1
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Srinivasan S, Kalinava N, Aldana R, Li Z, van Hagen S, Rodenburg SYA, Wind-Rotolo M, Qian X, Sasson AS, Tang H, Kirov S. Misannotated Multi-Nucleotide Variants in Public Cancer Genomics Datasets Lead to Inaccurate Mutation Calls with Significant Implications. Cancer Res 2020; 81:282-288. [PMID: 33115802 DOI: 10.1158/0008-5472.can-20-2151] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 09/11/2020] [Accepted: 10/23/2020] [Indexed: 11/16/2022]
Abstract
Although next-generation sequencing is widely used in cancer to profile tumors and detect variants, most somatic variant callers used in these pipelines identify variants at the lowest possible granularity, single-nucleotide variants (SNV). As a result, multiple adjacent SNVs are called individually instead of as a multi-nucleotide variants (MNV). With this approach, the amino acid change from the individual SNV within a codon could be different from the amino acid change based on the MNV that results from combining SNV, leading to incorrect conclusions about the downstream effects of the variants. Here, we analyzed 10,383 variant call files (VCF) from the Cancer Genome Atlas (TCGA) and found 12,141 incorrectly annotated MNVs. Analysis of seven commonly mutated genes from 178 studies in cBioPortal revealed that MNVs were consistently missed in 20 of these studies, whereas they were correctly annotated in 15 more recent studies. At the BRAF V600 locus, the most common example of MNV, several public datasets reported separate BRAF V600E and BRAF V600M variants instead of a single merged V600K variant. VCFs from the TCGA Mutect2 caller were used to develop a solution to merge SNV to MNV. Our custom script used the phasing information from the SNV VCF and determined whether SNVs were at the same codon and needed to be merged into MNV before variant annotation. This study shows that institutions performing NGS sequencing for cancer genomics should incorporate the step of merging MNV as a best practice in their pipelines. SIGNIFICANCE: Identification of incorrect mutation calls in TCGA, including clinically relevant BRAF V600 and KRAS G12, will influence research and potentially clinical decisions.
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Affiliation(s)
- Sujaya Srinivasan
- Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, New Jersey
| | - Natallia Kalinava
- Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, New Jersey
| | | | - Zhipan Li
- Sentieon Inc., Mountain View, California
| | | | | | | | - Xiaozhong Qian
- Translational Medicine, Bristol Myers Squibb, Princeton, New Jersey.,Translational Sciences, Daichi Sankyo, Basking Ridge, New Jersey
| | - Ariella S Sasson
- Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, New Jersey
| | - Hao Tang
- Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, New Jersey
| | - Stefan Kirov
- Informatics and Predictive Sciences, Bristol Myers Squibb, Princeton, New Jersey.
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2
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Proietti I, Michelini S, Skroza N, Mambrin A, Tolino E, Bernardini N, Di Fraia M, Balduzzi V, Marchesiello A, Volpe S, Maddalena P, Calogero A, Romeo G, Porta N, Pacini L, Di Cristofano C, Petrozza V, Potenza C. Melanoma: Double BRAF mutation, double chance to treat? Dermatol Ther 2020; 33:e13820. [PMID: 32530551 DOI: 10.1111/dth.13820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 05/20/2020] [Accepted: 06/10/2020] [Indexed: 11/29/2022]
Affiliation(s)
- Ilaria Proietti
- Department of Medical-Surgical Sciences and Biotechnologies, Dermatology Unit "Daniele Innocenzi", Sapienza University of Rome, Polo Pontino, Italy
| | - Simone Michelini
- Department of Medical-Surgical Sciences and Biotechnologies, Dermatology Unit "Daniele Innocenzi", Sapienza University of Rome, Polo Pontino, Italy
| | - Nevena Skroza
- Department of Medical-Surgical Sciences and Biotechnologies, Dermatology Unit "Daniele Innocenzi", Sapienza University of Rome, Polo Pontino, Italy
| | - Alessandra Mambrin
- Department of Medical-Surgical Sciences and Biotechnologies, Dermatology Unit "Daniele Innocenzi", Sapienza University of Rome, Polo Pontino, Italy
| | - Ersilia Tolino
- Department of Medical-Surgical Sciences and Biotechnologies, Dermatology Unit "Daniele Innocenzi", Sapienza University of Rome, Polo Pontino, Italy
| | - Nicoletta Bernardini
- Department of Medical-Surgical Sciences and Biotechnologies, Dermatology Unit "Daniele Innocenzi", Sapienza University of Rome, Polo Pontino, Italy
| | - Marco Di Fraia
- Department of Medical-Surgical Sciences and Biotechnologies, Dermatology Unit "Daniele Innocenzi", Sapienza University of Rome, Polo Pontino, Italy
| | - Veronica Balduzzi
- Department of Medical-Surgical Sciences and Biotechnologies, Dermatology Unit "Daniele Innocenzi", Sapienza University of Rome, Polo Pontino, Italy
| | - Anna Marchesiello
- Department of Medical-Surgical Sciences and Biotechnologies, Dermatology Unit "Daniele Innocenzi", Sapienza University of Rome, Polo Pontino, Italy
| | - Salvatore Volpe
- Department of Medical-Surgical Sciences and Biotechnologies, Dermatology Unit "Daniele Innocenzi", Sapienza University of Rome, Polo Pontino, Italy
| | - Patrizia Maddalena
- Department of Medical-Surgical Sciences and Biotechnologies, Dermatology Unit "Daniele Innocenzi", Sapienza University of Rome, Polo Pontino, Italy
| | - Antonella Calogero
- Department of Medico-Surgical Sciences and Biotechnologies, Sapienza University, Rome, Italy.,Pathology Unit, I.C.O.T. Hospital, Latina, Italy
| | - Giovanna Romeo
- Department of Medico-Surgical Sciences and Biotechnologies, Sapienza University, Rome, Italy.,Pathology Unit, I.C.O.T. Hospital, Latina, Italy
| | - Natale Porta
- Department of Medico-Surgical Sciences and Biotechnologies, Sapienza University, Rome, Italy.,Pathology Unit, I.C.O.T. Hospital, Latina, Italy
| | - Luca Pacini
- Department of Medico-Surgical Sciences and Biotechnologies, Sapienza University, Rome, Italy.,Pathology Unit, I.C.O.T. Hospital, Latina, Italy
| | - Claudio Di Cristofano
- Department of Medico-Surgical Sciences and Biotechnologies, Sapienza University, Rome, Italy.,Pathology Unit, I.C.O.T. Hospital, Latina, Italy
| | - Vincenzo Petrozza
- Department of Medico-Surgical Sciences and Biotechnologies, Sapienza University, Rome, Italy.,Pathology Unit, I.C.O.T. Hospital, Latina, Italy
| | - Concetta Potenza
- Department of Medical-Surgical Sciences and Biotechnologies, Dermatology Unit "Daniele Innocenzi", Sapienza University of Rome, Polo Pontino, Italy
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3
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Reyes R, Mayo-de-las-Casas C, Teixidó C, Cabrera C, Marín E, Vollmer I, Jares P, Garzón M, Molina-Vila MÁ, Reguart N. Clinical Benefit From BRAF/MEK Inhibition in a Double Non-V600E BRAF Mutant Lung Adenocarcinoma: A Case Report. Clin Lung Cancer 2019; 20:e219-e223. [DOI: 10.1016/j.cllc.2019.02.022] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Revised: 02/11/2019] [Accepted: 02/21/2019] [Indexed: 02/09/2023]
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4
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Popescu A, Haidar A, Anghel RM. Treating malignant melanoma when a rare BRAF V600M mutation is present: case report and literature review. ROMANIAN JOURNAL OF INTERNAL MEDICINE = REVUE ROUMAINE DE MEDECINE INTERNE 2018; 56:122-126. [PMID: 29168975 DOI: 10.1515/rjim-2017-0044] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2017] [Indexed: 06/07/2023]
Abstract
Recent years have brought major advances in the treatment of malignant melanoma. One such an advance is the treatment with BRAF tyrosine-kinase inhibitors in metastatic malignant melanomas that harbor mutations in the BRAF gene. The trials that have been performed in this setting have demonstrated superior response rates and increased overall survival, however, they mostly included patients with melanomas carrying the more common V600E and V600K mutations, not being able to assess the benefit of these treatments in situations where more rare mutations of the BRAF gene are present. We present the evolution of a patient with malignant melanoma with a rare V600M mutation in the BRAF gene, that was eventually treated with vemurafenib. Also we present a brief review of the major phase III trials that showed benefit with tyrosine-kinase inhibitors in BRAF mutated melanoma, with respect to the BRAF mutations included.
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Affiliation(s)
- Andrei Popescu
- Medical Oncology Department, "Colentina" Clinical Hospital, Bucharest, Romania
- "Carol Davila" University of Medicine and Pharmacy, Bucharest, Romania
| | - Andrei Haidar
- Gastroenterology Department, "Colentina" Clinical Hospital, Bucharest, Romania
| | - Rodica Maricela Anghel
- Department of Radiotherapy II, "Prof. Dr. Alexandru Trestioreanu" Institute of Oncology, Bucharest, Romania
- "Carol Davila" University of Medicine and Pharmacy, Bucharest, Romania
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5
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Hamblin A, Wordsworth S, Fermont JM, Page S, Kaur K, Camps C, Kaisaki P, Gupta A, Talbot D, Middleton M, Henderson S, Cutts A, Vavoulis DV, Housby N, Tomlinson I, Taylor JC, Schuh A. Clinical applicability and cost of a 46-gene panel for genomic analysis of solid tumours: Retrospective validation and prospective audit in the UK National Health Service. PLoS Med 2017; 14:e1002230. [PMID: 28196074 PMCID: PMC5308858 DOI: 10.1371/journal.pmed.1002230] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Accepted: 01/04/2017] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Single gene tests to predict whether cancers respond to specific targeted therapies are performed increasingly often. Advances in sequencing technology, collectively referred to as next generation sequencing (NGS), mean the entire cancer genome or parts of it can now be sequenced at speed with increased depth and sensitivity. However, translation of NGS into routine cancer care has been slow. Healthcare stakeholders are unclear about the clinical utility of NGS and are concerned it could be an expensive addition to cancer diagnostics, rather than an affordable alternative to single gene testing. METHODS AND FINDINGS We validated a 46-gene hotspot cancer panel assay allowing multiple gene testing from small diagnostic biopsies. From 1 January 2013 to 31 December 2013, solid tumour samples (including non-small-cell lung carcinoma [NSCLC], colorectal carcinoma, and melanoma) were sequenced in the context of the UK National Health Service from 351 consecutively submitted prospective cases for which treating clinicians thought the patient had potential to benefit from more extensive genetic analysis. Following histological assessment, tumour-rich regions of formalin-fixed paraffin-embedded (FFPE) sections underwent macrodissection, DNA extraction, NGS, and analysis using a pipeline centred on Torrent Suite software. With a median turnaround time of seven working days, an integrated clinical report was produced indicating the variants detected, including those with potential diagnostic, prognostic, therapeutic, or clinical trial entry implications. Accompanying phenotypic data were collected, and a detailed cost analysis of the panel compared with single gene testing was undertaken to assess affordability for routine patient care. Panel sequencing was successful for 97% (342/351) of tumour samples in the prospective cohort and showed 100% concordance with known mutations (detected using cobas assays). At least one mutation was identified in 87% (296/342) of tumours. A locally actionable mutation (i.e., available targeted treatment or clinical trial) was identified in 122/351 patients (35%). Forty patients received targeted treatment, in 22/40 (55%) cases solely due to use of the panel. Examination of published data on the potential efficacy of targeted therapies showed theoretically actionable mutations (i.e., mutations for which targeted treatment was potentially appropriate) in 66% (71/107) and 39% (41/105) of melanoma and NSCLC patients, respectively. At a cost of £339 (US$449) per patient, the panel was less expensive locally than performing more than two or three single gene tests. Study limitations include the use of FFPE samples, which do not always provide high-quality DNA, and the use of "real world" data: submission of cases for sequencing did not always follow clinical guidelines, meaning that when mutations were detected, patients were not always eligible for targeted treatments on clinical grounds. CONCLUSIONS This study demonstrates that more extensive tumour sequencing can identify mutations that could improve clinical decision-making in routine cancer care, potentially improving patient outcomes, at an affordable level for healthcare providers.
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Affiliation(s)
- Angela Hamblin
- Molecular Diagnostics Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
- National Institute for Health Research Biomedical Research Centre, Oxford, United Kingdom
| | - Sarah Wordsworth
- National Institute for Health Research Biomedical Research Centre, Oxford, United Kingdom
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Jilles M. Fermont
- Experimental Medicine and Immunotherapeutics, Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Suzanne Page
- Molecular Diagnostics Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
- National Institute for Health Research Biomedical Research Centre, Oxford, United Kingdom
| | - Kulvinder Kaur
- National Institute for Health Research Biomedical Research Centre, Oxford, United Kingdom
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Carme Camps
- National Institute for Health Research Biomedical Research Centre, Oxford, United Kingdom
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Pamela Kaisaki
- National Institute for Health Research Biomedical Research Centre, Oxford, United Kingdom
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Avinash Gupta
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Denis Talbot
- National Institute for Health Research Biomedical Research Centre, Oxford, United Kingdom
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Mark Middleton
- National Institute for Health Research Biomedical Research Centre, Oxford, United Kingdom
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Shirley Henderson
- Molecular Diagnostics Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
- National Institute for Health Research Biomedical Research Centre, Oxford, United Kingdom
| | - Anthony Cutts
- Molecular Diagnostics Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
- National Institute for Health Research Biomedical Research Centre, Oxford, United Kingdom
| | - Dimitrios V. Vavoulis
- Molecular Diagnostics Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
- National Institute for Health Research Biomedical Research Centre, Oxford, United Kingdom
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Nick Housby
- Molecular Diagnostics Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
- National Institute for Health Research Biomedical Research Centre, Oxford, United Kingdom
| | - Ian Tomlinson
- National Institute for Health Research Biomedical Research Centre, Oxford, United Kingdom
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Jenny C. Taylor
- National Institute for Health Research Biomedical Research Centre, Oxford, United Kingdom
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Anna Schuh
- Molecular Diagnostics Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
- National Institute for Health Research Biomedical Research Centre, Oxford, United Kingdom
- Department of Oncology, University of Oxford, Oxford, United Kingdom
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6
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Abstract
Thanks to modern techniques, molecular signatures for melanoma are now identifiable and have opened new horizons in the treatment of metastatic disease with molecular-targeted therapies. We distinguish different melanoma subtypes on the basis of genetic mutations such as BRAFV600E and we can therefore hypothesize the existence of corresponding morphological patterns that might be detected in vivo by noninvasive diagnostic tools such as dermoscopy and confocal microscopy. Eight BRAFV600E mutated melanomas (six primary and two metastases) were collected, matched in terms of age, sex, and thickness wild-type controls, and analyzed. In this preliminary study, regression, corresponding to fibrosis and melanophages in the dermis, was the predominant pattern and was also observed confocally when dermoscopy showed no peppering. In particular, confocal microscopy could not only detect regression but also provided a semiquantitative analysis of its grade through the count of melanophages. Confocal microscopy can be proposed as a useful tool in the preliminary screening and characterization of BRAFV600E mutated melanomas, providing new insights for patients' screening and follow-up.
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7
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Ponti G, Tomasi A, Maiorana A, Ruini C, Maccaferri M, Cesinaro AM, Depenni R, Manni P, Gelsomino F, Giusti F, Garagnani L, Pellacani G. BRAFp.V600E, p.V600K, and p.V600R Mutations in Malignant Melanoma: Do They Also Differ in Immunohistochemical Assessment and Clinical Features? Appl Immunohistochem Mol Morphol 2016; 24:30-4. [PMID: 26633701 DOI: 10.1097/pai.0000000000000153] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Although the detection of BRAF p.V600E mutation by immunohistochemistry was clearly described in melanoma, discordant evidences were reported for the detection of p.V600K and p.V600R mutations. The aim of the study was to evaluate the efficacy of BRAFp.V600E, p.V600K, and p.V600R detection by immunohistochemistry in melanoma. MATERIALS AND METHODS Immunohistochemistry with VE1 antibody was performed on 18 tissue samples of metastatic melanomas with known BRAF mutational status. RESULTS The concordance rate of immunohistochemistry was 100% for p.V600E mutation. In contrast, the 7 p.V600K-mutated melanomas were scored as negative. p.V600K-mutated melanomas were significantly associated with older age, male sex, and worst clinical outcome. CONCLUSIONS Immunohistochemistry could efficaciously be adopted as a first step for the detection of BRAFp.V600E mutation in the initial selection of patients with advanced melanomas as candidates for BRAF inhibitors. It should be followed by molecular techniques in p.V600E-negative melanomas, for the specific search of p.V600K and other non-p.V600E BRAF mutations.
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Affiliation(s)
- Giovanni Ponti
- Departments of *Clinical and Diagnostic Medicine and Public Health †Pathology ‡Dermatology §Oncology, University of Modena and Reggio Emilia, Modena, Italy
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8
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Melchior L, Grauslund M, Bellosillo B, Montagut C, Torres E, Moragón E, Micalessi I, Frans J, Noten V, Bourgain C, Vriesema R, van der Geize R, Cokelaere K, Vercooren N, Crul K, Rüdiger T, Buchmüller D, Reijans M, Jans C. Multi-center evaluation of the novel fully-automated PCR-based Idylla™ BRAF Mutation Test on formalin-fixed paraffin-embedded tissue of malignant melanoma. Exp Mol Pathol 2015; 99:485-91. [PMID: 26407762 DOI: 10.1016/j.yexmp.2015.09.004] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2015] [Accepted: 09/18/2015] [Indexed: 11/21/2022]
Abstract
The advent of BRAF-targeted therapies led to increased survival in patients with metastatic melanomas harboring a BRAF V600 mutation (implicated in 46-48% of malignant melanomas). The Idylla(™) System (Idylla(™)), i.e., the real-time-PCR-based Idylla(™) BRAF Mutation Test performed on the fully-automated Idylla(™) platform, enables detection of the most frequent BRAF V600 mutations (V600E/E2/D, V600K/R/M) in tumor material within approximately 90 min and with 1% detection limit. Idylla(™) performance was determined in a multi-center study by analyzing BRAF mutational status of 148 archival formalin-fixed paraffin-embedded (FFPE) tumor samples from malignant melanoma patients, and comparing Idylla(™) results with assessments made by commercial or in-house routine diagnostic methods. Of the 148 samples analyzed, Idylla(™) initially recorded 7 insufficient DNA input calls and 15 results discordant with routine method results. Further analysis learned that the quality of 8 samples was insufficient for Idylla(™) testing, 1 sample had an invalid routine test result, and Idylla(™) results were confirmed in 10 samples. Hence, Idylla(™) identified all mutations present, including 7 not identified by routine methods. Idylla(™) enables fully automated BRAF V600 testing directly on FFPE tumor tissue with increased sensitivity, ease-of-use, and much shorter turnaround time compared to existing diagnostic tests, making it a tool for rapid, simple and highly reliable analysis of therapeutically relevant BRAF mutations, in particular for diagnostic units without molecular expertise and infrastructure.
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Affiliation(s)
- Linea Melchior
- Department of Pathology, Copenhagen University Hospital, Copenhagen, Denmark
| | - Morten Grauslund
- Department of Pathology, Copenhagen University Hospital, Copenhagen, Denmark
| | | | | | - Erica Torres
- Pathology Department, Hospital del Mar, Barcelona, Spain
| | - Ester Moragón
- Pathology Department, Hospital del Mar, Barcelona, Spain
| | - Isabel Micalessi
- Department Clinical Biology, Imelda Hospital, Bonheiden, Belgium
| | - Johan Frans
- Department Clinical Biology, Imelda Hospital, Bonheiden, Belgium
| | - Veerle Noten
- Department Anatomic Pathology, Imelda Hospital, Bonheiden, Belgium
| | - Claire Bourgain
- Department Anatomic Pathology, Imelda Hospital, Bonheiden, Belgium
| | - Renske Vriesema
- Unit Molecular Pathology, Laboratorium Pathologie Oost-Nederland, Hengelo, The Netherlands
| | - Robert van der Geize
- Unit Molecular Pathology, Laboratorium Pathologie Oost-Nederland, Hengelo, The Netherlands
| | | | | | - Katrien Crul
- Pathology Department, Jan Yperman Hospital, Ieper, Belgium
| | - Thomas Rüdiger
- Pathology Department, Städtischen Klinikum Karlsruhe, Germany
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9
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Kwong LN, Boland GM, Frederick DT, Helms TL, Akid AT, Miller JP, Jiang S, Cooper ZA, Song X, Seth S, Kamara J, Protopopov A, Mills GB, Flaherty KT, Wargo JA, Chin L. Co-clinical assessment identifies patterns of BRAF inhibitor resistance in melanoma. J Clin Invest 2015; 125:1459-70. [PMID: 25705882 DOI: 10.1172/jci78954] [Citation(s) in RCA: 96] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2014] [Accepted: 01/09/2015] [Indexed: 12/13/2022] Open
Abstract
Multiple mechanisms have been described that confer BRAF inhibitor resistance to melanomas, yet the basis of this resistance remains undefined in a sizable portion of patient samples. Here, we characterized samples from a set of patients with melanoma that included individuals at baseline diagnosis, on BRAF inhibitor treatment, and with resistant tumors at both the protein and RNA levels. Using RNA and DNA sequencing, we identified known resistance-conferring mutations in 50% (6 of 12) of the resistant samples. In parallel, targeted proteomic analysis by protein array categorized the resistant samples into 3 stable groups, 2 of which were characterized by reactivation of MAPK signaling to different levels and 1 that was MAPK independent. The molecular relevance of these classifications identified in patients was supported by both mutation data and the similarity of resistance patterns that emerged during a co-clinical trial in a genetically engineered mouse (GEM) model of melanoma that recapitulates the development of BRAF inhibitor resistance. Additionally, we defined candidate biomarkers in pre- and early-treatment patient samples that have potential for predicting clinical responses. On the basis of these observations, we suggest that BRAF inhibitor-resistant melanomas can be actionably classified using protein expression patterns, even without identification of the underlying genetic alteration.
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10
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Parakh S, Murphy C, Lau D, Cebon JS, Andrews MC. Response to MAPK pathway inhibitors in BRAF V600M-mutated metastatic melanoma. J Clin Pharm Ther 2014; 40:121-3. [PMID: 25382067 DOI: 10.1111/jcpt.12229] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2014] [Accepted: 10/07/2014] [Indexed: 11/28/2022]
Abstract
WHAT IS KNOWN AND OBJECTIVE The management of metastatic melanoma has changed significantly in the past decade with the development of immunotherapies and targeted molecular therapies. Trials of targeted therapies have focused mainly on patients with the most common BRAF V600 mutations, namely V600E/K substitutions, with very little information available on the benefit of targeted therapies on less commonly occurring mutations such as V600R/D and M. CASE SUMMARY We present a 54-year-old man with metastatic melanoma harbouring a rare BRAF V600M mutation, who experienced clinical and radiological response to combined therapy with the BRAF inhibitor dabrafenib and MEK inhibitor trametinib. WHAT IS NEW AND CONCLUSION As our understanding of these therapies evolves and an increasing number of patients have mutational testing performed, there is a clear imperative--as highlighted by this case--to test for rarer mutations and facilitate their inclusion both in everyday practice and in future clinical trials.
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Affiliation(s)
- S Parakh
- Ludwig Institute for Cancer Research - Austin Branch, Heidelberg, Vic., Australia; Joint Austin-Ludwig Medical Oncology Unit, Austin Health, Heidelberg, Vic., Australia
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11
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Meador CB, Micheel CM, Levy MA, Lovly CM, Horn L, Warner JL, Johnson DB, Zhao Z, Anderson IA, Sosman JA, Vnencak-Jones CL, Dahlman KB, Pao W. Beyond histology: translating tumor genotypes into clinically effective targeted therapies. Clin Cancer Res 2014; 20:2264-75. [PMID: 24599935 DOI: 10.1158/1078-0432.ccr-13-1591] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Increased understanding of intertumoral heterogeneity at the genomic level has led to significant advancements in the treatment of solid tumors. Functional genomic alterations conferring sensitivity to targeted therapies can take many forms, and appropriate methods and tools are needed to detect these alterations. This review provides an update on genetic variability among solid tumors of similar histologic classification, using non-small cell lung cancer and melanoma as examples. We also discuss relevant technological platforms for discovery and diagnosis of clinically actionable variants and highlight the implications of specific genomic alterations for response to targeted therapy.
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Affiliation(s)
- Catherine B Meador
- Authors' Affiliations: Departments of Cancer Biology, Medicine, Biomedical Informatics, and Pathology, Microbiology, and Immunology; Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, Tennessee
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12
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Molecular targeted approaches for advanced BRAF V600, N-RAS, c-KIT, and GNAQ melanomas. DISEASE MARKERS 2014; 2014:671283. [PMID: 24591764 PMCID: PMC3925612 DOI: 10.1155/2014/671283] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2013] [Revised: 11/19/2013] [Accepted: 11/19/2013] [Indexed: 02/03/2023]
Abstract
The introduction of a newly developed target therapy for metastatic melanomas poses the challenge to have a good molecular stratification of those patients who may benefit from this therapeutic option. Practically, BRAF mutation status (V600E) is commonly screened although other non-V600E mutations (i.e., K-R-M-D) could be found in some patients who respond to therapy equally to the patients harboring V600E mutations. Furthermore, other mutations, namely, N-RAS, KIT, and GNAQ, should be sequenced according to distinct melanoma specific subtypes and clinical aspects. In our report, a practical flow chart is described along with our experience in this field.
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13
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Huang T, Karsy M, Zhuge J, Zhong M, Liu D. B-Raf and the inhibitors: from bench to bedside. J Hematol Oncol 2013; 6:30. [PMID: 23617957 PMCID: PMC3646677 DOI: 10.1186/1756-8722-6-30] [Citation(s) in RCA: 71] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2013] [Accepted: 04/22/2013] [Indexed: 11/10/2022] Open
Abstract
The B-Raf protein is a key signaling molecule in the mitogen activated protein kinase (MAPK) signaling pathway and has been implicated in the pathogenesis of a variety of cancers. An important V600E mutation has been identified and can cause constitutive B-Raf activation. Recent studies have evaluated a variety of small molecule inhibitors targeting B-Raf, including PLX4032/vemurafenib, dabrafenib, LGX818, GDC0879, XL281, ARQ736, PLX3603 (RO5212054), and RAF265. Therapeutic resistance has been identified and various mechanisms described. This review also discussed the current understanding of B-Raf signaling mechanism, methods of mutation detection, treatment strategies as well as potential methods of overcoming therapeutic resistance.
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Affiliation(s)
- Tiangui Huang
- Department of Pathology, Westchester Medical Center and New York Medical College, Valhalla, NY 10595, USA
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Akinleye A, Furqan M, Mukhi N, Ravella P, Liu D. MEK and the inhibitors: from bench to bedside. J Hematol Oncol 2013; 6:27. [PMID: 23587417 PMCID: PMC3626705 DOI: 10.1186/1756-8722-6-27] [Citation(s) in RCA: 202] [Impact Index Per Article: 18.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2013] [Accepted: 04/05/2013] [Indexed: 01/16/2023] Open
Abstract
Four distinct MAP kinase signaling pathways involving 7 MEK enzymes have been identified. MEK1 and MEK2 are the prototype members of MEK family proteins. Several MEK inhibitors are in clinical trials. Trametinib is being evaluated by FDA for the treatment of metastatic melanoma with BRAF V600 mutation. Selumetinib has been studied in combination with docetaxel in phase II randomized trial in previously treated patients with advanced lung cancer. Selumetinib group had better response rate and progression-free survival. This review also summarized new MEK inhibitors in clinical development, including pimasertib, refametinib, PD-0325901, TAK733, MEK162 (ARRY 438162), RO5126766, WX-554, RO4987655 (CH4987655), GDC-0973 (XL518), and AZD8330.
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Affiliation(s)
- Akintunde Akinleye
- Department of Medicine, Westchester Medical Center and New York Medical College, Valhalla, NY, 10595, USA
| | - Muhammad Furqan
- Department of Medicine, Westchester Medical Center and New York Medical College, Valhalla, NY, 10595, USA
| | - Nikhil Mukhi
- Department of Medicine, Westchester Medical Center and New York Medical College, Valhalla, NY, 10595, USA
| | - Pavan Ravella
- Department of Medicine, Westchester Medical Center and New York Medical College, Valhalla, NY, 10595, USA
| | - Delong Liu
- Department of Medicine, Westchester Medical Center and New York Medical College, Valhalla, NY, 10595, USA
- Division of Hematology and Oncology, New York Medical College and Westchester Medical Center, Valhalla, NY, USA
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BRAF inhibitor activity in V600R metastatic melanoma--response. Eur J Cancer 2013; 49:1797-8. [PMID: 23490649 DOI: 10.1016/j.ejca.2013.02.010] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2013] [Accepted: 02/08/2013] [Indexed: 11/23/2022]
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Ponti G, Pellacani G, Tomasi A, Gelsomino F, Spallanzani A, Depenni R, Al Jalbout S, Simi L, Garagnani L, Borsari S, Conti A, Ruini C, Fontana A, Luppi G. The somatic affairs of BRAF: tailored therapies for advanced malignant melanoma and orphan non-V600E (V600R-M) mutations. J Clin Pathol 2013; 66:441-5. [PMID: 23463675 DOI: 10.1136/jclinpath-2012-201345] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
BRAF V600R-M-D are uncommon mutations, not included in the experimental protocols of BRAF selective inhibitors. We report the evaluation of correlations among different types of BRAF somatic mutations in melanoma and their management with BRAF inhibitors. 21 patients with BRAF mutated metastatic melanoma were enrolled in the protocol with BRAF inhibitors for compassionate use at the University of Modena. Hot spot V600E mutations were found in 19 patients. V600R mutation and double (V600E -V600M) mutation were identified in two melanomas. In one case, V600K mutation was found. Two screening failures were noted. Mean progression free survival at follow-up of to 8 weeks, was 7.6 months. Five patients had a very short follow-up and the experimental protocol is still ongoing, so we cannot provide complete follow-up data. However, all of them are still under treatment and disease progression free. An objective response with few side effects was observed in all patients. in vitro studies with the aim of testing drug sensitivity.
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Affiliation(s)
- Giovanni Ponti
- Department of Clinical and Diagnostic Medicine and Public Health, University Hospital of Modena and Reggio Emilia, Modena, Italy.
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