Literature DB >> 19936769

Activating mutations of the GNAQ gene: a frequent event in primary melanocytic neoplasms of the central nervous system.

Heidi V N Küsters-Vandevelde1, Annelies Klaasen, Benno Küsters, Patricia J T A Groenen, Ilse A C H van Engen-van Grunsven, Marcory R C F van Dijk, Guido Reifenberger, Pieter Wesseling, Willeke A M Blokx.   

Abstract

Primary melanocytic neoplasms of the central nervous system (CNS) are uncommon neoplasms derived from melanocytes that normally can be found in the leptomeninges. They cover a spectrum of malignancy grades ranging from low-grade melanocytomas to lesions of intermediate malignancy and overtly malignant melanomas. Characteristic genetic alterations in this group of neoplasms have not yet been identified. Using direct sequencing, we investigated 19 primary melanocytic lesions of the CNS (12 melanocytomas, 3 intermediate-grade melanocytomas, and 4 melanomas) for hotspot oncogenic mutations commonly found in melanocytic tumors of the skin (BRAF, NRAS, and HRAS genes) and uvea (GNAQ gene). Somatic mutations in the GNAQ gene at codon 209, resulting in constitutive activation of GNAQ, were detected in 7/19 (37%) tumors, including 6/12 melanocytomas, 0/3 intermediate-grade melanocytomas, and 1/4 melanomas. These GNAQ-mutated tumors were predominantly located around the spinal cord (6/7). One melanoma carried a BRAF point mutation that is frequently found in cutaneous melanomas (c.1799 T>A, p.V600E), raising the question whether this is a metastatic rather than a primary tumor. No HRAS or NRAS mutations were detected. We conclude that somatic mutations in the GNAQ gene at codon 209 are a frequent event in primary melanocytic neoplasms of the CNS. This finding provides new insight in the pathogenesis of these lesions and suggests that GNAQ-dependent mitogen-activated kinase signaling is a promising therapeutic target in these tumors. The prognostic and predictive value of GNAQ mutations in primary melanocytic lesions of the CNS needs to be determined in future studies.

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Year:  2010        PMID: 19936769      PMCID: PMC2831181          DOI: 10.1007/s00401-009-0611-3

Source DB:  PubMed          Journal:  Acta Neuropathol        ISSN: 0001-6322            Impact factor:   17.088


Introduction

Primary melanocytic neoplasms of the central nervous system (CNS) are uncommon neoplasms occurring in diffuse or localized form [5, 8]. Diffuse lesions such as melanocytosis and melanomatosis generally occur in the setting of dermatologic syndromes (neurocutaneous melanosis, nevus of Ota) [1, 16, 18]. Localized lesions present as leptomeningeal masses and consist of a spectrum ranging from ‘well differentiated’ melanocytomas to lesions of intermediate malignancy and overtly malignant melanomas [6]. They are derived from scattered melanocytes that are normally present in the leptomeninges, especially at the base of the brain, in the posterior fossa and around the upper cervical spinal cord. Melanocytomas are solitary, low-grade tumors that do not invade surrounding structures [5]. They are usually characterized by a benign clinical course, but local recurrence can occur [14, 25]. Intermediate grade lesions show histological features suggestive of aggressive behavior, such as invasion of the CNS but lack the overt cytological atypia of melanomas [6]. The biological behavior of intermediate-grade melanocytomas is unclear [5]. Primary melanomas of the CNS occur throughout the neuroaxis with a predilection for the spinal cord and posterior fossa. They are cytologically similar to melanomas arising in other sites and may metastasize to remote organs. Diffuse spreading of a primary meningeal melanoma through the subarachnoid space is referred to as meningeal melanomatosis [5, 27]. Discrimination between primary and metastatic melanocytic lesions of the CNS is important, because patients with metastatic disease carry a worse prognosis, with a life expectancy of less than 1 year in most studies [7, 23]. In addition, in some cases of primary melanomas of the CNS, long-term survival and even ‘cures’ have been documented after complete surgical excision [6, 29]. However, especially in cases where the melanocytic tumor presents as a solitary mass in the meninges and the patient is not known to have a melanocytic tumor of the skin, this differential diagnosis can be very difficult, both at the clinical and histological levels. While the molecular genetics of cutaneous melanomas has been investigated in numerous studies, the genetic alterations underlying primary CNS melanocytic lesions have not yet been addressed [5]. In melanocytic lesions of the skin—benign nevi as well as melanomas—oncogenic mutations in signaling components of the MAP kinase pathway are frequent [11, 22]. These mutations mostly involve exon 15 of the BRAF gene and exon 3 (codon 61) of the proto-oncogene NRAS. Mutations in HRAS are less frequent [13, 20]. Recently, in uveal melanomas and in some intradermal melanocytic lesions, such as blue nevi and nevi of Ota, somatic activating mutations of the GNAQ gene (or ‘G alpha q gene’) at codon 209 have been reported [17, 32]. The GNAQ gene maps on chromosome 9q21, and encodes a heterotrimeric GTP-binding protein α-subunit that couples G-protein coupled receptor signaling to the MAP kinase pathway [24]. GNAQ codon 209 mutations form an alternative route to MAP kinase activation [32]. In the present study, we investigated the mutation status of the GNAQ, BRAF, NRAS, and HRAS genes in a group of 19 primary melanocytic lesions of the CNS and found that somatic mutations in the GNAQ gene at codon 209 are relatively frequently present in these tumors. While the exact diagnostic, prognostic, and predictive value of GNAQ mutations in primary melanocytic lesions of the CNS is not yet clear, it is to be expected that a better knowledge of the genetic background of these lesions may not only facilitate adequate diagnosis but also identification of (novel) therapeutic targets, and thereby ultimately may have predictive value as well.

Materials and methods

Patients and histopathology

For this retrospective study, formalin-fixed and paraffin-embedded (FFPE) tissues of 19 primary melanocytic lesions of the CNS were retrieved from archives of various Departments of Pathology in The Netherlands and Germany. Cases from the Netherlands diagnosed between 1991 and 2009 were obtained through the Dutch nationwide histopathology and cytopathology data network and archive (PALGA) [9]. The study was performed in accordance with the ethical standards for this type of investigation in The Netherlands. Histology was revised by two pathologists (HK, BK). The diagnosis of ‘melanocytoma’, ‘intermediate-grade melanocytoma’ or ‘melanoma’ was based on histomorphological criteria, as described by Brat et al. [5, 6], and immunohistochemical stains (S100 positivity and at least one additional melanocytic marker (HMB45 or MelanA) positive in combination with lack of EMA staining). Scoring of histology included nuclear pleomorphism (mild, moderate or severe), mitotic activity, necrosis, melanin pigmentation, and CNS invasion.

DNA extraction

About three manually dissected sections of 10-μm FFPE tissue with an estimated tumor cell percentage of at least 60% were used for DNA extraction. After deparaffinization and rehydration, the tissues sections were incubated in proteinase K, followed by subsequent affinity-purification of the DNA (QIAGEN GmbH, Germany). DNA sample concentration was assessed spectrophotometrically (260/280 nm using a NanoDrop spectrophotometer, Peqlab Biotechnologies, Erlangen, Germany). DNA quality of the samples was tested using the BIOMED-2 gene control PCR, in which gene segments of house-keeping genes are amplified, yielding different fragment sizes (100, 200, 300, and 400 bp), depending on the extent of fragmentation of the DNA [31]. All extracted DNA samples allowed amplification of at least the 200-bp amplicon of the BIOMED-2 gene control PCR.

Mutation analyses

Direct sequence analysis of the GNAQ, BRAF, NRAS, and HRAS genes was performed on 19 primary melanocytic lesions of the CNS. Exon 5 of GNAQ, harboring codon 209 which is essential for GTP hydrolysis, was sequenced [19]. Furthermore, we performed sequence analysis of exon 15 of BRAF and exon 3 of NRAS and HRAS, since these are well known hotspot regions for oncogenic mutations in melanocytic lesions of the skin [2, 13, 20]. Primer sequences used are listed in Table 1. All primers, except for GNAQ, contained a M13 forward or reverse consensus sequence for sequencing the different exons. PCR amplification of exon 5 of GNAQ was performed in a total volume of 25 μL, containing 50 ng DNA, PCR-buffer IV (Integro), 37 mM MgCl2, 250 μM of each deoxynucleotide triphosphate, 37.5 μg bovine serum albumin (Sigma), 10 pmol of each primer, and 0.05 units of thermostable DNA polymerase (Sigma). DNA amplification was performed in a PTC 200 Thermal Cycler (MJ Research). The PCR was started with 5 min at 92°C and followed with 35 cycles of denaturation 45 s at 94°C, annealing at 62°C for 45 s and extension at 72°C for 45 s, followed by a final extension at 72°C for 20 min and cooling down for 5 min at 20°C. PCR amplification of exon 15 of BRAF and exon 3 of NRAS and HRAS were performed in a total volume of 20 μL. The PCR mix contained 50 ng DNA, buffer IV (Integro), 3 mM MgCl2, 200 μM of each deoxynucleotide triphosphate, 30 μg bovine serum albumin (Sigma), 10 pmol of each primer, and 0.25 units of thermostable DNA polymerase (Sigma). DNA amplification was performed in a PTC 200 Thermal Cycler (MJ Research). The PCR was started with 5 min at 94°C and followed with 30 cycles of denaturation 45 s at 94°C, annealing at 60°C for 45 s and extension at 72°C for 45 s, with a final extension at 72°C for 5 min. All PCR products were purified with MinElute plates (Qiagen). One microliter of the PCR product was used for the sequence reaction on a ABI PRISM 3700 DNA analyzer (Applied Biosystems). Both strands were sequenced using the M13 primers. For all mutations detected, normal tissue was tested to exclude germline mutations (archival FFPE skin tissue).
Table 1

Primers used for mutation analyses

GeneExonForward (Fw) Reverse (Rv)Primer sequence 5′–3′
GNAQ 5FwTTCCCTAAGTTTGTAAGTAGTGC
RvATCCATTTTCTTCTCTCTGACC
BRAF 15FwCCTTTACTTACTACACCTCAG
RvAAAAATAGCCTCAATTCTTAC
NRAS 3FwGATTCTTACAGAAAACAAGTGG
RvTAATGCTCCTAGTACCTGTACAG
HRAS 3FwCTGCAGGATTCCTACCGGA
RvACT TGGTGTTTGTTGATGGCA
Primers used for mutation analyses

Results

Patient and histopathological characteristics

Our study group consisted of 12 melanocytomas, 3 intermediate-grade melanocytomas and 4 primary melanomas of the CNS. Table 2 summarizes the respective patient and histopathological characteristics. In each patient, no primary melanoma localizations elsewhere in the body were known to be present. Histology revealed melanocytomas as being often heavily pigmented lesions consisting of spindle and/or epithelioid cells arranged in fascicles, sheets and/or compact nests (Fig. 1a, b). Nucleoli were inconspicuous. Mitotic activity was low (0–1 per 10 HPFs). In some cases focal necrosis was present. Nuclear pleomorphism was mostly mild. As summarized in Table 2 the melanocytomas often recurred. Three tumors were classified as intermediate-grade melanocytomas based on increased mitotic activity (2–5 per 10 HPF) and CNS invasion (patients 1, 6, and 17) (Fig. 1b, c). In the melanomas, nuclear pleomorphism was prominent, together with conspicuous nucleoli, higher mitotic activity (>7 per 10 HPF) and often extensive necrosis (Fig. 1d). All lesions were positive for S100, HMB-45 and/or MelanA, and lacked staining for EMA, the latter to exclude melanotic meningioma.
Table 2

Patient and histopathological characteristics

PatientSexAgeDiagnosisa Locationb Cell typec Nuclear pleomorphismd Mitosese Necrosisf CNS invasionPigmentationg Available follow-up
1F50IMTh11-12S++2Yes+na
2F27MCRight cerebello-pontine angleE+0nah Nona
3M41MCC0-C3E+ (+)0+na+++na
4nanaMMLMb E++>15naNona
5nanaMCLMMx+ (+)1+na+R
6F68IMCerebellar tentoriumE+5Focal+na
7M27MCCerebellar tentoriumMx+1No++na
8F44MCPineal regionS+1No+na
9M55MCC3-6Mx+0na++R
10F59MMS2Mx+++8++Yes+na
11nanaMCC5-6E+0na+++R
12M41MCTh6S+0+No+++R
13F45MCL3-4Mx+ (+)0na+++R
14nanaMCTh11S+1na+na
15M49MMFrontal lobe leftE++7+++naNona
16nanaMCCerebellarS+0No++na
17nanaIMLME+2Yes+++na
18nanaMCnaS+0na+++na
19M7MMTemporal lobe rightE+++>10Yes+Cong. nevusi

F female; M male; na not analyzed/data not available; R recurred

aDiagnosis: MC melanocytoma; MM melanoma; IM intermediate grade melanocytoma

bLocation: LM leptomeningeal (more specific information about location could not be retrieved)

cCell type: S spindle; E epithelioid; Mx mixed

dScoring of nuclear pleomorphism: + mild; ++ moderate; +++ severe

eNumber of mitotic figures per 10 HPF

fScoring of necrosis: + focal; ++ moderate; +++ extensive

gScoring of pigmentation: + mild; ++ moderate; +++ severe

h na no CNS tissue present in slide for analysis

iPatient known with a giant congenital melanocytic nevus

Fig. 1

Heavily pigmented melanocytoma adjacent to the thoracic spinal cord (patient 12) consisting of spindle cells arranged in fascicles (a) (magnification 400×). Epithelioid cell morphology in an intermediate-grade melanocytoma (patient 17) showing increased mitotic activity (2/10 HPFs) (b) (arrow) (magnification 200×). Intermediate-grade melanocytoma showing invasion in the thoracic spinal cord (c) (patient 1); note the Rosenthal fiber (arrow) in the surrounding neuropil (magnification 200×). Strong nuclear pleomorphism and high mitotic activity (arrows) in a melanoma in the sacral region (d) (patient 10) (magnification 200×)

Patient and histopathological characteristics F female; M male; na not analyzed/data not available; R recurred aDiagnosis: MC melanocytoma; MM melanoma; IM intermediate grade melanocytoma bLocation: LM leptomeningeal (more specific information about location could not be retrieved) cCell type: S spindle; E epithelioid; Mx mixed dScoring of nuclear pleomorphism: + mild; ++ moderate; +++ severe eNumber of mitotic figures per 10 HPF fScoring of necrosis: + focal; ++ moderate; +++ extensive gScoring of pigmentation: + mild; ++ moderate; +++ severe h na no CNS tissue present in slide for analysis iPatient known with a giant congenital melanocytic nevus Heavily pigmented melanocytoma adjacent to the thoracic spinal cord (patient 12) consisting of spindle cells arranged in fascicles (a) (magnification 400×). Epithelioid cell morphology in an intermediate-grade melanocytoma (patient 17) showing increased mitotic activity (2/10 HPFs) (b) (arrow) (magnification 200×). Intermediate-grade melanocytoma showing invasion in the thoracic spinal cord (c) (patient 1); note the Rosenthal fiber (arrow) in the surrounding neuropil (magnification 200×). Strong nuclear pleomorphism and high mitotic activity (arrows) in a melanoma in the sacral region (d) (patient 10) (magnification 200×) In this group of 19 primary melanocytic neoplasms of the CNS, we detected 7 mutations in the GNAQ gene (37%) (Table 3). All mutations were present in codon 209 (p.Gln209Pro and p.Gln209Leu) and were somatic mutations (Fig. 2). Of these seven GNAQ mutant lesions, six were melanocytomas (50%) and one was a melanoma (1/4, 25%). The intermediate-grade melanocytomas (n = 3) contained no mutations in the GNAQ gene. Of the GNAQ-mutated melanocytomas, five were located in the leptomeninges of the spinal cord and one attached to the tentorium cerebelli. All but one GNAQ-mutated melanocytomas were strongly pigmented. The one melanoma containing a GNAQ mutation was located in the spinal cord (sacral) and was mildly pigmented. Mutation analysis of the BRAF gene revealed one BRAF mutation (c.1799 T>A, p.V600E), in a melanoma. No HRAS or NRAS mutations were detected in any of the samples.
Table 3

Mutation analysis of the GNAQ, BRAF, NRAS, and HRAS genes

PatientDiagnosis GNAQ BRAF NRAS HRAS
1IMwtwtnana
2MCwtwtwtna
3MCc.626 A>C (p.Gln209Pro)wtwtwt
4MMwtwtwtwt
5MCwtwtwtwt
6IMwtwtwtwt
7MCc.626 A>C (p.Gln209Pro)wtwtwt
8MCwtwtwtwt
9MCc.626 A>C (p.Gln209Pro)wtnawt
10MMc.626 A>T (p.Gln209Leu)wtwtna
11MCwtwtwtwt
12MCc.626 A>T (p.Gln209Leu)wtnana
13MCc.626 A>T (p.Gln209Leu)wtwtna
14MCc.626 A>T (p.Gln209Leu)wtwtwt
15MMwtc.1799 T>A (p.V600E)nawt
16MCwtwtwtwt
17IMwtwtnana
18MCwtwtwtwt
19MMwtwtwtwt

MC melanocytoma; MM melanoma; IM intermediate grade melanocytoma; na mutation status could not reliably be evaluated due to suboptimal DNA quality, the DNA being derived from formalin-fixed and paraffin-embedded tissues

Fig. 2

Sequence tracings for GNAQ surrounding codon 209. Wild type (CAA) (a), CAA > CTA (b), and CAA > CCA (c). *‘W’ is the nucleotide code for A/T according to the Kyoto Encyclopedia of Genes and Genomes (http://www.genome.jp/kegg/catalog/codes1.html)

Mutation analysis of the GNAQ, BRAF, NRAS, and HRAS genes MC melanocytoma; MM melanoma; IM intermediate grade melanocytoma; na mutation status could not reliably be evaluated due to suboptimal DNA quality, the DNA being derived from formalin-fixed and paraffin-embedded tissues Sequence tracings for GNAQ surrounding codon 209. Wild type (CAA) (a), CAA > CTA (b), and CAA > CCA (c). *‘W’ is the nucleotide code for A/T according to the Kyoto Encyclopedia of Genes and Genomes (http://www.genome.jp/kegg/catalog/codes1.html)

Discussion

Primary melanocytic tumors of the CNS consist of a spectrum of rare neoplasms derived from scattered melanocytes located in the leptomeninges. These melanocytes are derived from the neural crest during early embryonic development and are most frequently encountered in the recesses of the sulci at the base of the brain and around the brain stem and upper part of the cervical spinal cord [12]. Up to now, the genetic alterations associated with these neoplasms are unknown. There is an increasing evidence that melanocytic neoplasms in general are a heterogeneous group of tumors with different molecular changes in melanocytic lesions from different body sites. Most melanocytic nevi and melanomas of the skin show oncogenic mutations in signaling components of the MAP kinase pathway, in particular BRAF and NRAS [11, 22], although in uveal melanoma, Spitz nevi and blue nevi, these mutations are infrequent [26]. Very recently, mutations in the GNAQ gene at codon 209 were described as an alternative route to MAP kinase activation in a particular subgroup of melanocytic neoplasms, namely uveal melanomas and specific intradermal melanocytic lesions such as blue nevi and nevi of Ota [17, 32]. We analyzed a group of 19 primary melanocytic lesions of the CNS for hotspot oncogenic mutations as described in melanocytic tumors of the skin (exon 15 of BRAF gene, exon 3 of NRAS, and exon 3 of HRAS) and uvea (exon 5 of GNAQ). In 7 out of these 19 CNS melanocytic tumors a somatic GNAQ mutation was present at codon 209 (37%). This gene is located on chromosome 9q21 and encodes GTP-binding proteins, a family of heterotrimeric proteins that couple cell surface receptors to intracellular signaling pathways, such as the MAP kinase pathway. Codon 209 encodes the catalytic domain of GNAQ. Mutations in this catalytic domain prevent hydrolysis of GTP and turns GNAQ into its active, GTP-bound state. In uveal melanomas, identical somatic mutations of GNAQ at codon 209 have been described [21, 32]. GNAQ is important in melanocyte homeostasis and survival of melanocytes early in neural crest development [28]. The presence of GNAQ mutations in primary melanocytic neoplasms of the CNS as well as in uveal melanomas and intradermal melanocytic proliferations such as nevi of Ota and blue nevi [17, 32] is interesting as these lesions share some other features. First of all, these melanocytic tumors are non-epithelium-related neoplasms. GNAQ mutations might, thus, preferentially occur in melanocytes already present in extra-epithelial structures such as dermis and leptomeninges. Second, they often share strong melanin pigmentation. Third, in this context, the nevus of Ota is interesting because this is a ‘dermal melanocytosis’, mostly congenital, involving the skin innervated by the first and the second branch of the trigeminal nerve. The nevus of Ota is often associated with ‘ocular melanocytosis’, involving the sclera, conjunctiva, and uveal tract. The involvement of different anatomical structures in the nevus of Ota might indicate that the GNAQ gene product plays a role in migration of melanocytes early during embryonic development. Histology of this nevus of Ota ranges from scattered dendritic melanocytes to a morphology strongly resembling blue nevi [4]. These nevi of Ota are not only associated with the development of uveal melanoma but are also associated with the presence of CNS melanocytoma [25]. Thus, it appears that GNAQ mutations are preferentially present in a group of non-epithelium-related melanocytic lesions, sharing histological features and occurring in an anatomical distribution indicating a possible role of GNAQ in migration of melanocytes early during embryonic development. Interestingly, tumorigenicity studies in nude mice with injection of human GNAQ resulted in heavily pigmented melanocytic tumors at the injection site [32]. Furthermore, dominant dark skin (Dsk) mutations that are found in mutant mice with increased dermal melanin, are mutations of the mouse GNAQ gene, and the hyperpigmentation in these mutant mice is due to an increase of intradermal, but not epidermal melanocytes. It is important to note here, however, that these Dsk mutations are different from the oncogenic human GNAQ mutation at codon position 209 [33]. Other studies in mice have shown that activating mutations in GNAQ or Galpha11, another gene encoding G-protein subunits, result in an aberrant accumulation of melanin-producing melanocytes in the dermal layer of the skin [15]. The finding that GNAQ-mutated melanocytic lesions (uveal melanoma, blue nevi [10, 26, 34] and our series of melanocytic lesions of the CNS) only infrequently carry BRAF, and NRAS mutations might be helpful for differential diagnostic purposes. For instance, in our series, one melanoma contained a GNAQ mutation, which, in the differential diagnosis with a metastasis of a primary cutaneous melanoma—often harboring BRAF or NRAS mutations—might favor a primary location in the CNS. So, the presence of GNAQ mutations and lack of BRAF or NRAS mutations in melanocytic neoplasms of the CNS seems to strongly indicate a primary CNS tumor, a diagnosis that has obvious prognostic implications. Vice versa, as BRAF point mutations are a frequent event in cutaneous melanomas [30], the one melanoma in our series with a BRAF point mutation (case 15; c.1799 T>A, p.V600E) might be a metastasis rather than a primary tumor. The fact that in this patient the tumor was located in the frontal lobe (rather than in the posterior fossa or around the spinal cord) might support this notion. However, according to the available data, a melanocytic tumor outside the CNS was absent in this patient. In our study, GNAQ mutations were preferentially present in the melanocytomas, while the intermediate melanocytomas and melanomas were only infrequently mutated. This might suggest that the presence of a GNAQ mutation favors a benign or low-grade course. On the other hand, activating GNAQ mutations are also reported in uveal melanomas, and, in addition, are shown to have no effect on disease-free survival in these neoplasms [3]. In conclusion, mutations in the GNAQ gene are a frequent event in primary melanocytic neoplasms of the CNS. This finding provides an important new insight in the pathogenesis of melanocytic CNS lesions, and suggests that GNAQ-dependent mitogen-activated kinase signaling is a promising therapeutic target in these tumors.
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Journal:  Br J Cancer       Date:  2009-08-04       Impact factor: 7.640

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9.  Targeted next generation sequencing reveals unique mutation profile of primary melanocytic tumors of the central nervous system.

Authors:  Johannes van de Nes; Marco Gessi; Antje Sucker; Inga Möller; Mathias Stiller; Susanne Horn; Simone L Scholz; Carina Pischler; Nadine Stadtler; Bastian Schilling; Lisa Zimmer; Uwe Hillen; Richard A Scolyer; Michael E Buckland; Libero Lauriola; Torsten Pietsch; Andreas Waha; Dirk Schadendorf; Rajmohan Murali; Klaus G Griewank
Journal:  J Neurooncol       Date:  2016-01-07       Impact factor: 4.130

10.  Diagnosing a Primary Leptomeningeal Melanoma by Gene Mutation Signature.

Authors:  Johannes van de Nes; Karsten Wrede; Adrian Ringelstein; Mathias Stiller; Susanne Horn; Antje Sucker; Inga Möller; Simone L Scholz; Rajmohan Murali; Marco Gessi; Dirk Schadendorf; Klaus G Griewank
Journal:  J Invest Dermatol       Date:  2016-04-07       Impact factor: 8.551

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