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McFadden JR, Chaudhari AS, Stevanovic M, Tsongalis GJ, Hughes EG, Sriharan A. Gain of CCND1 May Occur Too Infrequently in Cutaneous Melanoma, and Too Late in Melanomagenesis, to Be Diagnostically Useful: Genomic Analysis of 88 Cases. Am J Dermatopathol 2023; 45:311-319. [PMID: 36939129 PMCID: PMC10916931 DOI: 10.1097/dad.0000000000002420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2023]
Abstract
ABSTRACT Genomic analysis is an important tool in the diagnosis of histologically ambiguous melanocytic neoplasms. Melanomas, in contrast to nevi, are characterized by the presence of multiple copy number alterations. One such alteration is gain of the proto-oncogene CCND1 at 11q13. In melanoma, gain of CCND1 has been reported in approximately one-fifth of cases. Exact frequencies of CCND1 gain vary by melanoma subtype, ranging from 15.8% for lentigo maligna to 25.1% for acral melanoma. We present a cohort of 72 cutaneous melanomas from 2017-2022 in which only 6 (8.3%) showed evidence of CCND1 gain by chromosomal microarray. This CCND1 upregulation frequency falls well below those previously published and is significantly lower than estimated in the literature ( P < 0.05). In addition, all 6 melanomas with CCND1 gain had copy number alterations at other loci (most commonly CDKN2A loss, followed by RREB1 gain), and 5 were either thick or metastatic lesions. This suggests that CCND1 gene amplification may be a later event in melanomagenesis, long after a lesion would be borderline or equivocal by histology. Data from fluorescence in situ hybridization, performed on 16 additional cutaneous melanomas, further corroborate our findings. CCND1 gain may not be a common alteration in melanoma and likely occurs too late in melanomagenesis to be diagnostically useful. We present the largest chromosomal microarray analysis of CCND1 upregulation frequencies in cutaneous melanoma, conjecture 3 hypotheses to explain our novel observation, and discuss implications for the inclusion or exclusion of CCND1 probes in future melanoma gene panels.
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Affiliation(s)
- Jason R. McFadden
- Department of Biological Sciences, Dartmouth College, Hanover, New Hampshire
| | | | - Mirjana Stevanovic
- Department of Pathology and Laboratory Medicine, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Gregory J. Tsongalis
- Department of Pathology and Laboratory Medicine, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- Department of Pathology and Laboratory Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | - Edward G. Hughes
- Department of Pathology and Laboratory Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | - Aravindhan Sriharan
- Department of Pathology and Laboratory Medicine, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- Department of Pathology and Laboratory Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
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Liu J, Yu W, Gao F, Qi S, Du J, Ma X, Zhang Y, Zheng J, Su J. CCND1 copy number increase and cyclin D1 expression in acral melanoma: a comparative study of fluorescence in situ hybridization and immunohistochemistry in a Chinese cohort. Diagn Pathol 2021; 16:60. [PMID: 34225728 PMCID: PMC8259423 DOI: 10.1186/s13000-021-01116-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Accepted: 06/07/2021] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND CCND1 copy number increase is characteristic of acral melanoma and is useful in distinguishing benign and malignant acral melanocytic lesions. Increase of the gene copy number may result in protein overexpression. This raises the possibility that detection of high expression of cyclin D1 by immunohistochemistry (IHC) may be used as a surrogate for direct evaluation of increase in the CCND1 gene copy number. METHODS We examined increases in CCND1 copy number with fluorescence in situ hybridization (FISH), and examined cyclin D1 protein expression with IHC in 61 acral melanomas. RESULTS Using FISH, 29 acral melanomas (29/61, 47.5%) showed increase in the CCND1 copy number, including 8 (8/61, 13.1%) which showed low-level increase in the CCND1 copy number and 21 (21/61, 34.4%) with high-level increase in the CCND1 copy number. By analysis of IHC, the median IHC score was 15% (range: 1-80%) in acral melanomas with no CCND1 copy number alteration. In acral melanomas with low-level CCND1 copy number increase, the median IHC score was 25% (range: 3-90%). In acral melanomas with high-level CCND1 copy number increase, the median IHC score was 60% (range: 1-95%). Comparing FISH and IHC, cyclin D1 protein expression level has no corelation with the CCND1 copy number in acral melanomas which have no CCND1 copy number alteration and low-level CCND1 copy number increase (P = 0.108). Cyclin D1 protein expression level correlated positively with CCND1 copy number in acral melanomas with high-level CCND1 copy number increase (P = 0.038). The sensitivity, specificity and positive predictive value of using cyclin D1 IHC to predict CCND1 FISH result was 72.4, 62.5 and 63.6%. Increase in CCND1 copy number was associated with Breslow thickness in invasive acral melanoma. CONCLUSION High-level increase in the CCND1 copy number can induce high cyclin D1 protein expression in acral melanomas. However low-level increase and normal CCND1 copy number have no obvious correlation with protein expression. Cyclin D1 IHC cannot serve as a surrogate for CCND1 FISH in acral melanomas.
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Affiliation(s)
- Jianying Liu
- Department of Pathology, School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, 38 Xueyuan Road, Beijing, 100191, China
| | - Wenjuan Yu
- Department of Pathology, The Affiliated Hospital of Qingdao University, Qingdao, 266003, China
| | - Fei Gao
- Department of Pathology, School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, 38 Xueyuan Road, Beijing, 100191, China
| | - Shuangshuang Qi
- Department of Pathology, School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, 38 Xueyuan Road, Beijing, 100191, China
| | - Juan Du
- Department of Pathology, School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, 38 Xueyuan Road, Beijing, 100191, China
| | - Xiaolong Ma
- Department of Pathology, School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, 38 Xueyuan Road, Beijing, 100191, China
| | - Yan Zhang
- Department of Pathology, School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, 38 Xueyuan Road, Beijing, 100191, China
| | - Jie Zheng
- Department of Pathology, School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, 38 Xueyuan Road, Beijing, 100191, China
| | - Jing Su
- Department of Pathology, School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, 38 Xueyuan Road, Beijing, 100191, China.
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Roy T, Bhattacharjee P. Performance analysis of melanoma classifier using electrical modeling technique. Med Biol Eng Comput 2020; 58:2443-2454. [PMID: 32770290 DOI: 10.1007/s11517-020-02241-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2020] [Accepted: 07/27/2020] [Indexed: 11/25/2022]
Abstract
An efficient and novel modeling approach is proposed in this paper for identifying proteins or genes involved in melanoma skin cancer. Two types of classifiers are modeled, based on the chemical structure and hydropathy property of amino acids. These classifiers are further implemented using NI LabVIEW-based hardware kit to observe the real-time response for proper diagnosis. The phase responses, pole-zero diagrams, and transient responses are examined to screen out the genes related to melanoma from healthy genes. The performance of the proposed classifier is measured using various performance measurement metrics in terms of accuracy, sensitivity, specificity, etc. The classifier is experimented along with a color code scheme on skin genes and illustrates the superiority in comparison with traditional methods by achieving 94% of classification accuracy with 96% of sensitivity.Graphical abstract An equivalent electrical model is developed for designing melanoma classifier. Initially, each amino acid is modeled using the RC passive circuit depending on their physicochemical structure and hydropathy nature, to form a gene structure model. The melanoma-related genes are detected by phase, transient, and color code analysis.
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Affiliation(s)
- Tanusree Roy
- Department of Electrical and Electronics Engineering, University of Engineering and Management, Kolkata, 700135, India.
| | - Pranabesh Bhattacharjee
- Department of Electrical and Electronics Engineering, University of Engineering and Management, Kolkata, 700135, India
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4
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Beretti F, Bertoni L, Farnetani F, Pellegrini C, Gorelli G, Cesinaro AM, Reggiani Bonetti L, Di Nardo L, Kaleci S, Chester J, Longo C, Massi D, Fargnoli MC, Pellacani G. Melanoma types by in vivo reflectance confocal microscopy correlated with protein and molecular genetic alterations: A pilot study. Exp Dermatol 2019; 28:254-260. [PMID: 30636079 DOI: 10.1111/exd.13877] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Revised: 12/21/2018] [Accepted: 01/07/2019] [Indexed: 12/21/2022]
Abstract
Cutaneous melanoma (CM) is one of the most prevalent skin cancers, which lacks both a prognostic marker and a specific and lasting treatment, due to the complexity of the disease and heterogeneity of patients. Reflectance confocal microscopy (RCM) in vivo analysis is a versatile approach offering immediate morphological information, enabling the identification of four primary cutaneous RCM CM types. Whether RCM CM types are associated with a specific protein and molecular genetic profiles at the tissue level remains unclear. The current pilot study was designed to identify potential correlations between RCM CM types and specific biological characteristics, combining immunohistochemistry (IHC) and molecular analyses. Eighty primary CMs evaluated at patient bedside with RCM (type 1 [19, 24%], type 2 [12, 15%], type 3 [7, 9%] and type 4 [42, 52%]) were retrospectively evaluated by IHC stains (CD271, CD20, CD31, cyclin D1), fluorescence in situ hybridization FISH for MYC gain and CDKN2A loss and molecular analysis for somatic mutations (BRAF, NRAS and KIT). RCM CM types correlated with markers of stemness property, density of intra-tumoral lymphocytic B infiltrate and cyclin D1 expression, while no significant association was found with blood vessel density nor molecular findings. RCM CM types show a different marker profile expression, suggestive of a progression and an increase in aggressiveness, according to RCM morphologies.
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Affiliation(s)
- Francesca Beretti
- Department of Surgery, Medicine, Dentistry and Morphological Sciences with interest in Transplant, Oncology and Regenerative Medicine, University of Modena and Reggio Emilia, Modena, Italy
| | - Laura Bertoni
- Department of Surgery, Medicine, Dentistry and Morphological Sciences with interest in Transplant, Oncology and Regenerative Medicine, University of Modena and Reggio Emilia, Modena, Italy
| | - Francesca Farnetani
- Department of Surgery, Medicine, Dentistry and Morphological Sciences with interest in Transplant, Oncology and Regenerative Medicine, University of Modena and Reggio Emilia, Modena, Italy
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
| | | | - Greta Gorelli
- Division of Pathological Anatomy, Department of Surgery and Translational Medicine, University of Florence, Florence, Italy
| | - Anna Maria Cesinaro
- Anatomic Pathology, Azienda Ospedaliero-Universitaria Policlinico, Modena, Italy
| | - Luca Reggiani Bonetti
- Department of Medical and Surgical Sciences of Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Lucia Di Nardo
- Department of Dermatology, University of L'Aquila, L'Aquila, Italy
| | - Shaniko Kaleci
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
| | - Johanna Chester
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
| | - Caterina Longo
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
- Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Centro Oncologico ad Alta Tecnologia Diagnostica, Reggio Emilia, Italy
| | - Daniela Massi
- Division of Pathological Anatomy, Department of Surgery and Translational Medicine, University of Florence, Florence, Italy
| | - Maria C Fargnoli
- Department of Dermatology, University of L'Aquila, L'Aquila, Italy
| | - Giovanni Pellacani
- Department of Surgery, Medicine, Dentistry and Morphological Sciences with interest in Transplant, Oncology and Regenerative Medicine, University of Modena and Reggio Emilia, Modena, Italy
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
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5
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Ravaioli GM, Dika E, Lambertini M, Chessa MA, Fanti PA, Patrizi A. Acral melanoma: correlating the clinical presentation to the mutational status. GIORN ITAL DERMAT V 2018. [PMID: 29512974 DOI: 10.23736/s0392-0488.18.05791-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Acral lentiginous melanoma (ALM) is the most common type of malignant melanoma (MM) in Asians, Afro-Americans and Middle-Easterners. It represents 1.5-10% of all MM cases, being the most common histological type of MM arising on palms, soles and nail apparatus, which is more generically defined as acral MM. To date no risk factors have been officially established, however a history of trauma may be involved in the pathogenesis of acral MM. This shows heterogeneous clinical features and frequently presents with advanced stage and aggressive behavior, often as a result of misdiagnosis or delayed identification. Dermoscopy is helpful for an early diagnosis of ALM: the most characteristic dermoscopic patterns are the parallel ridge and the irregular diffuse pigmentation. On histopathology ALM displays a lentiginous growth pattern, with melanocytes arranged as solitary units along the basilar epidermis, without notable pagetoid growth in the early stage. Not all acral MMs present a lentiginous pattern: superficial spreading melanoma and nodular melanoma patterns are also possible. Novel studies investigating the biologic characteristics of acral MM reported variable results: the overall mutational rates ranged respectively between 8.5% and 23% for KIT, between 3.6% and 33.3% for BRAF and between 3% and 47% for NRAS in ALMs. Increasing attention has been recently given to other genes, such as telomerase reverse transcriptase, platelet-derived growth factor receptor alfa and cyclin D1. Larger molecular investigations urge to describe the molecular profile of acral MM, to allow the development of specific targeted therapies.
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Affiliation(s)
- Giulia M Ravaioli
- Section of Dermatology, Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy -
| | - Emi Dika
- Section of Dermatology, Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy
| | - Martina Lambertini
- Section of Dermatology, Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy
| | - Marco A Chessa
- Section of Dermatology, Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy
| | - Pier Alessandro Fanti
- Section of Dermatology, Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy
| | - Annalisa Patrizi
- Section of Dermatology, Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy
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6
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Fluorescence in situ hybridisation as an ancillary tool in the diagnosis of acral melanoma: a review of 44 cases. Pathology 2017; 49:740-749. [DOI: 10.1016/j.pathol.2017.08.006] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Revised: 08/05/2017] [Accepted: 08/14/2017] [Indexed: 12/19/2022]
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7
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Malignant melanoma of sun-protected sites: a review of clinical, histological, and molecular features. J Transl Med 2017; 97:630-635. [PMID: 28092366 DOI: 10.1038/labinvest.2016.147] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Revised: 11/22/2016] [Accepted: 12/06/2016] [Indexed: 01/16/2023] Open
Abstract
In most cases of cutaneous melanoma, ultraviolet (UV) radiation is recognized as a prominent risk factor. Less is known regarding the mechanisms of mutagenesis for melanoma arising in sun-protected sites, such as acral and mucosal melanoma. Acral and mucosal melanoma share many common features, including a late age of onset, a broad radial growth phase with prominent lentiginous growth, the presence of field cancerization cells, and, in most cases, lack of a precursor nevus. In addition to early chromosomal instability, many of the same genes are also involved in these two distinct melanoma subtypes. To better understand non-UV-mediated pathogenesis in melanoma, we conducted a joint literature review of clinical, histological, and molecular features in acral and mucosal melanoma. We also reviewed the current literature regarding aberrations in KIT, PDGFRA, TERT, and other commonly involved genes. By comparing common features of these two subtypes, we suggest potential mechanisms underlying acral and/or mucosal melanoma and offer direction for future investigations.
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8
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Ascierto PA, Accorona R, Botti G, Farina D, Fossati P, Gatta G, Gogas H, Lombardi D, Maroldi R, Nicolai P, Ravanelli M, Vanella V. Mucosal melanoma of the head and neck. Crit Rev Oncol Hematol 2017; 112:136-152. [DOI: 10.1016/j.critrevonc.2017.01.019] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2016] [Revised: 12/27/2016] [Accepted: 01/31/2017] [Indexed: 02/08/2023] Open
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Jahn SW, Kashofer K, Halbwedl I, Winter G, El-Shabrawi-Caelen L, Mentzel T, Hoefler G, Liegl-Atzwanger B. Mutational dichotomy in desmoplastic malignant melanoma corroborated by multigene panel analysis. Mod Pathol 2015; 28:895-903. [PMID: 25769001 DOI: 10.1038/modpathol.2015.39] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2014] [Revised: 12/29/2014] [Accepted: 12/29/2014] [Indexed: 12/17/2022]
Abstract
Desmoplastic malignant melanoma is a distinct melanoma entity histologically subtyped into mixed and pure forms due to significantly reduced lymph node metastases in the pure form. Recent reports investigating common actionable driver mutations have demonstrated a lack of BRAF, NRAS, and KIT mutation in pure desmoplastic melanoma. In search for alternative driver mutations next generation amplicon sequencing for hotspot mutations in 50 genes cardinal to tumorigenesis was performed and in addition the RET G691S polymorphism was investigated. Data from 21 desmoplastic melanomas (12 pure and 9 mixed) were retrieved. Pure desmoplastic melanomas were either devoid of mutations (50%) or displayed mutations in tumor suppressor genes (TP53, CDKN2A, and SMAD4) singularly or in combination with the exception of a PIK3CA double-mutation lacking established biological relevance. Mixed desmoplastic melanomas on the contrary were frequently mutated (89%), and 67% exhibited activating mutations similar to common-type cutaneous malignant melanomas (BRAF, NRAS, FGFR2, and ERBB2). Separate analysis of morphologically heterogeneous tumor areas in four mixed desmoplastic malignant melanomas displayed no difference in mutation status and RET G691 status. GNAQ and GNA11, two oncogenes in BRAF and NRAS wild-type uveal melanomas, were not mutated in our cohort. The RET G691S polymorphism was found in 25% of pure and 38% of mixed desmoplastic melanomas. Apart from RET G691S our findings demonstrate absence of activating driver mutations in pure desmoplastic melanoma beyond previously investigated oncogenes (BRAF, NRAS, and KIT). The findings underline the therapeutic dichotomy of mixed versus pure desmoplastic melanoma with regard to activating mutations primarily of the mitogen-activated protein kinase pathway.
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Affiliation(s)
- Stephan W Jahn
- Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Karl Kashofer
- Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Iris Halbwedl
- Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Gerlinde Winter
- Institute of Pathology, Medical University of Graz, Graz, Austria
| | | | | | - Gerald Hoefler
- Institute of Pathology, Medical University of Graz, Graz, Austria
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Troussier I, Baglin AC, Marcy PY, Even C, Moya-Plana A, Krengli M, Thariat J. Mélanomes muqueux de la tête et du cou : état actuel des pratiques et controverses. Bull Cancer 2015; 102:559-67. [DOI: 10.1016/j.bulcan.2015.04.013] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2015] [Revised: 01/29/2015] [Accepted: 04/14/2015] [Indexed: 02/03/2023]
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11
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Tseng D, Kim J, Warrick A, Nelson D, Pukay M, Beadling C, Heinrich M, Selim MA, Corless CL, Nelson K. Oncogenic mutations in melanomas and benign melanocytic nevi of the female genital tract. J Am Acad Dermatol 2014; 71:229-36. [PMID: 24842760 DOI: 10.1016/j.jaad.2014.03.033] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2013] [Revised: 03/03/2014] [Accepted: 03/15/2014] [Indexed: 12/31/2022]
Abstract
BACKGROUND The genetic heterogeneity of melanomas and melanocytic nevi of the female genital tract is poorly understood. OBJECTIVE We aim to characterize the frequency of mutations of the following genes: BRAF, NRAS, KIT, GNA11, and GNAQ in female genital tract melanomas. We also characterize the frequency of BRAF mutations in female genital tract melanomas compared with melanocytic nevi. METHODS Mutational screening was performed on the following female genital tract melanocytic neoplasms: 25 melanomas, 7 benign melanocytic nevi, and 4 atypical melanocytic nevi. RESULTS Of the 25 female genital tract melanoma specimens queried, KIT mutations were detected in 4 (16.0%), NRAS mutations in 4 (16.0%), and BRAF mutations in 2 (8.0%) samples. Two of the tumors with KIT mutations harbored double mutations in the same exon. No GNAQ or GNA11 mutations were identified among 11 melanomas screened. BRAF V600E mutations were detected in 7 of 7 benign melanocytic genital nevi (100%) and 3 of 4 atypical genital nevi (75%). LIMITATIONS Our study is limited by the small sample size of this rare subset of melanomas. CONCLUSION KIT, NRAS, and BRAF mutations are found in a subset of female genital tract melanomas. Screening for oncogenic mutations is important for developing and applying clinical therapies for melanomas of the female genital tract.
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Affiliation(s)
- Diane Tseng
- Harvard University, Cambridge, Massachusetts; Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Julie Kim
- Department of Dermatology, Duke University Medical Center, Durham, North Carolina
| | - Andrea Warrick
- Knight Diagnostic Laboratories, Oregon Health and Science University, Portland, Oregon
| | - Dylan Nelson
- Knight Diagnostic Laboratories, Oregon Health and Science University, Portland, Oregon
| | - Marina Pukay
- Knight Diagnostic Laboratories, Oregon Health and Science University, Portland, Oregon
| | - Carol Beadling
- Knight Diagnostic Laboratories, Oregon Health and Science University, Portland, Oregon
| | - Michael Heinrich
- Division of Hematology and Oncology, Oregon Health and Science University, Portland, Oregon
| | - Maria Angelica Selim
- Department of Dermatology, Duke University Medical Center, Durham, North Carolina
| | - Christopher L Corless
- Knight Diagnostic Laboratories, Oregon Health and Science University, Portland, Oregon
| | - Kelly Nelson
- Department of Dermatology, Duke University Medical Center, Durham, North Carolina.
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12
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Colombino M, Sini M, Lissia A, De Giorgi V, Stanganelli I, Ayala F, Massi D, Rubino C, Manca A, Paliogiannis P, Rossari S, Magi S, Mazzoni L, Botti G, Capone M, Palla M, Ascierto PA, Cossu A, Palmieri G. Discrepant alterations in main candidate genes among multiple primary melanomas. J Transl Med 2014; 12:117. [PMID: 24885594 PMCID: PMC4023698 DOI: 10.1186/1479-5876-12-117] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2014] [Accepted: 05/02/2014] [Indexed: 02/04/2023] Open
Abstract
Background Alterations in key-regulator genes of disease pathogenesis (BRAF, cKIT, CyclinD1) have been evaluated in patients with multiple primary melanoma (MPM). Methods One hundred twelve MPM patients (96 cases with two primary melanomas, 15 with three, and 1 with four) were included into the study. Paired synchronous/asynchronous MPM tissues (N = 229) were analyzed for BRAF mutations and cKIT/CyclynD1 gene amplifications. Results BRAF mutations were identified in 109/229 (48%) primary melanomas, whereas cKIT and CyclinD1 amplifications were observed in 10/216 (5%) and 29/214 (14%) tumor tissues, respectively. While frequency rates of BRAF mutations were quite identical across the different MPM lesions, a significant increase of cKIT (p < 0.001) and CyclinD1 (p = 0.002) amplification rates was observed between first and subsequent primary melanomas. Among the 107 patients with paired melanoma samples, 53 (49.5%) presented consistent alteration patterns between first and subsequent primary tumors. About one third (40/122; 32.8%) of subsequent melanomas presented a discrepant pattern of BRAF mutations as compared to incident primary tumors. Conclusions The low consistency in somatic mutation patterns among MPM lesions from same patients provides further evidence that melanomagenesis is heterogeneous and different cell types may be involved. This may have implications in clinical practice due to the difficulties in molecularly classifying patients with discrepant primary melanomas.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Giuseppe Palmieri
- Unit of Cancer Genetics, Institute of Biomolecular Chemistry (ICB), National Research Council (CNR) - Traversa La Crucca 3, Baldinca Li Punti, 07100 Sassari, Italy.
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13
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TERT and AURKA Gene Copy Number Gains Enhance the Detection of Acral Lentiginous Melanomas by Fluorescence in Situ Hybridization. J Mol Diagn 2014; 16:198-206. [DOI: 10.1016/j.jmoldx.2013.10.009] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2013] [Revised: 10/24/2013] [Accepted: 10/25/2013] [Indexed: 11/17/2022] Open
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14
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Bastian BC. The molecular pathology of melanoma: an integrated taxonomy of melanocytic neoplasia. ANNUAL REVIEW OF PATHOLOGY 2014; 9:239-71. [PMID: 24460190 PMCID: PMC4831647 DOI: 10.1146/annurev-pathol-012513-104658] [Citation(s) in RCA: 321] [Impact Index Per Article: 32.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Melanomas comprise multiple biologically distinct categories, which differ in cell of origin, age of onset, clinical and histologic presentation, pattern of metastasis, ethnic distribution, causative role of UV radiation, predisposing germ-line alterations, mutational processes, and patterns of somatic mutations. Neoplasms are initiated by gain-of-function mutations in one of several primary oncogenes, which typically lead to benign melanocytic nevi with characteristic histologic features. The progression of nevi is restrained by multiple tumor-suppressive mechanisms. Secondary genetic alterations override these barriers and promote intermediate or overtly malignant tumors along distinct progression trajectories. The current knowledge about the pathogenesis and clinical, histologic, and genetic features of primary melanocytic neoplasms is reviewed and integrated into a taxonomic framework.
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Affiliation(s)
- Boris C Bastian
- Departments of Dermatology and Pathology, Cardiovascular Research Institute, University of California, San Francisco, California 94158-9001;
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Puig-Butillé JA, Badenas C, Ogbah Z, Carrera C, Aguilera P, Malvehy J, Puig S. Genetic alterations in RAS-regulated pathway in acral lentiginous melanoma. Exp Dermatol 2013; 22:148-50. [PMID: 23362874 DOI: 10.1111/exd.12080] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/20/2012] [Indexed: 12/26/2022]
Abstract
Studies integrating clinicopathological and genetic features have revealed distinct patterns of genomic aberrations in Melanoma. Distributions of BRAF or NRAS mutations and gains of several oncogenes differ among melanoma subgroups, while 9p21 deletions are found in all melanoma subtypes. In the study, status of genes involved in cell cycle progression and apoptosis was evaluated in a panel of 17 frozen primary acral melanomas. NRAS mutations were found in 17% of the tumors. In contrast, BRAF mutations were not found. Gains of AURKA gene (20q13.3) were detected in 37.5% of samples, gains of CCND1 gene (11q13) or TERT gene (5p15.33) in 31.2% and gains of NRAS gene (1p13.2) in 25%. Alterations in 9p21 were identified in 69% of tumors. Gains of 11q13 and 20q13 were mutually exclusive, and 1p13.2 gain was associated with 5p15.33. Our findings showed that alterations in RAS-related pathways are present in 87.5% of acral lentiginous melanomas.
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Affiliation(s)
- Joan A Puig-Butillé
- Centro Investigación Biomédica en Enfermedades Raras, ISCIII, Barcelona, Spain
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Abstract
Although rare, congenital malignant melanoma (CMM) should be considered in the differential diagnosis of congenital skin lesions. We report a case of CMM in a 4-month-old infant presenting with an enlarging scalp mass, initially thought to be a hemangioma. Incisional biopsy of the lesion showed a compound congenital nevus with atypical cells suggestive of a proliferative nodule versus malignancy on histopathology. Subsequent excisional biopsy revealed malignant melanoma, and further workup confirmed extensive disease with distant metastases. Cytogenetic analysis of both the tumor sites showed highly abnormal karyotypes including pseudotetraploidy, telomere associations, and evidence of gene amplification, all consistent with malignancy. Fluorescence in situ hybridization demonstrated amplification of the MYC gene, with no copy number changes in CDKN2A (INK4/ARF), PTEN, or Cyclin D1. Our report details the cytogenetic and molecular studies of CMM, which provide insight into the biologic behavior of the lesions and may confirm diagnosis when histopathology is not determinant.
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C-kit Expression of Melanocytic Neoplasm and Association With Clinicopathological Parameters and Anatomic Locations in Chinese People. Am J Dermatopathol 2013; 35:569-75. [DOI: 10.1097/dad.0b013e318279566a] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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18
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Wilkerson PM, Reis-Filho JS. the 11q13-q14 amplicon: Clinicopathological correlations and potential drivers. Genes Chromosomes Cancer 2012; 52:333-55. [DOI: 10.1002/gcc.22037] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2012] [Accepted: 11/01/2012] [Indexed: 01/04/2023] Open
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Durbec F, Martin L, Derancourt C, Grange F. Melanoma of the hand and foot: epidemiological, prognostic and genetic features. A systematic review. Br J Dermatol 2012; 166:727-39. [DOI: 10.1111/j.1365-2133.2011.10772.x] [Citation(s) in RCA: 91] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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20
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Gast A, Scherer D, Chen B, Bloethner S, Melchert S, Sucker A, Hemminki K, Schadendorf D, Kumar R. Somatic alterations in the melanoma genome: a high-resolution array-based comparative genomic hybridization study. Genes Chromosomes Cancer 2010; 49:733-45. [PMID: 20544847 DOI: 10.1002/gcc.20785] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
We performed DNA microarray-based comparative genomic hybridization to identify somatic alterations specific to melanoma genome in 60 human cell lines from metastasized melanoma and from 44 corresponding peripheral blood mononuclear cells. Our data showed gross but nonrandom somatic changes specific to the tumor genome. Although the CDKN2A (78%) and PTEN (70%) loci were the major targets of mono-allelic and bi-allelic deletions, amplifications affected loci with BRAF (53%) and NRAS (12%) as well as EGFR (52%), MITF (40%), NOTCH2 (35%), CCND1 (18%), MDM2 (18%), CCNE1 (10%), and CDK4 (8%). The amplified loci carried additional genes, many of which could potentially play a role in melanoma. Distinct patterns of copy number changes showed that alterations in CDKN2A tended to be more clustered in cell lines with mutations in the BRAF and NRAS genes; the PTEN locus was targeted mainly in conjunction with BRAF mutations. Amplification of CCND1, CDK4, and other loci was significantly increased in cell lines without BRAF-NRAS mutations and so was the loss of chromosome arms 13q and 16q. Our data suggest involvement of distinct genetic pathways that are driven either through oncogenic BRAF and NRAS mutations complemented by aberrations in the CDKN2A and PTEN genes or involve amplification of oncogenic genomic loci and loss of 13q and 16q. It also emerges that each tumor besides being affected by major and most common somatic genetic alterations also acquires additional genetic alterations that could be crucial in determining response to small molecular inhibitors that are being currently pursued.
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Affiliation(s)
- Andreas Gast
- Division of Molecular Genetic Epidemiology, German Cancer Research Center, Heidelberg, Germany.
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21
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Lasfar A, Cohen-Solal KA. Resistance to transforming growth factor β-mediated tumor suppression in melanoma: are multiple mechanisms in place? Carcinogenesis 2010; 31:1710-7. [PMID: 20656791 DOI: 10.1093/carcin/bgq155] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Resistance to transforming growth factor (TGF) β-mediated tumor suppression in melanoma appears to be a crucial step in tumor aggressiveness since it is usually coupled with the ability of TGFβ to drive the oncogenic process via autocrine and paracrine effects. In this review, we will focus mainly on the mechanisms of escape from TGFβ-induced cell cycle arrest because the mechanisms of resistance to TGFβ-mediated apoptosis are still essentially speculative. As expected, some of these mechanisms can directly affect the function of the main downstream effectors of TGFβ, Smad2 and Smad3, resulting in compromised Smad-mediated antiproliferative activity. Other mechanisms can counteract or overcome TGFβ-mediated cell cycle arrest independently of the Smads. In melanoma, some models of resistance to TGFβ have been suggested and will be described. In addition, we propose additional models of resistance taking into consideration the information available on the dysregulation of fundamental cellular effectors and signaling pathways in melanoma.
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Affiliation(s)
- Ahmed Lasfar
- Department of Biochemistry and Molecular Biology, University of Medicine and Dentistry of New Jersey-New Jersey Medical School, University Hospital Cancer Center, 205 South Orange Avenue, Newark, NJ 07103, USA
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Eskandarpour M, Huang F, Reeves KA, Clark E, Hansson J. OncogenicNRAShas multiple effects on the malignant phenotype of human melanoma cells culturedin vitro. Int J Cancer 2009; 124:16-26. [DOI: 10.1002/ijc.23876] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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Onken MD, Worley LA, Long MD, Duan S, Council ML, Bowcock AM, Harbour JW. Oncogenic mutations in GNAQ occur early in uveal melanoma. Invest Ophthalmol Vis Sci 2008; 49:5230-4. [PMID: 18719078 DOI: 10.1167/iovs.08-2145] [Citation(s) in RCA: 241] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
PURPOSE Early/initiating oncogenic mutations have been identified for many cancers, but such mutations remain unidentified in uveal melanoma (UM). An extensive search for such mutations was undertaken, focusing on the RAF/MEK/ERK pathway, which is often the target of initiating mutations in other types of cancer. METHODS DNA samples from primary UMs were analyzed for mutations in 24 potential oncogenes that affect the RAF/MEK/ERK pathway. For GNAQ, a stimulatory alpha(q) G-protein subunit which was recently found to be mutated in UMs, resequencing was expanded to include 67 primary UMs and 22 peripheral blood samples. GNAQ status was analyzed for association with clinical, pathologic, chromosomal, immunohistochemical, and transcriptional features. RESULTS Activating mutations at codon 209 were identified in GNAQ in 33 (49%) of 67 primary UMs, including 2 (22%) of 9 iris melanomas and 31 (54%) of 58 posterior UMs. No mutations were found in the other 23 potential oncogenes. GNAQ mutations were not found in normal blood DNA samples. Consistent with GNAQ mutation being an early or initiating event, this mutation was not associated with any clinical, pathologic, or molecular features associated with late tumor progression. CONCLUSIONS GNAQ mutations occur in about half of UMs, representing the most common known oncogenic mutation in this cancer. The presence of this mutation in tumors at all stages of malignant progression suggests that it is an early event in UM. Mutations in this G-protein-coupled receptor provide new insights into UM pathogenesis and could lead to new therapeutic possibilities.
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Affiliation(s)
- Michael D Onken
- Department of Ophthalmology and Visual Sciences, Washington University School of Medicine, St. Louis, Missouri, USA
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24
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Moore SR, Persons DL, Sosman JA, Bobadilla D, Bedell V, Smith DD, Wolman SR, Tuthill RJ, Moon J, Sondak VK, Slovak ML. Detection of copy number alterations in metastatic melanoma by a DNA fluorescence in situ hybridization probe panel and array comparative genomic hybridization: a southwest oncology group study (S9431). Clin Cancer Res 2008; 14:2927-35. [PMID: 18483359 DOI: 10.1158/1078-0432.ccr-07-4068] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Gene copy number alteration (CNA) is common in malignant melanoma and is associated with tumor development and progression. The concordance between molecular cytogenetic techniques used to determine CNA has not been evaluated on a large set of loci in malignant melanoma. EXPERIMENTAL DESIGN A panel of 16 locus-specific fluorescence in situ hybridization (FISH) probes located on eight chromosomes was used to identify CNA in touch preparations of frozen tissue samples from 19 patients with metastatic melanoma (SWOG-9431). A subset (n = 11) was analyzed using bacterial artificial chromosome (BAC) array comparative genomic hybridization (aCGH) of DNA isolated directly from touch-preparation slides. RESULTS By FISH, most samples showed loss near or at WISP3/6p21, CCND3/6q22, and CDKN2A/9p21 (>75% of samples tested). More than one third of CDKN2A/9p21 losses were biallelic. Gains of NEDD9/6p24, MET/7q31, and MYC/8q24 were common (57%, 47%, and 41%, respectively) and CNA events involving 9p21/7p12.3 and MET were frequently coincident, suggesting gain of the whole chromosome 7. Changes were confirmed by aCGH, which also uncovered many discreet regions of change, larger than a single BAC. Overlapping segments observed in >45% of samples included many of the loci analyzed in the FISH study, in addition to other WNT pathway members, and genes associated with TP53 pathways and DNA damage response, repair, and stability. CONCLUSIONS This study outlines a set of CNAs at the gene and regional level, using FISH and aCGH, which may provide a benchmark for future studies and may be important in selection of individual therapy for patients with metastatic malignant melanoma.
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Bennett DC. REVIEW ARTICLE: How to make a melanoma: what do we know of the primary clonal events? Pigment Cell Melanoma Res 2007; 21:27-38. [DOI: 10.1111/j.1755-148x.2007.00433.x] [Citation(s) in RCA: 149] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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26
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Abstract
Malignant melanomas make up a heterogeneous group of tumors characterized by particular genetic aberrations depending on their anatomic localization and UV exposure. Activation of the mitogen-activated protein kinase (MAPK) signaling pathway is found in the majority of melanomas, with either somatic missense mutations of BRAF or, considerably more rarely, mutations of N-RAS. The loss of both products of the CDKN2A gene, proteins p16(ARF) and p14(INK4a), or amplification of microphthalmia-associated transcriptional factor (MITF) are also predisposing factors in the development of melanoma. BRAF mutations are observed mainly in melanomas on skin liable to intermittent UV exposure. Acral and mucosal melanomas, and also melanomas on skin damaged by chronic exposure to the sun are characterized by distinct patterns of chromosomal aberrations with frequent amplifications and alterations of the KIT gene, while BRAF mutations are rarely found in these sites. Uveal melanomas show recurrent chromosomal losses (1p, 3, 6q) and gains (6p, 8q), but mutations of BRAF are hardly ever found. So far, ancillary molecular studies are not regularly applied in the routine diagnostic procedures performed when malignant melanoma is suspected. In the future, however, the development of targeted molecular therapies will require that molecular pathological techniques are used to identify the melanoma patients who will most probably benefit from a particular therapy.
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Affiliation(s)
- K Glatz
- Institut für Pathologie, Schönbeinstrasse 40, 4031, Basel, Schweiz.
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27
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Abstract
Benign and malignant melanocytic neoplasms are relatively frequent and show a broad morphological heterogeneity. The spectrum of malignant melanomas comprises the four main types, superficial spreading malignant melanoma, nodular malignant melanoma, lentigo-maligna melanoma and acrolentiginous malignant melanoma. In addition the rare spitzoid malignant melanoma, desmoplastic malignant melanoma as well as some unusual variants of malignant melanoma can be distinguished. The latter include nevoid malignant melanoma, a form of malignant melanoma resembling benign melanocytic nevi, animal type malignant melanoma, an atypical melanocytic neoplasm with numerous melanophages and prominent melanosis resembling an atypical epithelioid blue naevus as well as regressive malignant melanoma, and representing a questionably distinct entity, balloon cell and signet-ring malignant melanomas, melanoma types with degenerative clear cell changes, as well as myxoid and osteogenic malignant melanomas that are characterized by unusual stromal changes.
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Affiliation(s)
- T Mentzel
- Dermatopathologische Gemeinschaftspraxis, Friedrichshafen, Siemensstrasse 6/1, 88048, Friedrichshafen.
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Koynova DK, Jordanova ES, Milev AD, Dijkman R, Kirov KS, Toncheva DI, Gruis NA. Gene-specific fluorescence in-situ hybridization analysis on tissue microarray to refine the region of chromosome 20q amplification in melanoma. Melanoma Res 2007; 17:37-41. [PMID: 17235240 DOI: 10.1097/cmr.0b013e3280141617] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Several comparative genomic hybridization studies provide evidence for overrepresentation of the long arm of chromosome 20 in malignant melanoma. These studies also suggest that chromosome 20q contains genes that may contribute to melanoma pathogenesis. To refine the region of 20q amplification and to identify potential candidate genes involved in melanoma or even in melanoma progression from these regions, we combined fluorescence in-situ hybridization with MYBL2, ZNF217, CYP24 and STK6 specific probes (chromosomal region 20q13.1-q13.2) with high-throughput tissue microarray consisting of 280 primary melanomas and melanoma metastases. Low-level amplification ranging from 0.5 to 2.0% was detected for the tumor-related genes of interest. Higher frequencies of gain when compared with amplification were detected for MYBL2, ZNF217, CYP24 and STK6. Aneusomy of centromere 20 was observed in 29.9% of the analyzed tumors. A significantly higher frequency of ZNF217, CYP24 and STK6 total copy-number increase, as well as aneusomy of centromere 20, was found in the group of metastases when compared with the group of primary melanomas. Despite the technological advantage of fluorescence in-situ hybridization on tissue microarray, which allows refining regions of amplification, we were not able to recognize any of the MYBL2, ZNF217, CYP24 and STK6 genes as a particular relevant gene for melanoma tumorigenesis.
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Koynova D, Jordanova E, Kukutsch N, van der Velden P, Toncheva D, Gruis N. Increased C-MYC copy numbers on the background of CDKN2A loss is associated with improved survival in nodular melanoma. J Cancer Res Clin Oncol 2006; 133:117-23. [PMID: 16977458 DOI: 10.1007/s00432-006-0150-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2006] [Accepted: 07/31/2006] [Indexed: 11/29/2022]
Abstract
PURPOSE In order to obtain better insight into the genetic background of nodular melanoma (NM), we aimed to analyse the frequency of CDKN2A and C-MYC copy number changes. The impact of these aberrations on the metastatic potential and patient's survival was considered. METHODS Fluorescent in situ hybridization was used to analyse the C-MYC and CDKN2A genes on isolated nuclei from 49 paraffin-embedded primary NMs. RESULTS Thirty-six (73.47%) melanoma samples showed CDKN2A deletion while 11 of these 36 (22.45%) additionally displayed C-MYC increased copy numbers. Cases positive for metastases more commonly displayed CDKN2A deletions. However, the combined C-MYC and CDKN2A aberrations were found predominantly in the non-metastasizing group of primary NM. The survival analysis furthermore demonstrated that patients with combined CDKN2A and C-MYC aberrations have a significantly better prognosis than carriers of CDKN2A deletion only. CONCLUSIONS We conclude that the C-MYC increased copy number changes on the background of CDKN2A deletions seem to be related to a low metastatic potential and better patients' outcome in primary NMs.
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Affiliation(s)
- Denitsa Koynova
- Department of Medical Genetics, Medical University Sofia, 2 Zdrave Str, 1431, Sofia, Bulgaria.
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