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Muraro E, Montico B, Lum B, Colizzi F, Giurato G, Salvati A, Guerrieri R, Rizzo A, Comaro E, Canzonieri V, Anichini A, Del Vecchio M, Mortarini R, Milione M, Weisz A, Pizzichetta MA, Simpson F, Dolcetti R, Fratta E, Sigalotti L. Antibody dependent cellular cytotoxicity-inducing anti-EGFR antibodies as effective therapeutic option for cutaneous melanoma resistant to BRAF inhibitors. Front Immunol 2024; 15:1336566. [PMID: 38510242 PMCID: PMC10950948 DOI: 10.3389/fimmu.2024.1336566] [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: 11/10/2023] [Accepted: 02/13/2024] [Indexed: 03/22/2024] Open
Abstract
Introduction About 50% of cutaneous melanoma (CM) patients present activating BRAF mutations that can be effectively targeted by BRAF inhibitors (BRAFi). However, 20% of CM patients exhibit intrinsic drug resistance to BRAFi, while most of the others develop adaptive resistance over time. The mechanisms involved in BRAFi resistance are disparate and globally seem to rewire the cellular signaling profile by up-regulating different receptor tyrosine kinases (RTKs), such as the epidermal growth factor receptor (EGFR). RTKs inhibitors have not clearly demonstrated anti-tumor activity in BRAFi resistant models. To overcome this issue, we wondered whether the shared up-regulated RTK phenotype associated with BRAFi resistance could be exploited by using immune weapons as the antibody-dependent cell cytotoxicity (ADCC)-mediated effect of anti-RTKs antibodies, and kill tumor cells independently from the mechanistic roots. Methods and results By using an in vitro model of BRAFi resistance, we detected increased membrane expression of EGFR, both at mRNA and protein level in 4 out of 9 BRAFi-resistant (VR) CM cultures as compared to their parental sensitive cells. Increased EGFR phosphorylation and AKT activation were observed in the VR CM cultures. EGFR signaling appeared dispensable for maintaining resistance, since small molecule-, antibody- and CRISPR-targeting of EGFR did not restore sensitivity of VR cells to BRAFi. Importantly, immune-targeting of EGFR by the anti-EGFR antibody cetuximab efficiently and specifically killed EGFR-expressing VR CM cells, both in vitro and in humanized mouse models in vivo, triggering ADCC by healthy donors' and patients' peripheral blood cells. Conclusion Our data demonstrate the efficacy of immune targeting of RTKs expressed by CM relapsing on BRAFi, providing the proof-of-concept supporting the assessment of anti-RTK antibodies in combination therapies in this setting. This strategy might be expected to concomitantly trigger the crosstalk of adaptive immune response leading to a complementing T cell immune rejection of tumors.
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Affiliation(s)
- Elena Muraro
- Immunopathology and Cancer Biomarkers, Department of Translational Research, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Barbara Montico
- Immunopathology and Cancer Biomarkers, Department of Translational Research, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Benedict Lum
- Frazer Institute, The University of Queensland, Brisbane, QLD, Australia
| | - Francesca Colizzi
- Immunopathology and Cancer Biomarkers, Department of Translational Research, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Giorgio Giurato
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Baronissi, Italy
- Genome Research Center for Health - CRGS, Baronissi, Italy
| | - Annamaria Salvati
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Baronissi, Italy
- Genome Research Center for Health - CRGS, Baronissi, Italy
- Molecular Pathology and Medical Genomics Program, AOU 'S. Giovanni di Dio e Ruggi d'Aragona' University of Salerno and Rete Oncologica Campana, Salerno, Italy
| | - Roberto Guerrieri
- Immunopathology and Cancer Biomarkers, Department of Translational Research, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Aurora Rizzo
- Immunopathology and Cancer Biomarkers, Department of Translational Research, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Elisa Comaro
- Immunopathology and Cancer Biomarkers, Department of Translational Research, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Vincenzo Canzonieri
- Division of Pathology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | - Andrea Anichini
- Human Tumors Immunobiology Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Michele Del Vecchio
- Melanoma Unit, Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Roberta Mortarini
- Human Tumors Immunobiology Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Massimo Milione
- Pathology Unit 1, Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alessandro Weisz
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Baronissi, Italy
- Genome Research Center for Health - CRGS, Baronissi, Italy
- Molecular Pathology and Medical Genomics Program, AOU 'S. Giovanni di Dio e Ruggi d'Aragona' University of Salerno and Rete Oncologica Campana, Salerno, Italy
| | - Maria Antonietta Pizzichetta
- Division of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
- Department of Dermatology, University of Trieste, Trieste, Italy
| | - Fiona Simpson
- Frazer Institute, The University of Queensland, Brisbane, QLD, Australia
| | - Riccardo Dolcetti
- Translational and Clinical Immunotherapy, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, VIC, Australia
- Department of Microbiology and Immunology, The University of Melbourne, Melbourne, VIC, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Elisabetta Fratta
- Immunopathology and Cancer Biomarkers, Department of Translational Research, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Luca Sigalotti
- Oncogenetics and Functional Oncogenomics Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
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Al Hmada Y, Brodell RT, Kharouf N, Flanagan TW, Alamodi AA, Hassan SY, Shalaby H, Hassan SL, Haikel Y, Megahed M, Santourlidis S, Hassan M. Mechanisms of Melanoma Progression and Treatment Resistance: Role of Cancer Stem-like Cells. Cancers (Basel) 2024; 16:470. [PMID: 38275910 PMCID: PMC10814963 DOI: 10.3390/cancers16020470] [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: 12/05/2023] [Revised: 01/18/2024] [Accepted: 01/19/2024] [Indexed: 01/27/2024] Open
Abstract
Melanoma is the third most common type of skin cancer, characterized by its heterogeneity and propensity to metastasize to distant organs. Melanoma is a heterogeneous tumor, composed of genetically divergent subpopulations, including a small fraction of melanoma-initiating cancer stem-like cells (CSCs) and many non-cancer stem cells (non-CSCs). CSCs are characterized by their unique surface proteins associated with aberrant signaling pathways with a causal or consequential relationship with tumor progression, drug resistance, and recurrence. Melanomas also harbor significant alterations in functional genes (BRAF, CDKN2A, NRAS, TP53, and NF1). Of these, the most common are the BRAF and NRAS oncogenes, with 50% of melanomas demonstrating the BRAF mutation (BRAFV600E). While the successful targeting of BRAFV600E does improve overall survival, the long-term efficacy of available therapeutic options is limited due to adverse side effects and reduced clinical efficacy. Additionally, drug resistance develops rapidly via mechanisms involving fast feedback re-activation of MAPK signaling pathways. This article updates information relevant to the mechanisms of melanoma progression and resistance and particularly the mechanistic role of CSCs in melanoma progression, drug resistance, and recurrence.
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Affiliation(s)
- Youssef Al Hmada
- Department of Pathology, University of Mississippi Medical Center, 2500 North State Street, Jackson, MS 39216, USA; (Y.A.H.); (R.T.B.)
| | - Robert T. Brodell
- Department of Pathology, University of Mississippi Medical Center, 2500 North State Street, Jackson, MS 39216, USA; (Y.A.H.); (R.T.B.)
| | - Naji Kharouf
- Institut National de la Santé et de la Recherche Médicale, University of Strasbourg, 67000 Strasbourg, France; (N.K.); (Y.H.)
- Department of Operative Dentistry and Endodontics, Dental Faculty, University of Strasbourg, 67000 Strasbourg, France
| | - Thomas W. Flanagan
- Department of Pharmacology and Experimental Therapeutics, LSU Health Sciences Center, New Orleans, LA 70112, USA;
| | - Abdulhadi A. Alamodi
- College of Health Sciences, Jackson State University, 310 W Woodrow Wilson Ave Ste 300, Jackson, MS 39213, USA;
| | - Sofie-Yasmin Hassan
- Department of Pharmacy, Faculty of Science, Heinrich-Heine University Duesseldorf, 40225 Dusseldorf, Germany;
| | - Hosam Shalaby
- Department of Urology, Tulane University School of Medicine, New Orleans, LA 70112, USA;
| | - Sarah-Lilly Hassan
- Department of Chemistry, Faculty of Science, Heinrich-Heine University Duesseldorf, 40225 Dusseldorf, Germany;
| | - Youssef Haikel
- Institut National de la Santé et de la Recherche Médicale, University of Strasbourg, 67000 Strasbourg, France; (N.K.); (Y.H.)
- Department of Operative Dentistry and Endodontics, Dental Faculty, University of Strasbourg, 67000 Strasbourg, France
- Pôle de Médecine et Chirurgie Bucco-Dentaire, Hôpital Civil, Hôpitaux Universitaire de Strasbourg, 67000 Strasbourg, France
| | - Mosaad Megahed
- Clinic of Dermatology, University Hospital of Aachen, 52074 Aachen, Germany;
| | - Simeon Santourlidis
- Epigenetics Core Laboratory, Medical Faculty, Institute of Transplantation Diagnostics and Cell Therapeutics, Heinrich Heine University Düsseldorf, 40225 Dusseldorf, Germany;
| | - Mohamed Hassan
- Institut National de la Santé et de la Recherche Médicale, University of Strasbourg, 67000 Strasbourg, France; (N.K.); (Y.H.)
- Department of Operative Dentistry and Endodontics, Dental Faculty, University of Strasbourg, 67000 Strasbourg, France
- Research Laboratory of Surgery-Oncology, Department of Surgery, Tulane University School of Medicine, New Orleans, LA 70112, USA
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Cao Y, Wu C, Ma L. Lysine demethylase 5B (KDM5B): A key regulator of cancer drug resistance. J Biochem Mol Toxicol 2024; 38:e23587. [PMID: 38014925 DOI: 10.1002/jbt.23587] [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: 07/25/2023] [Revised: 10/17/2023] [Accepted: 11/10/2023] [Indexed: 11/29/2023]
Abstract
Chemoresistance, a roadblock in the chemotherapy process, has been impeding its effective treatment. KDM5B, a member of the histone demethylase family, has been crucial in the emergence and growth of malignancies. More significantly, KDM5B has recently been linked closely to cancer's resistance to chemotherapy. In this review, we explain the biological properties of KDM5B, its function in the emergence and evolution of cancer treatment resistance, and our hopes for future drug resistance-busting combinations involving KDM5B and related targets or medications.
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Affiliation(s)
- Yaquan Cao
- College of Basic Medicine and Forensic Medicine, Henan University of Science and Technology, Luoyang, China
| | - Chunli Wu
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, China
| | - Liying Ma
- State Key Laboratory of Esophageal Cancer Prevention and Treatment, Key Laboratory of Advanced Pharmaceutical Technology, Ministry of Education of China, School of Pharmaceutical Science and Institute of Pharmaceutical Science, Zhengzhou University, Zhengzhou, Henan, China
- Key Laboratory of Cardio-Cerebrovascular Drug, China Meheco Topfond Pharmaceutical Company, Zhumadian, China
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Wang J, Jiang H, Huang F, Li D, Wen X, Ding Q, Ding Y, Zhang X, Li J. Clinical features and response to systemic therapy in NRAS-mutant Chinese melanoma patients. J Cancer Res Clin Oncol 2023; 149:701-708. [PMID: 36454283 DOI: 10.1007/s00432-022-04377-4] [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: 06/13/2022] [Accepted: 09/21/2022] [Indexed: 12/05/2022]
Abstract
PURPOSE The prognosis of patients with NRAS-mutant melanoma is rather poor. Immunotherapy and targeted therapy have revolutionized anti-tumor therapy, especially for melanoma. In this study, we retrospectively summarized the real-world experience of systematic treatment for NRAS-mutant melanoma patients in this new era. PATIENTS AND METHODS The respective cohort included NRAS-mutant melanoma patients with metastatic or unresectable disease of Sun Yat-sen University Cancer Center (SYSUCC) from January 2018 to July 2022. The data about the clinical features and impact for systemic therapy of NRAS-mutant patients were collected and analyzed. RESULTS At data cutoff, 44 patients (19, 11, and 14 for acral, cutaneous, and mucosal ones, respectively) with NRAS-mutant were assessed. In addition, the median time of follow-up was 22.0 months. The immunotherapy-based combined treatment not only significantly improved the progression-free survival (PFS) (P = 0.006, HR 0.322), but was also accompanied by a higher objective response rate (ORR) (18.2%), disease control rate (DCR) (72.7%) than those of cytotoxic therapy or immunotherapy alone for advanced patients as first-line treatment. Nab-paclitaxel combined with anti-PD-1 inhibitor tended to produce better clinical benefit for the first-line treatment, especially for patients with acral melanoma. In addition, the tyrosine kinase inhibitor (TKI) combined with anti-PD-1 inhibitor also seemed to provide longer duration of response (DOR) for some patients. But combined therapy did not prolong the overall survival (OS) of NRAS-mutant patients. The combined therapy was well tolerated. Most adverse events were moderate and controllable. CONCLUSION In conclusion, PD-1 inhibitor-based combined therapy increased clinical benefit for advanced patients with NRAS-mutant melanoma.
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Affiliation(s)
- Jiuhong Wang
- Biotherapy Center, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
- Department of Radiotherapy, Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
| | - Hang Jiang
- Biotherapy Center, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
- State Key Laboratory of Oncology in South China, Guangzhou, 510060, China
- Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
| | - Fuxue Huang
- Biotherapy Center, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
- Department of Radiation Oncology and Therapy, Jilin Provincial Key Laboratory of Radiation Oncology and Therapy, The First Hospital of Jilin University, Changchun, China
| | - Dandan Li
- Biotherapy Center, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
- State Key Laboratory of Oncology in South China, Guangzhou, 510060, China
- Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
| | - Xizhi Wen
- Biotherapy Center, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
- State Key Laboratory of Oncology in South China, Guangzhou, 510060, China
- Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
| | - Qiuyue Ding
- Biotherapy Center, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
- State Key Laboratory of Oncology in South China, Guangzhou, 510060, China
- Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
| | - Ya Ding
- Biotherapy Center, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
- State Key Laboratory of Oncology in South China, Guangzhou, 510060, China
- Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
| | - Xiaoshi Zhang
- Biotherapy Center, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
- State Key Laboratory of Oncology in South China, Guangzhou, 510060, China
- Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China
| | - Jingjing Li
- Biotherapy Center, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China.
- State Key Laboratory of Oncology in South China, Guangzhou, 510060, China.
- Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China.
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Wagner SA. Clinical associations and genetic interactions of oncogenic BRAF alleles. PeerJ 2022; 10:e14126. [PMID: 36275468 PMCID: PMC9586110 DOI: 10.7717/peerj.14126] [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: 06/08/2022] [Accepted: 09/06/2022] [Indexed: 01/21/2023] Open
Abstract
BRAF is a serine/threonine-specific protein kinase that regulates the MAPK/ERK signaling pathway, and mutations in the BRAF gene are considered oncogenic drivers in diverse types of cancer. Based on the signaling mechanism, oncogenic BRAF mutations can be assigned to three different classes: class 1 mutations constitutively activate the kinase domain and lead to RAS-independent signaling, class 2 mutations induce artificial dimerization of BRAF and RAS-independent signaling and class 3 mutations display reduced or abolished kinase function and require upstream signals. Despite the importance of BRAF mutations in cancer, the clinical associations, genetic interactions and therapeutic implications of non-V600 BRAF mutations have not been explored comprehensively yet. In this study, the author analyzed publically available data from the AACR Project GENIE to further understand clinical associations and genetic interactions of oncogenic BRAF mutations. The analyses identified 93 recurrent BRAF mutations, out of which 50 could be assigned to a functional class based on literature review. The author could show that the frequency of BRAF mutations varies across cancer types and subtypes, and that the BRAF mutation classes are unequally distributed across cancer types and subtypes. Using permutation testing-based co-occurrence analyses, the author defined the genetic interactions of BRAF mutations in multiple cancer types and revealed unexplored genetic interactions that might define clinically relevant subgroups. With non-small cell lung cancer as example, the author further showed that the genetic interactions are BRAF mutation class-specific. The presented analyses explore the properties of oncogenic BRAF mutations and will help to further delineate the complex role of BRAF in cancer.
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Affiliation(s)
- Sebastian A. Wagner
- Department of Medicine, Hematology/Oncology, Goethe University, Frankfurt, Germany,Frankfurt Cancer Institute (FCI), Frankfurt, Germany,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
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Ng MF, Simmons JL, Boyle GM. Heterogeneity in Melanoma. Cancers (Basel) 2022; 14:cancers14123030. [PMID: 35740696 PMCID: PMC9221188 DOI: 10.3390/cancers14123030] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 06/14/2022] [Accepted: 06/17/2022] [Indexed: 02/05/2023] Open
Abstract
There is growing evidence that tumour heterogeneity has an imperative role in cancer development, evolution and resistance to therapy. Continuing advancements in biomedical research enable tumour heterogeneity to be observed and studied more critically. As one of the most heterogeneous human cancers, melanoma displays a high level of biological complexity during disease progression. However, much is still unknown regarding melanoma tumour heterogeneity, as well as the role it plays in disease progression and treatment response. This review aims to provide a concise summary of the importance of tumour heterogeneity in melanoma.
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Affiliation(s)
- Mei Fong Ng
- Cancer Drug Mechanisms Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (M.F.N.); (J.L.S.)
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, QLD 4000, Australia
| | - Jacinta L. Simmons
- Cancer Drug Mechanisms Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (M.F.N.); (J.L.S.)
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, QLD 4000, Australia
- School of Biomedical Sciences, Faculty of Medicine, University of Queensland, Brisbane, QLD 4072, Australia
| | - Glen M. Boyle
- Cancer Drug Mechanisms Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (M.F.N.); (J.L.S.)
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, QLD 4000, Australia
- School of Biomedical Sciences, Faculty of Medicine, University of Queensland, Brisbane, QLD 4072, Australia
- Correspondence:
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Jandova J, Park SL, Corenblum MJ, Madhavan L, Snell JA, Rounds L, Wondrak GT. Mefloquine induces ER stress and apoptosis in BRAFi-resistant A375-BRAF V600E /NRAS Q61K malignant melanoma cells targeting intracranial tumors in a bioluminescent murine model. Mol Carcinog 2022; 61:603-614. [PMID: 35417045 PMCID: PMC9133119 DOI: 10.1002/mc.23407] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 03/15/2022] [Accepted: 03/27/2022] [Indexed: 02/03/2023]
Abstract
Molecularly targeted therapeutics have revolutionized the treatment of BRAFV600E -driven malignant melanoma, but the rapid development of resistance to BRAF kinase inhibitors (BRAFi) presents a significant obstacle. The use of clinical antimalarials for the investigational treatment of malignant melanoma has shown only moderate promise, attributed mostly to inhibition of lysosomal-autophagic adaptations of cancer cells, but identification of specific antimalarials displaying single-agent antimelanoma activity has remained elusive. Here, we have screened a focused library of clinically used artemisinin-combination therapeutic (ACT) antimalarials for the apoptotic elimination of cultured malignant melanoma cell lines, also examining feasibility of overcoming BRAFi-resistance comparing isogenic melanoma cells that differ only by NRAS mutational status (BRAFi-sensitive A375-BRAFV600E /NRASQ61 vs. BRAFi-resistant A375-BRAFV600E /NRASQ61K ). Among ACT antimalarials tested, mefloquine (MQ) was the only apoptogenic agent causing melanoma cell death at low micromolar concentrations. Comparative gene expression-array analysis (A375-BRAFV600E /NRASQ61 vs. A375-BRAFV600E /NRASQ61K ) revealed that MQ is a dual inducer of endoplasmic reticulum (ER) and redox stress responses that precede MQ-induced loss of viability. ER-trackerTM DPX fluorescence imaging and electron microscopy indicated ER swelling, accompanied by rapid induction of ER stress signaling (phospho-eIF2α, XBP-1s, ATF4). Fluo-4 AM-fluorescence indicated the occurrence of cytosolic calcium overload observable within seconds of MQ exposure. In a bioluminescent murine model employing intracranial injection of A375-Luc2 (BRAFV600E /NRASQ61K ) cells, an oral MQ regimen efficiently antagonized brain tumor growth. Taken together, these data suggest that the clinical antimalarial MQ may be a valid candidate for drug repurposing aiming at chemotherapeutic elimination of malignant melanoma cells, even if metastasized to the brain and BRAFi-resistant.
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Affiliation(s)
- Jana Jandova
- Department of Pharmacology and Toxicology, RK Coit College of Pharmacy & UA Cancer Center, University of Arizona, Tucson, Arizona, USA
| | - Sophia L. Park
- Department of Pharmacology and Toxicology, RK Coit College of Pharmacy & UA Cancer Center, University of Arizona, Tucson, Arizona, USA
| | - Mandi J. Corenblum
- Department of Neurology, Evelyn F McKnight Brain Institute and BIO5 Institute, University of Arizona, Tucson, Arizona, USA
| | - Lalitha Madhavan
- Department of Neurology, Evelyn F McKnight Brain Institute and BIO5 Institute, University of Arizona, Tucson, Arizona, USA
| | - Jeremy A. Snell
- Department of Pharmacology and Toxicology, RK Coit College of Pharmacy & UA Cancer Center, University of Arizona, Tucson, Arizona, USA
| | - Liliana Rounds
- Department of Pharmacology and Toxicology, RK Coit College of Pharmacy & UA Cancer Center, University of Arizona, Tucson, Arizona, USA
| | - Georg T. Wondrak
- Department of Pharmacology and Toxicology, RK Coit College of Pharmacy & UA Cancer Center, University of Arizona, Tucson, Arizona, USA
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Park J, Kim D, Lee JO, Park HC, Ryu BY, Kim JH, Lee SH, Chung YJ. Dissection of molecular and histological subtypes of papillary thyroid cancer using alternative splicing profiles. Exp Mol Med 2022; 54:263-272. [PMID: 35277656 PMCID: PMC8980103 DOI: 10.1038/s12276-022-00740-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 12/10/2021] [Accepted: 12/27/2021] [Indexed: 12/01/2022] Open
Abstract
Despite growing evidence of the relevance of alternative splicing (AS) to cancer development and progression, the biological implications of AS for tumor behaviors, including papillary thyroid cancer (PTC), remain elusive. With the aim of further understanding the molecular and histological subtypes of PTC, we in this study explored whether AS events might act as new molecular determinants. For this purpose, AS profiles were analyzed in RNA-sequencing data from The Cancer Genome Atlas (TCGA) and from a Korean patient dataset. A total of 23 distinct exon-skipping (ES) events that correlated significantly with PTC oncogenic activity and differentiation scores were identified. The two top-ranked ES events, NUMA1_17515 in exon 18 of NUMA1 and TUBB3_38175 in exon 6 of TUBB3, showed high correlations with oncogenic activities and discriminated histological and molecular subtypes of PTC. Furthermore, two novel intron-retention (IR) events for TUBB3 were uncovered. All ES and IR events for the TUBB3 gene were predicted to induce nonsense-mediated mRNA decay. The relative abundances of intron reads in the PTC dataset from TCGA showed IR levels to differ significantly among PTC subtypes, possibly reflecting their different tumor behaviors. This study provides a landscape of AS changes among PTC subtypes and identified two significant AS events, NUMA1_17515 and TUBB3_38175, as potential AS biomarkers for PTC subclassification and characterization. The AS events identified in this study may be involved in the development of phenotypic differences underlying the functional characteristics and histological differentiation of PTCs. Two potential biomarkers uncovered by scientists in South Korea may help more accurately classify subtypes of papillary thyroid cancer, the most common form of thyroid cancer, and improve treatment regimens. Ascertaining the correct papillary thyroid cancer (PTC) subtype is important for patient prognoses and treatment plans. Growing evidence suggests that cancer progression may be influenced by ‘alternative splicing’ events, alterations to mRNA that change the structure of mRNA transcripts and affect the function of encoded proteins. Yeun-Jun Chung and Sug Hyung Lee at the Catholic University of Korea, Seoul, and co-workers explored alternative splicing events in PTC patient samples. They identified 25 distinct events associated with oncogenic activity and differentiation between PTC subtypes. Of these, two events associated with two separate genes are particularly significant and could prove useful as biomarkers for disease classification and characterisation.
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Affiliation(s)
- Jiyeon Park
- Precision Medicine Research Center, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.,Integrated Research Center for Genome Polymorphism, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.,Department of Biomedicine & Health Sciences, Graduate School, The Catholic University of Korea, Seoul, Republic of Korea
| | - Dongmoung Kim
- Precision Medicine Research Center, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.,Department of Biomedicine & Health Sciences, Graduate School, The Catholic University of Korea, Seoul, Republic of Korea
| | - Jin-Ok Lee
- Department of Biomedicine & Health Sciences, Graduate School, The Catholic University of Korea, Seoul, Republic of Korea
| | - Hyeon-Chun Park
- Department of Microbiology, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Brian Y Ryu
- Seoul National University Biomedical Informatics, Division of Biomedical Informatics, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Ju Han Kim
- Seoul National University Biomedical Informatics, Division of Biomedical Informatics, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Sug Hyung Lee
- Department of Pathology, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
| | - Yeun-Jun Chung
- Precision Medicine Research Center, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea. .,Integrated Research Center for Genome Polymorphism, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea. .,Department of Microbiology, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
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9
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Yao K, Zhou E, Cheng C. A B-Raf V600E gene signature for melanoma predicts prognosis and reveals sensitivity to targeted therapies. Cancer Med 2022; 11:1232-1243. [PMID: 35044091 PMCID: PMC8855909 DOI: 10.1002/cam4.4491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 11/15/2021] [Accepted: 11/18/2021] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND B-Raf V600E mutations account for about half of all skin cutaneous melanoma cases, and patients with this mutation are sensitive to BRAF inhibitors. However, aberrations in other genes in the MAPK/ERK pathway may cascade a similar effect as B-Raf V600E mutations, rendering those patients sensitive to BRAF inhibitors. We rationalized that defining a signature based on B-Raf pathway activity may be more informative for prognosis and drug sensitivity prediction than a binary indicator such as mutation status. METHODS In this study, we defined a B-Raf signature score using RNA-seq data from TCGA. A higher score is shown to not only predict B-Raf mutation status, but also predict other aberrations that could similarly activate the MAPK/ERK pathway, such as B-Raf amplification, RAS mutation, and EGFR amplification. RESULTS We showed that patients dichotomized by the median B-Raf score is more significantly stratified than by other metrics of measuring B-Raf aberration, such as mutation status, gene expression, and protein expression. We also demonstrated that high B-Raf score predicts higher sensitivity to B-Raf inhibitors SB590885 and PLX4720, as expected, but also correlated with sensitivity to drugs targeting other relevant oncogenic pathways. CONCLUSION The BRAF signature may better help guide targeted therapy for melanoma, and such a framework can be applied to other cancers and mutations to provide more information than mutation status alone.
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Affiliation(s)
- Kevin Yao
- Department of Electrical and Computer EngineeringTexas A&M UniversityCollege StationTexasUSA
| | - Emily Zhou
- Department of BiosciencesRice UniversityHoustonTexasUSA
| | - Chao Cheng
- Department of MedicineBaylor College of MedicineHoustonTexasUSA
- Dan L Duncan Comprehensive Cancer CenterBaylor College of MedicineHoustonTexasUSA
- Institute for Clinical and Transcriptional ResearchBaylor College of MedicineHoustonTexasUSA
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10
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Inam H, Sokirniy I, Rao Y, Shah A, Naeemikia F, O'Brien E, Dong C, McCandlish DM, Pritchard JR. Genomic and experimental evidence that ALK ATI does not predict single agent sensitivity to ALK inhibitors. iScience 2021; 24:103343. [PMID: 34825133 PMCID: PMC8603052 DOI: 10.1016/j.isci.2021.103343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 06/17/2021] [Accepted: 10/22/2021] [Indexed: 12/01/2022] Open
Abstract
Genomic data can facilitate personalized treatment decisions by enabling therapeutic hypotheses in individual patients. Mutual exclusivity has been an empirically useful signal for identifying activating mutations that respond to single agent targeted therapies. However, a low mutation frequency can underpower this signal for rare variants. We develop a resampling based method for the direct pairwise comparison of conditional selection between sets of gene pairs. We apply this method to a transcript variant of anaplastic lymphoma kinase (ALK) in melanoma, termed ALKATI that was suggested to predict sensitivity to ALK inhibitors and we find that it is not mutually exclusive with key melanoma oncogenes. Furthermore, we find that ALKATI is not likely to be sufficient for cellular transformation or growth, and it does not predict single agent therapeutic dependency. Our work strongly disfavors the role of ALKATI as a targetable oncogenic driver that might be sensitive to single agent ALK treatment.
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Affiliation(s)
- Haider Inam
- Department of Biomedical Engineering, 211 Wartik Lab, The Pennsylvania State University, University Park, PA 16802, USA
| | - Ivan Sokirniy
- The Huck Institute for the Life Sciences, The Pennsylvania State University, University Park, PA 16802, USA
| | - Yiyun Rao
- The Huck Institute for the Life Sciences, The Pennsylvania State University, University Park, PA 16802, USA
| | - Anushka Shah
- Department of Biology, The Pennsylvania State University, University Park, PA 16802, USA
| | - Farnaz Naeemikia
- Department of Biomedical Engineering, 211 Wartik Lab, The Pennsylvania State University, University Park, PA 16802, USA
| | - Edward O'Brien
- Department of Chemistry, The Pennsylvania State University, University Park, PA 16802, USA
| | - Cheng Dong
- Department of Biomedical Engineering, 211 Wartik Lab, The Pennsylvania State University, University Park, PA 16802, USA
| | - David M. McCandlish
- Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Justin R. Pritchard
- Department of Biomedical Engineering, 211 Wartik Lab, The Pennsylvania State University, University Park, PA 16802, USA
- The Huck Institute for the Life Sciences, The Pennsylvania State University, University Park, PA 16802, USA
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11
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Jandova J, Wondrak GT. Vemurafenib Drives Epithelial-to-Mesenchymal Transition Gene Expression in BRAF Inhibitor‒Resistant BRAF V600E/NRAS Q61K Melanoma Enhancing Tumor Growth and Metastasis in a Bioluminescent Murine Model. J Invest Dermatol 2021; 142:1456-1465.e1. [PMID: 34687745 PMCID: PMC9021323 DOI: 10.1016/j.jid.2021.10.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 10/03/2021] [Accepted: 10/10/2021] [Indexed: 12/22/2022]
Abstract
BRAF inhibitor (BRAFi) resistance compromises long-term survivorship of patients with malignant melanoma, and mutant NRAS is a major mediator of BRAFi resistance. In this study, employing phenotypic and transcriptomic analysis of isogenic melanoma cells that differ only by NRAS mutational status (BRAFi-sensitive A375-BRAFV600E/NRASQ61 vs. BRAFi-resistant A375-BRAFV600E/NRASQ61K), we show that BRAFi (vemurafenib) treatment selectively targets BRAFV600E/NRASQ61K cells upregulating epithelial-to-mesenchymal transition (EMT) gene expression, paradoxically promoting invasiveness and metastasis in vitro and in vivo. First, NanoString nCounter transcriptomic analysis identified the upregulation of specific gene expression networks (EMT and EMT to metastasis) as a function of NRASQ61K status. Strikingly, BRAFi treatment further exacerbated the upregulation of genes promoting EMT in BRAFV600E/NRASQ61K cells (with opposing downregulation of EMT-driver genes in the BRAFV600E/NRASQ61 genotype) as detected by EMT-focused RT2 Profiler qPCR array analysis. In BRAFV600E/NRASQ61K cells, BRAFi treatment enhanced proliferation and invasiveness, together with activation of phosphorylated protein kinase B (Ser473), with opposing phenotypic effects observable in BRAFV600E/NRASQ61 cells displaying downregulation of phosphorylated protein kinase B and phosphorylated extracellular signal-regulated kinase 1/2. In a SCID mouse bioluminescent melanoma metastasis model, BRAFi treatment enhanced lung tumor burden imposed by BRAFV600E/NRASQ61K cells while blocking BRAFV600E/NRASQ61 metastasis. These preclinical data document the BRAFi-driven enhancement of tumorigenesis and metastasis in BRAFi-resistant human BRAFV600E/NRASQ61K melanoma, a finding with potential clinical implications for patients with NRAS-driven BRAFi-resistant tumors receiving BRAFi treatment.
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Affiliation(s)
- Jana Jandova
- Department of Pharmacology & Toxicology, College of Pharmacy, The University of Arizona, Tucson, Arizona, USA; UA Cancer Center, The University of Arizona, Tucson, Arizona, USA
| | - Georg T Wondrak
- Department of Pharmacology & Toxicology, College of Pharmacy, The University of Arizona, Tucson, Arizona, USA; UA Cancer Center, The University of Arizona, Tucson, Arizona, USA.
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12
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Jung T, Haist M, Kuske M, Grabbe S, Bros M. Immunomodulatory Properties of BRAF and MEK Inhibitors Used for Melanoma Therapy-Paradoxical ERK Activation and Beyond. Int J Mol Sci 2021; 22:ijms22189890. [PMID: 34576054 PMCID: PMC8469254 DOI: 10.3390/ijms22189890] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 09/08/2021] [Accepted: 09/10/2021] [Indexed: 12/21/2022] Open
Abstract
The advent of mitogen-activated protein kinase (MAPK) inhibitors that directly inhibit tumor growth and of immune checkpoint inhibitors (ICI) that boost effector T cell responses have strongly improved the treatment of metastatic melanoma. In about half of all melanoma patients, tumor growth is driven by gain-of-function mutations of BRAF (v-rat fibrosarcoma (Raf) murine sarcoma viral oncogene homolog B), which results in constitutive ERK activation. Patients with a BRAF mutation are regularly treated with a combination of BRAF and MEK (MAPK/ERK kinase) inhibitors. Next to the antiproliferative effects of BRAF/MEKi, accumulating preclinical evidence suggests that BRAF/MEKi exert immunomodulatory functions such as paradoxical ERK activation as well as additional effects in non-tumor cells. In this review, we present the current knowledge on the immunomodulatory functions of BRAF/MEKi as well as the non-intended effects of ICI and discuss the potential synergistic effects of ICI and MAPK inhibitors in melanoma treatment.
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13
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Eddy K, Chen S. Glutamatergic Signaling a Therapeutic Vulnerability in Melanoma. Cancers (Basel) 2021; 13:3874. [PMID: 34359771 PMCID: PMC8345431 DOI: 10.3390/cancers13153874] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 07/15/2021] [Accepted: 07/29/2021] [Indexed: 01/03/2023] Open
Abstract
Like other cancers, melanomas are associated with the hyperactivation of two major cell signaling cascades, the MAPK and PI3K/AKT pathways. Both pathways are activated by numerous genes implicated in the development and progression of melanomas such as mutated BRAF, RAS, and NF1. Our lab was the first to identify yet another driver of melanoma, Metabotropic Glutamate Receptor 1 (protein: mGluR1, mouse gene: Grm1, human gene: GRM1), upstream of the MAPK and PI3K/AKT pathways. Binding of glutamate, the natural ligand of mGluR1, activates MAPK and PI3K/AKT pathways and sets in motion the deregulated cellular responses in cell growth, cell survival, and cell metastasis. In this review, we will assess the proposed modes of action that mediate the oncogenic properties of mGluR1 in melanoma and possible application of anti-glutamatergic signaling modulator(s) as therapeutic strategy for the treatment of melanomas.
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Affiliation(s)
- Kevinn Eddy
- Graduate Program in Cellular and Molecular Pharmacology, School of Graduate Studies, Rutgers University, Piscataway, NJ 08854, USA;
- Susan Lehman Cullman Laboratory for Cancer Research, Rutgers University, Piscataway, NJ 08854, USA
| | - Suzie Chen
- Graduate Program in Cellular and Molecular Pharmacology, School of Graduate Studies, Rutgers University, Piscataway, NJ 08854, USA;
- Susan Lehman Cullman Laboratory for Cancer Research, Rutgers University, Piscataway, NJ 08854, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08901, USA
- Environmental & Occupational Health Sciences Institute, Rutgers University, Piscataway, NJ 08854, USA
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14
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Nicol PB, Coombes KR, Deaver C, Chkrebtii O, Paul S, Toland AE, Asiaee A. Oncogenetic network estimation with disjunctive Bayesian networks. COMPUTATIONAL AND SYSTEMS ONCOLOGY 2021. [DOI: 10.1002/cso2.1027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Affiliation(s)
| | - Kevin R. Coombes
- Department of Biomedical Informatics Ohio State University Columbus Ohio
| | - Courtney Deaver
- Natural Sciences Division Pepperdine University Malibu California
| | | | - Subhadeep Paul
- Department of Statistics Ohio State University Columbus Ohio
| | - Amanda E. Toland
- Department of Cancer Biology and Genetics and Department of Internal Medicine Division of Human Genetics, Comprehensive Cancer Center Ohio State University Columbus Ohio
| | - Amir Asiaee
- Mathematical Biosciences Institute Ohio State University Columbus Ohio
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15
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BRAF Inhibitors Induce Feedback Activation of RAS Pathway in Thyroid Cancer Cells. Int J Mol Sci 2021; 22:ijms22115744. [PMID: 34072194 PMCID: PMC8198461 DOI: 10.3390/ijms22115744] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 05/21/2021] [Accepted: 05/24/2021] [Indexed: 12/15/2022] Open
Abstract
BRAFV600E is the most frequent oncogenic mutation identified in papillary thyroid cancer (PTC). In PTC patients who do not respond to standard treatment, BRAF inhibitors are currently tested as alternative strategies. However, as observed for other targeted therapies, patients eventually develop drug resistance. The mechanisms of BRAF inhibitors response are still poorly understood in a thyroid cancer (TC) context. In this study, we investigated in BRAFV600E mutated TC cell lines the effects of Vemurafenib and Dabrafenib, two BRAF inhibitors currently used in a clinical setting. We assessed cell proliferation, and the expression and activity of the thyroid function related transporter NIS following the treatment with BRAF inhibitors. In addition, we investigated the global gene expression by microarray, the relevant modulated biological processes by gene set enrichment analysis (GSEA), and TC specific gene signatures related to MAPK pathway activation, thyroid differentiation, and transcriptional profile associated with BRAFV600E or RAS mutation. We found that both inhibitors induce antiproliferative and redifferentiative effects on TC cells, as well as a rewiring of the MAPK pathway related to RAS signaling. Our results suggest a possible mechanism of drug response to the BRAF inhibitors Vemurafenib or Dabrafenib, supporting very recent findings in TC patients treated with targeted therapies.
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16
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Lelliott EJ, McArthur GA, Oliaro J, Sheppard KE. Immunomodulatory Effects of BRAF, MEK, and CDK4/6 Inhibitors: Implications for Combining Targeted Therapy and Immune Checkpoint Blockade for the Treatment of Melanoma. Front Immunol 2021; 12:661737. [PMID: 34025662 PMCID: PMC8137893 DOI: 10.3389/fimmu.2021.661737] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 04/12/2021] [Indexed: 12/12/2022] Open
Abstract
The recent advent of targeted and immune-based therapies has revolutionized the treatment of melanoma and transformed outcomes for patients with metastatic disease. The majority of patients develop resistance to the current standard-of-care targeted therapy, dual BRAF and MEK inhibition, prompting evaluation of a new combination incorporating a CDK4/6 inhibitor. Based on promising preclinical data, combined BRAF, MEK and CDK4/6 inhibition has recently entered clinical trials for the treatment of BRAFV600 melanoma. Interestingly, while BRAF- and MEK-targeted therapy was initially developed on the basis of potent tumor-intrinsic effects, it was later discovered to have significant immune-potentiating activity. Recent studies have also identified immune-related impacts of CDK4/6 inhibition, though these are less well defined and can be both immune-potentiating and immune-inhibitory. BRAFV600 melanoma patients are also eligible to receive immunotherapy, specifically checkpoint inhibitors against PD-1 and CTLA-4. The immunomodulatory activity of BRAF/MEK-targeted therapies has prompted interest in combination therapies incorporating these with immune checkpoint inhibitors, however recent clinical trials investigating this approach have produced variable results. Here, we summarize the immunomodulatory effects of BRAF, MEK and CDK4/6 inhibitors, shedding light on the prospective utility of this combination alone and in conjunction with immune checkpoint blockade. Understanding the mechanisms that underpin the clinical efficacy of these available therapies is a critical step forward in optimizing novel combination and scheduling approaches to combat melanoma and improve patient outcomes.
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Affiliation(s)
- Emily J Lelliott
- Cancer Research Division, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia
| | - Grant A McArthur
- Cancer Research Division, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia
| | - Jane Oliaro
- Cancer Research Division, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia.,Department of Immunology, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Karen E Sheppard
- Cancer Research Division, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia.,Department of Biochemistry and Pharmacology, University of Melbourne, Parkville, VIC, Australia
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17
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Cook JH, Melloni GEM, Gulhan DC, Park PJ, Haigis KM. The origins and genetic interactions of KRAS mutations are allele- and tissue-specific. Nat Commun 2021; 12:1808. [PMID: 33753749 PMCID: PMC7985210 DOI: 10.1038/s41467-021-22125-z] [Citation(s) in RCA: 64] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 03/01/2021] [Indexed: 02/07/2023] Open
Abstract
Mutational activation of KRAS promotes the initiation and progression of cancers, especially in the colorectum, pancreas, lung, and blood plasma, with varying prevalence of specific activating missense mutations. Although epidemiological studies connect specific alleles to clinical outcomes, the mechanisms underlying the distinct clinical characteristics of mutant KRAS alleles are unclear. Here, we analyze 13,492 samples from these four tumor types to examine allele- and tissue-specific genetic properties associated with oncogenic KRAS mutations. The prevalence of known mutagenic mechanisms partially explains the observed spectrum of KRAS activating mutations. However, there are substantial differences between the observed and predicted frequencies for many alleles, suggesting that biological selection underlies the tissue-specific frequencies of mutant alleles. Consistent with experimental studies that have identified distinct signaling properties associated with each mutant form of KRAS, our genetic analysis reveals that each KRAS allele is associated with a distinct tissue-specific comutation network. Moreover, we identify tissue-specific genetic dependencies associated with specific mutant KRAS alleles. Overall, this analysis demonstrates that the genetic interactions of oncogenic KRAS mutations are allele- and tissue-specific, underscoring the complexity that drives their clinical consequences.
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Affiliation(s)
- Joshua H Cook
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medicine, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Giorgio E M Melloni
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Doga C Gulhan
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Peter J Park
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
| | - Kevin M Haigis
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Department of Medicine, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, USA.
- Broad Institute, Cambridge, MA, USA.
- Harvard Digestive Disease Center, Harvard Medical School, Boston, MA, USA.
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18
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Eddy K, Shah R, Chen S. Decoding Melanoma Development and Progression: Identification of Therapeutic Vulnerabilities. Front Oncol 2021; 10:626129. [PMID: 33614507 PMCID: PMC7891057 DOI: 10.3389/fonc.2020.626129] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 12/21/2020] [Indexed: 12/19/2022] Open
Abstract
Melanoma, a cancer of the skin, arises from transformed melanocytes. Melanoma has the highest mutational burden of any cancer partially attributed to UV induced DNA damage. Localized melanoma is “curable” by surgical resection and is followed by radiation therapy to eliminate any remaining cancer cells. Targeted therapies against components of the MAPK signaling cascade and immunotherapies which block immune checkpoints have shown remarkable clinical responses, however with the onset of resistance in most patients, and, disease relapse, these patients eventually become refractory to treatments. Although great advances have been made in our understanding of the metastatic process in cancers including melanoma, therapy failure suggests that much remains to be learned and understood about the multi-step process of tumor metastasis. In this review we provide an overview of melanocytic transformation into malignant melanoma and key molecular events that occur during this evolution. A better understanding of the complex processes entailing cancer cell dissemination will improve the mechanistic driven design of therapies that target specific steps involved in cancer metastasis to improve clinical response rates and overall survival in all cancer patients.
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Affiliation(s)
- Kevinn Eddy
- Graduate Program in Cellular and Molecular Pharmacology, School of Graduate Studies, Rutgers University, Piscataway, NJ, United States.,Susan Lehman Cullman Laboratory for Cancer Research, Rutgers University, Piscataway, NJ, United States
| | - Raj Shah
- Susan Lehman Cullman Laboratory for Cancer Research, Rutgers University, Piscataway, NJ, United States.,Joint Graduate Program in Toxicology, Rutgers University, Piscataway, NJ, United States
| | - Suzie Chen
- Graduate Program in Cellular and Molecular Pharmacology, School of Graduate Studies, Rutgers University, Piscataway, NJ, United States.,Susan Lehman Cullman Laboratory for Cancer Research, Rutgers University, Piscataway, NJ, United States.,Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States.,Environmental & Occupational Health Sciences Institute, Rutgers University, Piscataway, NJ, United States
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19
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Zhao J, Galvez C, Beckermann KE, Johnson DB, Sosman JA. Novel insights into the pathogenesis and treatment of NRAS mutant melanoma. EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT 2021; 6:281-294. [PMID: 34485698 PMCID: PMC8415440 DOI: 10.1080/23808993.2021.1938545] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
INTRODUCTION NRAS was the first mutated oncogene identified in melanoma and is currently the second most common driver mutation in this malignancy. For patients with NRASmutant advanced stage melanoma refractory to immunotherapy or with contraindications to immune-based regimens, there are few therapeutic options including low-efficacy chemotherapy regimens and binimetinib monotherapy. Here, we review recent advances in preclinical studies of molecular targets for NRAS mutant melanoma as well as the failures and successes of early-phase clinical trials. While there are no targeted therapies for NRAS-driven melanoma, there is great promise in approaches combining MEK inhibition with inhibitors of the focal adhesion kinase (FAK), inhibitors of autophagy pathways, and pan-RAF inhibitors. AREAS COVERED This review surveys new developments in all aspects of disease pathogenesis and potential treatment - including those that have failed, stalled, or progressed through various phases of preclinical and clinical development. EXPERT OPINION There are no currently approved targeted therapies for BRAF wild-type melanoma patients harboring NRAS driver mutations though an array of agents are in early phase clinical trials. The diverse strategies taken exploit combined MAP kinase signaling blockade with inhibition of cell cycle mediators, inhibition of the autophagy pathway, and alteration of kinases involved in actin cytoskeleton signaling. Future advances of developmental therapeutics into late stage trials may yield new options beyond immunotherapy for patients with advanced stage disease and NRAS mutation status.
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Affiliation(s)
- Jeffrey Zhao
- Northwestern University Feinberg School of Medicine
| | - Carlos Galvez
- Northwestern Medicine, Division of Hematology and Oncology.,Robert H. Lurie Comprehensive Cancer Center
| | - Kathryn Eby Beckermann
- Vanderbilt University Medical Center, Department of Medicine, Division of Hematology and Oncology, 1301 Medical Center Drive, Nashville, 37232, USA
| | - Douglas B Johnson
- Vanderbilt University Medical Center, Department of Medicine, Division of Hematology and Oncology, 1301 Medical Center Drive, Nashville, 37232, USA
| | - Jeffrey A Sosman
- Northwestern Medicine, Division of Hematology and Oncology.,Robert H. Lurie Comprehensive Cancer Center
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20
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IER2-induced senescence drives melanoma invasion through osteopontin. Oncogene 2021; 40:6494-6512. [PMID: 34611309 PMCID: PMC8616759 DOI: 10.1038/s41388-021-02027-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 09/01/2021] [Accepted: 09/17/2021] [Indexed: 01/07/2023]
Abstract
Expression of the immediate-early response gene IER2 has been associated with the progression of several types of cancer, but its functional role is poorly understood. We found that increased IER2 expression in human melanoma is associated with shorter overall survival, and subsequently investigated the mechanisms through which IER2 exerts this effect. In experimental melanoma models, sustained expression of IER2 induced senescence in a subset of melanoma cells in a p53/MAPK/AKT-dependent manner. The senescent cells produced a characteristic secretome that included high levels of the extracellular phosphoglycoprotein osteopontin. Nuclear localization of the IER2 protein was critical for both the induction of senescence and osteopontin secretion. Osteopontin secreted by IER2-expressing senescent cells strongly stimulated the migration and invasion of non-senescent melanoma cells. Consistently, we observed coordinate expression of IER2, p53/p21, and osteopontin in primary human melanomas and metastases, highlighting the pathophysiological relevance of IER2-mediated senescence in melanoma progression. Together, our study reveals that sustained IER2 expression drives melanoma invasion and progression through stimulating osteopontin secretion via the stochastic induction of senescence.
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21
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Tripathi R, Liu Z, Jain A, Lyon A, Meeks C, Richards D, Liu J, He D, Wang C, Nespi M, Rymar A, Wang P, Wilson M, Plattner R. Combating acquired resistance to MAPK inhibitors in melanoma by targeting Abl1/2-mediated reactivation of MEK/ERK/MYC signaling. Nat Commun 2020; 11:5463. [PMID: 33122628 PMCID: PMC7596241 DOI: 10.1038/s41467-020-19075-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Accepted: 09/29/2020] [Indexed: 12/20/2022] Open
Abstract
Metastatic melanoma remains an incurable disease for many patients due to the limited success of targeted and immunotherapies. BRAF and MEK inhibitors reduce metastatic burden for patients with melanomas harboring BRAF mutations; however, most eventually relapse due to acquired resistance. Here, we demonstrate that ABL1/2 kinase activities and/or expression are potentiated in cell lines and patient samples following resistance, and ABL1/2 drive BRAF and BRAF/MEK inhibitor resistance by inducing reactivation of MEK/ERK/MYC signaling. Silencing/inhibiting ABL1/2 blocks pathway reactivation, and resensitizes resistant cells to BRAF/MEK inhibitors, whereas expression of constitutively active ABL1/2 is sufficient to promote resistance. Significantly, nilotinib (2nd generation ABL1/2 inhibitor) reverses resistance, in vivo, causing prolonged regression of resistant tumors, and also, prevents BRAFi/MEKi resistance from developing in the first place. These data indicate that repurposing the FDA-approved leukemia drug, nilotinib, may be effective for prolonging survival for patients harboring BRAF-mutant melanomas.
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Affiliation(s)
- Rakshamani Tripathi
- Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, KY, 40536, USA
| | - Zulong Liu
- Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, KY, 40536, USA
| | - Aditi Jain
- Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, KY, 40536, USA.,The Jefferson Pancreas, Biliary and Related Cancer Center, Department of Surgery, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA
| | - Anastasia Lyon
- Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, KY, 40536, USA
| | - Christina Meeks
- Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, KY, 40536, USA
| | - Dana Richards
- Department of Pathology, University of Kentucky College of Medicine, Lexington, KY, 40536, USA
| | - Jinpeng Liu
- Biostatistics and Bioinformatics Shared Resource Facility, Markey Cancer Center, University of Kentucky College of Medicine, Lexington, KY, 40536, USA
| | - Daheng He
- Biostatistics and Bioinformatics Shared Resource Facility, Markey Cancer Center, University of Kentucky College of Medicine, Lexington, KY, 40536, USA
| | - Chi Wang
- Biostatistics and Bioinformatics Shared Resource Facility, Markey Cancer Center, University of Kentucky College of Medicine, Lexington, KY, 40536, USA
| | | | | | - Peng Wang
- Department of Internal Medicine, University of Kentucky, College of Medicine, Lexington, KY, USA
| | - Melissa Wilson
- Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA
| | - Rina Plattner
- Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, KY, 40536, USA.
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22
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De Martino E, Brunetti D, Canzonieri V, Conforti C, Eisendle K, Mazzoleni G, Nobile C, Rao F, Zschocke J, Jukic E, Jaschke W, Weinlich G, Zelger B, Schmuth M, Stanta G, Zanconati F, Zalaudek I, Bonin S. The Association of Residential Altitude on the Molecular Profile and Survival of Melanoma: Results of an Interreg Study. Cancers (Basel) 2020; 12:E2796. [PMID: 33003444 PMCID: PMC7599639 DOI: 10.3390/cancers12102796] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 09/04/2020] [Accepted: 09/22/2020] [Indexed: 12/11/2022] Open
Abstract
Cutaneous melanoma (CM) incidence is rising worldwide and is the primary cause of death from skin disease in the Western world. Personal risk factors linked to environmental ultraviolet radiation (UVR) are well-known etiological factors contributing to its development. Nevertheless, UVR can contribute to the development of CM in different patterns and to varying degrees. The present study aimed at investigating whether altitude of residence can contribute to the development of specific types of CM and/or influence its progression. To this aim, 306 formalin-fixed and paraffin-embedded (FFPE) tissues from primary CM diagnosed in different geographical areas were submitted to B-RAF proto-oncogene serine/threonine kinase (BRAF) and N-RAS proto-oncogene GTPase (NRAS) mutational status detection and mRNA and miRNA profiling by qPCR. Genes were chosen for their functions in specific processes, such as immune response (CD2, PDL1, or CD274) and pigmentation (MITF, TYRP1, and TRPM1). Furthermore, four microRNAs, namely miR-150-5p, miR-155-5p, miR-204-5p, and miR-211-5p, were included in the profiling. Our results highlight differences in the gene expression profile of primary CM with respect to the geographical area and the altitude of residence. Melanoma-specific survival was influenced by the gene expression of mRNA and miRNAs and varied with the altitude of patients' residence. In detail, TYRP1 and miR-204-5p were highly expressed in patients living at higher altitudes, unlike miR-150-5p, miR-155-5p, and miR-211-5p. Since miRNAs are highly regulated by reactive oxygen species, it is possible that different regulatory mechanisms characterize CMs at different altitudes due to the different environment and UVR intensity.
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Affiliation(s)
- Eleonora De Martino
- DSM-Department of Medical Sciences, University of Trieste, 34149 Trieste, Italy; (E.D.M.); (D.B.); (V.C.); (C.C.); (G.S.); (F.Z.); (I.Z.)
| | - Davide Brunetti
- DSM-Department of Medical Sciences, University of Trieste, 34149 Trieste, Italy; (E.D.M.); (D.B.); (V.C.); (C.C.); (G.S.); (F.Z.); (I.Z.)
| | - Vincenzo Canzonieri
- DSM-Department of Medical Sciences, University of Trieste, 34149 Trieste, Italy; (E.D.M.); (D.B.); (V.C.); (C.C.); (G.S.); (F.Z.); (I.Z.)
- Pathology Unit, IRCCS CRO Aviano-National Cancer Institute, 33081 Aviano, Italy;
| | - Claudio Conforti
- DSM-Department of Medical Sciences, University of Trieste, 34149 Trieste, Italy; (E.D.M.); (D.B.); (V.C.); (C.C.); (G.S.); (F.Z.); (I.Z.)
- ASU GI-Azienda sanitaria universitaria Giuliano Isontina, 34128 Trieste, Italy
| | - Klaus Eisendle
- Azienda Sanitaria dell’Alto Adige, 39100 Bolzano, Italy; (K.E.); (G.M.); (C.N.)
| | - Guido Mazzoleni
- Azienda Sanitaria dell’Alto Adige, 39100 Bolzano, Italy; (K.E.); (G.M.); (C.N.)
| | - Carla Nobile
- Azienda Sanitaria dell’Alto Adige, 39100 Bolzano, Italy; (K.E.); (G.M.); (C.N.)
| | - Federica Rao
- Pathology Unit, IRCCS CRO Aviano-National Cancer Institute, 33081 Aviano, Italy;
| | - Johannes Zschocke
- Institute for Human Genetics, Medical University of Innsbruck, 6020 Innsbruck, Austria; (J.Z.); (E.J.)
| | - Emina Jukic
- Institute for Human Genetics, Medical University of Innsbruck, 6020 Innsbruck, Austria; (J.Z.); (E.J.)
| | - Wolfram Jaschke
- Department of Dermatology, Venereology and Allergology, Medical University of Innsbruck, 6020 Innsbruck, Austria; (W.J.); (G.W.); (B.Z.); (M.S.)
| | - Georg Weinlich
- Department of Dermatology, Venereology and Allergology, Medical University of Innsbruck, 6020 Innsbruck, Austria; (W.J.); (G.W.); (B.Z.); (M.S.)
| | - Bernhard Zelger
- Department of Dermatology, Venereology and Allergology, Medical University of Innsbruck, 6020 Innsbruck, Austria; (W.J.); (G.W.); (B.Z.); (M.S.)
| | - Matthias Schmuth
- Department of Dermatology, Venereology and Allergology, Medical University of Innsbruck, 6020 Innsbruck, Austria; (W.J.); (G.W.); (B.Z.); (M.S.)
| | - Giorgio Stanta
- DSM-Department of Medical Sciences, University of Trieste, 34149 Trieste, Italy; (E.D.M.); (D.B.); (V.C.); (C.C.); (G.S.); (F.Z.); (I.Z.)
| | - Fabrizio Zanconati
- DSM-Department of Medical Sciences, University of Trieste, 34149 Trieste, Italy; (E.D.M.); (D.B.); (V.C.); (C.C.); (G.S.); (F.Z.); (I.Z.)
- ASU GI-Azienda sanitaria universitaria Giuliano Isontina, 34128 Trieste, Italy
| | - Iris Zalaudek
- DSM-Department of Medical Sciences, University of Trieste, 34149 Trieste, Italy; (E.D.M.); (D.B.); (V.C.); (C.C.); (G.S.); (F.Z.); (I.Z.)
- ASU GI-Azienda sanitaria universitaria Giuliano Isontina, 34128 Trieste, Italy
| | - Serena Bonin
- DSM-Department of Medical Sciences, University of Trieste, 34149 Trieste, Italy; (E.D.M.); (D.B.); (V.C.); (C.C.); (G.S.); (F.Z.); (I.Z.)
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23
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Cabanillas ME, Dadu R, Iyer P, Wanland KB, Busaidy NL, Ying A, Gule-Monroe M, Wang JR, Zafereo M, Hofmann MC. Acquired Secondary RAS Mutation in BRAF V600E-Mutated Thyroid Cancer Patients Treated with BRAF Inhibitors. Thyroid 2020; 30:1288-1296. [PMID: 32216548 PMCID: PMC7869871 DOI: 10.1089/thy.2019.0514] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Background: The BRAFV600E mutation is the most common driver mutation in papillary thyroid cancer (PTC) and anaplastic thyroid cancer (ATC). This mutation is considered actionable and, for BRAFV600E-mutated ATC, a BRAF inhibitor (dabrafenib) in combination with an MEK inhibitor (trametinib) is FDA approved. BRAF inhibitors have also shown efficacy in BRAFV600E-mutated PTC. However, as with all targeted therapies, resistance to these drugs eventually develops. It is essential that we understand the mechanisms of resistance to the BRAF inhibitors in thyroid cancer to develop future strategies to effectively treat these patients and improve survival. Patients: Herein, we describe four patients with thyroid cancer treated with selective BRAF inhibitors, who developed a RAS mutation in addition to the BRAFV600E mutation at progression. Results: Patients 1 and 3 acquired a KRASG12V mutation in the progressive tumor, patient 2 acquired a NRASQ61K mutation in a progressive lymph node, and patient 4 acquired NRASG13D mutation on liquid biopsy performed at the time of radiographic disease progression. Conclusion: Similar to the melanoma experience, the emergence of RAS mutations appears to act as a mechanism of resistance to BRAF inhibitors in thyroid cancers.
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Affiliation(s)
- Maria E. Cabanillas
- Department of Endocrine Neoplasia and Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- Address correspondence to: Maria E. Cabanillas, MD, Department of Endocrine Neoplasia and Hormonal Disorders, University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA
| | - Ramona Dadu
- Department of Endocrine Neoplasia and Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Pryianka Iyer
- Department of Endocrine Neoplasia and Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Kacey B. Wanland
- Department of Endocrine Neoplasia and Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Naifa L. Busaidy
- Department of Endocrine Neoplasia and Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Anita Ying
- Department of Endocrine Neoplasia and Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Maria Gule-Monroe
- Department of Diagnostic Radiology, and The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jennifer R. Wang
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Mark Zafereo
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Marie-Claude Hofmann
- Department of Endocrine Neoplasia and Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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24
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Chang GA, Wiggins JM, Corless BC, Syeda MM, Tadepalli JS, Blake S, Fleming N, Darvishian F, Pavlick A, Berman R, Shapiro R, Shao Y, Karlin-Neumann G, Spittle C, Osman I, Polsky D. TERT, BRAF, and NRAS Mutational Heterogeneity between Paired Primary and Metastatic Melanoma Tumors. J Invest Dermatol 2020; 140:1609-1618.e7. [PMID: 32087194 PMCID: PMC7387168 DOI: 10.1016/j.jid.2020.01.027] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 12/06/2019] [Accepted: 01/06/2020] [Indexed: 11/26/2022]
Abstract
Mutational heterogeneity can contribute to therapeutic resistance in solid cancers. In melanoma, the frequencies of intertumoral and intratumoral heterogeneity are controversial. We examined mutational heterogeneity within individual patients with melanoma using multiplatform analysis of commonly mutated driver and nonpassenger genes. We analyzed paired primary and metastatic tumors from 60 patients and multiple metastatic tumors from 39 patients whose primary tumors were unavailable (n = 271 tumors). We used a combination of multiplex SNaPshot assays, Sanger sequencing, mutation-specific PCR, or droplet digital PCR to determine the presence of BRAFV600, NRASQ61, TERT-124C>T, and TERT-146C>T mutations. Mutations were detected in BRAF (39%), NRAS (21%), and/or TERT (78%). Thirteen patients had TERTmutant discordant tumors; seven of these had a single tumor with both TERT-124C>T and TERT-146C>T mutations present at different allele frequencies. Two patients had both BRAF and NRAS mutations; one had different tumors and the other had a single tumor with both mutations. One patient with a BRAFmutant primary lacked mutant BRAF in at least one of their metastases. Overall, we identified mutational heterogeneity in 18 of 99 patients (18%). These results suggest that some primary melanomas may be composed of subclones with differing mutational profiles. Such heterogeneity may be relevant to treatment responses and survival outcomes.
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Affiliation(s)
- Gregory A Chang
- The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, NYU Langone Health, New York, USA; The Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, NYU Langone Health, New York, USA; St. Georges University School of Medicine, Grenada, West Indies
| | - Jennifer M Wiggins
- The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, NYU Langone Health, New York, USA; The Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, NYU Langone Health, New York, USA
| | - Broderick C Corless
- The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, NYU Langone Health, New York, USA; The Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, NYU Langone Health, New York, USA; Weill Cornell Medicine Graduate School of Medical Sciences, New York, USA
| | - Mahrukh M Syeda
- The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, NYU Langone Health, New York, USA; The Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, NYU Langone Health, New York, USA
| | - Jyothirmayee S Tadepalli
- The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, NYU Langone Health, New York, USA; The Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, NYU Langone Health, New York, USA
| | - Shria Blake
- MolecularMD Corporation, Portland, Oregon, USA
| | - Nathaniel Fleming
- The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, NYU Langone Health, New York, USA; The Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, NYU Langone Health, New York, USA
| | - Farbod Darvishian
- The Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, NYU Langone Health, New York, USA; Department of Pathology, New York University School of Medicine, NYU Langone Health, New York, USA
| | - Anna Pavlick
- The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, NYU Langone Health, New York, USA; The Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, NYU Langone Health, New York, USA; Division of Medical Oncology, Department of Medicine, New York University School of Medicine, NYU Langone Health, New York, USA
| | - Russell Berman
- The Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, NYU Langone Health, New York, USA; Department of Surgery, New York University School of Medicine, NYU Langone Health, New York, USA
| | - Richard Shapiro
- The Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, NYU Langone Health, New York, USA; Department of Surgery, New York University School of Medicine, NYU Langone Health, New York, USA
| | - Yongzhao Shao
- The Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, NYU Langone Health, New York, USA; Department of Population Health, New York University School of Medicine, NYU Langone Health, New York, USA
| | | | | | - Iman Osman
- The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, NYU Langone Health, New York, USA; The Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, NYU Langone Health, New York, USA; Division of Medical Oncology, Department of Medicine, New York University School of Medicine, NYU Langone Health, New York, USA
| | - David Polsky
- The Ronald O. Perelman Department of Dermatology, New York University School of Medicine, NYU Langone Health, New York, USA; The Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, NYU Langone Health, New York, USA.
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25
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Rodgers CB, Broit N, Johansson PA, Pritchard AL. Attack of the Subclones: Accurate Detection of Mutational Heterogeneity in Bulk DNA from Tumors. J Invest Dermatol 2020; 140:1501-1503. [PMID: 32709275 DOI: 10.1016/j.jid.2020.02.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 02/07/2020] [Accepted: 02/16/2020] [Indexed: 11/29/2022]
Abstract
Tumors are often polyclonal and are therefore heterogenous in their genomic and molecular profiles, which contributes to drug resistance and treatment failure. The methods used to detect these heterogenous differences in tumor samples are critical, but findings have been hindered by methodological inability to detect low-frequency subclones in bulk DNA. Chang et al. (2020) have addressed some of these methodological issues.
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Affiliation(s)
- Chloe B Rodgers
- Genetics and Immunology, University of the Highlands and Islands, Inverness, Scotland, United Kingdom
| | - Natasa Broit
- Oncogenomics, QIMR Berghofer Medical Research Institute, Queensland, Australia
| | - Peter A Johansson
- Oncogenomics, QIMR Berghofer Medical Research Institute, Queensland, Australia
| | - Antonia L Pritchard
- Genetics and Immunology, University of the Highlands and Islands, Inverness, Scotland, United Kingdom; Oncogenomics, QIMR Berghofer Medical Research Institute, Queensland, Australia.
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26
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Vanni I, Tanda ET, Spagnolo F, Andreotti V, Bruno W, Ghiorzo P. The Current State of Molecular Testing in the BRAF-Mutated Melanoma Landscape. Front Mol Biosci 2020; 7:113. [PMID: 32695793 PMCID: PMC7338720 DOI: 10.3389/fmolb.2020.00113] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Accepted: 05/13/2020] [Indexed: 01/19/2023] Open
Abstract
The incidence of melanoma, among the most lethal cancers, is widespread and increasing. Metastatic melanoma has a poor prognosis, representing about 90% of skin cancer mortality. The increased knowledge of tumor biology and the greater understanding of the immune system role in the anti-tumor response has allowed us to develop a more rational approach to systemic therapies. The discovery of activating BRAF mutations in half of all melanomas has led to the development of molecularly targeted therapy with BRAF and MEK inhibitors, which dramatically improved outcomes of patients with stage IV BRAF-mutant melanoma. More recently, the results of clinical phase III studies conducted in the adjuvant setting led to the combined administration of BRAF and MEK inhibitors also in patients with resected high-risk melanoma (stage III). Therefore, BRAF mutation testing has become a priority to determine the oncologist's choice and course of therapy. In this review, we will report the molecular biology-based strategies used for BRAF mutation detection with the main advantages and disadvantages of the most commonly used diagnostic strategies. The timing of such molecular assessment in patients with cutaneous melanoma will be discussed, and we will also examine considerations and approaches for accurate and effective BRAF testing.
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Affiliation(s)
- Irene Vanni
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.,Genetics of Rare Cancers, Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
| | | | | | - Virginia Andreotti
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.,Genetics of Rare Cancers, Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
| | - William Bruno
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.,Genetics of Rare Cancers, Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
| | - Paola Ghiorzo
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.,Genetics of Rare Cancers, Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
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27
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Barceló C, Sisó P, Maiques O, de la Rosa I, Martí RM, Macià A. T-Type Calcium Channels: A Potential Novel Target in Melanoma. Cancers (Basel) 2020; 12:E391. [PMID: 32046241 PMCID: PMC7072457 DOI: 10.3390/cancers12020391] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Revised: 02/06/2020] [Accepted: 02/06/2020] [Indexed: 01/08/2023] Open
Abstract
T-type calcium channels (TTCCs) are overexpressed in several cancers. In this review, we summarize the recent advances and new insights into TTCC biology, tumor progression, and prognosis biomarker and therapeutic potential in the melanoma field. We describe a novel correlation between the Cav3.1 isoform and the increased basal autophagy in BRAFV600E-mutant melanomas and after acquired resistance to BRAF inhibitors. Indeed, TTCC blockers reduce melanoma cell viability and migration/invasion in vitro and tumor growth in mice xenografts in both BRAF-inhibitor-sensitive and -resistant scenarios. These studies open a new, promising therapeutic approach for disseminated melanoma and improved treatment in BRAFi relapsed melanomas, but further validation and clinical trials are needed for it to become a real therapeutic option.
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Affiliation(s)
- Carla Barceló
- Oncologic Pathology Group, University of Lleida, IRBLleida, 25198 Lleida, Spain; (C.B.); (P.S.); (I.d.l.R.)
| | - Pol Sisó
- Oncologic Pathology Group, University of Lleida, IRBLleida, 25198 Lleida, Spain; (C.B.); (P.S.); (I.d.l.R.)
| | - Oscar Maiques
- Centre for Cancer and Inflammation, Barts Cancer Institute, Queen Mary University of London, London EC1M 6BQ, UK;
| | - Inés de la Rosa
- Oncologic Pathology Group, University of Lleida, IRBLleida, 25198 Lleida, Spain; (C.B.); (P.S.); (I.d.l.R.)
| | - Rosa M. Martí
- Department of Dermatology, Hospital Universitari Arnau de Vilanova, University of Lleida, IRBLleida, 25198 Lleida, Spain;
- Centre of Biomedical Research on Cancer (CIBERONC), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, Spain
| | - Anna Macià
- Oncologic Pathology Group, University of Lleida, IRBLleida, 25198 Lleida, Spain; (C.B.); (P.S.); (I.d.l.R.)
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28
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Intratumoral Genetic Heterogeneity in Papillary Thyroid Cancer: Occurrence and Clinical Significance. Cancers (Basel) 2020; 12:cancers12020383. [PMID: 32046148 PMCID: PMC7072350 DOI: 10.3390/cancers12020383] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 02/04/2020] [Accepted: 02/06/2020] [Indexed: 12/16/2022] Open
Abstract
Intratumoral heterogeneity (ITH) refers to a subclonal genetic diversity observed within a tumor. ITH is the consequence of genetic instability and accumulation of genetic alterations, two mechanisms involved in the progression from an early tumor stage to a more aggressive cancer. While this process is widely accepted, the ITH of early stage papillary thyroid carcinoma (PTC) is debated. By different genetic analysis, several authors reported the frequent occurrence of PTCs composed of both tumor cells with and without RET/PTC or BRAFV600E genetic alterations. While these data, and the report of discrepancies in the genetic pattern between metastases and the primary tumor, demonstrate the existence of ITH in PTC, its extension and biological significance is debated. The ITH takes on a great significance when involves oncogenes, such as RET rearrangements and BRAFV600E as it calls into question their role of driver genes. ITH is also predicted to play a major clinical role as it could have a significant impact on prognosis and on the response to targeted therapy. In this review, we analyzed several data indicating that ITH is not a marginal event, occurring in PTC at any step of development, and suggesting the existence of unknown genetic or epigenetic alterations that still need to be identified.
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29
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Luís R, Brito C, Pojo M. Melanoma Metabolism: Cell Survival and Resistance to Therapy. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1219:203-223. [PMID: 32130701 DOI: 10.1007/978-3-030-34025-4_11] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Cutaneous melanoma is one of the most aggressive types of cancer, presenting the highest potential to form metastases, both locally and distally, which are associated with high death rates of melanoma patients. A high somatic mutation burden is characteristic of these tumours, with most common oncogenic mutations occurring in the BRAF, NRAS and NF1 genes. These intrinsic oncogenic pathways contribute to the metabolic switch between glycolysis and oxidative phosphorylation metabolisms of melanoma, facilitating tumour progression and resulting in a high plasticity and adaptability to unfavourable conditions. Moreover, melanoma microenvironment can influence its own metabolism and reprogram several immune cell subset functions, enabling melanoma to evade the immune system. The knowledge of the biology, molecular alterations and microenvironment of melanoma has led to the development of new targeted therapies and the improvement of patient care. In this work, we reviewed the impact of melanoma metabolism in the resistance to BRAF and MEK inhibitors and immunotherapies, emphasizing the requirement to evaluate metabolic alterations upon development of novel therapeutic approaches. Here we summarized the current understanding of the impact of metabolic processes in melanomagenesis, metastasis and microenvironment, as well as the involvement of metabolic pathways in the immune modulation and resistance to targeted and immunocheckpoint therapies.
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Affiliation(s)
- Rafael Luís
- Unidade de Investigação em Patobiologia Molecular (UIPM), Instituto Português de Oncologia de Lisboa Francisco Gentil E.P.E, Lisbon, Portugal
| | - Cheila Brito
- Unidade de Investigação em Patobiologia Molecular (UIPM), Instituto Português de Oncologia de Lisboa Francisco Gentil E.P.E, Lisbon, Portugal
| | - Marta Pojo
- Unidade de Investigação em Patobiologia Molecular (UIPM), Instituto Português de Oncologia de Lisboa Francisco Gentil E.P.E, Lisbon, Portugal
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30
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Del Regno L, Louveau B, Battistella M, Sadoux A, Baroudjian B, Delyon J, Serror K, Allayous C, Lebbe C, Mourah S, Jouenne F. Clinical significance of BRAF/NRAS concurrent mutations in a clinic-based metastatic melanoma cohort. Br J Dermatol 2019; 182:1281-1283. [PMID: 31675434 DOI: 10.1111/bjd.18641] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- L Del Regno
- Institute of Dermatology, Catholic University - Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - B Louveau
- INSERM, UMR_S976, Paris, France.,Université de Paris, Paris, France.,Department of Pharmacogenomics, Hôpital Saint-Louis, Assistance Publique - Hôpitaux de Paris, 1 Avenue Claude Vellefaux, 75475, Paris cedex 10, France
| | - M Battistella
- INSERM, UMR_S976, Paris, France.,Université de Paris, Paris, France.,Department of Pathology, Hôpital Saint-Louis, Assistance Publique - Hôpitaux de Paris, 1 Avenue Claude Vellefaux, 75475, Paris cedex 10, France
| | - A Sadoux
- Department of Pharmacogenomics, Hôpital Saint-Louis, Assistance Publique - Hôpitaux de Paris, 1 Avenue Claude Vellefaux, 75475, Paris cedex 10, France
| | - B Baroudjian
- INSERM, UMR_S976, Paris, France.,Department of Dermatology, Hôpital Saint-Louis, Assistance Publique - Hôpitaux de Paris, 1 Avenue Claude Vellefaux, 75475, Paris cedex 10, France
| | - J Delyon
- INSERM, UMR_S976, Paris, France.,Université de Paris, Paris, France.,Department of Dermatology, Hôpital Saint-Louis, Assistance Publique - Hôpitaux de Paris, 1 Avenue Claude Vellefaux, 75475, Paris cedex 10, France
| | - K Serror
- General Surgery, Hôpital Saint-Louis, Assistance Publique - Hôpitaux de Paris, 1 Avenue Claude Vellefaux, 75475, Paris cedex 10, France
| | - C Allayous
- INSERM, UMR_S976, Paris, France.,Department of Dermatology, Hôpital Saint-Louis, Assistance Publique - Hôpitaux de Paris, 1 Avenue Claude Vellefaux, 75475, Paris cedex 10, France
| | - C Lebbe
- INSERM, UMR_S976, Paris, France.,Université de Paris, Paris, France.,Department of Dermatology, Hôpital Saint-Louis, Assistance Publique - Hôpitaux de Paris, 1 Avenue Claude Vellefaux, 75475, Paris cedex 10, France
| | - S Mourah
- INSERM, UMR_S976, Paris, France.,Université de Paris, Paris, France.,Department of Pharmacogenomics, Hôpital Saint-Louis, Assistance Publique - Hôpitaux de Paris, 1 Avenue Claude Vellefaux, 75475, Paris cedex 10, France
| | - F Jouenne
- INSERM, UMR_S976, Paris, France.,Université de Paris, Paris, France.,Department of Pharmacogenomics, Hôpital Saint-Louis, Assistance Publique - Hôpitaux de Paris, 1 Avenue Claude Vellefaux, 75475, Paris cedex 10, France
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31
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Mejbel HA, Arudra SKC, Pradhan D, Torres-Cabala CA, Nagarajan P, Tetzlaff MT, Curry JL, Ivan D, Duose DY, Luthra R, Prieto VG, Ballester LY, Aung PP. Immunohistochemical and Molecular Features of Melanomas Exhibiting Intratumor and Intertumor Histomorphologic Heterogeneity. Cancers (Basel) 2019; 11:E1714. [PMID: 31684113 PMCID: PMC6896082 DOI: 10.3390/cancers11111714] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 10/30/2019] [Accepted: 10/31/2019] [Indexed: 12/11/2022] Open
Abstract
Melanoma is a heterogeneous neoplasm at the histomorphologic, immunophenotypic, and molecular levels. Melanoma with extreme histomorphologic heterogeneity can pose a diagnostic challenge in which the diagnosis may predominantly rely on its immunophenotypic profile. However, tumor survival and response to therapy are linked to tumor genetic heterogeneity rather than tumor morphology. Therefore, understating the molecular characteristics of such melanomas become indispensable. In this study, DNA was extracted from 11 morphologically distinct regions in eight formalin-fixed, paraffin-embedded melanomas. In each region, mutations in 50 cancer-related genes were tested using next-generation sequencing (NGS). A tumor was considered genetically heterogeneous if at least one non-overlapping mutation was identified either between the histologically distinct regions of the same tumor (intratumor heterogeneity) or among the histologically distinct regions of the paired primary and metastatic tumors within the same patient (intertumor heterogeneity). Our results revealed that genetic heterogeneity existed in all tumors as non-overlapping mutations were detected in every tested tumor (n = 5, 100%; intratumor: n = 2, 40%; intertumor: n = 3, 60%). Conversely, overlapping mutations were also detected in all the tested regions (n = 11, 100%). Melanomas exhibiting histomorphologic heterogeneity are often associated with genetic heterogeneity, which might contribute to tumor survival and poor response to therapy.
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Affiliation(s)
- Haider A Mejbel
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - Sri Krishna C Arudra
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - Dinesh Pradhan
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - Carlos A Torres-Cabala
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
- Department of Dermatology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - Priyadharsini Nagarajan
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - Michael T Tetzlaff
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - Jonathan L Curry
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
- Department of Dermatology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - Doina Ivan
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
- Department of Dermatology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - Dzifa Y Duose
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - Raja Luthra
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - Victor G Prieto
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
- Department of Dermatology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - Leomar Y Ballester
- Department of Pathology and Laboratory Medicine, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
| | - Phyu P Aung
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
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32
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Antisense targeting of CD47 enhances human cytotoxic T-cell activity and increases survival of mice bearing B16 melanoma when combined with anti-CTLA4 and tumor irradiation. Cancer Immunol Immunother 2019; 68:1805-1817. [PMID: 31628526 DOI: 10.1007/s00262-019-02397-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Accepted: 09/14/2019] [Indexed: 12/15/2022]
Abstract
Antibodies targeting the T-cell immune checkpoint cytotoxic T-lymphocyte antigen-4 (CTLA4) enhance the effectiveness of radiotherapy for melanoma patients, but many remain resistant. To further improve response rates, we explored combining anti-CTLA4 blockade with antisense suppression of CD47, an inhibitory receptor on T cells that limit T-cell receptor signaling and killing of irradiated target cells. Human melanoma data from The Cancer Genome Atlas revealed positive correlations between CD47 mRNA expression and expression of T-cell regulators including CTLA4 and its counter receptors CD80 and CD86. Antisense suppression of CD47 on human T cells in vitro using a translational blocking morpholino (CD47 m) alone or combined with anti-CTLA4 enhanced antigen-dependent killing of irradiated melanoma cells. Correspondingly, the treatment of locally irradiated B16F10 melanomas in C57BL/6 mice using combined blockade of CD47 and CTLA4 significantly increased the survival of mice relative to either treatment alone. CD47 m alone or in combination with anti-CTLA4 increased CD3+ T-cell infiltration in irradiated tumors. Anti-CTLA4 also increased CD3+ and CD8+ T-cell infiltration as well as markers of NK cells in non-irradiated tumors. Anti-CTLA4 combined with CD47 m resulted in the greatest increase in intratumoral granzyme B, interferon-γ, and NK-cell marker mRNA expression. These data suggest that combining CTLA4 and CD47 blockade could provide a survival benefit by enhancing adaptive T- and NK-cell immunity in irradiated tumors.
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33
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Polubothu S, McGuire N, Al-Olabi L, Baird W, Bulstrode N, Chalker J, Josifova D, Lomas D, O'Hara J, Ong J, Rampling D, Stadnik P, Thomas A, Wedgeworth E, Sebire NJ, Kinsler VA. Does the gene matter? Genotype-phenotype and genotype-outcome associations in congenital melanocytic naevi. Br J Dermatol 2019; 182:434-443. [PMID: 31111470 PMCID: PMC7028140 DOI: 10.1111/bjd.18106] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/02/2019] [Indexed: 12/29/2022]
Abstract
Background Genotype–phenotype studies can identify subgroups of patients with specific clinical features or differing outcomes, which can help shape management. Objectives To characterize the frequency of different causative genotypes in congenital melanocytic naevi (CMN), and to investigate genotype–phenotype and genotype–outcome associations. Methods We conducted a large cohort study in which we undertook MC1R genotyping from blood, and high‐sensitivity genotyping of NRAS and BRAF hotspots in 156 naevus biopsies from 134 patients with CMN [male 40%; multiple CMN 76%; projected adult size (PAS) > 20 cm, 59%]. Results Mosaic NRAS mutations were detected in 68%, mutually exclusive with BRAF mutations in 7%, with double wild‐type in 25%. Two separate naevi were sequenced in five of seven patients with BRAF mutations, confirming clonality. Five of seven patients with BRAF mutations had a dramatic multinodular phenotype, with characteristic histology distinct from classical proliferative nodules. NRAS mutation was the commonest in all sizes of CMN, but was particularly common in naevi with PAS > 60 cm, implying more tolerance to that mutation early in embryogenesis. Facial features were less common in double wild‐type patients. Importantly, the incidence of congenital neurological disease, and apparently of melanoma, was not altered by genotype; no cases of melanoma were seen in BRAF‐mutant multiple CMN, however, this genotype is rare. Conclusions CMN of all sizes are most commonly caused by mutations in NRAS. BRAF is confirmed as a much rarer cause of multiple CMN, and appears to be commonly associated with a multinodular phenotype. Genotype in this cohort was not associated with differences in incidence of neurological disease in childhood. However, genotyping should be undertaken in suspected melanoma, for guidance of treatment. What's already known about this topic? Multiple congenital melanocytic naevi (CMN) have been shown to be caused by NRAS mosaic mutations in 70–80% of cases, by BRAF mosaicism in one case report and by inference in some previous cases. There has been debate about genotypic association with different sizes of CMN, and no data on genotype–outcome.
What does this study add? NRAS mosaicism was found in 68%, BRAF in 7% and double wild‐type in 25% of cases of CMN. NRAS was the commonest mutation in all sizes of CMN, but was nearly universal in projected adult size > 60 cm. BRAF is often associated with a distinct multinodular clinical/histological phenotype. Adverse outcomes did not differ between genotypes on current numbers.
https://doi.org/10.1111/bjd.18747 available online
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Affiliation(s)
- S Polubothu
- Genetics and Genomic Medicine, University College London Great Ormond Street Institute of Child Health, London, U.K.,Paediatric Dermatology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, U.K
| | - N McGuire
- Genetics and Genomic Medicine, University College London Great Ormond Street Institute of Child Health, London, U.K
| | - L Al-Olabi
- Genetics and Genomic Medicine, University College London Great Ormond Street Institute of Child Health, London, U.K
| | - W Baird
- Genetics and Genomic Medicine, University College London Great Ormond Street Institute of Child Health, London, U.K
| | - N Bulstrode
- Paediatric Plastic Surgery, Great Ormond Street Hospital for Children NHS Foundation Trust, London, U.K
| | - J Chalker
- Paediatric Malignancy Unit, Great Ormond Street Hospital for Children NHS Foundation Trust, London, U.K
| | - D Josifova
- Clinical Genetics, Guy's and St Thomas' Hospital NHS Foundation Trust, U.K
| | - D Lomas
- Paediatric Dermatology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, U.K
| | - J O'Hara
- Paediatric Plastic Surgery, Great Ormond Street Hospital for Children NHS Foundation Trust, London, U.K
| | - J Ong
- Paediatric Plastic Surgery, Great Ormond Street Hospital for Children NHS Foundation Trust, London, U.K
| | - D Rampling
- Paediatric Pathology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, U.K
| | - P Stadnik
- Genetics and Genomic Medicine, University College London Great Ormond Street Institute of Child Health, London, U.K
| | - A Thomas
- Genetics and Genomic Medicine, University College London Great Ormond Street Institute of Child Health, London, U.K
| | - E Wedgeworth
- Department of Dermatology, Guy's and St Thomas' Hospital NHS Foundation Trust, U.K
| | - N J Sebire
- Paediatric Pathology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, U.K
| | - V A Kinsler
- Genetics and Genomic Medicine, University College London Great Ormond Street Institute of Child Health, London, U.K.,Paediatric Dermatology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, U.K
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34
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Deng Y, Luo S, Deng C, Luo T, Yin W, Zhang H, Zhang Y, Zhang X, Lan Y, Ping Y, Xiao Y, Li X. Identifying mutual exclusivity across cancer genomes: computational approaches to discover genetic interaction and reveal tumor vulnerability. Brief Bioinform 2019; 20:254-266. [PMID: 28968730 DOI: 10.1093/bib/bbx109] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Indexed: 02/06/2023] Open
Abstract
Systematic sequencing of cancer genomes has revealed prevalent heterogeneity, with patients harboring various combinatorial patterns of genetic alteration. In particular, a phenomenon that a group of genes exhibits mutually exclusive patterns has been widespread across cancers, covering a broad spectrum of crucial cancer pathways. Recently, there is considerable evidence showing that, mutual exclusivity reflects alternative functions in tumor initiation and progression, or suggests adverse effects of their concurrence. Given its importance, numerous computational approaches have been proposed to study mutual exclusivity using genomic profiles alone, or by integrating networks and phenotypes. Some of them have been routinely used to explore genetic associations, which lead to a deeper understanding of carcinogenic mechanisms and reveals unexpected tumor vulnerabilities. Here, we present an overview of mutual exclusivity from the perspective of cancer genome. We describe the common hypothesis underlying mutual exclusivity, summarize the strategies for the identification of significant mutually exclusive patterns, compare the performance of representative algorithms from simulated data sets and discuss their common confounders.
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Affiliation(s)
- Yulan Deng
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China
| | - Shangyi Luo
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China
| | - Chunyu Deng
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China
| | - Tao Luo
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China
| | - Wenkang Yin
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China
| | - Hongyi Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China
| | - Yong Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China
| | - Xinxin Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China
| | - Yujia Lan
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China
| | - Yanyan Ping
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China
| | - Yun Xiao
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China
| | - Xia Li
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China
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35
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Sammons RM, Ghose R, Tsai KY, Dalby KN. Targeting ERK beyond the boundaries of the kinase active site in melanoma. Mol Carcinog 2019; 58:1551-1570. [PMID: 31190430 DOI: 10.1002/mc.23047] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 04/30/2019] [Accepted: 05/10/2019] [Indexed: 12/14/2022]
Abstract
Extracellular signal-regulated kinase 1/2 (ERK1/2) constitute a point of convergence for complex signaling events that regulate essential cellular processes, including proliferation and survival. As such, dysregulation of the ERK signaling pathway is prevalent in many cancers. In the case of BRAF-V600E mutant melanoma, ERK inhibition has emerged as a viable clinical approach to abrogate signaling through the ERK pathway, even in cases where MEK and Raf inhibitor treatments fail to induce tumor regression due to resistance mechanisms. Several ERK inhibitors that target the active site of ERK have reached clinical trials, however, many critical ERK interactions occur at other potentially druggable sites on the protein. Here we discuss the role of ERK signaling in cell fate, in driving melanoma, and in resistance mechanisms to current BRAF-V600E melanoma treatments. We explore targeting ERK via a distinct site of protein-protein interaction, known as the D-recruitment site (DRS), as an alternative or supplementary mode of ERK pathway inhibition in BRAF-V600E melanoma. Targeting the DRS with inhibitors in melanoma has the potential to not only disrupt the catalytic apparatus of ERK but also its noncatalytic functions, which have significant impacts on spatiotemporal signaling dynamics and cell fate.
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Affiliation(s)
- Rachel M Sammons
- Department of Biomedical Engineering, The University of Texas at Austin, Austin, Texas.,Division of Chemical Biology and Medicinal Chemistry, College of Pharmacy, The University of Texas at Austin, Austin, Texas
| | - Ranajeet Ghose
- Department of Chemistry and Biochemistry, The City College of New York, New York, New York
| | - Kenneth Y Tsai
- Departments of Anatomic Pathology and Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Kevin N Dalby
- Division of Chemical Biology and Medicinal Chemistry, College of Pharmacy, The University of Texas at Austin, Austin, Texas.,Department of Oncology, Dell Medical School, The University of Texas at Austin, Austin, Texas
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36
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Flørenes VA, Flem-Karlsen K, McFadden E, Bergheim IR, Nygaard V, Nygård V, Farstad IN, Øy GF, Emilsen E, Giller-Fleten K, Ree AH, Flatmark K, Gullestad HP, Hermann R, Ryder T, Wernhoff P, Mælandsmo GM. A Three-dimensional Ex Vivo Viability Assay Reveals a Strong Correlation Between Response to Targeted Inhibitors and Mutation Status in Melanoma Lymph Node Metastases. Transl Oncol 2019; 12:951-958. [PMID: 31096111 PMCID: PMC6520638 DOI: 10.1016/j.tranon.2019.04.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Revised: 03/28/2019] [Accepted: 04/01/2019] [Indexed: 12/15/2022] Open
Abstract
Although clinical management of melanoma has changed considerably in recent years, intrinsic treatment resistance remains a severe problem and strategies to design personal treatment regimens are highly warranted. We have applied a three-dimensional (3D) ex vivo drug efficacy assay, exposing disaggregated cells from 38 freshly harvested melanoma lymph node metastases and 21 patient derived xenografts (PDXs) to clinical relevant drugs for 7 days, and examined its potential to evaluate therapy response. A strong association between Vemurafenib response and BRAF mutation status was achieved (P < .0001), while enhanced viability was seen in some NRAS mutated tumors. BRAF and NRAS mutated tumors responded comparably to the MEK inhibitor Cobimetinib. Based on the ex vivo results, two tumors diagnosed as BRAF wild-type by routine pathology examinations had to be re-evaluated; one was subsequently found to have a complex V600E mutation, the other a double BRAF mutation (V600E/K601 N). No BRAF inhibitor resistance mechanisms were identified, but PIK3CA and NF1 mutations were identified in two highly responsive tumors. Concordance between ex vivo drug responses using tissue from PDXs and corresponding patient tumors demonstrate that PDX models represent an indefinite source of tumor material that may allow ex vivo evaluation of numerous drugs and combinations, as well as studies of underlying molecular mechanisms. In conclusion, we have established a rapid and low cost ex vivo drug efficacy assay applicable on tumor tissue from patient biopsies. The 3D/spheroid format, limiting the influence from normal adjacent cells and allowing assessment of drug sensitivity to numerous drugs in one week, confirms its potential as a supplement to guide clinical decision, in particular in identifying non-responding patients.
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Affiliation(s)
- Vivi Ann Flørenes
- Department of Pathology, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway
| | - Karine Flem-Karlsen
- Department of Pathology, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway; Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Norway
| | - Erin McFadden
- Department of Pathology, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway
| | - Inger Riise Bergheim
- Department of Cancer Genetics, Institute for Cancer Research, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway
| | - Vigdis Nygaard
- Department of Tumor Biology, Institute for Cancer Research, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway
| | - Vegard Nygård
- Department of Core Facilities, Institute for Cancer Research, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway
| | - Inger Nina Farstad
- Department of Pathology, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway; Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Norway
| | - Geir Frode Øy
- Department of Tumor Biology, Institute for Cancer Research, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway
| | - Elisabeth Emilsen
- Department of Pathology, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway
| | - Karianne Giller-Fleten
- Department of Tumor Biology, Institute for Cancer Research, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway
| | - Anne Hansen Ree
- Department of Oncology, Akershus University Hospital, N-1478 Lørenskog, Norway; Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Norway
| | - Kjersti Flatmark
- Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Norway; Department of Tumor Biology, Institute for Cancer Research, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway; Department of Gastroenterological Surgery, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway
| | - Hans Petter Gullestad
- Department of Plastic and Reconstructive Surgery, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway
| | - Robert Hermann
- Department of Plastic and Reconstructive Surgery, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway
| | - Truls Ryder
- Department of Plastic and Reconstructive Surgery, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway
| | - Patrik Wernhoff
- Department of Pathology, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway
| | - Gunhild Mari Mælandsmo
- Department of Tumor Biology, Institute for Cancer Research, Norwegian Radium Hospital, Oslo University Hospital, N-0310 Oslo, Norway; Institute of Medical Biology, Faculty of Health Sciences, UiT-Arctic University of Norway, Tromsø, Norway.
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37
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Savoia P, Fava P, Casoni F, Cremona O. Targeting the ERK Signaling Pathway in Melanoma. Int J Mol Sci 2019; 20:ijms20061483. [PMID: 30934534 PMCID: PMC6472057 DOI: 10.3390/ijms20061483] [Citation(s) in RCA: 100] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Revised: 03/17/2019] [Accepted: 03/19/2019] [Indexed: 12/24/2022] Open
Abstract
The discovery of the role of the RAS/RAF/MEK/ERK pathway in melanomagenesis and its progression have opened a new era in the treatment of this tumor. Vemurafenib was the first specific kinase inhibitor approved for therapy of advanced melanomas harboring BRAF-activating mutations, followed by dabrafenib and encorafenib. However, despite the excellent results of first-generation kinase inhibitors in terms of response rate, the average duration of the response was short, due to the onset of genetic and epigenetic resistance mechanisms. The combination therapy with MEK inhibitors is an excellent strategy to circumvent drug resistance, with the additional advantage of reducing side effects due to the paradoxical reactivation of the MAPK pathway. The recent development of RAS and extracellular signal-related kinases (ERK) inhibitors promises to add new players for the ultimate suppression of this signaling pathway and the control of pathway-related drug resistance. In this review, we analyze the pharmacological, preclinical, and clinical trial data of the various MAPK pathway inhibitors, with a keen interest for their clinical applicability in the management of advanced melanoma.
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Affiliation(s)
- Paola Savoia
- Department of Health Science, University of Eastern Piedmont, via Solaroli 17, 28100 Novara, Italy.
| | - Paolo Fava
- Section of Dermatology, Department of Medical Science, University of Turin, 10124 Turin, Italy.
| | - Filippo Casoni
- San Raffaele Scientific Institute, Division of Neuroscience, via Olgettina 58, 20132 Milano, Italy.
- Università Vita Salute San Raffaele, via Olgettina 58, 20132 Milano, Italy.
| | - Ottavio Cremona
- San Raffaele Scientific Institute, Division of Neuroscience, via Olgettina 58, 20132 Milano, Italy.
- Università Vita Salute San Raffaele, via Olgettina 58, 20132 Milano, Italy.
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38
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Kartha VK, Sebastiani P, Kern JG, Zhang L, Varelas X, Monti S. CaDrA: A Computational Framework for Performing Candidate Driver Analyses Using Genomic Features. Front Genet 2019; 10:121. [PMID: 30838036 PMCID: PMC6390206 DOI: 10.3389/fgene.2019.00121] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2018] [Accepted: 02/04/2019] [Indexed: 12/12/2022] Open
Abstract
The identification of genetic alteration combinations as drivers of a given phenotypic outcome, such as drug sensitivity, gene or protein expression, and pathway activity, is a challenging task that is essential to gaining new biological insights and to discovering therapeutic targets. Existing methods designed to predict complementary drivers of such outcomes lack analytical flexibility, including the support for joint analyses of multiple genomic alteration types, such as somatic mutations and copy number alterations, multiple scoring functions, and rigorous significance and reproducibility testing procedures. To address these limitations, we developed Candidate Driver Analysis or CaDrA, an integrative framework that implements a step-wise heuristic search approach to identify functionally relevant subsets of genomic features that, together, are maximally associated with a specific outcome of interest. We show CaDrA's overall high sensitivity and specificity for typically sized multi-omic datasets using simulated data, and demonstrate CaDrA's ability to identify known mutations linked with sensitivity of cancer cells to drug treatment using data from the Cancer Cell Line Encyclopedia (CCLE). We further apply CaDrA to identify novel regulators of oncogenic activity mediated by Hippo signaling pathway effectors YAP and TAZ in primary breast cancer tumors using data from The Cancer Genome Atlas (TCGA), which we functionally validate in vitro. Finally, we use pan-cancer TCGA protein expression data to show the high reproducibility of CaDrA's search procedure. Collectively, this work demonstrates the utility of our framework for supporting the fast querying of large, publicly available multi-omics datasets, including but not limited to TCGA and CCLE, for potential drivers of a given target profile of interest.
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Affiliation(s)
- Vinay K. Kartha
- Bioinformatics Program, Boston University, Boston, MA, United States
- Section of Computational Biomedicine, Boston University School of Medicine, Boston, MA, United States
| | - Paola Sebastiani
- Bioinformatics Program, Boston University, Boston, MA, United States
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, United States
| | - Joseph G. Kern
- Department of Biochemistry, Boston University School of Medicine, Boston, MA, United States
| | - Liye Zhang
- School of Life Sciences and Technology, ShanghaiTech University, Shanghai, China
| | - Xaralabos Varelas
- Department of Biochemistry, Boston University School of Medicine, Boston, MA, United States
| | - Stefano Monti
- Bioinformatics Program, Boston University, Boston, MA, United States
- Section of Computational Biomedicine, Boston University School of Medicine, Boston, MA, United States
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, United States
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39
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Kumar R, Njauw CN, Reddy BY, Ji Z, Rajadurai A, Klebanov N, Tsao H. Growth suppression by dual BRAF(V600E) and NRAS(Q61) oncogene expression is mediated by SPRY4 in melanoma. Oncogene 2019; 38:3504-3520. [PMID: 30651601 PMCID: PMC6756020 DOI: 10.1038/s41388-018-0632-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Revised: 08/15/2018] [Accepted: 10/11/2018] [Indexed: 01/08/2023]
Abstract
The underlying forces that shape mutational patterns within any type of cancer have been poorly characterized. One of the best preserved exclusionary relationships is that between BRAF(V600E) and NRAS(Q61) in melanomas. To explore possible mechanisms which could explain this phenomenon, we overexpressed NRAS(Q61) in a set of BRAF(V600E) melanoma lines and vice versa. Controlled expression of a second activating oncogene led to growth arrest (“synthetic suppression”) in a subset of cells, which was accompanied by cell cycle arrest and senescence in several melanoma cell lines along with apoptosis. Through differential gene expression analysis, we identified SPRY4 as the potential mediator of this synthetic response to dual oncogene suppression. Ectopic introduction of SPRY4 recapitulated the growth arrest phenotype of dual BRAF(V600E)/NRAS(Q61) expression while SPRY4 depletion led to a partial rescue from oncogenic antagonism. This study thus defined SPRY4 as a potential mediator of synthetic suppression, which is likely to contribute to the observed exclusivity between BRAF(V600E) and NRAS(Q61R) mutations in melanoma. Further leverage of the SPRY4 pathway may also hold therapeutic promise for NRAS(Q61) melanomas.
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Affiliation(s)
- Raj Kumar
- Department of Dermatology and Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ching-Ni Njauw
- Department of Dermatology and Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Bobby Y Reddy
- Department of Dermatology and Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Zhenyu Ji
- Department of Dermatology and Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.,Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Edwards 211 50 Blossom Street, Boston, MA, USA
| | - Anpuchchelvi Rajadurai
- Department of Dermatology and Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Nikolai Klebanov
- Department of Dermatology and Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Hensin Tsao
- Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Edwards 211 50 Blossom Street, Boston, MA, USA.
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40
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Liu X, Zhang SM, McGeary MK, Krykbaeva I, Lai L, Jansen DJ, Kales SC, Simeonov A, Hall MD, Kelly DP, Bosenberg MW, Yan Q. KDM5B Promotes Drug Resistance by Regulating Melanoma-Propagating Cell Subpopulations. Mol Cancer Ther 2018; 18:706-717. [PMID: 30523048 DOI: 10.1158/1535-7163.mct-18-0395] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Revised: 10/09/2018] [Accepted: 11/26/2018] [Indexed: 12/19/2022]
Abstract
Tumor heterogeneity is a major challenge for cancer treatment, especially due to the presence of various subpopulations with stem cell or progenitor cell properties. In mouse melanomas, both CD34+p75- (CD34+) and CD34-p75- (CD34-) tumor subpopulations were characterized as melanoma-propagating cells (MPC) that exhibit some of those key features. However, these two subpopulations differ from each other in tumorigenic potential, ability to recapitulate heterogeneity, and chemoresistance. In this study, we demonstrate that CD34+ and CD34- subpopulations carrying the BRAFV600E mutation confer differential sensitivity to targeted BRAF inhibition. Through elevated KDM5B expression, melanoma cells shift toward a more drug-tolerant, CD34- state upon exposure to BRAF inhibitor or combined BRAF inhibitor and MEK inhibitor treatment. KDM5B loss or inhibition shifts melanoma cells to the more BRAF inhibitor-sensitive CD34+ state. These results support that KDM5B is a critical epigenetic regulator that governs the transition of key MPC subpopulations with distinct drug sensitivity. This study also emphasizes the importance of continuing to advance our understanding of intratumor heterogeneity and ultimately develop novel therapeutics by altering the heterogeneous characteristics of melanoma.
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Affiliation(s)
- Xiaoni Liu
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut.,Department of Dermatology, Yale School of Medicine, New Haven, Connecticut
| | - Shang-Min Zhang
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
| | - Meaghan K McGeary
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut.,Department of Dermatology, Yale School of Medicine, New Haven, Connecticut
| | - Irina Krykbaeva
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut.,Department of Dermatology, Yale School of Medicine, New Haven, Connecticut
| | - Ling Lai
- Penn Cardiovascular Institute, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Daniel J Jansen
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Stephen C Kales
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Matthew D Hall
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Daniel P Kelly
- Penn Cardiovascular Institute, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Marcus W Bosenberg
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut. .,Department of Dermatology, Yale School of Medicine, New Haven, Connecticut.,Department of Immunobiology, Yale School of Medicine, New Haven, Connecticut
| | - Qin Yan
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut.
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41
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Unni AM, Harbourne B, Oh MH, Wild S, Ferrarone JR, Lockwood WW, Varmus H. Hyperactivation of ERK by multiple mechanisms is toxic to RTK-RAS mutation-driven lung adenocarcinoma cells. eLife 2018; 7:33718. [PMID: 30475204 PMCID: PMC6298772 DOI: 10.7554/elife.33718] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Accepted: 11/26/2018] [Indexed: 12/24/2022] Open
Abstract
Synthetic lethality results when mutant KRAS and EGFR proteins are co-expressed in human lung adenocarcinoma (LUAD) cells, revealing the biological basis for mutual exclusivity of KRAS and EGFR mutations. We have now defined the biochemical events responsible for the toxic effects by combining pharmacological and genetic approaches and to show that signaling through extracellular signal-regulated kinases (ERK1/2) mediates the toxicity. These findings imply that tumors with mutant oncogenes in the RAS pathway must restrain the activity of ERK1/2 to avoid toxicities and enable tumor growth. A dual specificity phosphatase, DUSP6, that negatively regulates phosphorylation of (P)-ERK is up-regulated in EGFR- or KRAS-mutant LUAD, potentially protecting cells with mutations in the RAS signaling pathway, a proposal supported by experiments with DUSP6-specific siRNA and an inhibitory drug. Targeting DUSP6 or other negative regulators might offer a treatment strategy for certain cancers by inducing the toxic effects of RAS-mediated signaling.
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Affiliation(s)
- Arun M Unni
- Meyer Cancer Center, Weill Cornell Medicine, New York, United States
| | - Bryant Harbourne
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Min Hee Oh
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Sophia Wild
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - John R Ferrarone
- Meyer Cancer Center, Weill Cornell Medicine, New York, United States
| | - William W Lockwood
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | - Harold Varmus
- Meyer Cancer Center, Weill Cornell Medicine, New York, United States
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42
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Marconi A, Quadri M, Saltari A, Pincelli C. Progress in melanoma modelling in vitro. Exp Dermatol 2018; 27:578-586. [DOI: 10.1111/exd.13670] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/20/2018] [Indexed: 12/16/2022]
Affiliation(s)
- Alessandra Marconi
- Laboratory of Cutaneous Biology; Department of Surgical; Medical, Dental and Morphological Sciences; University of Modena and Reggio Emilia; Modena Italy
| | - Marika Quadri
- Laboratory of Cutaneous Biology; Department of Surgical; Medical, Dental and Morphological Sciences; University of Modena and Reggio Emilia; Modena Italy
| | - Annalisa Saltari
- Laboratory of Cutaneous Biology; Department of Surgical; Medical, Dental and Morphological Sciences; University of Modena and Reggio Emilia; Modena Italy
| | - Carlo Pincelli
- Laboratory of Cutaneous Biology; Department of Surgical; Medical, Dental and Morphological Sciences; University of Modena and Reggio Emilia; Modena Italy
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43
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Raaijmakers MIG, Widmer DS, Narechania A, Eichhoff O, Freiberger SN, Wenzina J, Cheng PF, Mihic-Probst D, Desalle R, Dummer R, Levesque MP. Co-existence of BRAF and NRAS driver mutations in the same melanoma cells results in heterogeneity of targeted therapy resistance. Oncotarget 2018; 7:77163-77174. [PMID: 27791198 PMCID: PMC5363577 DOI: 10.18632/oncotarget.12848] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2016] [Accepted: 10/13/2016] [Indexed: 12/30/2022] Open
Abstract
Acquired chemotherapeutic resistance of cancer cells can result from a Darwinistic evolution process in which heterogeneity plays an important role. In order to understand the impact of genetic heterogeneity on acquired resistance and second line therapy selection in metastatic melanoma, we sequenced the exomes of 27 lesions which were collected from 3 metastatic melanoma patients treated with targeted or non-targeted inhibitors. Furthermore, we tested the impact of a second NRAS mutation in 7 BRAF inhibitor resistant early passage cell cultures on the selection of second line therapies.We observed a rapid monophyletic evolution of melanoma subpopulations in response to targeted therapy that was not observed in non-targeted therapy. We observed the acquisition of NRAS mutations in the BRAF mutated patient treated with a BRAF inhibitor in 1 of 5 of his post-resistant samples. In an additional cohort of 5 BRAF-inhibitor treated patients we detected 7 NRAS mutations in 18 post-resistant samples. No NRAS mutations were detected in pre-resistant samples. By sequencing 65 single cell clones we prove that NRAS mutations co-occur with BRAF mutations in single cells. The double mutated cells revealed a heterogeneous response to MEK, ERK, PI3K, AKT and multi RTK - inhibitors.We conclude that BRAF and NRAS co-mutations are not mutually exclusive. However, the sole finding of double mutated cells in a resistant tumor is not sufficient to determine follow-up therapy. In order to target the large pool of heterogeneous cells in a patient, we think combinational therapy targeting different pathways will be necessary.
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Affiliation(s)
| | - Daniel S Widmer
- Department of Dermatology, University of Zurich, University Hospital Zürich, Switzerland
| | | | - Ossia Eichhoff
- Department of Dermatology, University of Zurich, University Hospital Zürich, Switzerland
| | - Sandra N Freiberger
- Department of Dermatology, University of Zurich, University Hospital Zürich, Switzerland.,Department of Dermatology, Skin and Endothelium Research Division, Medical University of Vienna, Austria
| | - Judith Wenzina
- Department of Dermatology, University of Zurich, University Hospital Zürich, Switzerland.,Department of Dermatology, Skin and Endothelium Research Division, Medical University of Vienna, Austria
| | - Phil F Cheng
- Department of Dermatology, University of Zurich, University Hospital Zürich, Switzerland
| | - Daniela Mihic-Probst
- Department of Pathology, University of Zurich, University Hospital Zürich, Switzerland
| | - Rob Desalle
- American Museum of Natural History, New York, New York, USA
| | - Reinhard Dummer
- Department of Dermatology, University of Zurich, University Hospital Zürich, Switzerland
| | - Mitchell P Levesque
- Department of Dermatology, University of Zurich, University Hospital Zürich, Switzerland
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44
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Hammerlindl H, Schaider H. Tumor cell-intrinsic phenotypic plasticity facilitates adaptive cellular reprogramming driving acquired drug resistance. J Cell Commun Signal 2017; 12:133-141. [PMID: 29192388 PMCID: PMC5842196 DOI: 10.1007/s12079-017-0435-1] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Accepted: 11/16/2017] [Indexed: 01/10/2023] Open
Abstract
The enthusiasm about successful novel therapeutic strategies in cancer is often quickly dampened by the development of drug resistance. This is true for targeted therapies using tyrosine kinase inhibitors for EGFR or BRAF mutant cancers, but is also an increasingly recognized problem for immunotherapies. One of the major obstacles of successful cancer therapy is tumor heterogeneity of genotypic and phenotypic features. Historically, drivers for drug resistance have been suspected and found on the genetic level, with mutations either being pre-existing in a subset of cancer cells or emerging de novo to mediate drug resistance. In contrast to that, our group and others identified a non-mutational adaptive response, resulting in a reversible, drug tolerant, slow cycling phenotype that precedes the emergence of permanent drug resistance and is triggered by prolonged drug exposure. More recently, studies described the importance of initially reversible transcriptional reprogramming for the development of acquired drug resistance, identified factors important for the survival of the slow cycling phenotype and investigated the relationship of mutational and non-mutational resistance mechanisms. However, the connection and relative importance of mutational and adaptive drug resistance in relation to the in vitro models at hand and the clinically observed response patterns remains poorly defined. In this review we focus on adaptive intrinsic phenotypic plasticity in cancer cells that leads to the drug tolerant slow cycling state, which eventually transitions to permanent resistance, and propose a general model based on current literature, to describe the development of acquired drug resistance.
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Affiliation(s)
- Heinz Hammerlindl
- The University of Queensland Diamantina Institute, Translational Research Institute, The University of Queensland, 37 Kent Street, Brisbane, QLD, 4102, Australia
| | - Helmut Schaider
- The University of Queensland Diamantina Institute, Translational Research Institute, The University of Queensland, 37 Kent Street, Brisbane, QLD, 4102, Australia.
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45
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Grzywa TM, Paskal W, Włodarski PK. Intratumor and Intertumor Heterogeneity in Melanoma. Transl Oncol 2017; 10:956-975. [PMID: 29078205 PMCID: PMC5671412 DOI: 10.1016/j.tranon.2017.09.007] [Citation(s) in RCA: 177] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Revised: 09/14/2017] [Accepted: 09/17/2017] [Indexed: 12/25/2022] Open
Abstract
Melanoma is a cancer that exhibits one of the most aggressive and heterogeneous features. The incidence rate escalates. A high number of clones harboring various mutations contribute to an exceptional level of intratumor heterogeneity of melanoma. It also refers to metastases which may originate from different subclones of primary lesion. Such component of the neoplasm biology is termed intertumor and intratumor heterogeneity. These levels of tumor heterogeneity hinder accurate diagnosis and effective treatment. The increasing number of research on the topic reflects the need for understanding limitation or failure of contemporary therapies. Majority of analyses concentrate on mutations in cancer-related genes. Novel high-throughput techniques reveal even higher degree of variations within a lesion. Consolidation of theories and researches indicates new routes for treatment options such as targets for immunotherapy. The demand for personalized approach in melanoma treatment requires extensive knowledge on intratumor and intertumor heterogeneity on the level of genome, transcriptome/proteome, and epigenome. Thus, achievements in exploration of melanoma variety are described in details. Particularly, the issue of tumor heterogeneity or homogeneity given BRAF mutations is discussed.
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Affiliation(s)
- Tomasz M Grzywa
- The Department of Histology and Embryology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, Banacha 1b, 02-091 Warsaw, Poland
| | - Wiktor Paskal
- The Department of Histology and Embryology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, Banacha 1b, 02-091 Warsaw, Poland
| | - Paweł K Włodarski
- The Department of Histology and Embryology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, Banacha 1b, 02-091 Warsaw, Poland.
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46
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Comparative study on driver mutations in primary and metastatic melanomas at a single Japanese institute: A clue for intra- and inter-tumor heterogeneity. J Dermatol Sci 2017; 85:51-57. [DOI: 10.1016/j.jdermsci.2016.10.006] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Revised: 10/04/2016] [Accepted: 10/12/2016] [Indexed: 01/23/2023]
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47
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Adler NR, Haydon A, McLean CA, Kelly JW, Mar VJ. Metastatic pathways in patients with cutaneous melanoma. Pigment Cell Melanoma Res 2016; 30:13-27. [PMID: 27900851 DOI: 10.1111/pcmr.12544] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Accepted: 10/15/2016] [Indexed: 12/21/2022]
Abstract
Metastasis represents the end product of an elaborate biological process, which is determined by a complex interplay between metastatic tumour cells, host factors and homoeostatic mechanisms. Cutaneous melanoma can metastasize haematogenously or lymphogenously. The three predominant models that endeavour to explain the patterns of melanoma progression are the stepwise spread model, the simultaneous spread model and the model of differential spread. The time course to the development of metastases differs between the different metastatic routes. There are several clinical and histopathological risk factors for the different metastatic pathways. In particular, patient sex and the anatomical location of the primary tumour influence patterns of disease progression. There is limited existing evidence regarding the relationship between tumour mutation status, other diagnostic and prognostic biomarkers and the metastatic pathways of primary cutaneous melanoma. This knowledge gap needs to be addressed to better identify patients at high risk of disease recurrence and personalize surveillance strategies.
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Affiliation(s)
- Nikki R Adler
- Victorian Melanoma Service, Alfred Hospital, Melbourne, Vic, Australia.,School of Public Health and Preventive Medicine, Monash University, Alfred Hospital, Melbourne, Vic, Australia
| | - Andrew Haydon
- Victorian Melanoma Service, Alfred Hospital, Melbourne, Vic, Australia.,Department of Medical Oncology, Alfred Hospital, Melbourne, Vic, Australia
| | - Catriona A McLean
- Department of Anatomical Pathology, Alfred Hospital, Melbourne, Vic, Australia
| | - John W Kelly
- Victorian Melanoma Service, Alfred Hospital, Melbourne, Vic, Australia
| | - Victoria J Mar
- Victorian Melanoma Service, Alfred Hospital, Melbourne, Vic, Australia.,School of Public Health and Preventive Medicine, Monash University, Alfred Hospital, Melbourne, Vic, Australia.,Skin and Cancer Foundation, Carlton, Vic, Australia
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48
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Primary cross-resistance to BRAFV600E-, MEK1/2- and PI3K/mTOR-specific inhibitors in BRAF-mutant melanoma cells counteracted by dual pathway blockade. Oncotarget 2016; 7:3947-65. [PMID: 26678033 PMCID: PMC4826182 DOI: 10.18632/oncotarget.6600] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Accepted: 11/22/2015] [Indexed: 01/09/2023] Open
Abstract
Intrinsic cross-resistance to inhibition of different signaling pathways may hamper development of combinatorial treatments in melanoma, but the relative frequency of this phenotype and the strategies to overcome this hurdle remain poorly understood. Among 49 BRAF-mutant melanoma cell lines from patients not previously treated with target therapy, 21 (42.9%) showed strong primary resistance (IC50 > 1 μM) to a BRAFV600E inhibitor. Most of the BRAF-inhibitor-resistant cell lines showed also strong or intermediate cross-resistance to MEK1/2- and to PI3K/mTOR-specific inhibitors. Primary cross-resistance was confirmed in an independent set of 23 BRAF-mutant short-term melanoma cell cultures. MEK1/2 and PI3K/mTOR co-targeting was the most effective approach, compared to BRAF and PI3K/mTOR dual blockade, to counteract primary resistance to BRAF inhibition and the cross-resistant phenotype. This was shown by extensive drug interaction analysis, tumor growth inhibition assays in-vivo, p-ERK and p-AKT inhibition, promotion of melanoma apoptosis, apoptosis-related protein modulation, activation of effector caspases and selective modulation of genes involved in melanoma drug resistance and belonging to the ERK/MAPK and PI3K/AKT canonical pathways. Compared to co-targeting of mutant BRAF and PI3K/mTOR, the association of a MEK1/2 and a PI3K/mTOR inhibitor was more effective in the activation of Bax and of caspase-3 and in the induction of caspase-dependent melanoma apoptosis. Furthermore Bax silencing reduced the latter effects. These results suggest that intrinsic resistance to BRAF inhibition is frequently associated with primary cross-resistance to MEK and PI3K/mTOR blockade in BRAF-mutant melanoma and provide pre-clinical evidence for a combinatorial approach to counteract this phenotype.
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49
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Abstract
Cancer is driven by mutations in genes whose products participate in major signaling pathways that fuel cell proliferation and survival. It is easy to assume that the more of these so-called driver mutations a tumor accumulates, the faster it progresses. However, this does not appear to be the case: Data from large-scale genome sequencing studies indicate that mutations in driver oncogenes often are mutually exclusive. The mechanisms underlying the mutual exclusivity of oncogenes are not completely understood, but recent reports suggest that the mechanisms may depend on the tumor type, and the nature of interacting oncogenes. Here we discuss our recent findings that the oncogenes KRASG12D and BRAFV600E are mutually exclusive in lung cancer in mouse models because their coexpression leads to oncogene-induced senescence.
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Affiliation(s)
- Jaroslaw Cisowski
- a Sahlgrenska Cancer Center, Department of Molecular and Clinical Medicine, Institute of Medicine , University of Gothenburg , Gothenburg , Sweden
| | - Martin O Bergo
- a Sahlgrenska Cancer Center, Department of Molecular and Clinical Medicine, Institute of Medicine , University of Gothenburg , Gothenburg , Sweden.,b Department of Biosciences and Nutrition , Karolinska Institutet , Huddinge , Sweden
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50
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Wee EJ, Wang Y, Tsao SCH, Trau M. Simple, Sensitive and Accurate Multiplex Detection of Clinically Important Melanoma DNA Mutations in Circulating Tumour DNA with SERS Nanotags. Am J Cancer Res 2016; 6:1506-13. [PMID: 27446486 PMCID: PMC4955051 DOI: 10.7150/thno.15871] [Citation(s) in RCA: 92] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2016] [Accepted: 05/31/2016] [Indexed: 11/05/2022] Open
Abstract
Sensitive and accurate identification of specific DNA mutations can influence clinical decisions. However accurate diagnosis from limiting samples such as circulating tumour DNA (ctDNA) is challenging. Current approaches based on fluorescence such as quantitative PCR (qPCR) and more recently, droplet digital PCR (ddPCR) have limitations in multiplex detection, sensitivity and the need for expensive specialized equipment. Herein we describe an assay capitalizing on the multiplexing and sensitivity benefits of surface-enhanced Raman spectroscopy (SERS) with the simplicity of standard PCR to address the limitations of current approaches. This proof-of-concept method could reproducibly detect as few as 0.1% (10 copies, CV < 9%) of target sequences thus demonstrating the high sensitivity of the method. The method was then applied to specifically detect three important melanoma mutations in multiplex. Finally, the PCR/SERS assay was used to genotype cell lines and ctDNA from serum samples where results subsequently validated with ddPCR. With ddPCR-like sensitivity and accuracy yet at the convenience of standard PCR, we believe this multiplex PCR/SERS method could find wide applications in both diagnostics and research.
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