prognosis in uveal melanoma (UM). METHODS The transcriptomic data and clinicopathological information of 80 UM patients were extracted from the TCGA database. These patients were randomly assigned to a training and a testing set. RESULTS Lasso Cox analysis was performed for the prognostic immune-related genes to develop an IPS for UM in the training set. The signature was validated in both the testing set and entire cohort. We confirmed the prognostic value of our IPS in distinct subgroups and found its association with the T stage and basal diameter of the tumor. Tumor Immune Estimation Resource database analysis revealed that the IPS was negatively correlated with the infiltration of neutrophils and dendritic cells, but positively correlated with the infiltration level of CD8+ T cells. In addition, we demonstrated that immune checkpoints containing PD-1, CTLA-4, IDO, and TIGIT were moderately associated with the IPS. CONCLUSION This is the first study to develop and validate an immune-related signature with the ability of predicting prognosis for UM patients. Further studies are needed to validate its prediction accuracy.
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Affiliation(s)
- Ying-Zi Li
- Eye Hospital, Wenzhou Medical University, Wenzhou 32500, Zhejiang Province, China
| | - Ying Huang
- Eye Hospital, Wenzhou Medical University, Wenzhou 32500, Zhejiang Province, China
| | - Xiang-Yang Deng
- Department of Neurosurgery, the Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325000, Zhejiang Province, China
| | - Chang-Sen Tu
- Eye Hospital, Wenzhou Medical University, Wenzhou 32500, Zhejiang Province, China
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14
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Zhou J, Liu S, Wang Y, Dai W, Zou H, Wang S, Zhang J, Pan J. Salinomycin effectively eliminates cancer stem-like cells and obviates hepatic metastasis in uveal melanoma. Mol Cancer 2019; 18:159. [PMID: 31718679 PMCID: PMC6852970 DOI: 10.1186/s12943-019-1068-1] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Accepted: 09/06/2019] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Uveal melanoma (UM) is the most common primary intraocular tumor. Hepatic metastasis is the major and direct death-related reason in UM patients. Given that cancer stem-like cells (CSCs) are roots of metastasis, targeting CSCs may be a promising strategy to overcome hepatic metastasis in UM. Salinomycin, which has been identified as a selective inhibitor of CSCs in multiple types of cancer, may be an attractive agent against CSCs thereby restrain hepatic metastasis in UM. The objective of the study is to explore the antitumor activity of salinomycin against UM and clarify its underlying mechanism. METHODS UM cells were treated with salinomycin, and its effects on cell proliferation, apoptosis, migration, invasion, CSCs population, and the related signal transduction pathways were determined. The in vivo antitumor activity of salinomycin was evaluated in the NOD/SCID UM xenograft model and intrasplenic transplantation liver metastasis mouse model. RESULTS We found that salinomycin remarkably obviated growth and survival in UM cell lines and in a UM xenograft mouse model. Meanwhile, salinomycin significantly eliminated CSCs and efficiently hampered hepatic metastasis in UM liver metastasis mouse model. Mechanistically, Twist1 was fundamental for the salinomycin-enabled CSCs elimination and migration/invasion blockage in UM cells. CONCLUSIONS Our findings suggest that targeting UM CSCs by salinomycin is a promising therapeutic strategy to hamper hepatic metastasis in UM. These results provide the first pre-clinical evidence for further testing of salinomycin for its antitumor efficacy in UM patients with hepatic metastasis.
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Affiliation(s)
- Jingfeng Zhou
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, 54 South Xianlie Road, Guangzhou, 510060, People's Republic of China
| | - Shenglan Liu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, 54 South Xianlie Road, Guangzhou, 510060, People's Republic of China
| | - Yun Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, 54 South Xianlie Road, Guangzhou, 510060, People's Republic of China
| | - Wei Dai
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, 54 South Xianlie Road, Guangzhou, 510060, People's Republic of China
| | - Hailin Zou
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, 54 South Xianlie Road, Guangzhou, 510060, People's Republic of China
| | - Shubo Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, 54 South Xianlie Road, Guangzhou, 510060, People's Republic of China
| | - Jing Zhang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, 54 South Xianlie Road, Guangzhou, 510060, People's Republic of China
| | - Jingxuan Pan
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, 54 South Xianlie Road, Guangzhou, 510060, People's Republic of China.
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