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Shebrain A, Idris OA, Jawad A, Zhang T, Xing Y. Advancements and Challenges in Personalized Therapy for BRAF-Mutant Melanoma: A Comprehensive Review. J Clin Med 2024; 13:5409. [PMID: 39336897 PMCID: PMC11432393 DOI: 10.3390/jcm13185409] [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: 08/10/2024] [Revised: 09/09/2024] [Accepted: 09/10/2024] [Indexed: 09/30/2024] Open
Abstract
Over the past several decades, advancements in the treatment of BRAF-mutant melanoma have led to the development of BRAF inhibitors, BRAF/MEK inhibitor combinations, anti-PD-1 therapy, and anti-CTLA4 therapy. Although these therapies have shown substantial efficacy in clinical trials, their sustained effectiveness is often challenged by the tumor microenvironment, which is a highly heterogeneous and complex milieu of immunosuppressive cells that affect tumor progression. The era of personalized medicine holds substantial promise for the tailoring of treatments to individual genetic profiles. However, tumor heterogeneity and immune evasion mechanisms contribute to the resistance to immunotherapy. Despite these challenges, tumor-infiltrating lymphocyte (TIL) therapy, as exemplified by lifileucel, has demonstrated notable efficacy against BRAF V600-mutant melanoma. Additionally, early response biomarkers, such as COX-2 and MMP2, along with FDG-PET imaging, offer the potential to improve personalized immunotherapy by predicting patient responses and determining the optimal treatment duration. Future efforts should focus on reducing the T-cell harvesting periods and costs associated with TIL therapy to enhance efficiency and accessibility.
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Affiliation(s)
- Abdulaziz Shebrain
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008, USA
| | - Omer A Idris
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008, USA
- Malate Institute for Medical Research, Malate Inc., P.O. Box 23, Grandville, MI 49468, USA
| | - Ali Jawad
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008, USA
| | - Tiantian Zhang
- Toni Stephenson Lymphoma Center, Department of Hematology and Hematopoietic Stem Cell Transplantation, Beckman Research Institute, City of Hope, Duarte, CA 91010, USA
| | - Yan Xing
- Department of Medical Oncology and Therapeutics Research, City of Hope, Duarte, CA 91010, USA
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2
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Kerkour T, Zhou C, Hollestein L, Mooyaart A. Genetic Concordance in Primary Cutaneous Melanoma and Matched Metastasis: A Systematic Review and Meta-Analysis. Int J Mol Sci 2023; 24:16281. [PMID: 38003476 PMCID: PMC10671327 DOI: 10.3390/ijms242216281] [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: 10/19/2023] [Revised: 11/10/2023] [Accepted: 11/12/2023] [Indexed: 11/26/2023] Open
Abstract
Studying primary melanoma and its corresponding metastasis has twofold benefits. Firstly, to better understand tumor biology, and secondly, to determine which sample should be examined in assessing drug targets. This study systematically analyzed all the literature on primary melanoma and its matched metastasis. Following PRISMA guidelines, we searched multiple medical databases for relevant publications from January 2000 to December 2022, assessed the quality of the primary-level studies using the QUIPS tool, and summarized the concordance rate of the most reported genes using the random-effects model. Finally, we evaluated the inter-study heterogeneity using the subgroup analysis. Thirty-one studies investigated the concordance of BRAF and NRAS in 1220 and 629 patients, respectively. The pooled concordance rate was 89.4% [95% CI: 84.5; 93.5] for BRAF and 97.8% [95% CI: 95.8; 99.4] for NRAS. When high-quality studies were considered, only BRAF mutation status consistency increased. Five studies reported the concordance status of c-KIT (93%, 44 patients) and TERT promoter (64%, 53 patients). Lastly, three studies analyzed the concordance of cancer genes involved in the signaling pathways, apoptosis, and proliferation, such as CDKN2A (25%, four patients), TP53 (44%, nine patients), and PIK3CA (20%, five patients). Our study found that the concordance of known drug targets (mainly BRAF) during melanoma progression is higher than in previous meta-analyses, likely due to advances in molecular techniques. Furthermore, significant heterogeneity exists in the genes involved in the melanoma genetic makeup; although our results are based on small patient samples, more research is necessary for validation.
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Affiliation(s)
- Thamila Kerkour
- Department of Dermatology, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands; (T.K.); (C.Z.); (L.H.)
| | - Catherine Zhou
- Department of Dermatology, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands; (T.K.); (C.Z.); (L.H.)
| | - Loes Hollestein
- Department of Dermatology, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands; (T.K.); (C.Z.); (L.H.)
| | - Antien Mooyaart
- Department of Pathology, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands
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3
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Yamamoto S, Kuriyama H, Kashiwada-Nakamura K, Kajihara I, Makino K, Aoi J, Miyashita A, Yoshida C, Kubo Y, Fukushima S. A case of unknown primary melanoma detected with a BRAF gene mutation from a pleural fluid cell block. J Dermatol 2023; 50:e305-e306. [PMID: 37088959 DOI: 10.1111/1346-8138.16812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 04/04/2023] [Accepted: 04/10/2023] [Indexed: 04/25/2023]
Affiliation(s)
- Sotaro Yamamoto
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Haruka Kuriyama
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Kayo Kashiwada-Nakamura
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Ikko Kajihara
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Katsunari Makino
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Jun Aoi
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Azusa Miyashita
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Chieko Yoshida
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Yosuke Kubo
- Department of Dermatology, Kumamoto Red Cross Hospital, Kumamoto, Japan
| | - Satoshi Fukushima
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
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4
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Kohtamäki L, Leivonen SK, Mäkelä S, Juteau S, Leppä S, Hernberg M. Intra-patient evolution of tumor microenvironment in the pathogenesis of treatment-naïve metastatic melanoma patients. Acta Oncol 2023; 62:1008-1013. [PMID: 37624703 DOI: 10.1080/0284186x.2023.2248371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 08/09/2023] [Indexed: 08/27/2023]
Affiliation(s)
- Laura Kohtamäki
- Department of Oncology, Helsinki University Hospital, Comprehensive Cancer Center, University of Helsinki, Finland
| | | | - Siru Mäkelä
- Department of Oncology, Helsinki University Hospital, Comprehensive Cancer Center, University of Helsinki, Finland
| | | | - Sirpa Leppä
- Department of Oncology, Helsinki University Hospital, Comprehensive Cancer Center, University of Helsinki, Finland
- Research Programs Unit, University of Helsinki, Helsinki, Finland
| | - Micaela Hernberg
- Department of Oncology, Helsinki University Hospital, Comprehensive Cancer Center, University of Helsinki, Finland
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5
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Fitzgerald S, Blenkiron C, Stephens R, Mathy JA, Somers-Edgar T, Rolfe G, Martin R, Jackson C, Eccles M, Robb T, Rodger E, Lawrence B, Guilford P, Lasham A, Print CG. Dynamic ctDNA Mutational Complexity in Patients with Melanoma Receiving Immunotherapy. Mol Diagn Ther 2023; 27:537-550. [PMID: 37099071 PMCID: PMC10131510 DOI: 10.1007/s40291-023-00651-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/04/2023] [Indexed: 04/27/2023]
Abstract
BACKGROUND Circulating tumour DNA (ctDNA) analysis promises to improve the clinical care of people with cancer, address health inequities and guide translational research. This observational cohort study used ctDNA to follow 29 patients with advanced-stage cutaneous melanoma through multiple cycles of immunotherapy. METHOD A melanoma-specific ctDNA next-generation sequencing (NGS) panel, droplet digital polymerase chain reaction (ddPCR) and mass spectrometry analysis were used to identify ctDNA mutations in longitudinal blood plasma samples from Aotearoa New Zealand (NZ) patients receiving immunotherapy for melanoma. These technologies were used in conjunction to identify the breadth and complexity of tumour genomic information that ctDNA analysis can reliably report. RESULTS During the course of immunotherapy treatment, a high level of dynamic mutational complexity was identified in blood plasma, including multiple BRAF mutations in the same patient, clinically relevant BRAF mutations emerging through therapy and co-occurring sub-clonal BRAF and NRAS mutations. The technical validity of this ctDNA analysis was supported by high sample analysis-reanalysis concordance, as well as concordance between different ctDNA measurement technologies. In addition, we observed > 90% concordance in the detection of ctDNA when using cell-stabilising collection tubes followed by 7-day delayed processing, compared with standard EDTA blood collection protocols with rapid processing. We also found that the undetectability of ctDNA at a proportion of treatment cycles was associated with durable clinical benefit (DCB). CONCLUSION We found that multiple ctDNA processing and analysis methods consistently identified complex longitudinal patterns of clinically relevant mutations, adding support for expanded clinical trials of this technology in a variety of oncology settings.
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Affiliation(s)
- Sandra Fitzgerald
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand
- Maurice Wilkins Centre, Auckland, New Zealand
| | - Cherie Blenkiron
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand
- Maurice Wilkins Centre, Auckland, New Zealand
| | - Rosalie Stephens
- Cancer and Blood Service, Te Whatu Ora Te Toka Tumai (previously Auckland City Hospital), Auckland, New Zealand
| | - Jon A Mathy
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand
- Te Whatu Ora Counties Manukau Health, Auckland, New Zealand
| | - Tiffany Somers-Edgar
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand
- Te Whatu Ora Counties Manukau Health, Auckland, New Zealand
| | | | - Richard Martin
- Te Whatu Ora Wāitemata (previously Waitemata District Health Board, New Zealand), Auckland, New Zealand
| | - Christopher Jackson
- Te Whatu Ora Southern (previously Southern District Health Board, New Zealand), Dunedin, New Zealand
| | - Michael Eccles
- Maurice Wilkins Centre, Auckland, New Zealand
- University of Otago, Dunedin, New Zealand
| | - Tamsin Robb
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand
- Maurice Wilkins Centre, Auckland, New Zealand
| | - Euan Rodger
- Maurice Wilkins Centre, Auckland, New Zealand
- University of Otago, Dunedin, New Zealand
| | - Ben Lawrence
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand
- Maurice Wilkins Centre, Auckland, New Zealand
- Cancer and Blood Service, Te Whatu Ora Te Toka Tumai (previously Auckland City Hospital), Auckland, New Zealand
| | | | - Annette Lasham
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand
- Maurice Wilkins Centre, Auckland, New Zealand
| | - Cristin G Print
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand.
- Maurice Wilkins Centre, Auckland, New Zealand.
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Nielsen PS, Georgsen JB, Vinding MS, Østergaard LR, Steiniche T. Computer-Assisted Annotation of Digital H&E/SOX10 Dual Stains Generates High-Performing Convolutional Neural Network for Calculating Tumor Burden in H&E-Stained Cutaneous Melanoma. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14327. [PMID: 36361209 PMCID: PMC9654525 DOI: 10.3390/ijerph192114327] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 10/07/2022] [Accepted: 10/26/2022] [Indexed: 06/16/2023]
Abstract
Deep learning for the analysis of H&E stains requires a large annotated training set. This may form a labor-intensive task involving highly skilled pathologists. We aimed to optimize and evaluate computer-assisted annotation based on digital dual stains of the same tissue section. H&E stains of primary and metastatic melanoma (N = 77) were digitized, re-stained with SOX10, and re-scanned. Because images were aligned, annotations of SOX10 image analysis were directly transferred to H&E stains of the training set. Based on 1,221,367 annotated nuclei, a convolutional neural network for calculating tumor burden (CNNTB) was developed. For primary melanomas, precision of annotation was 100% (95%CI, 99% to 100%) for tumor cells and 99% (95%CI, 98% to 100%) for normal cells. Due to low or missing tumor-cell SOX10 positivity, precision for normal cells was markedly reduced in lymph-node and organ metastases compared with primary melanomas (p < 0.001). Compared with stereological counts within skin lesions, mean difference in tumor burden was 6% (95%CI, -1% to 13%, p = 0.10) for CNNTB and 16% (95%CI, 4% to 28%, p = 0.02) for pathologists. Conclusively, the technique produced a large annotated H&E training set with high quality within a reasonable timeframe for primary melanomas and subcutaneous metastases. For these lesion types, the training set generated a high-performing CNNTB, which was superior to the routine assessments of pathologists.
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Affiliation(s)
- Patricia Switten Nielsen
- Department of Pathology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 35, DK-8200 Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 82, DK-8200 Aarhus, Denmark
| | - Jeanette Baehr Georgsen
- Department of Pathology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 35, DK-8200 Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 82, DK-8200 Aarhus, Denmark
| | - Mads Sloth Vinding
- Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 82, DK-8200 Aarhus, Denmark
- Center of Functionally Integrative Neuroscience, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, DK-8200 Aarhus, Denmark
| | - Lasse Riis Østergaard
- Department of Health Science and Technology, Aalborg University, Fredrik Bajers Vej 7E, DK-9220 Aalborg, Denmark
| | - Torben Steiniche
- Department of Pathology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 35, DK-8200 Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 82, DK-8200 Aarhus, Denmark
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7
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Celesia A, Notaro A, Franzò M, Lauricella M, D’Anneo A, Carlisi D, Giuliano M, Emanuele S. The Histone Deacetylase Inhibitor ITF2357 (Givinostat) Targets Oncogenic BRAF in Melanoma Cells and Promotes a Switch from Pro-Survival Autophagy to Apoptosis. Biomedicines 2022; 10:biomedicines10081994. [PMID: 36009541 PMCID: PMC9405675 DOI: 10.3390/biomedicines10081994] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 08/09/2022] [Accepted: 08/12/2022] [Indexed: 11/16/2022] Open
Abstract
Histone deacetylase inhibitors (HDACI) are epigenetic compounds that have been widely considered very promising antitumor agents. Here, we focus on the effects of the pan-HDAC inhibitor ITF2357 (Givinostat) in comparison with SAHA (Vorinostat) in melanoma cells bearing BRAF V600E oncogenic mutation. Our results indicate both ITF2357 and SAHA dose-dependently reduce the viability of BRAF-mutated SK-MEL-28 and A375 melanoma cells. The comparison of IC50 values revealed that ITF2357 was much more effective than SAHA. Interestingly, both inhibitors markedly decreased oncogenic BRAF protein expression levels, ITF2357 being the most effective compound. Moreover, the BRAF decrease induced by ITF2357 was accompanied by a decrease in the level of phospho-ERK1/2. The inhibitor of upstream MEK activity, U0126, reduced ERK1/2 phosphorylation and dramatically potentiated the antitumor effect of ITF2357, exacerbating the reduction in the BRAF level. ITF2357 stimulated an early pro-survival autophagic response, which was followed by apoptosis, as indicated by apoptotic markers evaluation and the protective effects exerted by the pan-caspase inhibitor z-VADfmk. Overall, our data indicate for the first time that ITF2357 targets oncogenic BRAF in melanoma cells and induces a switch from autophagy to classic apoptosis, thus representing a possible candidate in melanoma targeted therapy.
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Affiliation(s)
- Adriana Celesia
- Department of Biomedicine, Neurosciences and Advanced Diagnostics (BIND), Biochemistry Building, University of Palermo, 90127 Palermo, Italy
| | - Antonietta Notaro
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), Laboratory of Biochemistry, University of Palermo, 90127 Palermo, Italy
| | - Marzia Franzò
- Department of Biomedicine, Neurosciences and Advanced Diagnostics (BIND), Biochemistry Building, University of Palermo, 90127 Palermo, Italy
| | - Marianna Lauricella
- Department of Biomedicine, Neurosciences and Advanced Diagnostics (BIND), Biochemistry Building, University of Palermo, 90127 Palermo, Italy
| | - Antonella D’Anneo
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), Laboratory of Biochemistry, University of Palermo, 90127 Palermo, Italy
| | - Daniela Carlisi
- Department of Biomedicine, Neurosciences and Advanced Diagnostics (BIND), Biochemistry Building, University of Palermo, 90127 Palermo, Italy
| | - Michela Giuliano
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), Laboratory of Biochemistry, University of Palermo, 90127 Palermo, Italy
- Correspondence: (M.G.); (S.E.)
| | - Sonia Emanuele
- Department of Biomedicine, Neurosciences and Advanced Diagnostics (BIND), Biochemistry Building, University of Palermo, 90127 Palermo, Italy
- Correspondence: (M.G.); (S.E.)
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Garbe C, Amaral T, Peris K, Hauschild A, Arenberger P, Basset-Seguin N, Bastholt L, Bataille V, Del Marmol V, Dréno B, Fargnoli MC, Forsea AM, Grob JJ, Höller C, Kaufmann R, Kelleners-Smeets N, Lallas A, Lebbé C, Lytvynenko B, Malvehy J, Moreno-Ramirez D, Nathan P, Pellacani G, Saiag P, Stratigos AJ, Van Akkooi ACJ, Vieira R, Zalaudek I, Lorigan P. European consensus-based interdisciplinary guideline for melanoma. Part 1: Diagnostics: Update 2022. Eur J Cancer 2022; 170:236-255. [PMID: 35570085 DOI: 10.1016/j.ejca.2022.03.008] [Citation(s) in RCA: 104] [Impact Index Per Article: 52.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 03/10/2022] [Indexed: 01/02/2023]
Abstract
Cutaneous melanoma (CM) is potentially the most dangerous form of skin tumor and causes 90% of skin cancer mortality. A unique collaboration of multi-disciplinary experts from the European Dermatology Forum (EDF), the European Association of Dermato-Oncology (EADO) and the European Organization for Research and Treatment of Cancer (EORTC) was formed to make recommendations on CM diagnosis and treatment, based on systematic literature reviews and the experts' experience. The diagnosis of melanoma can be made clinically and shall always be confirmed with dermatoscopy. If a melanoma is suspected, a histopathological examination is always required. Sequential digital dermatoscopy and full body photography can be used in high-risk patients to improve the detection of early melanoma. Where available, confocal reflectance microscopy can also improve clinical diagnosis in special cases. Melanoma shall be classified according to the 8th version of the American Joint Committee on Cancer classification. Thin melanomas up to 0.8 mm tumor thickness do not require further imaging diagnostics. From stage IB onwards, examinations with lymph node sonography are recommended, but no further imaging examinations. From stage IIC onwards whole-body examinations with computed tomography (CT) or positron emission tomography CT (PET-CT) in combination with brain magnetic resonance imaging are recommended. From stage III and higher, mutation testing is recommended, particularly for BRAF V600 mutation. It is important to provide a structured follow-up to detect relapses and secondary primary melanomas as early as possible. There is no evidence to define the frequency and extent of examinations. A stage-based follow-up scheme is proposed which, according to the experience of the guideline group, covers the optimal requirements, but further studies may be considered. This guideline is valid until the end of 2024.
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Affiliation(s)
- Claus Garbe
- Center for Dermatooncology, Department of Dermatology, Eberhard Karls University, Tuebingen, Germany.
| | - Teresa Amaral
- Center for Dermatooncology, Department of Dermatology, Eberhard Karls University, Tuebingen, Germany
| | - Ketty Peris
- Institute of Dermatology, Università Cattolica, Rome, Italy; Fondazione Policlinico Universitario A. Gemelli - IRCCS, Rome, Italy
| | - Axel Hauschild
- Department of Dermatology, University Hospital Schleswig-Holstein (UKSH), Campus Kiel, Kiel, Germany
| | - Petr Arenberger
- Department of Dermatovenereology, Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Nicole Basset-Seguin
- Université Paris Cite, AP-HP Department of Dermatology INSERM U 976 Hôpital Saint Louis Paris France
| | - Lars Bastholt
- Department of Oncology, Odense University Hospital, Denmark
| | - Veronique Bataille
- Twin Research and Genetic Epidemiology Unit, School of Basic & Medical Biosciences, King's College London, London, SE1 7EH, UK
| | - Veronique Del Marmol
- Department of Dermatology, Erasme Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Brigitte Dréno
- Dermatology Department, CHU Nantes, CIC 1413, CRCINA, University Nantes, Nantes, France
| | - Maria C Fargnoli
- Dermatology, Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Ana-Maria Forsea
- Dermatology Department, Elias University Hospital, Carol Davila University of Medicine and Pharmacy Bucharest, Romania
| | | | - Christoph Höller
- Department of Dermatology, Medical University of Vienna, Austria
| | - Roland Kaufmann
- Department of Dermatology, Venereology and Allergology, Frankfurt University Hospital, Frankfurt, Germany
| | - Nicole Kelleners-Smeets
- Department of Dermatology, Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Aimilios Lallas
- First Department of Dermatology, Aristotle University, Thessaloniki, Greece
| | - Celeste Lebbé
- Université Paris Cite, AP-HP Department of Dermatology INSERM U 976 Hôpital Saint Louis Paris France
| | - Bohdan Lytvynenko
- Shupyk National Medical Academy of Postgraduate Education, Kiev, Ukraine
| | - Josep Malvehy
- Melanoma Unit, Department of Dermatology, Hospital Clinic, IDIBAPS, Barcelona, Spain
| | - David Moreno-Ramirez
- Medical-&-Surgical Dermatology Service, Hospital Universitario Virgen Macarena, Sevilla, Spain
| | - Paul Nathan
- Mount-Vernon Cancer Centre, Northwood United Kingdom
| | | | - Philippe Saiag
- University Department of Dermatology, Université de Versailles-Saint Quentin en Yvelines, APHP, Boulogne, France
| | - Alexander J Stratigos
- 1st Department of Dermatology, University of Athens School of Medicine, Andreas Sygros Hospital, Athens, Greece
| | - Alexander C J Van Akkooi
- Melanoma Institute Australia, The University of Sydney, Royal North Shore and Mater Hospitals, Sydney, New South Wales, Australia
| | - Ricardo Vieira
- Department of Dermatology and Venereology, Centro Hospitalar Universitário de Coimbra, Coimbra, Portugal
| | - Iris Zalaudek
- Dermatology Clinic, Maggiore Hospital, University of Trieste, Trieste, Italy
| | - Paul Lorigan
- The University of Manchester, Oxford Rd, Manchester, M13 9PL, UK
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9
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Tachibana K, Goto K, Kukita Y, Honma K, Isei T, Sugihara S, Taniguchi K, Yamasaki O. BRAF Immunoexpression Can Be Intralesionally Heterogeneous but BRAF V600E Mutation Status Is Intralesionally Homogeneous and Interlesionally Concordant in Melanoma: A Study of 140 Lesions From 98 Patients. Am J Dermatopathol 2022; 44:478-487. [PMID: 35120030 DOI: 10.1097/dad.0000000000002146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
ABSTRACT This study sought to confirm the homogeneity of BRAF V600E mutation status in melanoma. BRAF immunohistochemistry was performed on 102 lesions from 60 patients of melanoma with BRAF V600E mutation and 38 negative-control melanoma lesions from 38 patients, both of which were confirmed by real-time PCR or the MassARRAY System. In the positive-control lesions, 9 lesions from 7 patients with preceding BRAF-inhibitor therapy were included. Of the 102 BRAF-mutant lesions, 101 (99.0%) showed diffuse BRAF immunoexpression, but 39 (38.2%) of them showed various heterogeneous intensities. The heterogeneous intensity of immunostaining was due to necrosis (n = 10), minimal or clear cytoplasm (n = 5), tissue crush (n = 8), insufficient fixation (n = 24), or technical error (n = 4). Only 1 lesion (1.0%) with nondiffuse immunoexpression harbored 80% weakly BRAF-positive tumor area and 20% BRAF-negative area with tissue damage. Sanger sequencing performed on the weak or negative regions in 7 lesions revealed BRAF V600E mutation in all the tested lesions. By contrast, all 38 negative-control lesions demonstrated no BRAF immunoexpression. This study demonstrated intralesional homogeneity and interlesional concordance for BRAF V600E mutation status and intralesional frequent heterogeneity for BRAF immunoexpression. The abovementioned 5 phenomena caused substantial reduction in BRAF immunostaining intensity. In 9 lesions within this study, BRAF immunoexpression and BRAF V600E point mutation status were not affected by preceding BRAF inhibitor therapy. Our data would also support the position that it does not matter whether we select primary or metastatic samples for BRAF mutation analysis.
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Affiliation(s)
- Kota Tachibana
- Department of Dermatologic Oncology, Osaka International Cancer Institute, Osaka, Japan
- Department of Diagnostic Pathology and Cytology, Osaka International Cancer Institute, Osaka, Japan
- Department of Dermatology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
- Melanoma Center, Okayama University Hospital, Okayama, Japan
| | - Keisuke Goto
- Department of Diagnostic Pathology and Cytology, Osaka International Cancer Institute, Osaka, Japan
- Department of Pathology, Tokyo Metropolitan Cancer and Infectious Disease Center Komagome Hospital, Tokyo, Japan
- Department of Pathology, Itabashi Central Clinical Laboratory, Tokyo, Japan
- Department of Anatomic Pathology, Tokyo Medical University, Tokyo, Japan
- Department of Diagnostic Pathology, Shizuoka Cancer Center Hospital, Sunto, Japan
- Department of Clinical Laboratory and Diagnostic Pathology, Osaka National Hospital, Osaka, Japan
- Department of Dermatology, Hyogo Cancer Center, Akashi, Japan
| | - Yoji Kukita
- Laboratory of Genomic Pathology, Research Center, Osaka International Cancer Institute, Osaka, Japan; and
| | - Keiichiro Honma
- Department of Diagnostic Pathology and Cytology, Osaka International Cancer Institute, Osaka, Japan
| | - Taiki Isei
- Department of Dermatologic Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Satoru Sugihara
- Department of Dermatology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
- Melanoma Center, Okayama University Hospital, Okayama, Japan
| | - Kohei Taniguchi
- Department of Pathology, Okayama University Hospital, Okayama, Japan
| | - Osamu Yamasaki
- Department of Dermatology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
- Melanoma Center, Okayama University Hospital, Okayama, Japan
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10
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Alvarez-Breckenridge C, Remon J, Piña Y, Nieblas-Bedolla E, Forsyth P, Hendriks L, Brastianos PK. Emerging Systemic Treatment Perspectives on Brain Metastases: Moving Toward a Better Outlook for Patients. Am Soc Clin Oncol Educ Book 2022; 42:1-19. [PMID: 35522917 DOI: 10.1200/edbk_352320] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The diagnosis of brain metastases has historically been a dreaded, end-stage complication of systemic disease. Additionally, with the increasing effectiveness of systemic therapies that prolong life expectancy and improved imaging tools, the incidence of intracranial progression is becoming more common. Within this context, there has been increasing attention directed at understanding the molecular underpinnings of intracranial progression. Exploring the unique features of brain metastases compared with their extracranial counterparts to identify aberrant signaling pathways, which can be targeted pharmacologically, may help lead to new treatments for this patient population. Additionally, critical discoveries outside the sphere of the central nervous system are increasingly being applied to brain metastases with the emergence of immune checkpoint inhibition, becoming a prevalent treatment option for patients with brain metastases across multiple histologies. As novel treatment strategies are considered, they require thoughtful incorporation of agents that can cross the blood-brain barrier and can synergize with pre-existing agents through rational combinations. Lastly, as clinicians and scientists continue to understand key molecular features of these tumors, they will continue to influence the treatment algorithms that are developing for the management of these patients. Due to the complexity of treatment decisions for patients with brain metastases, an emerging tool is the utilization of multidisciplinary brain metastasis tumor boards to ensure optimal treatment decisions are made and that patients are provided access to applicable clinical trials. Looking to the future, the collective effort to understand the various tumor-intrinsic and tumor-extrinsic factors that promote central nervous system seeding and propagation will have the potential to change the clinical trajectory for these patients.
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Affiliation(s)
| | - Jordi Remon
- Department of Medical Oncology, HM CIOCC Barcelona (Centro Integral Oncológico Clara Campal), Hospital HM Delfos, HM Hospitales, Barcelona, Spain
| | - Yolanda Piña
- Department of Neuro-Oncology, H. Lee Moffitt Cancer Center and Research Institute, University of South Florida, Tampa, FL
| | | | - Peter Forsyth
- Department of Neuro-Oncology, H. Lee Moffitt Cancer Center and Research Institute, University of South Florida, Tampa, FL
| | - Lizza Hendriks
- Department of Pulmonary Diseases - GROW School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, Netherlands
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11
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Shen E, Van Swearingen AED, Price MJ, Bulsara K, Verhaak RGW, Baëta C, Painter BD, Reitman ZJ, Salama AKS, Clarke JM, Anders CK, Fecci PE, Goodwin CR, Walsh KM. A Need for More Molecular Profiling in Brain Metastases. Front Oncol 2022; 11:785064. [PMID: 35145903 PMCID: PMC8821807 DOI: 10.3389/fonc.2021.785064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 12/22/2021] [Indexed: 11/13/2022] Open
Abstract
As local disease control improves, the public health impact of brain metastases (BrM) continues to grow. Molecular features are frequently different between primary and metastatic tumors as a result of clonal evolution during neoplasm migration, selective pressures imposed by systemic treatments, and differences in the local microenvironment. However, biomarker information in BrM is not routinely obtained despite emerging evidence of its clinical value. We review evidence of discordance in clinically actionable biomarkers between primary tumors, extracranial metastases, and BrM. Although BrM biopsy/resection imposes clinical risks, these risks must be weighed against the potential benefits of assessing biomarkers in BrM. First, new treatment targets unique to a patient's BrM may be identified. Second, as BrM may occur late in a patient's disease course, resistance to initial targeted therapies and/or loss of previously identified biomarkers can occur by the time of occult BrM, rendering initial and other targeted therapies ineffective. Thus, current biomarker data can inform real-time treatment options. Third, biomarker information in BrM may provide useful prognostic information for patients. Appreciating the importance of biomarker analyses in BrM tissue, including how it may identify specific drivers of BrM, is critical for the development of more effective treatment strategies to improve outcomes for this growing patient population.
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Affiliation(s)
- Erica Shen
- Division of Neurosurgery, Department of Surgery, University of Connecticut, Farmington, CT, United States
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, United States
| | - Amanda E. D. Van Swearingen
- Division of Medical Oncology, Department of Medicine, Duke University Medical Center, Durham, NC, United States
- Duke Center for Brain and Spine Metastasis, Duke Cancer Institute, Duke University Medical Center, Durham, NC, United States
| | - Meghan J. Price
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, United States
| | - Ketan Bulsara
- Division of Neurosurgery, Department of Surgery, University of Connecticut, Farmington, CT, United States
| | - Roeland G. W. Verhaak
- Division of Neurosurgery, Department of Surgery, University of Connecticut, Farmington, CT, United States
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, United States
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam Universitair Medische Centra (UMC), Vrije Universiteit Amsterdam (VU) University Medical Center (VUmc), Amsterdam, Netherlands
| | - César Baëta
- Duke Center for Brain and Spine Metastasis, Duke Cancer Institute, Duke University Medical Center, Durham, NC, United States
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, United States
| | - Brice D. Painter
- Duke Center for Brain and Spine Metastasis, Duke Cancer Institute, Duke University Medical Center, Durham, NC, United States
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, United States
| | - Zachary J. Reitman
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, United States
- Department of Radiation Oncology, Duke University Medical Center, Durham, NC, United States
| | - April K. S. Salama
- Division of Medical Oncology, Department of Medicine, Duke University Medical Center, Durham, NC, United States
- Duke Center for Brain and Spine Metastasis, Duke Cancer Institute, Duke University Medical Center, Durham, NC, United States
| | - Jeffrey M. Clarke
- Division of Medical Oncology, Department of Medicine, Duke University Medical Center, Durham, NC, United States
- Duke Center for Brain and Spine Metastasis, Duke Cancer Institute, Duke University Medical Center, Durham, NC, United States
| | - Carey K. Anders
- Division of Medical Oncology, Department of Medicine, Duke University Medical Center, Durham, NC, United States
- Duke Center for Brain and Spine Metastasis, Duke Cancer Institute, Duke University Medical Center, Durham, NC, United States
| | - Peter E. Fecci
- Duke Center for Brain and Spine Metastasis, Duke Cancer Institute, Duke University Medical Center, Durham, NC, United States
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, United States
| | - C. Rory Goodwin
- Duke Center for Brain and Spine Metastasis, Duke Cancer Institute, Duke University Medical Center, Durham, NC, United States
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, United States
| | - Kyle M. Walsh
- Duke Center for Brain and Spine Metastasis, Duke Cancer Institute, Duke University Medical Center, Durham, NC, United States
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, United States
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12
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Falkenius J, Keskitalo J, Kanter L, Johansson H, Höiom V, Hansson J, Egyhazi Brage S. A biomarker panel predicts recurrence-free survival in ulcerated primary cutaneous melanoma. Acta Oncol 2022; 61:14-21. [PMID: 34694198 DOI: 10.1080/0284186x.2021.1989719] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
BACKGROUND Ulceration is an independent adverse prognostic factor in cutaneous malignant melanoma (CMM). There is, however, a need for additional prognostic markers to identify patients with ulcerated stage I-II CMM who have a high-risk for recurrence. The aim of this study was to examine the prognostic impact of BRAF mutation, proliferation and presence of tumour infiltrating lymphocytes (TILs) in primary ulcerated CMM. MATERIAL AND METHODS We have used a consecutive cohort consisting of 71 primary ulcerated CMM (T1b-T4b). BRAF mutation was detected using Cobas test and pyrosequencing. Protein expression of the proliferation marker Ki67 was analysed using immunohistochemistry. Presence of TILs was evaluated in representative hematoxylin-eosin stained formalin-fixed paraffin-embedded tumour sections. RESULTS Proportion of BRAF mutated alleles, proliferation and presence of TILs all had a statistically significant impact on recurrence free survival in univariate analyses (HR 2.44, 95% CI 1.23-4.84, p = 0.011; HR 2.66, 95% CI 1.32-5.35, p = 0.006 respectively HR 0.48, 95% CI 0.24-0.98, p = 0.045). A trend test found a statistically significant decrease in the proportion of recurrence by including the three favourable factors (BRAF wildtype/low proportion of BRAF mutated alleles, low proliferation and high presence of TILs) (p = 0.0004). When at least two out of three factors were present there was a statistically significant association with longer recurrence free survival in the multivariate analysis (HR 0.30, 95% CI 0.15-0.61, p = 0.001) when adjusted for Breslow thickness, an established independent prognostic marker for CMM. CONCLUSION Thus, this panel of markers could be an interesting novel concept for predicting the clinical outcome in patients with high-risk stage I-II ulcerated CMM.
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Affiliation(s)
- Johan Falkenius
- Department of Oncology-Pathology, Karolinska Institutet, Bioclinicum, Karolinska University Hospital, Stockholm, Sweden
| | - Johanna Keskitalo
- Department of Oncology-Pathology, Karolinska Institutet, Bioclinicum, Karolinska University Hospital, Stockholm, Sweden
| | - Lena Kanter
- Department of Oncology-Pathology, Karolinska Institutet, Bioclinicum, Karolinska University Hospital, Stockholm, Sweden
| | - Hemming Johansson
- Department of Oncology-Pathology, Karolinska Institutet, Bioclinicum, Karolinska University Hospital, Stockholm, Sweden
| | - Veronica Höiom
- Department of Oncology-Pathology, Karolinska Institutet, Bioclinicum, Karolinska University Hospital, Stockholm, Sweden
| | - Johan Hansson
- Department of Oncology-Pathology, Karolinska Institutet, Bioclinicum, Karolinska University Hospital, Stockholm, Sweden
| | - Suzanne Egyhazi Brage
- Department of Oncology-Pathology, Karolinska Institutet, Bioclinicum, Karolinska University Hospital, Stockholm, Sweden
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13
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Cherepakhin OS, Argenyi ZB, Moshiri AS. Genomic and Transcriptomic Underpinnings of Melanoma Genesis, Progression, and Metastasis. Cancers (Basel) 2021; 14:123. [PMID: 35008286 PMCID: PMC8750021 DOI: 10.3390/cancers14010123] [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: 10/25/2021] [Revised: 12/09/2021] [Accepted: 12/13/2021] [Indexed: 12/13/2022] Open
Abstract
Melanoma is a deadly skin cancer with rapidly increasing incidence worldwide. The discovery of the genetic drivers of melanomagenesis in the last decade has led the World Health Organization to reclassify melanoma subtypes by their molecular pathways rather than traditional clinical and histopathologic features. Despite this significant advance, the genomic and transcriptomic drivers of metastatic progression are less well characterized. This review describes the known molecular pathways of cutaneous and uveal melanoma progression, highlights recently identified pathways and mediators of metastasis, and touches on the influence of the tumor microenvironment on metastatic progression and treatment resistance. While targeted therapies and immune checkpoint blockade have significantly aided in the treatment of advanced disease, acquired drug resistance remains an unfortunately common problem, and there is still a great need to identify potential prognostic markers and novel therapeutic targets to aid in such cases.
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Affiliation(s)
| | - Zsolt B. Argenyi
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA 98195, USA;
| | - Ata S. Moshiri
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA 98195, USA;
- Division of Dermatology, Department of Medicine, University of Washington, Seattle, WA 98195, USA
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14
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Meißner AK, Gutsche R, Galldiks N, Kocher M, Jünger ST, Eich ML, Montesinos-Rongen M, Brunn A, Deckert M, Wendl C, Dietmaier W, Goldbrunner R, Ruge MI, Mauch C, Schmidt NO, Proescholdt M, Grau S, Lohmann P. Radiomics for the noninvasive prediction of the BRAF mutation status in patients with melanoma brain metastases. Neuro Oncol 2021; 24:1331-1340. [PMID: 34935978 PMCID: PMC9340614 DOI: 10.1093/neuonc/noab294] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND The BRAF V600E mutation is present in approximately 50% of patients with melanoma brain metastases and an important prerequisite for response to targeted therapies, particularly BRAF inhibitors. As heterogeneity in terms of BRAF mutation status may occur in melanoma patients, a wild-type extracranial primary tumor does not necessarily rule out a targetable mutation in brain metastases using BRAF inhibitors. We evaluated the potential of MRI radiomics for a noninvasive prediction of the intracranial BRAF mutation status. METHODS Fifty-nine patients with melanoma brain metastases from two university brain tumor centers (group 1, 45 patients; group 2, 14 patients) underwent tumor resection with subsequent genetic analysis of the intracranial BRAF mutation status. Preoperative contrast-enhanced MRI was manually segmented and analyzed. Group 1 was used for model training and validation, group 2 for model testing. After radiomics feature extraction, a test-retest analysis was performed to identify robust features prior to feature selection. Finally, the best performing radiomics model was applied to the test data. Diagnostic performances were evaluated using receiver operating characteristic (ROC) analyses. RESULTS Twenty-two of 45 patients (49%) in group 1, and 8 of 14 patients (57%) in group 2 had an intracranial BRAF V600E mutation. A linear support vector machine classifier using a six-parameter radiomics signature yielded an area under the ROC curve of 0.92 (sensitivity, 83%; specificity, 88%) in the test data. CONCLUSIONS The developed radiomics classifier allows a noninvasive prediction of the intracranial BRAF V600E mutation status in patients with melanoma brain metastases with high diagnostic performance.
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Affiliation(s)
| | | | | | - Martin Kocher
- Institute of Neuroscience and Medicine (INM-3, -4), Research Center Juelich, Juelich, Germany,Center for Neurosurgery, Department of Stereotactic and Functional Neurosurgery, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Stephanie T Jünger
- Center for Neurosurgery, Department of General Neurosurgery, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Marie-Lisa Eich
- Department of Pathology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Manuel Montesinos-Rongen
- Institute of Neuropathology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Anna Brunn
- Institute of Neuropathology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Martina Deckert
- Center for Integrated Oncology (CIO), Universities of Aachen, Bonn, Cologne and Duesseldorf, Cologne, Germany,Institute of Neuropathology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Christina Wendl
- Department of Radiology and Division of Neuroradiology, University Hospital Regensburg, Regensburg, Germany
| | - Wolfgang Dietmaier
- Institute of Pathology and Molecular Pathology Diagnostic Unit, University Hospital Regensburg, Regensburg, Germany
| | - Roland Goldbrunner
- Center for Neurosurgery, Department of General Neurosurgery, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany,Center for Integrated Oncology (CIO), Universities of Aachen, Bonn, Cologne and Duesseldorf, Cologne, Germany
| | - Maximilian I Ruge
- Center for Integrated Oncology (CIO), Universities of Aachen, Bonn, Cologne and Duesseldorf, Cologne, Germany,Center for Neurosurgery, Department of Stereotactic and Functional Neurosurgery, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Cornelia Mauch
- Center for Integrated Oncology (CIO), Universities of Aachen, Bonn, Cologne and Duesseldorf, Cologne, Germany,Department of Dermatology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Nils-Ole Schmidt
- Department of Neurosurgery, University Hospital Regensburg, Regensburg, Germany
| | - Martin Proescholdt
- Department of Neurosurgery, University Hospital Regensburg, Regensburg, Germany
| | - Stefan Grau
- Center for Neurosurgery, Department of General Neurosurgery, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany,Center for Integrated Oncology (CIO), Universities of Aachen, Bonn, Cologne and Duesseldorf, Cologne, Germany
| | - Philipp Lohmann
- Corresponding Author: Philipp Lohmann, PhD, Institute of Neuroscience and Medicine (INM-4), Research Center Juelich, 52425 Juelich, Germany ()
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15
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[BRAF mutation evolution in melanoma: Myth or reality?]. Ann Pathol 2021; 42:113-118. [PMID: 34865880 DOI: 10.1016/j.annpat.2021.11.001] [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: 08/17/2020] [Revised: 03/07/2021] [Accepted: 11/04/2021] [Indexed: 11/22/2022]
Abstract
Knowledge of the BRAF mutational status has become essential for melanoma therapeutic management. B-Raf inhibitors are associated with significant overall survival in patients with BRAFV600-mutated metastatic melanoma. Although the BRAF mutation appears to be an early and driver mutation, some authors hypothesized that its expression was not stable during melanoma progression, suggesting a molecular heterogeneity. This argument is often used to explain discrepancy in molecular status among patients with melanoma, discrepancies that we occasionally met during our practice. We retrospectively compared BRAF mutational status on matched melanoma samples (primary & metastatic lesions), thus 150 samples from 56 patients were analysed through immunohistochemistry anti-BRAF, PCR-HRM and Sanger sequencing, Next Generation Sequencing (NGS) and digital PCR. Seven cases presented an apparent tumor heterogeneity. The analysis of these discrepancies by a technique of increasing sensitivity made it possible to identify 1 false-negative result for the immunohistochemistry, 1 false-negative result for the NGS sequencing and 5 (3%) false-negative results by PCR-HRM SANGER. Our results are consistent with the most recent data, demonstrating the stability of the BRAF mutation during the course of melanoma. Immunohistochemistry shows excellent sensitivity for detecting the main BRAF mutation. In our study, the mutational heterogeneity was actually misleading, a result of imperfect sensitivity of some older molecular approaches.
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16
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Scolyer RA, Atkinson V, Gyorki DE, Lambie D, O'Toole S, Saw RP, Amanuel B, Angel CM, Button-Sloan AE, Carlino MS, Ch'ng S, Colebatch AJ, Daneshvar D, Pires da Silva I, Dawson T, Ferguson PM, Foster-Smith E, Fox SB, Gill AJ, Gupta R, Henderson MA, Hong AM, Howle JR, Jackett LA, James C, Lee CS, Lochhead A, Loh D, McArthur GA, McLean CA, Menzies AM, Nieweg OE, O'Brien BH, Pennington TE, Potter AJ, Prakash S, Rawson RV, Read RL, Rtshiladze MA, Shannon KF, Smithers BM, Spillane AJ, Stretch JR, Thompson JF, Tucker P, Varey AH, Vilain RE, Wood BA, Long GV. BRAF mutation testing for patients diagnosed with stage III or stage IV melanoma: practical guidance for the Australian setting. Pathology 2021; 54:6-19. [DOI: 10.1016/j.pathol.2021.11.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 11/21/2021] [Indexed: 01/19/2023]
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17
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Ronchi A, Montella M, Zito Marino F, Caraglia M, Grimaldi A, Argenziano G, Moscarella E, Brancaccio G, Troiani T, Napolitano S, Franco R, Cozzolino I. Predictive Evaluation on Cytological Sample of Metastatic Melanoma: The Role of BRAF Immunocytochemistry in the Molecular Era. Diagnostics (Basel) 2021; 11:diagnostics11061110. [PMID: 34207125 PMCID: PMC8235421 DOI: 10.3390/diagnostics11061110] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2021] [Revised: 06/15/2021] [Accepted: 06/16/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Cutaneous malignant melanoma is an aggressive neoplasm. In advanced cases, the therapeutic choice depends on the mutational status of BRAF. Fine needle aspiration cytology (FNA) is often applied to the management of patients affected by melanoma, mainly for the diagnosis of metastases. The evaluation of BRAF mutational status by sequencing technique on cytological samples may be inconvenient, as it is a time and biomaterial-consuming technique. Recently, BRAF immunocytochemistry (ICC) was applied for the evaluation of BRAF V600E mutational status. Although it may be useful mainly in cytological samples, data about BRAF ICC on cytological samples are missing. METHODS We performed BRAF ICC on a series of 50 FNA samples of metastatic melanoma. BRAF molecular analysis was performed on the same cytological samples or on the corresponding histological samples. Molecular analysis was considered the gold standard. RESULTS BRAF ICC results were adequate in 49 out of 50 (98%) cases, positive in 15 out of 50 (30%) cases and negative in 34 out of 50 (68%) of cases. Overall, BRAF ICC sensitivity, specificity, positive predictive value and negative predictive value results were 88.2%, 100%, 100% and 94.1%, respectively. The diagnostic performance of BRAF ICC results was perfect when molecular evaluation was performed on the same cytological samples. Hyperpigmentation represents the main limitation of the technique. CONCLUSIONS BRAF ICC is a rapid, cost-effective method for detecting BRAF V600E mutation in melanoma metastases, applicable with high diagnostic performance to cytological samples. It could represent the first step to evaluate BRAF mutational status in cytological samples, mainly in poorly cellular cases.
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Affiliation(s)
- Andrea Ronchi
- Pathology Unit, Department of Mental and Physical Health and Preventive Medicine, Università degli Studi della Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (M.M.); (F.Z.M.); (I.C.)
- Correspondence: (A.R.); (R.F.)
| | - Marco Montella
- Pathology Unit, Department of Mental and Physical Health and Preventive Medicine, Università degli Studi della Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (M.M.); (F.Z.M.); (I.C.)
| | - Federica Zito Marino
- Pathology Unit, Department of Mental and Physical Health and Preventive Medicine, Università degli Studi della Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (M.M.); (F.Z.M.); (I.C.)
| | - Michele Caraglia
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (M.C.); (A.G.)
| | - Anna Grimaldi
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (M.C.); (A.G.)
| | - Giuseppe Argenziano
- Dermatology Unit, Department of Mental and Physical Health and Preventive Medicine, Università degli Studi della Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (G.A.); (E.M.); (G.B.)
| | - Elvira Moscarella
- Dermatology Unit, Department of Mental and Physical Health and Preventive Medicine, Università degli Studi della Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (G.A.); (E.M.); (G.B.)
| | - Gabriella Brancaccio
- Dermatology Unit, Department of Mental and Physical Health and Preventive Medicine, Università degli Studi della Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (G.A.); (E.M.); (G.B.)
| | - Teresa Troiani
- Oncology Unit, Department of Precision Medicine, Università della Campania “Luigi Vanvitelli”, 80131 Naples, Italy; (T.T.); (S.N.)
| | - Stefania Napolitano
- Oncology Unit, Department of Precision Medicine, Università della Campania “Luigi Vanvitelli”, 80131 Naples, Italy; (T.T.); (S.N.)
| | - Renato Franco
- Pathology Unit, Department of Mental and Physical Health and Preventive Medicine, Università degli Studi della Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (M.M.); (F.Z.M.); (I.C.)
- Correspondence: (A.R.); (R.F.)
| | - Immacolata Cozzolino
- Pathology Unit, Department of Mental and Physical Health and Preventive Medicine, Università degli Studi della Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (M.M.); (F.Z.M.); (I.C.)
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18
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Angus L, Starmans MPA, Rajicic A, Odink AE, Jalving M, Niessen WJ, Visser JJ, Sleijfer S, Klein S, van der Veldt AAM. The BRAF P.V600E Mutation Status of Melanoma Lung Metastases Cannot Be Discriminated on Computed Tomography by LIDC Criteria nor Radiomics Using Machine Learning. J Pers Med 2021; 11:257. [PMID: 33915880 PMCID: PMC8066683 DOI: 10.3390/jpm11040257] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 03/18/2021] [Accepted: 03/24/2021] [Indexed: 11/05/2022] Open
Abstract
Patients with BRAF mutated (BRAF-mt) metastatic melanoma benefit significantly from treatment with BRAF inhibitors. Currently, the BRAF status is determined on archival tumor tissue or on fresh tumor tissue from an invasive biopsy. The aim of this study was to evaluate whether radiomics can predict the BRAF status in a non-invasive manner. Patients with melanoma lung metastases, known BRAF status, and a pretreatment computed tomography scan were included. After semi-automatic annotation of the lung lesions (maximum two per patient), 540 radiomics features were extracted. A chest radiologist scored all segmented lung lesions according to the Lung Image Database Consortium (LIDC) criteria. Univariate analysis was performed to assess the predictive value of each feature for BRAF mutation status. A combination of various machine learning methods was used to develop BRAF decision models based on the radiomics features and LIDC criteria. A total of 169 lung lesions from 103 patients (51 BRAF-mt; 52 BRAF wild type) were included. There were no features with a significant discriminative value in the univariate analysis. Models based on radiomics features and LIDC criteria both performed as poorly as guessing. Hence, the BRAF mutation status in melanoma lung metastases cannot be predicted using radiomics features or visually scored LIDC criteria.
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Affiliation(s)
- Lindsay Angus
- Department of Medical Oncology, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands; (A.R.); (S.S.); (A.A.M.v.d.V.)
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (M.P.A.S.); (A.E.O.); (W.J.N.); (J.J.V.); (S.K.)
| | - Martijn P. A. Starmans
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (M.P.A.S.); (A.E.O.); (W.J.N.); (J.J.V.); (S.K.)
- Department of Medical Informatics, Erasmus MC, 3015 GD Rotterdam, The Netherlands
| | - Ana Rajicic
- Department of Medical Oncology, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands; (A.R.); (S.S.); (A.A.M.v.d.V.)
| | - Arlette E. Odink
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (M.P.A.S.); (A.E.O.); (W.J.N.); (J.J.V.); (S.K.)
| | - Mathilde Jalving
- Department of Medical Oncology, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands;
| | - Wiro J. Niessen
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (M.P.A.S.); (A.E.O.); (W.J.N.); (J.J.V.); (S.K.)
- Department of Medical Informatics, Erasmus MC, 3015 GD Rotterdam, The Netherlands
- Faculty of Applied Sciences, Delft University of Technology, 2628 CJ Delft, The Netherlands
| | - Jacob J. Visser
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (M.P.A.S.); (A.E.O.); (W.J.N.); (J.J.V.); (S.K.)
| | - Stefan Sleijfer
- Department of Medical Oncology, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands; (A.R.); (S.S.); (A.A.M.v.d.V.)
| | - Stefan Klein
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (M.P.A.S.); (A.E.O.); (W.J.N.); (J.J.V.); (S.K.)
- Department of Medical Informatics, Erasmus MC, 3015 GD Rotterdam, The Netherlands
| | - Astrid A. M. van der Veldt
- Department of Medical Oncology, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands; (A.R.); (S.S.); (A.A.M.v.d.V.)
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; (M.P.A.S.); (A.E.O.); (W.J.N.); (J.J.V.); (S.K.)
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19
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Kiniwa Y, Okuyama R. Recent advances in molecular targeted therapy for unresectable and metastatic BRAF-mutated melanoma. Jpn J Clin Oncol 2021; 51:315-320. [PMID: 33338202 DOI: 10.1093/jjco/hyaa222] [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] [Received: 08/31/2020] [Accepted: 10/21/2020] [Indexed: 12/15/2022] Open
Abstract
The clinical outcome of BRAF-mutated advanced melanoma has been improved by both molecular targeted therapies and immune checkpoint inhibitors. Long-term follow-up data reveal durable clinical responses in patients receiving first-line combinations of BRAF inhibitors plus MEK inhibitors, particularly those showing a complete response. Clinical outcomes are also associated with the lactate dehydrogenase levels and the number of metastatic organs. Although brain metastasis is frequently difficult to control, systemic therapy is preferred in cases with small and asymptomatic brain metastases associated with progressive extra-cranial disease. Control of intra-cranial disease with BRAF inhibitors plus MEK inhibitors is comparable with that of immune checkpoint inhibitors, although immune checkpoint inhibitors are superior to targeted therapies with respect to survival. The BRAF inhibitors plus MEK inhibitors regimen is well-tolerated, and toxicities are usually manageable and reversible, but differ according to the specific regimen used. Guidelines in the United States, Europe, and Japan recommend targeted therapy for patients who need early tumor responses. A meta-analysis of retrospective data shows that the baseline lactate dehydrogenase level is significantly higher in patients treated with BRAF inhibitors plus MEK inhibitors than in those treated with immune checkpoint inhibitors, suggesting that clinicians tend to use BRAF inhibitors plus MEK inhibitors for more advanced disease. Since there is insufficient efficacy and safety data on the use of targeted therapies for acral and mucosal melanoma, a retrospective analysis may be useful. The combination of molecular targeted therapy plus immune checkpoint inhibitors is expected to elicit further improvement. The results of several trials using combination or sequential therapies will be available in the next few years.
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Affiliation(s)
- Yukiko Kiniwa
- Department of Dermatology, Shinshu University School of Medicine, Matsumoto, Japan
| | - Ryuhei Okuyama
- Department of Dermatology, Shinshu University School of Medicine, Matsumoto, Japan
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20
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Ito T, Tanaka Y, Murata M, Kaku-Ito Y, Furue K, Furue M. BRAF Heterogeneity in Melanoma. Curr Treat Options Oncol 2021; 22:20. [PMID: 33558987 DOI: 10.1007/s11864-021-00818-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/11/2021] [Indexed: 01/19/2023]
Abstract
OPINION STATEMENT In the era of molecular targeted therapy, the accurate detection of BRAF mutation in melanoma has become increasingly important. With the advances of molecular analyses and immunohistochemistry, the presence of BRAF mutational heterogeneity in melanoma has been widely recognized. Although most patients with melanoma have a homogeneous BRAF mutation status because the BRAF mutation occurs at an early stage of melanoma development and acts as a driver gene mutation, BRAF mutational heterogeneity does exist, among different tumor sites of a single patient (intertumor heterogeneity) and/or even within a single tumor (intratumor heterogeneity). To summarize the published reports, about 10% of melanoma patients may show intertumorally discordant BRAF status and about 15% of BRAF-mutated melanomas may have intratumor BRAF heterogeneity, although the reported results vary strikingly among the studies and methods used. Considering the BRAF heterogeneity of melanoma, a single biopsy from a single tumor may not be sufficient to uncover the entire BRAF status of a patient. Multiple samples from different sites may be preferable to assess the indication of BRAF/MEK inhibitors, as recommended by the current clinical guidelines. The impact of BRAF heterogeneity on patient survival or the response to treatment with BRAF/MEK inhibitors is an interesting issue, but requires further investigation.
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Affiliation(s)
- Takamichi Ito
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Maidashi 3-1-1, Higashiku, Fukuoka, 812-8582, Japan.
| | - Yuka Tanaka
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Maidashi 3-1-1, Higashiku, Fukuoka, 812-8582, Japan
| | - Maho Murata
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Maidashi 3-1-1, Higashiku, Fukuoka, 812-8582, Japan
| | - Yumiko Kaku-Ito
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Maidashi 3-1-1, Higashiku, Fukuoka, 812-8582, Japan
| | - Kazuhisa Furue
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Maidashi 3-1-1, Higashiku, Fukuoka, 812-8582, Japan
| | - Masutaka Furue
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Maidashi 3-1-1, Higashiku, Fukuoka, 812-8582, Japan
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21
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Identification of robust reference genes for studies of gene expression in FFPE melanoma samples and melanoma cell lines. Melanoma Res 2020; 30:26-38. [PMID: 31567589 PMCID: PMC6940030 DOI: 10.1097/cmr.0000000000000644] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Supplemental Digital Content is available in the text. There is an urgent need for novel diagnostic melanoma biomarkers that can predict increased risk of metastasis at an early stage. Relative quantification of gene expression is the preferred method for quantitative validation of potential biomarkers. However, this approach relies on robust tissue-specific reference genes. In the melanoma field, this has been an obstacle due to lack of validated reference genes. Accordingly, we aimed to identify robust reference genes for normalization of gene expression in melanoma. The robustness of 24 candidate reference genes was evaluated across 80 formalin-fixed paraffin-embedded melanomas of different thickness, −/+ ulceration, −/+ reported cases of metastases and of different BRAF mutation status using quantitative real-time PCR. The expression of the same genes and their robustness as normalizers was furthermore evaluated across a number of melanoma cell lines. We show that housekeeping genes like GAPDH do not qualify as stand-alone normalizers of genes expression in melanoma. Instead, we have as the first identified a panel of robust reference genes for normalization of gene expression in melanoma tumors and cultured melanoma cells. We recommend using a geometric mean of the expression of CLTA, MRPL19 and ACTB for normalization of gene expression in melanomas and a geometric mean of the expression of CASC3 and RPS2 for normalization of gene expression in melanoma cell lines. Normalization, according to our recommendation will allow for quantitative validation of potential novel melanoma biomarkers by quantitative real-time PCR.
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22
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Kobayashi T, Matsumoto S, Shimizu K, Miyake M, Maeda S, Hamaguchi Y, Matsushita T. Discrepancy in responses to dabrafenib plus trametinib combination therapy in intracranial and extracranial metastases in melanoma patients. J Dermatol 2020; 48:e82-e83. [PMID: 33161591 DOI: 10.1111/1346-8138.15677] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2020] [Revised: 10/02/2020] [Accepted: 10/06/2020] [Indexed: 01/20/2023]
Affiliation(s)
- Tadahiro Kobayashi
- Department of Dermatology, Faculty of Medicine, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan
| | - Sara Matsumoto
- Department of Dermatology, Faculty of Medicine, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan
| | - Kyoko Shimizu
- Department of Dermatology, Faculty of Medicine, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan
| | - Miho Miyake
- Department of Dermatology, Faculty of Medicine, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan
| | - Shintaro Maeda
- Department of Dermatology, Faculty of Medicine, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan
| | - Yasuhito Hamaguchi
- Department of Dermatology, Faculty of Medicine, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan
| | - Takashi Matsushita
- Department of Dermatology, Faculty of Medicine, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan
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23
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Zocco D, Bernardi S, Novelli M, Astrua C, Fava P, Zarovni N, Carpi FM, Bianciardi L, Malavenda O, Quaglino P, Foroni C, Russo D, Chiesi A, Fierro MT. Isolation of extracellular vesicles improves the detection of mutant DNA from plasma of metastatic melanoma patients. Sci Rep 2020; 10:15745. [PMID: 32978468 PMCID: PMC7519075 DOI: 10.1038/s41598-020-72834-6] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 09/07/2020] [Indexed: 12/18/2022] Open
Abstract
Detection of BRAFV600E within cell free tumor DNA (ctDNA) is emerging as a promising means to improve patients' stratification or enable BRAF inhibitor (BRAFi) therapeutic monitoring in a minimally invasive manner. Here, we investigated whether extracellular vesicle-(EV)-associated-DNA (EV-DNA) has value as an alternative source of circulating BRAFV600E. To do so, we identified a clinical practice-compatible protocol for the isolation of EV-DNA and assessed BRAF gene status on plasma samples from metastatic melanoma patients at the beginning and during BRAFi therapy. This protocol uses a peptide with high affinity for EVs and it has been found to recover more mutant DNA from plasma than standard ultracentrifugation. Molecular analyses revealed that mutant DNA is largely unprotected from nuclease digestion, interacting with the outer side of the EV membrane or directly with the peptide. When used on clinical samples, we found that the protocol improves the detection of BRAFV600E gene copies in comparison to the reference protocol for ctDNA isolation. Taken together, these findings indicate that EVs are a promising source of mutant DNA and should be considered for the development of next-generation liquid biopsy approaches.
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Affiliation(s)
| | - Simona Bernardi
- Lab. CREA - A.I.L., Spedali Civili di Brescia, Brescia, Italy
- Chair of Hematology - Unit of Bone Marrow Transplantation, University of Brescia, Brescia, Italy
| | - Mauro Novelli
- Laboratorio Immunopatologia Cutanea, Clinica Dermatologica, Dipartimento Scienze Mediche, Università di Torino, Turin, Italy
- Azienda Ospedaliera Città della Salute e della Scienza di Torino, Turin, Italy
| | - Chiara Astrua
- Laboratorio Immunopatologia Cutanea, Clinica Dermatologica, Dipartimento Scienze Mediche, Università di Torino, Turin, Italy
- Azienda Ospedaliera Città della Salute e della Scienza di Torino, Turin, Italy
| | - Paolo Fava
- Laboratorio Immunopatologia Cutanea, Clinica Dermatologica, Dipartimento Scienze Mediche, Università di Torino, Turin, Italy
- Azienda Ospedaliera Città della Salute e della Scienza di Torino, Turin, Italy
| | | | | | | | - Ottavia Malavenda
- Laboratorio Immunopatologia Cutanea, Clinica Dermatologica, Dipartimento Scienze Mediche, Università di Torino, Turin, Italy
- Azienda Ospedaliera Città della Salute e della Scienza di Torino, Turin, Italy
| | - Pietro Quaglino
- Laboratorio Immunopatologia Cutanea, Clinica Dermatologica, Dipartimento Scienze Mediche, Università di Torino, Turin, Italy
- Azienda Ospedaliera Città della Salute e della Scienza di Torino, Turin, Italy
| | - Chiara Foroni
- Lab. CREA - A.I.L., Spedali Civili di Brescia, Brescia, Italy
- Chair of Hematology - Unit of Bone Marrow Transplantation, University of Brescia, Brescia, Italy
| | - Domenico Russo
- Lab. CREA - A.I.L., Spedali Civili di Brescia, Brescia, Italy
- Chair of Hematology - Unit of Bone Marrow Transplantation, University of Brescia, Brescia, Italy
| | | | - Maria Teresa Fierro
- Laboratorio Immunopatologia Cutanea, Clinica Dermatologica, Dipartimento Scienze Mediche, Università di Torino, Turin, Italy
- Azienda Ospedaliera Città della Salute e della Scienza di Torino, Turin, Italy
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24
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Kian W, Roisman LC, Wallach N, Levitas D, Yakobson A, Dudnik Y, Peled N, Rouvinov K. Programmed death-ligand 1 expression discrepancy between primary tumor and metastatic lymph nodes in non-small cell lung cancer. J Thorac Dis 2020; 12:3918-3920. [PMID: 32944298 PMCID: PMC7475604 DOI: 10.21037/jtd.2020.04.45] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Waleed Kian
- The Legacy Heritage Oncology Center & Dr. Larry Norton Institute, Soroka Medical Center & Ben-Gurion University, Beer-Sheva, Israel.,Medical School for International Health, Ben-Gurion University, Beer-Sheva, Israel
| | - Laila C Roisman
- The Legacy Heritage Oncology Center & Dr. Larry Norton Institute, Soroka Medical Center & Ben-Gurion University, Beer-Sheva, Israel.,Medical School for International Health, Ben-Gurion University, Beer-Sheva, Israel
| | - Nadav Wallach
- The Legacy Heritage Oncology Center & Dr. Larry Norton Institute, Soroka Medical Center & Ben-Gurion University, Beer-Sheva, Israel.,Medical School for International Health, Ben-Gurion University, Beer-Sheva, Israel
| | - Dina Levitas
- The Legacy Heritage Oncology Center & Dr. Larry Norton Institute, Soroka Medical Center & Ben-Gurion University, Beer-Sheva, Israel.,Medical School for International Health, Ben-Gurion University, Beer-Sheva, Israel
| | - Alexander Yakobson
- The Legacy Heritage Oncology Center & Dr. Larry Norton Institute, Soroka Medical Center & Ben-Gurion University, Beer-Sheva, Israel.,Medical School for International Health, Ben-Gurion University, Beer-Sheva, Israel
| | - Yulia Dudnik
- The Legacy Heritage Oncology Center & Dr. Larry Norton Institute, Soroka Medical Center & Ben-Gurion University, Beer-Sheva, Israel.,Medical School for International Health, Ben-Gurion University, Beer-Sheva, Israel
| | - Nir Peled
- The Legacy Heritage Oncology Center & Dr. Larry Norton Institute, Soroka Medical Center & Ben-Gurion University, Beer-Sheva, Israel.,Medical School for International Health, Ben-Gurion University, Beer-Sheva, Israel
| | - Keren Rouvinov
- The Legacy Heritage Oncology Center & Dr. Larry Norton Institute, Soroka Medical Center & Ben-Gurion University, Beer-Sheva, Israel.,Medical School for International Health, Ben-Gurion University, Beer-Sheva, Israel
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25
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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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26
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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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27
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Yokomichi H, Inozume T, Wada M, Asai J, Igaki H, Namikawa K, Hayashi A, Fukushima S, Fujimura T, Koga H, Nakamura Y, Mochizuki M, Yamagata Z. Concordance and Discordance Rates of V-Raf Murine Sarcoma Viral Oncogene Homolog B1 ( BRAF) V600E Status in Metastatic against Primary Lesion of Melanoma: A Meta-analysis. JMA J 2020; 3:274-279. [PMID: 33150263 PMCID: PMC7590371 DOI: 10.31662/jmaj.2020-0016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 05/01/2020] [Indexed: 12/01/2022] Open
Affiliation(s)
| | - Takashi Inozume
- Department of Dermatology, University of Yamanashi, Chuo, Japan
| | - Makoto Wada
- Department of Dermatology, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Jun Asai
- Department of Dermatology, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Hiroshi Igaki
- Department of Radiation Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Kenjiro Namikawa
- Department of Dermatologic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Ayato Hayashi
- Department of Plastic and Reconstructive Surgery, Juntendo University Urayasu Hospital, Urayasu, Japan
| | - Satoshi Fukushima
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Taku Fujimura
- Department of Dermatology, Tohoku University, Sendai, Japan
| | - Hiroshi Koga
- Department of Dermatology, Shinshu University School of Medicine, Matsumoto, Japan
| | - Yasuhiro Nakamura
- Department of Skin Oncology/Dermatology, Saitama Medical University International Medical Center, Hidaka, Japan
| | - Mie Mochizuki
- Department of Pediatrics, University of Yamanashi, Chuo, Japan
| | - Zentaro Yamagata
- Department of Health Sciences, University of Yamanashi, Chuo, Japan
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28
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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: 39] [Impact Index Per Article: 9.8] [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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29
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Shofty B, Artzi M, Shtrozberg S, Fanizzi C, DiMeco F, Haim O, Peleg Hason S, Ram Z, Bashat DB, Grossman R. Virtual biopsy using MRI radiomics for prediction of BRAF status in melanoma brain metastasis. Sci Rep 2020; 10:6623. [PMID: 32313236 PMCID: PMC7170839 DOI: 10.1038/s41598-020-63821-y] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Accepted: 04/06/2020] [Indexed: 12/27/2022] Open
Abstract
Brain metastases are common in patients with advanced melanoma and constitute a major cause of morbidity and mortality. Between 40% and 60% of melanomas harbor BRAF mutations. Selective BRAF inhibitor therapy has yielded improvement in clinical outcome; however, genetic discordance between the primary lesion and the metastatic tumor has been shown to occur. Currently, the only way to characterize the genetic landscape of a brain metastasis is by tissue sampling, which carries risks and potential complications. The aim of this study was to investigate the use of radiomics analysis for non-invasive identification of BRAF mutation in patients with melanoma brain metastases, based on conventional magnetic resonance imaging (MRI) data. We applied a machine-learning method, based on MRI radiomics features for noninvasive characterization of the BRAF status of brain metastases from melanoma (BMM) and applied it to BMM patients from two tertiary neuro-oncological centers. All patients underwent surgical resection for BMM, and their BRAF mutation status was determined as part of their oncological work-up. Their routine preoperative MRI study was used for radiomics-based analysis in which 195 features were extracted and classified according to their BRAF status via a support vector machine. The BRAF status of 53 study patients, with 54 brain metastases (25 positive, 29 negative for BRAF mutation) was predicted with mean accuracy = 0.79 ± 0.13, mean precision = 0.77 ± 0.14, mean sensitivity = 0.72 ± 0.20, mean specificity = 0.83 ± 0.11 and with a 0.78 area under the receiver operating characteristic curve for positive BRAF mutation prediction. Radiomics-based noninvasive genetic characterization is feasible and should be further verified using large prospective cohorts.
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Affiliation(s)
- Ben Shofty
- Department of Neurosurgery, Tel Aviv Medical Center, and the Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel.
| | - Moran Artzi
- Sagol Brain Institute, Tel Aviv Medical Center, and the Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel-Aviv, Israel
| | - Shai Shtrozberg
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico C. Besta, Milan, Italy
| | - Claudia Fanizzi
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico C. Besta, Milan, Italy
| | - Francesco DiMeco
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico C. Besta, Milan, Italy
| | - Oz Haim
- Department of Neurosurgery, Tel Aviv Medical Center, and the Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Shira Peleg Hason
- Division of Oncology, Tel Aviv Medical Center, Tel Aviv, Israel and the Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Zvi Ram
- Department of Neurosurgery, Tel Aviv Medical Center, and the Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Dafna Ben Bashat
- Sagol Brain Institute, Tel Aviv Medical Center, and the Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel-Aviv, Israel
| | - Rachel Grossman
- Department of Neurosurgery, Tel Aviv Medical Center, and the Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
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Garbe C, Amaral T, Peris K, Hauschild A, Arenberger P, Bastholt L, Bataille V, del Marmol V, Dréno B, Fargnoli MC, Grob JJ, Höller C, Kaufmann R, Lallas A, Lebbé C, Malvehy J, Middleton M, Moreno-Ramirez D, Pellacani G, Saiag P, Stratigos AJ, Vieira R, Zalaudek I, Eggermont AM. European consensus-based interdisciplinary guideline for melanoma. Part 1: Diagnostics – Update 2019. Eur J Cancer 2020; 126:141-158. [DOI: 10.1016/j.ejca.2019.11.014] [Citation(s) in RCA: 64] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 11/18/2019] [Indexed: 10/25/2022]
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31
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Nakamura Y, Asai J, Igaki H, Inozume T, Namikawa K, Hayashi A, Fukushima S, Fujimura T, Ito T, Imafuku K, Tanaka R, Teramoto Y, Minagawa A, Miyagawa T, Miyashita A, Wada M, Koga H, Sugaya M. Japanese Dermatological Association Guidelines: Outlines of guidelines for cutaneous melanoma 2019. J Dermatol 2020; 47:89-103. [PMID: 31782186 DOI: 10.1111/1346-8138.15151] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Accepted: 10/18/2019] [Indexed: 11/30/2022]
Abstract
With consideration of the ongoing developments in treatment options for cutaneous melanoma, the Japanese Skin Cancer Society published the first guidelines for cutaneous melanoma in 2007 and later revised them in 2015. Here, we report on an English version of the 2019 Japanese Melanoma Guidelines. In this latest edition, all processes were carried out according to the Grading of Recommendations, Assessment, Development and Evaluation system. A comprehensive published work search, systematic review and determination of recommendations in each clinical question were performed by a multidisciplinary expert panel consisting of dermatologists, a plastic and reconstructive surgeon, and a radiation oncologist. The advent of novel agents, such as immune checkpoint inhibitors and molecular-targeted agents, has drastically changed the nature of treatment for adjuvant and advanced-stage diseases among melanoma patients worldwide. Additionally, recent reports of clinical trials regarding surgical procedures and a better understanding of molecular biology and tumor immunology in clinical types of melanoma have had an impact on clinical practise. Based on these viewpoints, eight relevant clinical questions were raised in this report that aim to help clinicians select the appropriate therapeutic approach.
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Affiliation(s)
- Yasuhiro Nakamura
- Department of Skin Oncology/Dermatology, Saitama Medical University International Medical Center, Saitama, Japan
| | - Jun Asai
- Department of Dermatology, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Hiroshi Igaki
- Department of Radiation Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Takashi Inozume
- Department of Dermatology, University of Yamanashi, Kofu, Japan
| | - Kenjiro Namikawa
- Department of Dermatologic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Ayato Hayashi
- Department of Plastic and Reconstructive Surgery, Juntendo University Urayasu Hospital, Urayasu, Japan
| | - Satoshi Fukushima
- Department of Dermatology/Plastic and Reconstructive Surgery, Kumamoto University, Kumamoto, Japan
| | - Taku Fujimura
- Department of Dermatology, Tohoku University, Sendai, Japan
| | - Takamichi Ito
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Keisuke Imafuku
- Department of Dermatology, Hokkaido University, Sapporo, Japan
| | - Ryota Tanaka
- Deparmtent of Dermatology, Faculty of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Yukiko Teramoto
- Department of Skin Oncology/Dermatology, Saitama Medical University International Medical Center, Saitama, Japan
| | - Akane Minagawa
- Department of Dermatology, Shinshu University, Matsumoto, Japan
| | - Takuya Miyagawa
- Department of Dermatology, University of Tokyo, Tokyo, Japan
| | - Azusa Miyashita
- Department of Dermatology/Plastic and Reconstructive Surgery, Kumamoto University, Kumamoto, Japan
| | - Makoto Wada
- Department of Dermatology, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Hiroshi Koga
- Department of Dermatology, Shinshu University, Matsumoto, Japan
| | - Makoto Sugaya
- Department of Dermatology, International University of Health and Welfare, Narita, Japan
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Ito T, Kaku-Ito Y, Murata M, Ichiki T, Kuma Y, Tanaka Y, Ide T, Ohno F, Wada-Ohno M, Yamada Y, Oda Y, Furue M. Intra- and Inter-Tumor BRAF Heterogeneity in Acral Melanoma: An Immunohistochemical Analysis. Int J Mol Sci 2019; 20:E6191. [PMID: 31817947 PMCID: PMC6941107 DOI: 10.3390/ijms20246191] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 11/28/2019] [Accepted: 12/05/2019] [Indexed: 12/26/2022] Open
Abstract
The current development of BRAF inhibitors has revolutionized the treatment of unresectable melanoma. As the potential heterogeneity of BRAF mutations in melanoma has been reported, accurate detection of BRAF mutations are important. However, the genetic heterogeneity of acral melanoma-a distinct type of melanoma with a unique genetic background-has not fully been investigated. We conducted a retrospective review of our acral melanoma patients. Of the 196 patients with acral melanoma, we retrieved 31 pairs of primary and matched metastatic melanomas. We immunostained the 31 pairs with VE1, a BRAFV600E-mutation-specific monoclonal antibody. Immunohistochemistry with VE1 showed a high degree of sensitivity and specificity for detecting BRAFV600E mutations compared with the real-time polymerase chain reaction method. A total of nine primary (29.0%) and eight metastatic (25.8%) acral melanomas were positive for VE1. In three patients (9.7%), we observed a discordance of VE1 staining between the primary and metastatic lesions. Of note, VE1 immunohistochemical staining revealed a remarkable degree of intra-tumor genetic heterogeneity in acral melanoma. Our study reveals that VE1 immunostaining is a useful ancillary method for detecting BRAFV600E mutations in acral melanoma and allows for a clear visualization of intra- and inter-tumor BRAF heterogeneity.
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Affiliation(s)
- Takamichi Ito
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan; (Y.K.-I.); (M.M.); (T.I.); (Y.K.); (Y.T.); (T.I.); (F.O.); (M.W.-O.); (M.F.)
| | - Yumiko Kaku-Ito
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan; (Y.K.-I.); (M.M.); (T.I.); (Y.K.); (Y.T.); (T.I.); (F.O.); (M.W.-O.); (M.F.)
| | - Maho Murata
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan; (Y.K.-I.); (M.M.); (T.I.); (Y.K.); (Y.T.); (T.I.); (F.O.); (M.W.-O.); (M.F.)
| | - Toshio Ichiki
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan; (Y.K.-I.); (M.M.); (T.I.); (Y.K.); (Y.T.); (T.I.); (F.O.); (M.W.-O.); (M.F.)
- Department of Anatomic Pathology, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan; (Y.Y.); (Y.O.)
| | - Yuki Kuma
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan; (Y.K.-I.); (M.M.); (T.I.); (Y.K.); (Y.T.); (T.I.); (F.O.); (M.W.-O.); (M.F.)
- Department of Anatomic Pathology, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan; (Y.Y.); (Y.O.)
| | - Yuka Tanaka
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan; (Y.K.-I.); (M.M.); (T.I.); (Y.K.); (Y.T.); (T.I.); (F.O.); (M.W.-O.); (M.F.)
| | - Taketoshi Ide
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan; (Y.K.-I.); (M.M.); (T.I.); (Y.K.); (Y.T.); (T.I.); (F.O.); (M.W.-O.); (M.F.)
| | - Fumitaka Ohno
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan; (Y.K.-I.); (M.M.); (T.I.); (Y.K.); (Y.T.); (T.I.); (F.O.); (M.W.-O.); (M.F.)
| | - Maiko Wada-Ohno
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan; (Y.K.-I.); (M.M.); (T.I.); (Y.K.); (Y.T.); (T.I.); (F.O.); (M.W.-O.); (M.F.)
| | - Yuichi Yamada
- Department of Anatomic Pathology, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan; (Y.Y.); (Y.O.)
| | - Yoshinao Oda
- Department of Anatomic Pathology, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan; (Y.Y.); (Y.O.)
| | - Masutaka Furue
- Department of Dermatology, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan; (Y.K.-I.); (M.M.); (T.I.); (Y.K.); (Y.T.); (T.I.); (F.O.); (M.W.-O.); (M.F.)
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33
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Fernandes M, Barcelos D, Comodo AN, Guimarães DP, Lopes Carapeto FC, Cardili L, de Sousa Morães L, Cerutti Ap J, Landman Ap G. Acral Lentiginous Melanomas Harbour Intratumor Heterogeneity in BRAF Exon 15, With Mutations Distinct From V600E/V600K. Am J Dermatopathol 2019; 41:733-740. [PMID: 31021835 DOI: 10.1097/dad.0000000000001418] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
The choice of appropriate therapeutic strategies may be influenced by intratumor heterogeneity and makes cancer treatment considerably more challenging. We aimed to evaluate the heterogeneity of BRAF exon 15 mutations in different areas of acral lentiginous melanoma (ALM). The entire exon 15 was sequenced in 4 different areas of paraffin-embedded samples from 26 patients with ALM. A total of 26 of 49 cases of ≥1 mm in depth of ALM identified by clinical, anatomical, and pathological data fulfilled the inclusion and exclusion criteria for this study. Tumors had a mean Breslow depth of 7.2 mm and an average mitotic index of 3 mitosis/mm. Mutations distinct from the common V600E and V600K were detected in 31%, and intratumor heterogeneity was observed in 31% of samples. Interestingly, 63.5% of all mutations had been previously associated with cancer. Most (62.5%) of the missense BRAF exon 15 mutations found in the ALM samples examined here were deemed "detrimental" for protein function according to at least 2 functional prediction programs, and 3 mutations (37.5%) were predicted to be "neutral," with no effect on protein function. BRAF exon 15 mutations were detected frequently in ALM and displayed heterogeneity, a finding to be further investigated.
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Affiliation(s)
- Mariana Fernandes
- Department of Pathology, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Denise Barcelos
- Department of Pathology, Universidade Federal de São Paulo, São Paulo, Brazil
| | | | | | | | - Leonardo Cardili
- Department of Pathology, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Lais de Sousa Morães
- Department of Morphology and Genetics, Federal University of São Paulo, São Paulo, Brazil
| | - Janete Cerutti Ap
- Department of Morphology and Genetics, Federal University of São Paulo, São Paulo, Brazil
| | - Gilles Landman Ap
- Department of Pathology, Universidade Federal de São Paulo, São Paulo, Brazil
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34
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Ramón Y Cajal S, Hümmer S, Peg V, Guiu XM, De Torres I, Castellvi J, Martinez-Saez E, Hernandez-Losa J. Integrating clinical, molecular, proteomic and histopathological data within the tissue context: tissunomics. Histopathology 2019; 75:4-19. [PMID: 30667539 PMCID: PMC6851567 DOI: 10.1111/his.13828] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Accepted: 01/19/2019] [Indexed: 12/14/2022]
Abstract
Malignant tumours show a marked degree of morphological, molecular and proteomic heterogeneity. This variability is closely related to microenvironmental factors and the location of the tumour. The activation of genetic alterations is very tissue‐dependent and only few tumours have distinct genetic alterations. Importantly, the activation state of proteins and signaling factors is heterogeneous in the primary tumour and in metastases and recurrences. The molecular diagnosis based only on genetic alterations can lead to treatments with unpredictable responses, depending on the tumour location, such as the tumour response in melanomas versus colon carcinomas with BRAF mutations. Therefore, we understand that the correct evaluation of tumours requires a system that integrates both morphological, molecular and protein information in a clinical and pathological context, where intratumoral heterogeneity can be assessed. Thus, we propose the term ‘tissunomics’, where the diagnosis will be contextualised in each tumour based on the complementation of the pathological, molecular, protein expression, environmental cells and clinical data.
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Affiliation(s)
- Santiago Ramón Y Cajal
- Translational Molecular Pathology, Vall d'Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain.,Department of Pathology, Vall d'Hebron University Hospital, Barcelona, Spain.,Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Barcelona, Spain
| | - Stefan Hümmer
- Translational Molecular Pathology, Vall d'Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain.,Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Barcelona, Spain
| | - Vicente Peg
- Department of Pathology, Vall d'Hebron University Hospital, Barcelona, Spain.,Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Barcelona, Spain
| | - Xavier M Guiu
- Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Barcelona, Spain.,Department of Pathology, Bellvitge University Hospital, Barcelona, Spain
| | - Inés De Torres
- Department of Pathology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Josep Castellvi
- Department of Pathology, Vall d'Hebron University Hospital, Barcelona, Spain.,Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Barcelona, Spain
| | - Elena Martinez-Saez
- Department of Pathology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Javier Hernandez-Losa
- Translational Molecular Pathology, Vall d'Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain.,Department of Pathology, Vall d'Hebron University Hospital, Barcelona, Spain.,Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Barcelona, Spain
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35
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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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36
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Cormican D, Kennedy C, Murphy S, Werner R, Power DG, Heffron CCBB. High concordance of BRAF mutational status in matched primary and metastatic melanoma. J Cutan Pathol 2018; 46:117-122. [DOI: 10.1111/cup.13393] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Revised: 10/31/2018] [Accepted: 11/11/2018] [Indexed: 01/27/2023]
Affiliation(s)
- David Cormican
- Department of Pathology; Cork University Hospital; Cork Ireland
- Department of Histopathology; School of Medicine, Trinity College; Dublin Ireland
| | - Ciaran Kennedy
- Department of Pathology; Cork University Hospital; Cork Ireland
| | - Sandra Murphy
- Department of Pathology; Cork University Hospital; Cork Ireland
| | - Reiltin Werner
- Department of Pathology; Cork University Hospital; Cork Ireland
| | - Derek G. Power
- Department of Medical Oncology; Cork University Hospital; Cork Ireland
- Department of Medicine; School of Medicine, University College Cork; Cork Ireland
| | - Cynthia C. B. B. Heffron
- Department of Pathology; Cork University Hospital; Cork Ireland
- Department of Pathology; School of Medicine, University College Cork; Cork Ireland
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37
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Prevalence of BRAF, NRAS and c-KIT mutations in Slovenian patients with advanced melanoma. Radiol Oncol 2018; 52:289-295. [PMID: 30210039 PMCID: PMC6137366 DOI: 10.2478/raon-2018-0017] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Accepted: 02/27/2018] [Indexed: 01/03/2023] Open
Abstract
Background BRAF, NRAS and c-KIT mutations are characteristics of tumour tissues that influence on treatment decisions in metastatic melanoma patients. Mutation frequency and their correlation with histological characteristics in Slovenian population have not been investigated yet. Patients and methods In our retrospective analysis we analysed mutational status of BRAF, NRAS and c-KIT in 230 pathological samples of patients who were intended to be treated with systemic therapy due to metastatic disease at the Institute of Oncology Ljubljana between 2013 and 2016. We collected also histological characteristics of primary tumours and clinical data of patients and correlated them with mutational status of tumour samples. Results The study population consisted of 230 patients with a mean age 59 years (range 25−85). 141 (61.3%) were males and 89 (38.7%) females. BRAF mutations were identified in 129 (56.1%), NRAS in 31 (13.5%) and c-KIT in 3 (1.3%) tissue samples. Among the 129 patients with BRAF mutations, 114 (88.4%) patients had V600E mutation and 15 (11.6%) had V600K mutation. Patients with BRAF mutations tended to be younger at diagnosis (52 vs. 59 years, p < 0.05), patients with NRAS mutations older (61 vs. 55 years, p < 0.05). Number of c-KIT mutations were too low for any statistical correlation, but there was one out of 3 melanoma located in mucus membranes. Conclusions The analysis detected high rate of BRAF mutations, low NRAS mutations and low c-KIT mutations compared to previously published studies in Europe and North America. One of the main reasons for this observation is specific characteristics of study population.
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38
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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: 192] [Impact Index Per Article: 27.4] [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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