PNA: Peptide Nucleic Acid; LNA: Locked Nucleic Acid; PBAS: Primer-Blocking Allele-Specific; ARMS: Amplification Refractory Mutation System; COLD: CO-amplification at Lower Denaturation temperature; mut: mutated; wt: wild-type; 1U: amount of target DNA contained in 1 µg/ml of genomic DNA; PBC: Peripheral Blood Cells; FFPE: Formalin Fixed Paraffin EmbeddedMethods developed to detect BRAFV600E.
1. Introduction
Cutaneous metastatic melanoma management has recently approached the age of individualized therapy (Romano et al., 2011). The discovery that the 1799T>A point mutation in the BRAF oncogene (BRAFV600E) occurs in ~50% of melanoma lesions and that melanoma cells bearing the mutation are oncogene addicted, i.e., strictly dependent upon BRAFV600E activity for growth and survival, have pointed to BRAFV600E as a promising target for therapy. Drugs targeting BRAF have been developed, and several clinical trials are currently ongoing. Phase I-II results recently reported remarkable tumor regression in the great majority of patients bearing disseminated BRAFV600E mutated melanoma disease after treatment with BRAFV600E-specific inhibitors.
In these trials, BRAF mutational status is determined to select patients who may benefit from therapy. However, melanoma specimens are not always available to perform this analysis; moreover, a negative result in a single tumor biopsy may cover the presence of mutation-positive tumor lesions. Because blood has been proven to represent a valuable alternative source of tumor-derived cells as well as of tumor-derived DNA, several technical approaches have been studied to detect BRAFV600E in RNA/DNA extracted from blood-derived circulating tumor cells and in circulating free DNA isolated from plasma or serum. For these reasons, circulating BRAFV600E has the potential as both a specific melanoma molecular marker and a monitoring factor to be used to evaluate clinical response.
In this chapter, we summarize the clinical and biological features of BRAF mutation in melanoma. Furthermore, we report a new BRAFV600E detection assay developed in our lab that shows high sensitivity and specificity.
2. BRAFV600E mutation in melanoma
Among the genetic lesions that frequently occur in melanoma, BRAF gene mutation is the most common and is detected in about 50% of melanoma (Davies et al., 2002). The BRAF gene encodes a serine-threonine kinase belonging to the MAPK kinase pathway, also known as the RAS/RAF/MEK/ERK pathway. This signaling pathway regulates important cellular processes, including cell growth, proliferation and migration; in physiological conditions, the signaling is triggered by activated growth factor receptors, which act as binding sites for adapter proteins that subsequently activate a cascade of kinases, including NRAS, BRAF, MEK and ERK, via phosphorylation. Activated ERK translocates to the cell nucleus, where it phosphorylates and activates many different substrates (Held et al., 2011; Poulikakos & Rosen, 2011; Young et al., 2009).
BRAF mutations identified in melanoma are in the kinase domain, which is encoded by exons 11 and 15, and are somatic. Somatic BRAF point mutations have been also detected in approximately 8% of other tumor types, including 30-70% of papillary thyroid cancers and 10% of colorectal cancers, and ovarian, breast and lung cancers (Cantwell-Dorris et al., 2011; Davies et al., 2002; Puzanov et al., 2011). No BRAF germline mutations have been found in familial or sporadic melanoma patients (Lang et al., 2003; Laud et al., 2003; Meyer et al., 2003, although germline mutations have been shown to occur in Noonan, LEOPARD and cardio-facio-cutaneous syndromes, which are developmental disorders with overlapping features including distinctive facial dysmorphia, reduced growth, cardiac defects, skeletal and ectodermal anomalies and variable cognitive deficits (Sarkozy et al., 2009; Tidyman & Raouen, 2009). The relationship between BRAF germline polymorphisms and melanoma risk has also been investigated, and data obtained suggest that BRAF can be considered a low-risk susceptibility gene for melanoma (James et al., 2005; Meyer et al., 2003.
It has been reported that melanocortin 1 receptor (MC1R) variants increase the risk of melanoma with BRAF mutations (Fargnoli et al., 2008; Landi et al., 2006; Scherer et al., 2010). The MC1R gene, which has been identified as a low-risk melanoma susceptibility gene (Williams et al., 2010), encodes a seven-pass transmembrane G-protein receptor that binds alpha-melanocyte stimulating hormone and plays a key role in the pigmentation process (Palmer et al., 2000; Rees, 2004; Valverde et al., 1995). The MC1R gene is highly polymorphic, and gene variants determine a partial or complete loss in the ability of the receptor to transduce signals, thus impairing the switch from pheomelanin to eumelanin production in response to UV radiation exposure (Healy et al., 2000). Further studies are needed to elucidate the mechanisms causing MC1R variants to select for BRAF somatic mutations (Hacker & Hayward, 2008).
BRAF mutations result in the constitutive activation of ERK, resulting in proliferation and growth advantage of melanoma cells. In 15-30% of melanoma, the RAS/RAF/MEK/ERK pathway is constitutively activated through NRAS mutation (Sekulic et al., 2008). As BRAF and NRAS mutations are mutually exclusive, hyperactivation of the MAPK pathway is very frequent in melanoma. Although the constitutive activation of the MAPK pathway is often required to promote the growth and proliferation of neoplastic cells, BRAF mutations are prevalent in melanoma, while mutations in tyrosine kinase receptors or in RAS genes are prevalent in other tumor types. Chromosomal rearrangements leading to the formation of BRAF fusion products, characterized by the lack of the BRAF auto-inhibitory domain and the aberrant activation of the MAPK pathway, have also been reported in pilocytic astrocytoma, thyroid, prostate and gastric cancer as well as melanoma (Ciampi et al., 2005; Cin et al., 2011; Dessars et al., 2007; Palanisamy et al., 2010).
The substitution of a valine (V) for glutamic acid (E) at position 600 (V600E) accounts for >90% of BRAF mutations identified in melanoma. BRAF mutations in melanoma are an early event as they can be detected in nevi and in primary melanoma (Figure 1) (Rodolfo et al., 2004; Thomas et al., 2006). Even if 60-70% of benign and dysplastic nevi show the BRAFV600E mutation, most of them do not progress to melanoma, suggesting that further alterations are necessary to promote malignant progression. In particular, it has been proposed that BRAF mutations may induce senescence and that abrogation of the mechanisms regulating this cellular process are required to induce tumor progression (Michaloglou et al., 2005). In primary melanoma, BRAFV600E mutation is rarely detected in lentigo maligna lesions which arise in chronically sun-exposed skin and show a high rate of RAS mutations, and in acral and mucosal melanoma that arise in non-exposed skin, which may show KIT gene mutation (Platz et al., 2008). Melanoma occurring in childhood and adolescence, as well as those occurring in patients with a family history of melanoma, show BRAFV600E mutation (Daniotti et al., 2009). Melanoma that arise in intermittently exposed body sites, in skin lacking signs of chronic sun-induced damage, and in younger people, show a >80% rate of BRAFV600E mutation (Curtin et al., 2005). BRAF mutation frequency appears higher in advanced lesions than primary tumors, and it does not seem to be related to the site of metastases. Moreover, different studies have reported that BRAF mutation is maintained during progression from primary tumor to metastatic lesions or is acquired during the development of metastases (Houben et al., 2004; Omholt et al., 2003; Shinozaki et al., 2004). These results suggested a possible direct link between mutated BRAF and the metastatic potential of melanoma cells.
Several authors have studied the effects of BRAFV600E on global gene expression profiles of melanoma cells by microarray analysis and reported a BRAF mutation-associated gene expression signature (Pavey et al., 2004; Bloethner et al., 2005; Johansson et al., 2007). In particular, genes that encoded proteins involved in RAS/RAF/MEK/ERK signaling were identified among the genes differentially expressed between melanoma cell lines with or without BRAF mutation (Bloethner et al., 2005). In addition, a classifier able to discriminate between BRAF mutant and BRAF wild-type melanoma with high accuracy was built, including genes encoding phosphates and other genes biologically related to melanoma progression (Pavey et al., 2004). On the contrary, Hoek et al. failed to find a BRAF signature but identified three sample cohorts that represented melanoma groups characterized by different metastatic potential (Hoek et al., 2004). This discrepancy could be explained by considering the methods used to perform the analysis of array data; in fact, when the data by Hoek were re-analyzed with another statistical approach, a BRAF signature could be identified in these data (Johansson et al., 2007). Taken together, these results support the presence of a gene expression profile associated with BRAF mutation in melanoma and point to the genes that are potentially novel therapeutic targets.
3. BRAFV600E as a therapeutic target
The frequency and specificity of BRAFV600E mutation, together with the strict dependence of melanoma cell growth and survival on BRAFV600E activity (a phenomenon called oncogene addiction), have pointed to BRAFV600E as a promising therapeutic target.
Several BRAF inhibitors have been produced in the last years that have been or are currently being clinically tested (Sheperd et al., 2010). The first compound tested in clinical trials was Sorafenib (BAY43-9006), a multi-kinase inhibitor that targeted both wild-type and mutated BRAF, CRAF and other protein kinases, such as VEGFR2 and -3, PDGF, p38 MAPK, cKIT, FMS and RET (Wellbrock & Hurlstone, 2010). Sorafenib showed poor clinical activity when tested as a single agent, and in phase III trials in both front- and second-line therapies in combination with carboplatin and paclitaxol (Eisen et al., 2006; Hauschild et al., 2009). Other multi-kinase inhibitors that show a higher selectivity for BRAF than Sorafenib are currently under investigation in clinical trials (Dienstmann & Tabernero, 2011).
Several compounds that selectively inhibit BRAF have also been developed. Among them, GSK2118436 (SB-590885) has been tested in a phase I-II clinical trial and shows clinical responses in 60% of melanoma patients with BRAFV600 tumors, including patients having BRAFV600K and BRAFV600G mutations, with good tolerability (Kefford et al., 2010). Moreover, treatment with GSK2118436 induced a 20-100% reduction in the size of central nervous system lesions in patients with previously untreated brain metastases (Long et al., 2010).
Recently, the results of a phase I-II study that tested a specific BRAFV600E inhibitor, PLX4032 (RO5185426), were reported. Treatment with PLX4032 induced a complete or partial tumor regression in 81% of patients who had melanoma with BRAFV600E mutation, including progression-free survival for more than 7 months and manageable side effects, while patients with BRAF wild-type tumors showed no evidence of tumor regression (Flaherty et al., 2010). As a side effect, 31% of patients treated with PLX4032 developed low-grade squamous cell carcinomas, which were reported to occur also in patients treated with Sorafenib (Arnault et al., 2009). This side effect is possibly due to the selective mechanism of action of PLX4032 that shuts down only the activity of BRAFV600E while inducing the formation of BRAF-RAF1 heterodimers and RAF1-RAF1 homodimers, thus inducing hyper-activation of the MAPK pathway in both tumor cells and normal skin cells with wild-type BRAF (Hatzivassiliou et al., 2010; Heidorn et al., 2010; Poulikakos et al., 2010).
4. Mechanisms of resistance to BRAF inhibitors
Even if BRAFV600E tumors initially respond to PLX4032 treatment, the majority of patients relapsed within 2-18 months and developed resistance to the treatment. Furthermore, a subset of BRAFV600E tumors showed primary resistance as about 20% of patients did not respond to PLX4032 treatment (Flaherty et al., 2010). These findings indicate that the development of new therapeutic strategies using PLX4032 in combination with other targeted agents could be useful to prevent the acquisition of resistance. Several studies investigating the molecular mechanisms that promote resistance to RAF inhibitors have been recently reported. The restoration of MEK activity in BRAFV600E melanoma appears to be a crucial event in promoting the acquisition of resistance (Poulikakos & Rosen, 2011; Solit & Rosen, 2011; Solit & Sawyers, 2010; Tuma, 2011). In particular, MEK activity was restored by overexpressing other kinases such as RAF1 and COT/TPL2 (Johannessen et al., 2010) or by the de novo acquisition of a mutation in the NRAS gene (Nazarian et al., 2010). The COT gene was amplified in cell lines that showed intrinsic resistance to PLX4032 (Johannessen et al., 2010). Surprisingly, no secondary BRAF mutations were detected in tumors from patients with acquired resistance (Nazarian et al., 2010). Wagle et al. identified an activating mutation at codon 121 of MEK1 in the tumor from a patient who relapsed after developing resistance to PLX4032 treatment, thus demonstrating for the first time that resistance to PLX4032 is associated with the development of activating mutations in kinases downstream of BRAFV600E (Wagle et al., 2011). This discovery highlights the importance of establishing new combined therapies using MEK or ERK inhibitors with PLX4032 to overcome resistance. In fact, data obtained in preclinical studies demonstrated a synergism between BRAF and MEK inhibitors AZD6244 and GSK1120212 (Emery et al., 2009; Joseph et al., 2010; Paraiso et al., 2010). However, mechanisms that promote the acquisition of resistance independently of MEK activation have been described, including the increased activation of the receptor tyrosine kinases PDGFRβ (Nazarian et al., 2010) or IGF1R (Villaneuva et al., 2010), suggesting that the combination of receptor tyrosine kinase inhibitors with PLX4032 could be effective in the treatment of these patients. However in most patients, the mechanisms that promote the acquisition of resistance remain unclear (Nazarian et al., 2010).
5. BRAFV600E as a circulating disease biomarker
As blood has been proved to represent a valuable alternative source of tumor-derived cells and tumor-derived DNA/RNA, circulating BRAFV600E represents a potential circulating disease biomarker that could be useful when melanoma specimens are not available to test the BRAF mutational status for the selection of patients who will benefit from treatment with BRAF inhibitors. In addition, it could be used as a monitoring factor to evaluate clinical response.
Several studies reported that BRAFV600E is detectable in DNA/RNA extracted from circulating melanoma cells (CMC) (Kitago et al., 2009; Oldenburg et al., 2008). The assessment of CMC for monitoring the efficacy of therapeutic treatment and for predicting the disease outcome of melanoma patients has been proposed. Currently, RT-PCR and quantitative real-time RT-PCR are the methods most frequently used to detect CMC in melanoma. Both techniques are used to amplify genes expressed in melanoma cells, such as tyrosinase, MART-1, MAGE-3A and MITF (Koyanagi et al., 2010). Detection of the mutated BRAF variant in blood samples requires the efficient isolation of CMC (Kitago et al., 2009) or the development of extremely sensitive techniques to detect the mutant sequence in a large excess of wild-type BRAF forms (Oldenburg et al., 2008).
Circulating free DNA (cfDNA) isolated from plasma or serum samples represents an alternative source of melanoma-derived DNA. Several studies reported the feasibility of detecting BRAFV600E mutation in the cfDNA from patients with melanoma (Board et al., 2009; Daniotti et al., 2007; De Giorgi et al., 2010; Pinzani et al., 2010; Yancovitz et al., 2007). Interestingly, Shinozaki and coworkers reported that the detection of circulating BRAV600E in the serum of patients treated with biochemotherapy correlates with poorer outcomes due to absence of response to the treatment (Shinozaky et al., 2007).
Some important limitations should be overcome to consider BRAFV600E as a reliable circulating disease biomarker. In fact, the studies previously mentioned demonstrated that BRAFV600E is detectable at stage IV and only in a few stage III melanoma patients, suggesting that it does not represent a marker for the detection of the disease in early-stage patients. Moreover, when matched plasma/serum and tumor samples from melanoma patients were tested for BRAFV600E, the concordance between the BRAF mutation rates of cfDNA and tumors showed some discrepancies, which could be due to a low sensitivity of the techniques used to perform the mutational analysis or to the heterogeneity of the tumor for the BRAFV600E mutation. For these reasons, different methods were developed to detect BRAFV600E mutation in high levels of BRAF wild-type DNA by increasing the specificity and sensitivity of the assays, as shown in Table 1, mainly through enriching the sample for the mutant variant or by selectively inhibiting the amplification of the BRAF wild-type form (Kitago et al., 2009; Oldenburg et al., 2008; Pinzani et al., 2011; Shinozaki et al., 2007; Yancovitz et al., 2007)
5.1. Other melanoma circulating biomarkers
Melanoma serum markers that have significant potential both as prognostic indicators and for monitoring the treatment response include lactate dehydrogenases (LDH), S100 calcium binding protein B (S100B), and melanoma inhibitory activity (MIA) molecule.
LDH are cytochrome c- or NAD(P)-dependent enzymes that act on either D- or L-lactate. Serum LDH is the only circulating biomarker shown to have a prognostic relevance in melanoma. Several studies have shown that high levels of circulating LDH correlate with a poor prognosis in stage IV melanoma patients and in other neoplastic diseases (Balch et al., 2009; Bedikian et al., 2008; Keilholz et al., 2002). For this reason, LDH was included in the current AJCC staging system, and its level is currently determined in melanoma patients having distant metastasis because patients with elevated LDH are assigned directly to the M1C category without considering the site of distant metastasis (Dickson & Gershenwald, 2011).
S100B is a protein that belongs to the S100 protein family and is mainly expressed by astrocytes, where it acts as a neurotrophic factor to promote neuronal survival. S100B is a well-characterized melanoma marker, and it is used as a diagnostic marker of melanocytic skin lesions in immunohistochemical staining. Several studies pointed out S100B as a prognostic marker of disease progression (Gogas et al., 2009; Jury et al., 2000) as increased serum levels in melanoma patients were predictive of disease progression. Even if not included in the AJCC staging system, Swiss and German guidelines recommend the determination of S100B serum levels in patients with Breslow thickness >1 mm every 3-6 months (Dummer et al., 2005; Garbe et al., 2007; Garbe et al., 2008).
MIA is a small protein secreted by malignant melanoma cells that exhibits an inhibitory effect on cell growth in vitro (Blesch et al., 1994). Even if a correlation between high MIA serum levels and metastatic melanoma progression has been reported (Bosserhoff et al., 1997; Stahlecker et al., 2000), MIA was shown to have lower sensitivity and specificity as a melanoma marker than S100B and LDH (Krahn et al., 2001).
Recently, microRNAs (miRNAs) have been proposed as a new class of potential circulating biomarkers that are detectable in various body fluids. miRNAs are non-coding RNAs consisting of 18-24 nucleotides that regulate mRNA and protein levels mainly by inducing mRNA degradation or by inhibiting translation (Ambros, 2004; Bartel, 2004). Recently, deregulation of a group of miRNAs was found in melanoma lesions in association with BRAF mutational status (Caramuta et al., 2010). miRNAs are also released into the extracellular space, where they can be found free or contained within vesicles such as microvesicles, exosomes, apoptotic vesicles and senescent bodies. The functional role of extracellular miRNAs as an intercellular communication system is poorly characterized (Reid et al., 2010). Extracellular miRNAs have been identified as ideal tumor circulating biomarkers because of their stability and easy quantification (Etheridge et al., 2010). For these reasons, circulating miRNAs have been investigated in many tumor types, including lung, colorectal, ovarian and pancreatic cancers, to evaluate their prognostic and diagnostic value (Reid et al., 2010). Few studies have assessed circulating miRNAs in the context of melanoma. Kanemaru et al. demonstrated that miRNA-221 serum levels are higher in melanoma patients than in healthy controls; in addition, miRNA-221 levels directly correlate with tumor thickness, staging and disease course (Kanemaru et al., 2011). In another study, 16 miRNAs were identified deregulated in blood cells of melanoma patients by comparison of miRNA expression profiles in blood cells of healthy donors; moreover, they were sufficient to distinguish melanoma patients from healthy individuals with high accuracy (Leidinger et al., 2010). Taken together, these studies suggest that miRNAs potentially could be prognostic and diagnostic circulating markers in melanoma, although larger studies and the standardization of isolation and detection techniques are needed to confirm these results.
6. Allele-specific real-time PCR-based detection of circulating BRAFV600E
It is possible to selectively eliminate the BRAF wild-type sequence and thus improve the sensitivity of the PCR performed to detect mutated circulating BRAF by taking advantage of the presence of a TspRI enzyme restriction site located at codon 600 of the BRAF wild-type sequence (Rimoldi et al., 2003). This restriction site is abrogated by BRAFV600E, and therefore it is possible to enrich for the BRAV600E allele by selectively eliminating wild-type sequences by performing TspRI digestion. We modified the experimental conditions described by Rimoldi et al. to improve sensitivity and specificity of an allele-specific TaqMan-based real-time method to detect BRAFV600E in colorectal cancer tissues (Benlloch et al., 2006). Figure 2 summarizes the steps of the assay developed to screen for BRAV600E mutation plasma or melanoma tissue biopsies.
Experimental conditions of each step are reported in paragraph 6.1.
6.1. Overview of the protocol
A 224-bp fragment that includes codon 600 of the BRAF gene is amplified from 5 ng DNA in a final reaction volume of 50 µl (Figure 2A). Amplification was performed with a pre-cycling hold at 95°C for 7 min followed by 37 cycles of PCR (95°C for 1 min, 55°C for 1 min and 72°C for 1 min) and a final extension at 72°C for 7 min using primers for exon 15 amplification reported by Davies (Davies et al., 2002). Twenty microliters of the PCR product were mixed with 1X NEB Buffer 4 supplemented with 100 µg/ml BSA (New England Biolabs) and then subjected to restriction digestion at 65°C overnight with 15 U TspRI (New England Biolabs) in a final digestion mix volume of 50 µl to enrich samples for the BRAFV600E mutant allelic variant (Figure 2B). Two microliters of the digestion product were used to perform an allele-specific TaqMan-based real-time PCR analysis (Figure 2C). The final reaction volume of 20 µl contained 10 µl 2X of TaqMan Genotyping Master Mix (Applied Biosystems), 18 pmol of each primer (BRAF-51F and BRAF-176R) and 5 pmol of each probe (BRAFmut and BRAFwt). The primer and probe sequences were reported previously by Benlloch (Benlloch et al., 2006). Amplification and detection were performed with an ABI PRISM 7900HT (Applied Biosystems) using the standard thermal profile conditions of the Absolute Quantification protocol. Data analysis was performed using the SDS (Sequence Detection System) version 2.2.2 software. Each experiment was performed in duplicate.
6.2. Results
Specificity of the technique was tested by assaying dilutions of BRAF mutated DNA (5 ng/µl) in wild-type DNA (5 ng/µl). The mutated DNA was obtained from a heterozygous melanoma cell line showing 2 copies of BRAF gene. Therefore, the allelic ratio was calculated considering one mutated allele out of 4 total alleles. Results obtained show that 1 copy of V600E allele can be detected when diluted in 8X105 copies of wild-type alleles. Sensitivity of the technique was assayed by testing progressive dilutions in water of the BRAF mutated DNA. Results obtained show that BRAFV600E mutation can be detected starting from 6.25X10-5 ng of DNA.
This method showed an increase in both sensitivity and specificity when compared to the assays previously used in our lab to detect BRAFV600E (Daniotti et al., 2007). As shown in Figures 3 and 4, the selective elimination of the BRAF wild-type allele is a critical step required to increase both parameters. In fact, the BRAF mutated allele became detectable only when the wild-type allele was greatly reduced (Figure 3) or eliminated (Figure 4) after digestion with TsprRI.
Taken together, these results indicate that the new assay has an improved sensitivity and specificity for detecting BRAFV600E when tested on genomic DNA from melanoma when diluted in an excess of wild-type DNA or when present in a few copies as in water dilutions. Preliminary results obtained by testing matched plasma and tissues samples indicate that more samples test positive for BRAFV600E compared to the previously described technique (Daniotti et al., 2007) and suggest a potential clinical application of this technique.
TspRI digestion reduces the excess of the wild-type allele that is detected 9 cycles later compared to the undigested sample and allows the detection of the BRAFV600E allele. The red line represents the threshold line. wt: wild-type. mut: mutated.
The amplification plot shows that the complete elimination of the BRAF wild-type template by TspRI digestion improves the sensitivity of mutated allele-specific PCR, anticipating its detection of about 14 cycles compared to undigested samples. The red line represents the threshold line. wt: wild-type. mut: mutated.
7. Conclusion
BRAFV600E currently represents the most specific circulating tumor marker available for cutaneous melanoma, although it will only detect about 50% of melanoma. Circulating BRAFV600E can be used to select patients to be treated with BRAF inhibitors when the tissue samples are not available for the analysis. In addition, detection methods for circulating BRAFV600E can be used to monitor the treatment response and evaluate disease relapse during follow-up. However, to use BRAFV600E as a blood marker, more sensitive technologies must be designed and validated to improve the sensitivity and specificity of the assays used to detect this mutation.
Acknowledgments
VV is recipient of a fellowship by the Italian Health Ministry, Grant RFPS 2006-4-341458.
References
- 1.
Ambros V. 2004 The functions of animal microRNAs. ,431 7006 350 355 - 2.
Arnault J. P. Wechsler J. Robert C. 2009 Keratoacanthomas and squamous cell carcinomas in patients receiving sorafenib. ,27 23 59 61 - 3.
Balch C. M. Gershenwald J. E. Sondak V. K. 2009 Final version of 2009 AJCC melanoma staging and classification. ,27 36 6199 6206 - 4.
Bartel D. P. 2004 MicroRNAs: genomics, biogenesis, mechanism, and function. ,116 2 281 297 - 5.
Bedikian A. Y. MM Johnson Hwu P. 2008 Prognostic factors that determine the long-term survival of patients with unresecTable metastatic melanoma. ,26 6 624 633 - 6.
Benlloch S. Payá A. Massutí B. 2006 Detection of BRAF V600E mutation in colorectal cancer: comparison of automatic sequencing and real-time chemistry methodology. ,8 5 540 543 - 7.
Blesch A. Bosserhoff A. K. Bogdahn U. 1994 Cloning of a novel malignant melanoma-derived growth-regulatory protein, MIA. ,54 21 5695 5701 - 8.
Bloethner S. Snellman E. Kumar R. 2007 Differential gene expression in melanocytic nevi with the V600E BRAF mutation. ,46 11 1019 1027 - 9.
Board R. E. Ellison G. Hughes A. 2009 Detection of BRAF mutations in the tumour and serum of patients enrolled in the AZD6244 (ARRY-142886) advanced melanoma phase II study. ,101 10 1724 1730 - 10.
Bosserhoff A. K. Kaufmann M. Buettner R. 1997 Melanoma-inhibiting activity, a novel serum marker for progression of malignant melanoma. ,57 15 3149 3153 - 11.
Cantwell-Dorris E. R. O’Leary J. J. Sheils O. M. 2011 BRAFV600E: Implications for Carcinogenesis and Molecular Therapy. ,10 3 385 394 - 12.
Caramuta S. Egyházi S. Lui W. O. 2010 MicroRNA expression profiles associated with mutational status and survival in malignant melanoma. ,130 8 2062 2070 - 13.
Ciampi R. Knauf J. A. Nikiforov Y. E. 2005 Oncogenic AKAP9-BRAF fusion is a novel mechanism of MAPK pathway activation in thyroid cancer. ,115 9 94 101 - 14.
Cin H. Meyer C. Pfister S. M. 2011 Oncogenic FAM131B-BRAF fusion resulting from 7q34 deletion comprises an alternative mechanism of MAPK pathway activation in pilocytic astrocytoma , (2011) - 15.
Curtin J. A. Fridlyand J. Bastian B. C. 2005 Distinct sets of genetic alterations in melanoma. ,353 20 2135 2147 - 16.
Daniotti M. Vallacchi V. Rodolfo M. 2007 Detection of mutated BRAFV600E variant in circulating DNA of stage III-IV melanoma patients. ,120 11 12439 12444 - 17.
Daniotti M. Ferrari A. Rodolfo M. 2009 Cutaneous melanoma in childhood and adolescence shows frequent loss of INK4A and gain of KIT. ,129 7 1759 1768 - 18.
Davies H. Bignell G. R. Futreal P. A. 2002 Mutations of the BRAF gene in human cancer. ,417 6892 949 954 - 19.
De Giorgi V. Pinzani P. Massi D. 2010 Circulating benign nevus cells detected by ISET technique: Warning for melanoma molecular diagnosis. Arch Dermatol,146 10 1120 1124 - 20.
Dessars B. De Raeve L. E. Heimann P. 2007 Chromosomal translocations as a mechanism of BRAF activation in two cases of large congenital melanocytic nevi. ,127 6 1468 1470 - 21.
Dickson P. V. Gershenwald J. E. 2011 Staging and prognosis of cutaneous melanoma. ,20 1 1 17 - 22.
Dienstmann R. Tabernero J. 2011 BRAF as a Target for Cancer Therapy. , 2011 - 23.
Dummer R. Panizzon R. Burg G. 2005 Updated Swiss guidelines for the treatment and follow-up of cutaneous melanoma. ,210 1 39 44 - 24.
Eisen T. Ahmad T. MJ Ratain 2006 Sorafenib in advanced melanoma: a Phase II randomised discontinuation trial analysis. ,95 5 581 586 - 25.
Emery C. M. Vijayendran K. G. Garraway L. A. 2009 MEK1 mutations confer resistance to MEK and B-RAF inhibition. ,106 48 20411 20416 - 26.
Etheridge A. Lee I. Wang K. 2011 Extracellular microRNA: a new source of biomarkers. , 2011 - 27.
Fargnoli M. C. Pike K. Landi M. T. 2008 MC1R variants increase risk of melanoma harboring BRAF mutations. ,128 10 2485 2490 - 28.
Flaherty K. T. Puzanov I. Chapman P. B. 2010 Inhibition of mutated, activated BRAF in metastatic melanoma. ,363 9 809 819 - 29.
Garbe C. Hauschild A. Kaufmann R. 2007 Evidence and interdisciplinary consense-based German guidelines: diagnosis and surveillance of melanoma. ,17 6 393 399 - 30.
Garbe C. Schadendorf D. Hauschild A. 2008 Short German guidelines: malignant melanoma. ,6 Suppl 1,S9 S14 - 31.
Gogas H. Eggermont A. M. Dummer R. 2009 Biomarkers in melanoma. ,20 6 vi8 v13 - 32.
Hacker E. Hayward N. K. 2008 Germline MC1R variants and BRAF mutant melanoma. ,128 10 2354 2356 - 33.
Hatzivassiliou G. Song K. Malek S. 2010 RAF inhibitors prime wild-type RAF to activate the MAPK pathway and enhance growth. ,464 7287 431 435 - 34.
Hauschild A. Agarwala S. S. Keilholz U. 2009 Results of a phase III, randomized, placebo-controlled study of sorafenib in combination with carboplatin and paclitaxel as second-line treatment in patients with unresecTable stage III or stage IV melanoma. ,27 17 2823 2830 - 35.
Healy E. Flannagan N. Rees J. L. 2000 Melanocortin-1-receptor gene and sun sensitivity in individuals without red hair. ,355 9209 1072 1073 - 36.
Heidorn S. J. Milagre C. Marais R. 2010 Kinase-dead BRAF and oncogenic RAS cooperate to drive tumor progression through CRAF. ,140 2 209 221 - 37.
Held L. Eigentler T. K. Bauer J. 2011 Oncogenetics of melanoma: basis for molecular diagnostics and therapy , (2011) - 38.
Hoek K. S. Schlegel N. C. Dummer R. 2006 Metastatic potential of melanoma defined by specific gene expression profiles with no BRAF signature. ,19 4 290 302 - 39.
Houben R. Becker J. C. Rapp U. R. 2004 Constitutive activation of the Ras-Raf signaling pathway in metastatic melanoma is associated with poor prognosis. ,3 1 6 - 40.
James M. R. Roth R. B. Duffy D. L. 2005 BRAF polymorphisms and risk of melanocytic neoplasia. ,125 6 1252 1258 - 41.
Johannessen C. M. Boehm J. S. Garraway L. A. 2010 COT drives resistance to RAF inhibition through MAP kinase pathway reactivation. ,468 7326 968 972 - 42.
Johansson P. Pavey S. Hayward N. 2007 Confirmation of a BRAF mutation-associated gene expression signature in melanoma. ,20 3 216 221 - 43.
Joseph E. W. CA Pratilas Rosen N. 2010 The RAF inhibitor PLX4032 inhibits ERK signaling and tumor cell proliferation in a V600E BRAF-selective manner. ,107 33 14903 14908 - 44.
Jury C. S. Mc Allister E. J. Mac Kie. R. M. 2000 Rising levels of serum S100 protein precede other evidence of disease progression in patients with malignant melanoma. ,143 2 269 274 - 45.
Kanemaru H. Fukushima S. Ihn H. 2011 The circulating microRNA-221 level in patients with malignant melanoma as a new tumor marker. ,61 3 187 193 - 46.
Kefford, R., Arkenau, H., & Lebowitz, PF. Phase I/II study of GSK2118436, a selective inhibitor of oncogenic mutant BRAF kinase, in patients with metastatic melanoma and other solid tumors. , 28(15s), abstract 8503 - 47.
Keilholz U. Martus P. Eggermont A. M. 2002 Prognostic factors for survival and factors associated with long-term remission in patients with advanced melanoma receiving cytokine-based treatments: second analysis of a randomised EORTC Melanoma Group trial comparing interferon-alpha2a (IFNalpha) and interleukin 2 (IL-2) with or without cisplatin. ,38 11 1501 1511 - 48.
Kitago M. Koyanagi K. DS Hoon 2009 mRNA expression and BRAF mutation in circulating melanoma cells isolated from peripheral blood with high molecular weight melanoma-associated antigen-specific monoclonal antibody beads. ,55 4 757 764 - 49.
Koyanagi K. O’Day S. J. DS Hoon 2010 Serial monitoring of circulating tumor cells predicts outcome of induction biochemotherapy plus maintenance biotherapy for metastatic melanoma. ,16 8 2402 2408 - 50.
Krähn G. Kaskel P. Peter R. U. 2001 S100 beta is a more reliable tumor marker in peripheral blood for patients with newly occurred melanoma metastases compared with MIA, albumin and lactate-dehydrogenase. ,21 2B 1311 1316 - 51.
Landi M. T. Bauer J. Bastian B. C. 2006 MC1R germline variants confer risk for BRAF-mutant melanoma. ,313 5786 521 522 - 52.
Lang J. Boxer M. Mac Kie. R. 2003 Absence of exon 15 BRAF germline mutations in familial melanoma. ,21 3 327 330 - 53.
Laud K. Kannengiesser C. Bressac-de Paillerets. B. 2003 BRAF as a melanoma susceptibility candidate gene? ,63 12 3061 3065 - 54.
Leidinger P. Keller A. Meese E. 2010 High-throughput miRNA profiling of human melanoma blood samples. ,10 262 - 55.
Long G. V. Kefford R. F. Falchook G. 2010 Phase ½ study of GSK2118436, a selective inhibitor of600 mutant BRAf kinase: evidence of activity in melanoma brain metastases. , 21 (Suppl. 8), abstract LBA 27 - 56.
Meyer P. Klaes R. Garbe C. 2003 Exclusion of BRAFV599E as a melanoma susceptibility mutation. ,106 1 78 80 a) - 57.
Meyer P. Sergi C. Garbe C. 2003 Polymorphisms of the BRAF gene predispose males to malignant melanoma.,2 1 7 b) - 58.
Michaloglou C. Vredeveld L. C. DS Peeper 2005 BRAFE600-associated senescence-like cell cycle arrest of human naevi. ,436 7051 720 724 - 59.
Nazarian R. Shi H. Lo R. S. 2010 Melanoma acquire resistance to B-RAF(V600E) inhibition by RTK or NRAS upregulation. ,468 7326 973 977 - 60.
Oldenburg R. P. MS Liu MS Kolodney 2008 Selective amplification of rare mutations using locked nucleic acid oligonucleotides that competitively inhibit primer binding to wild-type DNA. ,128 2 398 402 - 61.
Omholt K. Platz A. Hansson J. 2003 NRAS and BRAF mutations arise early during melanoma pathogenesis and are preserved throughout tumor progression. ,9 17 6483 6488 - 62.
Palanisamy N. Ateeq B. Chinnaiyan A. M. 2010 Rearrangements of the RAF kinase pathway in prostate cancer, gastric cancer and melanoma. .,16 7 793 798 - 63.
Palmer J. S. Duffy D. L. Sturm R. A. 2000 Melanocortin-1 receptor polymorphisms and risk of melanoma: is the association explained solely by pigmentation phenotype? ,66 1 176 186 - 64.
Paraiso K. H. Fedorenko I. V. Smalley K. S. 2010 Recovery of phospho-ERK activity allows melanoma cells to escape from BRAF inhibitor therapy. ,102 12 1724 1730 - 65.
Pavey S. Johansson P. Hayward N. K. 2004 Microarray expression profiling in melanoma reveals a BRAF mutation signature. ,23 23 4060 4067 - 66.
Pinzani P. Salvianti F. Orlando C. 2010 Allele specific taqman-based real-time PCR assay to quantify circulating BRAFV600E mutated DNA in plasma of melanoma patients. ,411 17-18 1319 1324 - 67.
Pinzani P. Santucci C. Orlando C. 2011 BRAF(600E detection in melanoma is highly improved by COLD-PCR. , 2011 - 68.
Platz A. Egyhazi S. Hansson J. 2008 Human cutaneous melanoma; a review of NRAS and BRAF mutation frequencies in relation to histogenetic subclass and body site. ,1 4 395 405 - 69.
Poulikakos P. I. Zhang C. Rosen N. 2010 RAF inhibitors transactivate RAF dimers and ERK signalling in cells with wild-type BRAF. ,464 7287 427 430 - 70.
Poulikakos P. I. Rosen N. 2011 Mutant BRAF melanoma--dependence and resistance. ,19 1 11 15 - 71.
Puzanov I. Burnett P. Flaherty K. T. 2011 The cardiofaciocutaneous syndrome. , (2011) - 72.
Rees JL. 2004 The genetics of sun sensitivity in humans. ,75 5 739 751 - 73.
Reid G. Kirschner M. B. van Zandwijk N. 2010 Circulating microRNAs: Association with disease and potential use as biomarkers , (2010) - 74.
Rimoldi D. Salvi S. Cerottini J. C. 2003 Lack of BRAF mutations in uveal melanoma. ,63 18 5712 5715 - 75.
Rodolfo M. Daniotti M. Vallacchi V. 2004 Genetic progression of metastatic melanoma. ,214 2 133 147 - 76.
Romano E. Schwartz G. K. Carvajal R. D. 2011 Treatment implications of the emerging molecular classification system for melanoma Lancet Oncol - 77.
Sarkozy A. Carta C. Tartaglia M. 2009 Germline BRAF mutations in Noonan, LEOPARD, and cardiofaciocutaneous syndromes: molecular diversity and associated phenotypic spectrum. ,30 4 695 702 - 78.
Scherer D. Rachakonda P. S. Kumar R. 2010 Association between the germline MC1R variants and somatic BRAF/NRAS mutations in melanoma tumors. ,130 12 2844 2848 - 79.
Sekulic A. Haluska P. Jr Markovic S. N. Melanoma Study. Group of. Mayo Clinic. Cancer Center. 2008 Malignant melanoma in the 21st century: the emerging molecular landscape. ,83 7 825 846 - 80.
Shepherd C. Puzanov I. Sosman J. A. 2010 B-RAF inhibitors: an evolving role in the therapy of malignant melanoma. ,12 3 3146 3152 - 81.
Shinozaki M. Fujimoto A. DS Hoon 2004 Incidence of BRAF oncogene mutation and clinical relevance for primary cutaneous melanoma. ,10 5 1753 1757 - 82.
Shinozaki M. O’Day S. J. DS Hoon 2007 Utility of circulating B-RAF DNA mutation in serum for monitoring melanoma patients receiving biochemotherapy. ,13 7 2068 2074 - 83.
Solit D. Sawyers C. L. 2010 Drug discovery: How melanoma bypass new therapy. ,468 7326 902 903 - 84.
Solit D. B. Rosen N. 2011 Resistance to BRAF inhibition in melanoma. ,364 8 772 774 - 85.
Stahlecker J. Gauger A. Hein R. 2000 MIA as a reliable tumor marker in the serum of patients with malignant melanoma. ,20 6D 5041 5044 - 86.
Thomas N. E. 2006 BRAF somatic mutations in malignant melanoma and melanocytic naevi. ,16 2 97 103 - 87.
Tidyman W. E. Rauen K. A. 2009 The RASopathies: developmental syndromes of Ras/MAPK pathway dysregulation. ,19 3 230 236 - 88.
Tuma R. S. 2011 Getting around PLX4032: studies turn up unusual mechanisms of resistance to melanoma drug. ,103 3 170 171 - 89.
Valverde P. Healy E. Thody A. J. 1995 Variants of the melanocyte-stimulating hormone receptor gene are associated with red hair and fair skin in humans. ,11 3 328 330 - 90.
Villanueva J. Vultur A. Herlyn M. 2010 Acquired resistance to BRAF inhibitors mediated by a RAF kinase switch in melanoma can be overcome by cotargeting MEK and IGF-1R/PI3K. ,18 6 683 695 - 91.
Wagle N. Emery C. Garraway L. A. 2011 Dissecting Therapeutic Resistance to RAF Inhibition in Melanoma by Tumor Genomic Profiling J Clin Oncol - 92.
Wellbrock C. Hurlstone A. 2010 BRAF as therapeutic target in melanoma. ,80 5 561 567 - 93.
Williams P. F. Olsen C. M. Whiteman D. C. 2010 Melanocortin- Int J Cancer1 -receptor and risk of cutaneous melanoma: A meta-analysis and estimates of population burden - 94.
Yancovitz M. Yoon J. Polsky D. 2007 Detection of mutant BRAF alleles in the plasma of patients with metastatic melanoma. ,9 2 178 183 - 95.
Young A. Lyons J. Mc Cormick F. 2009 Ras signaling and therapies. ,102 1 17