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[Cancer Research 62, 6997-7000, December 1, 2002]
© 2002 American Association for Cancer Research


Molecular Biology and Genetics

BRAF and RAS Mutations in Human Lung Cancer and Melanoma1

Marcia S. Brose, Patricia Volpe, Michael Feldman, Madhu Kumar, Irum Rishi, Renee Gerrero, Eugene Einhorn, Meenhard Herlyn, John Minna, Andrew Nicholson, Jack A. Roth, Steven M. Albelda, Helen Davies, Charles Cox, Graham Brignell, Philip Stephens, P. Andrew Futreal, Richard Wooster, Michael R. Stratton and Barbara L. Weber2

Department of Medicine [M. S. B., R. G., S. M. A., B. L. W.], Abramson Family Cancer Research Institute [M. S. B., P. V., M. K., I. R., R. G., B. L. W.], University of Pennsylvania Cancer Center; Department of Pathology, University of Pennsylvania, Philadelphia, Pennsylvania [M. F.]; Department of Pathology, VA Medical Center, The Wistar Institute, Philadelphia, Pennsylvania 19104 [E. E., M. H.]; The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, CD10 1SA United Kingdom [H. D., C. C., G. B., P. S., P. A. F., R. W., M. R. S.]; The Hamon Center for Therapeutic Oncology Research, the Departments of Medicine and Pharmacology, The University of Texas Southwestern Medical Center, Dallas, Texas 75390 [J. M.]; Royal Brompton Hospital, London, SW3 GNP United Kingdom [A. N.]; and Department of Thoracic and Cardiovascular Surgery, The University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030 [J. A. R.]


    ABSTRACT
 Top
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 REFERENCES
 
BRAF encodes a RAS-regulated kinase that mediates cell growth and malignant transformation kinase pathway activation. Recently, we have identified activating BRAF mutations in 66% of melanomas and a smaller percentage of many other human cancers. To determine whether BRAF mutations account for the MAP kinase pathway activation common in non-small cell lung carcinomas (NSCLCs) and to extend the initial findings in melanoma, we screened DNA from 179 NSCLCs and 35 melanomas for BRAF mutations (exons 11 and 15). We identified BRAF mutations in 5 NSCLCs (3%; one V599 and four non-V599) and 22 melanomas (63%; 21 V599 and 1 non-V599). Three BRAF mutations identified in this study are novel, altering residues important in AKT-mediated BRAF phosphorylation and suggesting that disruption of AKT-induced BRAF inhibition can play a role in malignant transformation. To our knowledge, this is the first report of mutations documenting this interaction in human cancers. Although >90% of BRAF mutations in melanoma involve codon 599 (57 of 60), 8 of 9 BRAF mutations reported to date in NSCLC are non-V599 (89%; P < 10-7), strongly suggesting that BRAF mutations in NSCLC are qualitatively different from those in melanoma; thus, there may be therapeutic differences between lung cancer and melanoma in response to RAF inhibitors. Although uncommon, BRAF mutations in human lung cancers may identify a subset of tumors sensitive to targeted therapy.


    INTRODUCTION
 Top
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 REFERENCES
 
Identification of gene mutations in human cancers can lead to the development of effective targeted therapies (1) . We reported recently that activating BRAF mutations are present in 66% of melanomas and a small percentage of NSCLC3 cell lines (2) . In melanoma, most BRAF mutations involved codon 599 in the activation segment of the kinase domain (exon 15; Fig. 1Citation ); however, four of four BRAF mutations found in NSCLCs were non-V599 (exons 11 and 15). Interestingly, none of the 3 of 43 cancer cell lines with both BRAF and RAS mutations had a codon 599 BRAF mutation [one each in NSCLC (NRAS and Q61K), colorectal (KRAS and G13D), and ovarian cancer lines (KRAS and G13D; Ref. 2 )]. This (2) and a subsequent report (3) provide evidence that BRAF kinase mutations are present in 10% of colon cancers overall and in 31% of mismatch repair-deficient tumors (P < 10-6; Ref. 3 ). In the latter series of colon cancers, KRAS and BRAF mutations were mutually exclusive (P < 10-6); our current and previous series have inadequate power to evaluate this interaction.



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Fig. 1. Schematic drawing of BRAF showing the location of the G-loop (exon 11) and activation segment (exon 15) of the kinase domain. Additionally shown are the invariant glycine residues that make up the backbone of the glycine loop (G463, G465, and G468) and phosphorylation sites in the activation segment (T598 and T601). AKT-phosphorylated residues are as shown (S364, S428, and T439). Codon 599 and the Thr439 AKT phosphorylation site are highlighted in red.

 
ERK1 and ERK2, downstream effectors of the RAS-RAF-MEK-ERK-MAP kinase pathway, are constitutively active in many NSCLCs and melanomas (4 , 5) . MAP kinase pathway activation in these tumors has not been associated with mutations in ERK1/2 or MEK but rather is attributable to constitutive phosphorylation of these proteins. Thus, activating mutations in BRAF could explain activation of MEK and ERK1/2 in both melanoma and NSCLC. To follow up on the observation that NSCLCs (particularly adenocarcinomas) may have an inverted ratio of V599/non-V599 BRAF mutations as compared with melanoma (2) and to investigate the role of BRAF mutations in the unexplained activation of the MEK-ERK-MAP kinase pathway in lung cancer, we evaluated the frequency of BRAF kinase domain mutations in primary NSCLCs and early passage melanoma cell lines. On the basis of the initial observation that one NSCLC cell line with a BRAF mutation had an NRAS mutation (2) , we also screened the NSCLCs and melanomas for codon 61 NRAS and codon 12/13 KRAS mutations, which may be found in these tumors.


    MATERIALS AND METHODS
 Top
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 REFERENCES
 
DNA Isolation.
DNA was obtained from 35 early passage melanoma cell lines, 2 snap-frozen metastatic melanomas, and 139 snap-frozen lung tumors (>40% tumor) using the Wizard Genomic Purification Kit (Promega). DNA from 165 paraffin-embedded lung tumor specimens was prepared from 10 x 30-µm sections after macrodissection, resulting in selection of >=90% tumor cells. DNA was isolated after xylene extraction and proteinase K digestion as described previously (6) .

Mutation Screening and Confirmation.
Genomic DNA was screened for mutations using conformation-sensitive capillary electrophoresis as described previously (2) . The following intron-based PCR primers were designed to amplify the exons of interest and the associated splice junctions:

KRAS exon2:F-GTGTGACATGTTCTAATATAGTCA.

KRAS exon2:R-GAATGGTCCTGCACCAGTAA.

NRAS exon3:F-GGTGAAACCTGTTTGTTGGA.

NRAS exon3:R-AACCTAAAACCAACTCTTCCCA.

BRAF exon11:F-TCCCTCTCAGGCATAAGGTAA.

BRAF exon11:R-CGAACAGTGAATATTTCCTTTGAT.

BRAF exon15:F-TCATAATGCTTGCTCTGATAGGA.

BRAF exon15:R-GGCCAAAAATTTAATCAGTGGA.

The template consisted of 120 ng of genomic DNA. PCR reactions were performed using standard PCR conditions [95°C x 15 min; 95°C x 45 s, 56°C (RAS) or 58°C (BRAF) x 45 s, 72°C x 45 s, for 40 cycles; then 72°C x 10 min, 50-µl reactions] with fluorescence-labeled primers. We combined 3 µl of tumor PCR product and 3 µl of wild-type PCR product in a total volume of 30 µl of 1 x PCR buffer to ensure heteroduplex formation in the event of allele loss in a tumor. Heteroduplex formation was performed as follows: 96°C for 10 min, 72 cycles of 96°C for 20 s decreasing temperature by 0.5°C/cycle, followed by incubation at 60°C for 30 min, and then cooling to room temperature. The samples were analyzed on an ABI PRISM 3100 automated capillary sequencer under semidenaturing conditions using polymer provided by ABI and optimized run conditions (2) . Data were captured using GeneScan to identify samples with a shift in peak migration relative to a wild-type control, indicating the presence of a putative sequence variation. PCR products selected by the presence of a heteroduplex shift were gel purified and sequenced on the ABI 3100 to confirm the presence of a mutation.

DNA was prepared from 292 NSCLCs, 12 neuroendocrine lung cancers, and 35 melanomas. Amplicons of all four exons (BRAF exons 11 and 15, KRAS exon 2, and NRAS exon 3) were obtained from 158 NSCLCs, 10 neuroendocrine lung cancers, and 33 melanomas (Table 1)Citation . Data on both BRAF exons were available for 179 NSCLCs, 11 neuroendocrine lung cancers, and 35 melanomas (Table 1)Citation . Mutation frequencies did not vary significantly when tumors lacking data on one BRAF exon were included in the analysis ("All results" versus "Complete Sets;" Fig. 2Citation ). Tumor DNA from failed reactions was repurified, and a minimum of three attempts was made to amplify the exon. Success rates using DNA from frozen tissue and cell lines were almost 100%, but amplification of DNA from archival material was inconsistent. Of the 165 paraffin-embedded lung tumors, 30 failed to yield any amplifiable DNA, and 54 yielded DNA that could not be amplified using at least one primer pair. In only three paraffin-embedded lung cancers, neither BRAF exon, but both RAS exons, amplified, suggesting that frequent large genomic deletions involving BRAF are an unlikely explanation for these results. PCR failures were not consistently attributed to a specific primer pair, suggesting they are a result of random cross-linking during fixation that interferes with primer annealing.


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Table 1 Tumors prepared and analyzed for BRAF and RAS mutations

 


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Fig. 2. Frequency of BRAF mutations. Highlighted mutation frequencies are discussed in the Results and Discussion section.

 

    RESULTS AND DISCUSSION
 Top
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 REFERENCES
 
BRAF mutations were identified in 5 NSCLCs (3%), KRAS mutations in 14 of 147 adenocarcinomas (10%), and NRAS mutations in none (0%; Fig. 2Citation ). No NSCLC had both a BRAF and a RAS mutation, but the number of mutations identified in either gene is too small to evaluate a genetic interaction. BRAF mutations were identified in 22 of 35 (63%) melanomas, 1 in exon 11, and the remaining 21 in exon 15 (Fig. 2Citation and Table 2Citation ). Twenty of 21 exon 15 mutations involved codon 599. One NRAS mutation of uncertain significance (S65C) was identified in a melanoma that also had a BRAF mutation (V599E); no KRAS mutations were identified in the melanomas.


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Table 2 BRAF and RAS mutations identified in lung cancers and melanomas

 
In our previous study, the initial analysis of six NSCLC cell lines yielded two BRAF mutations (neither V599), one in exon 15 and one in the exon 11 G-loop (2) . That prompted analysis of 125 additional NSCLC cell lines and 14 primary lung tumors. Two more BRAF mutations were identified in the second analysis, for a total of 4 of 131 mutations in NSCLC cell lines but none in the primary tumors. Interestingly, zero of four BRAF mutations identified in NSCLC cell lines were V599 mutations (2) . These data were in contrast to that from melanomas, where 100% of the melanoma cell lines and 91% of primary melanoma mutations involved V599, raising the possibility that BRAF mutations in NSCLC are qualitatively different from those in melanoma. Additionally of interest, all four BRAF mutations identified in NSCLC cell lines were in cell lines derived from adenocarcinomas, with none identified in those from SCCs. Given these findings, we evaluated data from the present study for codon mutation frequency between NSCLC and melanoma and for differences between adenocarcinomas and SCCs of the lung.

In this series, we identified five NSCLCs with mutations in BRAF, only one of which involves V599. Taken together with data from the previous study (2) , we have identified nine BRAF mutations in NSCLCs, eight of which are non-V599 (P < 10-7). These data provide a high level of statistical support to the hypothesis that BRAF-related tumorigenesis in NSCLC is qualitatively different from that in melanomas with codon 599 mutations, raising the possibility that therapeutic response to RAF inhibitors may be different in these two tumors types, despite the presence of activating BRAF mutations in both.

Of the 104 adenocarcinomas evaluable for both BRAF exons, two had novel mutations in exon 11. V458L is five codons upstream of the first glycine in the G-loop (Fig. 1)Citation . It is possible that this leucine residue changes the conformation of the adjacent G-loop (2) , resulting in activation; however, this remains speculative. The second mutation, K438T, alters the basic residue next to a threonine phosphorylated by AKT (Fig. 1)Citation . BRAF has three AKT phosphorylation sites: (a) Thr439 is one of two unique to BRAF; (b) the other being Ser428; and (c) Ser364 is conserved in RAF1 (Ref. 7 ; Fig. 1Citation ). In vitro alanine substitution at Thr439 leads to BRAF activation through loss of AKT-induced inhibition (7) , with progressively increased BRAF activity as the additional two sites are mutated. The inhibitory effect of AKT-induced phosphorylation on RAF1 also has been demonstrated (8) . Thus, K438T, as well as K438Q found in a melanoma as described below, is likely to inhibit AKT-dependent phosphorylation of the adjacent Thr439, as adjacent basic residues are commonly required in AKT Ser/Thr phosphorylation consensus sequences (9) . These data suggest that transformation-related BRAF activation may occur through multiple mechanisms and that mutations of Thr439, as well as the two additional AKT consensus sites (Ser364 and Ser428; Fig. 1Citation ; Ref. 10 ), could play a role in tumorigenesis. Although AKT-BRAF cross-talk has been documented in vitro, to our knowledge, this is the first report of mutations involving this interaction in human cancers.

Fourteen of 147 lung adenocarcinomas had KRAS mutations (Fig. 2)Citation , all but one in codon 12, the exception being A18T, the significance of which is unknown. Constitutional DNA was not available from this patient; thus, a germ-line polymorphism cannot be excluded. The overall KRAS mutation frequency in this series of lung adenocarcinomas is 10%, lower than the 17% detected in NSCLCs in the previous series (2) and lower than the frequently cited rate of 30% (11 , 12) . Multiple studies suggest that the frequency of KRAS mutations in nonsmokers (and dogs) is in the range of 10% (11 , 13, 14, 15) . We have no information on the smoking status of the patients whose tumors were evaluated in our studies, but a bias toward young nonsmokers might occur because of various factors related to selectivity of referrals to a tertiary care hospital.

In the 117 SCC, we identified one novel mutation in exon 11 (T439P) and two mutations in exon 15 (L596V and V599E). As expected based on the existing literature, we did not identify RAS mutations in SCCs. The exon 15 BRAF mutations are both in the activation segment and cause BRAF activation (2) . However, the exon 11 mutation is novel. This mutation alters Thr439, an AKT phosphorylation site (described above), further supporting the suggestion that transformation-related BRAF activation may occur through multiple mechanisms.

No BRAF or KRAS mutations were identified in the 12 neuroendocrine lung cancers, but two had codon 65 NRAS mutations (20%). Analysis of this mutation in a melanoma (described below) suggests this mutation may not be transforming. There are few data in the literature on the prevalence of NRAS mutations in neuroendocrine lung cancers, and our series is small as well, but additional investigation may be warranted.

Data from the 35 early passage primary melanoma cell lines confirm our previous report that the majority of melanomas have BRAF mutations (63% in this series), predominantly V599 (20 of 22, 91%; Fig. 2Citation and Table 2Citation ; Ref. 2 ). One of the two non-V599 mutations is in exon 15 and is in the adjacent residue (K600E). The other non-V599 mutation is in exon 11 (K438Q), similar to the novel K438T mutation identified in a lung adenocarcinoma. This mutation results in substitution of Lys438, likely required for AKT phosphorylation of the adjacent Thr439, thus likely to be an activating mutation (7 , 8 , 10) .

No KRAS mutations and one NRAS mutation of unknown significance (S65C) were identified in the 35 melanomas. Specifically, no NRAS codon 61 mutations, reported in 15% of melanoma cell lines (16) , were identified. The codon 65 NRAS mutation was further investigated in three additional melanoma cell lines from the same individual, all derived from axillary lymph node metastases. This mutation (S65C) is not present in the primary tumor nor in a metastatic deposit sampled in June 1983 and is present in only one of two cell lines established from lymph node biopsies performed 2 months later. These data provide evidence that this mutation is not a germ-line polymorphism, nor did it contribute to malignant transformation in this tumor; whether it is important in disease progression is unknown.

In summary, we have confirmed the high prevalence of BRAF mutations in melanoma, shown that BRAF exon 11 and 15 mutations are not a common cause of the MAP kinase pathway activation in NSCLC, and identified four novel BRAF mutations. These mutations provide the first in vivo evidence that activation of BRAF through loss of AKT-induced inhibitory phosphorylation is associated with tumorigenesis, and studies to understand this relationship may uncover additional therapeutic targets. We provide strong statistical evidence that BRAF mutations in NSCLCs are qualitatively different that those in melanoma, with possible therapeutic implications when considering BRAF inhibitors. These results define the frequency of BRAF mutations in NSCLC (2–3%) and in melanomas (>60%). In both cases, future studies will determine whether these BRAF mutations represent promising new therapeutic drug targets for these chemoresistant tumors. Even if the BRAF mutations are rare, as in lung cancer, they may identify a tumor sensitive to targeted therapy, resulting in significantly improved outcomes for the patients that harbor them.


    FOOTNOTES
 
The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

1 Supported by funding from the Abramson Family Cancer Research Institute (to B. L. W.) and Lung Cancer SPORE P50 CA70907 (to J. M.). M. Brose is a General Motors Cancer Research Scholar. Back

2 To whom requests for reprints should be addressed, at Abramson Family Cancer Research Institute, BRB II/II, Room 514, 421 Curie Boulevard, Philadelphia, PA 19104. Phone: (215) 898-0247; E-mail: weberb{at}mail.med.upenn.edu Back

3 The abbreviations used are: NSCLC, non-small cell lung cancer; SCC, squamous cell carcinoma. Back

Received 10/ 3/02. Accepted 10/15/02.


    REFERENCES
 Top
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 REFERENCES
 

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The Mitogen-Activated Protein/Extracellular Signal-Regulated Kinase Kinase Inhibitor AZD6244 (ARRY-142886) Induces Growth Arrest in Melanoma Cells and Tumor Regression When Combined with Docetaxel
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Targeting Protein Translation in Human Non Small Cell Lung Cancer via Combined MEK and Mammalian Target of Rapamycin Suppression
Cancer Res., December 1, 2007; 67(23): 11300 - 11308.
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D. B. Solit, E. Santos, C. A. Pratilas, J. Lobo, M. Moroz, S. Cai, R. Blasberg, J. Sebolt-Leopold, S. Larson, and N. Rosen
3'-Deoxy-3'-[18F]Fluorothymidine Positron Emission Tomography Is a Sensitive Method for Imaging the Response of BRAF-Dependent Tumors to MEK Inhibition
Cancer Res., December 1, 2007; 67(23): 11463 - 11469.
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Differential Responses of Human Papillary Thyroid Cancer Cell Lines Carrying the RET/PTC1 Rearrangement or a BRAF Mutation to MEK1/2 Inhibitors
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Targeting Mutant (V600E) B-Raf in Melanoma Interrupts Immunoediting of Leukocyte Functions and Melanoma Extravasation
Cancer Res., June 15, 2007; 67(12): 5814 - 5820.
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Toward a Molecular Classification of Melanoma
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Detection of Mutant BRAF Alleles in the Plasma of Patients with Metastatic Melanoma
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S. N. Markovic, L. A. Erickson, R. D. Rao, R. H. Weenig, B. A. Pockaj, A. Bardia, C. M. Vachon, S. E. Schild, R. R. McWilliams, J. L. Hand, et al.
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D. Strumberg, J. W. Clark, A. Awada, M. J. Moore, H. Richly, A. Hendlisz, H. W. Hirte, J. P. Eder, H.-J. Lenz, and B. Schwartz
Safety, Pharmacokinetics, and Preliminary Antitumor Activity of Sorafenib: A Review of Four Phase I Trials in Patients with Advanced Refractory Solid Tumors
Oncologist, April 1, 2007; 12(4): 426 - 437.
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Genes Dev.Home page
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Genes & Dev., February 15, 2007; 21(4): 361 - 366.
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Inhibition of Tumor Endothelial ERK Activation, Angiogenesis, and Tumor Growth by Sorafenib (BAY43-9006)
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Rapid and Simple Detection of Hot Spot Point Mutations of Epidermal Growth Factor Receptor, BRAF, and NRAS in Cancers Using the Loop-Hybrid Mobility Shift Assay
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Targeted therapies in combination with chemotherapy in non-small cell lung cancer.
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Mutational and Epigenetic Evidence for Independent Pathways for Lung Adenocarcinomas Arising in Smokers and Never Smokers
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Phase I study to determine the safety and pharmacokinetics of the novel Raf kinase and VEGFR inhibitor BAY 43-9006, administered for 28 days on/7 days off in patients with advanced, refractory solid tumors
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Epidermal Growth Factor Receptors Harboring Kinase Domain Mutations Associate with the Heat Shock Protein 90 Chaperone and Are Destabilized following Exposure to Geldanamycins
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Pharmacologic Inhibition of RAF->MEK->ERK Signaling Elicits Pancreatic Cancer Cell Cycle Arrest Through Induced Expression of p27Kip1
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A Curious Link Between Epidermal Growth Factor Receptor Amplification and Survival: Effect of "Allele Dilution" on Gefitinib Sensitivity?
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Biallelic Deletions in INK4 in Cutaneous Melanoma Are Common and Associated with Decreased Survival
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Epidermal Growth Factor Receptor Mutations, Small-Molecule Kinase Inhibitors, and Non-Small-Cell Lung Cancer: Current Knowledge and Future Directions
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Detection of Oncogenic Mutations in the EGFR Gene in Lung Adenocarcinoma with Differential Sensitivity to EGFR Tyrosine Kinase Inhibitors
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Activating Mutations of the Noonan Syndrome-Associated SHP2/PTPN11 Gene in Human Solid Tumors and Adult Acute Myelogenous Leukemia
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BRAF Mutations Are Not a Major Event in Post-Chernobyl Childhood Thyroid Carcinomas
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SPRY2 Is an Inhibitor of the Ras/Extracellular Signal-Regulated Kinase Pathway in Melanocytes and Melanoma Cells with Wild-Type BRAF but Not with the V599E Mutant
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Overexpression of Collagenase 1 (MMP-1) Is Mediated by the ERK Pathway in Invasive Melanoma Cells: ROLE OF BRAF MUTATION AND FIBROBLAST GROWTH FACTOR SIGNALING
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Mitogen-Activated Protein Kinase Phosphatase-1 Is Overexpressed in Non-Small Cell Lung Cancer and Is an Independent Predictor of Outcome in Patients
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K. Omholt, A. Platz, L. Kanter, U. Ringborg, and J. Hansson
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K. M. Eisenmann, M. W. VanBrocklin, N. A. Staffend, S. M. Kitchen, and H.-M. Koo
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D. Rimoldi, S. Salvi, D. Lienard, F. J. Lejeune, D. Speiser, L. Zografos, and J.-C. Cerottini
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F. Cruz III, B. P. Rubin, D. Wilson, A. Town, A. Schroeder, A. Haley, T. Bainbridge, M. C. Heinrich, and C. L. Corless
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H. Namba, M. Nakashima, T. Hayashi, N. Hayashida, S. Maeda, T. I. Rogounovitch, A. Ohtsuru, V. A. Saenko, T. Kanematsu, and S. Yamashita
Clinical Implication of Hot Spot BRAF Mutation, V599E, in Papillary Thyroid Cancers
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S. R. Hingorani, M. A. Jacobetz, G. P. Robertson, M. Herlyn, and D. A. Tuveson
Suppression of BRAFV599E in Human Melanoma Abrogates Transformation
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L. Wang, J. M. Cunningham, J. L. Winters, J. C. Guenther, A. J. French, L. A. Boardman, L. J. Burgart, S. K. McDonnell, D. J. Schaid, and S. N. Thibodeau
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T. L. Chan, W. Zhao, Cancer Genome Project, S. Y. Leung, and S. T. Yuen
BRAF and KRAS Mutations in Colorectal Hyperplastic Polyps and Serrated Adenomas
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R. Kumar, S. Angelini, K. Czene, I. Sauroja, M. Hahka-Kemppinen, S. Pyrhonen, and K. Hemminki
BRAF Mutations in Metastatic Melanoma: A Possible Association with Clinical Outcome
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J. Dong, R. G. Phelps, R. Qiao, S. Yao, O. Benard, Z. Ronai, and S. A. Aaronson
BRAF Oncogenic Mutations Correlate with Progression rather than Initiation of Human Melanoma
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A. Gorden, I. Osman, W. Gai, D. He, W. Huang, A. Davidson, A. N. Houghton, K. Busam, and D. Polsky
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K. Laud, C. Kannengiesser, M.-F. Avril, A. Chompret, D. Stoppa-Lyonnet, L. Desjardins, A. Eychene, F. Demenais, French Hereditary Melanoma Study Group, G. M. Lenoir, et al.
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M. Eskandarpour, J. Hashemi, L. Kanter, U. Ringborg, A. Platz, and J. Hansson
Frequency of UV-Inducible NRAS Mutations in Melanomas of Patients With Germline CDKN2A Mutations
J Natl Cancer Inst, June 4, 2003; 95(11): 790 - 798.
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