EGFR Mutation and Resistance of NonSmall-Cell Lung Cancer to Gefitinib
Susumu Kobayashi, M.D., Ph.D., Titus J. Boggon, Ph.D., Tajhal Dayaram, B.A., Pasi A. Jänne, M.D., Ph.D., Olivier Kocher, M.D., Ph.D., Matthew Meyerson, M.D., Ph.D., Bruce E. Johnson, M.D., Michael J. Eck, M.D., Ph.D., Daniel G. Tenen, M.D., and Balázs Halmos, M.D.
Mutations of the epidermal growth factor receptor (EGFR) genehave been identified in specimens from patients with nonsmall-celllung cancer who have a response to anilinoquinazoline EGFR inhibitors.Despite the dramatic responses to such inhibitors, most patientsultimately have a relapse. The mechanism of the drug resistanceis unknown. Here we report the case of a patient with EGFR-mutant,gefitinib-responsive, advanced nonsmall-cell lung cancerwho had a relapse after two years of complete remission duringtreatment with gefitinib. The DNA sequence of the EGFR genein his tumor biopsy specimen at relapse revealed the presenceof a second point mutation, resulting in threonine-to-methionineamino acid change at position 790 of EGFR. Structural modelingand biochemical studies showed that this second mutation ledto gefitinib resistance.
Nonsmall-cell lung cancer is the leading cause of deathfrom cancer in both men and women in the United States.1 Chemotherapy,the mainstay of treatment in advanced disease, is only marginallyeffective,2,3 but gefitinib and erlotinib, which target theepidermal growth factor receptor (EGFR) pathway, show promisein the treatment of metastatic nonsmall-cell lung cancer.4Response rates are 10 to 20 percent when these ATP-competitiveanilinoquinazoline inhibitors are used as second- or third-linetreatment for advanced disease.5,6,7
Responsiveness to these drugs is a characteristic of distinctsubgroups of patients: women, patients who have never smoked,patients with adenocarcinoma, and Asians.8 In the majority ofpatients with highly responsive tumors, the tumor contains somaticmutations of the EGFR gene. These mutations are small deletionsthat affect amino acids 747 through 750 or point mutations (mostcommonly a replacement of leucine by arginine at codon 858 [L858R]).9,10,11These mutations mediate oncogenic effects by altering downstreamsignaling and antiapoptotic mechanisms.12 Both types of mutationincrease the sensitivity of the tumor to anilinoquinazolineinhibitors of EGFR, most likely by repositioning critical residuessurrounding the ATP-binding cleft of the tyrosine kinase domainof the receptor, thereby stabilizing their interactions withboth ATP and its competitive inhibitors.9,10 Notwithstandingthe success of these drugs in cases of nonsmall-celllung cancer with activating EGFR mutations, it appears thatall cases eventually progress despite such treatment.
Case Report
A 71-year-old former smoker was found to have advanced, moderatelydifferentiated adenocarcinoma of the lung in May 2001. The diagnostictransbronchial tumor-biopsy specimen had a deletion, delL747S752,13identical to a previously described EGFR mutation that is associatedwith responsiveness to gefitinib. The disease progressed despitetreatment with carboplatin, taxanes, and gemcitabine. However,the patient had a clinical and radiographic response to gefitinibmonotherapy, which was started in August 2002.
After 24 months of complete remission, during which he continuedto take gefitinib monotherapy, his symptoms worsened and computedtomography revealed progressive lung abnormalities consistentwith the occurrence of a relapse. At this point, gefitinib wasstopped, the patient provided written informed consent, anda transbronchial aspirate and transbronchial biopsy specimenwere obtained. Both cytologic and pathological analysis confirmedthe presence of recurrent, moderately differentiated adenocarcinoma(Figure 1A) against a background of normal tissue, with approximately30 percent of the specimen made up of tumor cells. We hypothesizedthat the patient's relapse may have been due to an acquired,second mutation in the EGFR gene that conferred resistance togefitinib, and therefore, we resequenced the EGFR tyrosine kinasedomain in the second biopsy specimen. Since the relapse, thepatient has been receiving various salvage therapies for advancedlung cancer.
Figure 1. Identification of a Second EGFR Mutation.
Panel A shows the patient's transbronchial biopsy specimen obtained at the time of relapse. Nests of moderately differentiated adenocarcinoma cells (arrow) are intermixed with normal stromal and epithelial elements. In Panel B, sequencing of exon 20 demonstrates a novel C-to-T (antisense G-to-A) base-pair change (arrows). Raw sequences of the original biopsy specimen and the biopsy specimen obtained on relapse demonstrate the appearance of this mutation, and further subcloning confirms the presence of both the wild-type and mutant sequences.
Methods
Sequencing of the EGFR Gene
Genomic DNA was extracted from both tumor specimens from thepatient, and exons 18 through 21 (the area of the EGFR genecoding for the tyrosine kinase domain) were amplified and sequencedas previously described.9 Sense and antisense sequences wereobtained from the products of the same amplification reactions.All polymerase-chain-reaction (PCR) assays were repeated twice.The presence of the second mutation was confirmed by isolatingRNA from the tumor specimen and sequencing the resultant complementaryDNA (cDNA). Total RNA was extracted from paraffin-embedded tumorsamples with the use of an RNA isolation kit (Optimum FFPE,Ambion Diagnostics). Then, 800 ng of total RNA was subjectedto reverse-transcription PCR with random hexamer primers. Amplificationof the cDNA (sense primer: 5'GTTAAAATTCCCGTCGCTATC3', and antisenseprimer: 5'GGACATAGTCCAGGAGGCAG3') yielded two fragments, a 196-bp(wild-type) fragment and a 178-bp (deletion product) fragment.PCR products were subcloned into the pGEM-T easy cloning vector(Invitrogen) and sequenced.
EGFR Expression Constructs
Constructs with the full-length wild-type EGFR, as well as thecommon mutations L858R and delL747P753insS, were kindlyprovided by Dr. Kwok-Kin Wong. The delL747S752 mutation(the initial EGFR mutation identified in our patient) and asecond mutation in which methionine was substituted for threonineat position 790 (T790M the second EGFR mutation identifiedin our patient) were introduced by means of a site-directedmutagenesis kit (QuikChange XL, Stratagene). All fragments containingpoint mutations or deletions, or both, were swapped with thecorresponding sequence in wild-type EGFR that had been subclonedinto plasmid DNA (pcDNA3.1). A hemagglutinin tag was added tothe 3' end of the EGFR coding region. The resulting constructswere confirmed by sequencing.
Transfection and Western Blotting
For transient-transfection experiments, COS-7 or NIH-3T3 cellswere plated at a concentration of 5x104 cells per well in six-wellplates. The following day, these cells were transfected with1 µg of the expression constructs with the use of Fugene6 (Roche), incubated for 12 hours in serum, and then incubatedin serum-free medium for an additional 12 hours. The cells werethen stimulated with 100 ng of epidermal growth factor (EGF)per milliliter for 15 minutes (Sigma). To determine whetherthe mutant receptors were inhibited by gefitinib (AstraZeneca),AG1478 (Calbiochem), cetuximab (commercial supply), erlotinib(commercial supply), or CL-387,785 (Calbiochem), each drug wasadded to the culture medium three hours before the additionof EGF. Whole-cell extracts were separated on 8 percent sodiumdodecyl sulfatepolyacrylamide gels, transferred to nitrocelluloseor polyvinylidine difluoride membranes, and analyzed with theuse of a chemiluminescence reagent (Western Lightning, PerkinElmerLife Science). Autophosphorylation of EGFR was detected withantibody against phosphotyrosine at position 1068 (1:1000 dilution;Cell Signaling Technology), and total protein expression wasmeasured with the use of antibody against EGFR (1:1000 dilution;Santa Cruz Biotechnology).
Structural Modeling
The crystallographic structure of the EGFR tyrosine kinase domain,solved in complex with erlotinib, was used as a model for theprediction of kinase-inhibitor binding (Protein Data Bank accessioncode 1M17
[PDB]
).14 The inhibitor and solvent were stripped from themodel. We used the AutoDock program, version 3.0,15 to predictbinding, first using a model of erlotinib, made by means ofthe JME molecular-editing feature of the online resource PRODRG.16The erlotinib test yielded a model for ligand binding highlysimilar to that seen in the crystal structure. Using the AutoDockToolsinterface, we used a grid spacing of 0.375Å and 60x50x40points centered around the catalytic cleft of the enzyme fordocking and adopted the genetic algorithm with local searchusing default settings. Gefitinib and CL-387,785 were then dockedwith the use of the same protocol. To illustrate potential inhibitorclashes with the T790M mutant, we prepared figures in whichthreonine at position 790 (T790) is mutated to methionine. Wethen chose the lowest free-energy cluster that overlapped inthe quinazoline moiety with the crystallographic coordinatesfound for erlotinib binding.
Results
Exons 18 through 21 of the EGFR gene were sequenced from DNAisolated from both the original diagnostic biopsy specimen andthe biopsy specimen obtained at relapse. These exons encompassmost of the tyrosine kinase binding domain of EGFR and all activatingEGFR mutations described thus far. The original diagnostic biopsyspecimen contained a small deletion mutation, delL747S752,consistent with other, commonly identified EGFR mutations. Examinationof the sequences of exon 19 confirmed the persistence of theoriginal delL747S752 mutation in the second biopsy specimen.
Comparison of the DNA sequences from the original diagnosticbiopsy specimen and the second biopsy specimen demonstratedthe presence of a new, double peak in exon 20, which was confirmedby re-amplification and sequencing in both sense and antisensedirections (Figure 1B). The product of exon 20 amplificationwas subcloned, and multiple subclones were sequenced. Whereas13 of 17 subclones demonstrated wild-type sequences, 4 containedan identical single base-pair change from cytosine to thymidine(C to T) (Figure 1B), confirming that the new peak was causedby a base-pair change at this position (position 164208; GenBankaccession number AY588246
[GenBank]
).
To obtain further evidence of the presence of a second mutation,cDNA was generated from RNA isolated from the paraffin blockof the biopsy specimen obtained at the time of relapse. ThecDNA was amplified, and the C-to-T base-pair change was confirmedin 14 of 40 subclones. Interestingly, the C-to-T base-pair changewas consistently observed with either wild-type or delL747S752sequences, suggesting that the mutation is either biallelicor that the tumor has two distinct populations of cells.
The C-to-T base-pair change is predicted to change threonineto methionine at position 790 (T790M) in the catalytic cleftof the EGFR tyrosine kinase domain. Structural modeling wasperformed on the basis of a cocrystallization model of the bindingof erlotinib to the EGFR tyrosine kinase domain.14 Using thecoordinates from this model, we found that T790 appears to becritical for the binding of erlotinib to EGFR and is in juxtapositionto the acetylene side chain of the aniline group (Figure 2A).Because the methionine substitution introduces a bulkier aminoacid side chain than does threonine at this position, the resultingsteric hindrance may interfere with the binding of erlotinib(Figure 2B). Moreover, high-affinity binding of erlotinib bymeans of water-mediated hydrogen bonding could not take placewith the methionine side chain, whereas the hydroxyl group ofT790 likely contributes to high-affinity binding of erlotinib.
Panel A shows the crystallographically determined binding of erlotinib to wild-type EGFR, whereas Panel B shows how the T790M mutation leads to steric hindrance of erlotinib binding owing to the presence of the bulkier methionine side chain (orange) in the ATP-kinasebinding pocket. Panel C shows the steric hindrance in the predicted complex of gefitinib and EGFR with the T790M mutation. Panel D shows the predicted binding of CL-387,785 to EGFR with the T790M mutation (structural change introduced by the T790M mutation shown in orange).
Although a crystal structure of the gefitinibEGFR complexhas not been published, a model of this complex suggested that,in a conformation similar to the erlotinibEGFR complex,the chloride at the 3 position of the aniline group lies injuxtaposition to the T790 moiety. A T790M substitution is predictedto lead to a similar steric clash with the gefitinib molecule(Figure 2C). This amino acid change is not expected to interferewith ATP-binding itself and, therefore, is not expected to alterthe activity of the kinase on ligand stimulation.
To confirm the functional effects predicted by our structuralmodel, the T790M substitution was introduced into the sequenceof the wild-type EGFR, delL747P753insS mutant EGFR (afrequently identified deletion mutant), the L858R mutant EGFR(the most common point mutation), and the delL747S752mutant. We performed transient-transfection experiments in COS-7and NIH-3T3 cells using all four construct pairs (original constructvs. original construct with the T790M mutation). All four constructpairs demonstrated identical levels of expression of total EGFRand phosphorylated EGFR (phosphorylated EGFR corresponds toactivated EGFR tyrosine kinase), suggesting that the presenceof the T790M mutation does not substantially alter the production,degradation, activation, or deactivation of the scaffold EGFRmolecule. In contrast, when transiently transfected COS-7 cellswere treated with increasing concentrations of gefitinib beforeEGF stimulation, the original constructs were fully inhibitedat a concentration of 20 nM, whereas all four constructs carryingthe T790M amino acid substitution demonstrated high-level resistance,with persistent generation of phosphorylated EGFR at concentrationsof gefitinib as high as 2 µM (Figure 3A). Identical resultswere obtained in NIH-3T3 cells (data not shown).
Figure 3. Resistance of EGFR with the T790M Mutation to Gefitinib (Panel A) and Susceptibility of EGFR with the T790M Mutation to an Alternative Inhibitor (Panel B).
Panel A shows the inhibition of the activation of EGFR by gefitinib. Autophosphorylation of wild-type EGFR (tyrosine at position 1068 [T1068]) is detected by immunoblots of whole-cell extracts isolated from transfected COS-7 cells after a three-hour incubation with various concentrations of gefitinib. On the left, four different constructs without the T790M mutation are shown in lanes 1 through 5 and four constructs with the T790M mutation are shown in lanes 6 through 10. Total EGFR expression is shown on the right (control). Panel B shows the inhibition of EGFR autophosphorylation by CL-387,785. In both panels, autophosphorylation of EGFR was detected with antibody against phosphotyrosine at position 1068 (1:1000 dilution; antip-EGFR), and total protein expression was measured with the use of antibody against EGFR (1:1000 dilution; anti-EGFR).
To determine whether the T790M mutation leads to resistanceto EGFR inhibitors that have different molecular structuresand mechanisms, we screened four commercially available EGFRinhibitors (AG1478, cetuximab, erlotinib, and CL-387,785) usingcells that were transiently transfected with the delL747S752construct and the delL747S752+ T790M construct. We consistentlyfound that CL-387,785, a specific and irreversible anilinoquinazolineEGFR inhibitor,17 strongly inhibited EGF-induced phosphorylationof both the delL747S752 construct (apparent 50 percentinhibitory concentration [IC50] of 0.3 nM) and the delL747S752+T790 M double-mutant construct (apparent IC50 of 3.0 nM) (Figure 3B).When tested with the double-mutant construct, the CL-387,785inhibitor demonstrated 1/10th its potency against the delL747S752construct, whereas the other tested inhibitors were ineffectiveagainst the double-mutant construct (data not shown). A modelwas generated with CL-387,785 and EGFR (Figure 2D). The 3-bromineside chain in this model points away from T790, as opposed toits orientation with respect to erlotinib and gefitinib, therebypotentially reducing the steric hindrance to binding of themutated protein. The sensitivity of the delL747S752+T790Mconstruct to CL-387,785 might be explained by either its alteredbinding to the kinase domain or its covalent binding to EGFR.
Discussion
We identified a novel, second mutation of the EGFR gene in atumor with the delL747S752 mutation of EGFR. The delL747S752mutation is associated with susceptibility of nonsmall-celllung cancer to gefitinib, and in our patient, the tumor washighly responsive to the drug. After a two-year remission whilestill receiving gefitinib, however, the patient had a relapse,and analysis of a biopsy of the gefitinib-resistant tumor revealeda second mutation in the tyrosine kinase domain of EGFR. Insertionof this mutation into test cells rendered them resistant togefitinib in vitro. The development of a second mutation inthe EGFR gene that confers resistance to gefitinib suggeststhat the tumor cells remain dependent on an active EGFR pathwayfor their proliferation.
In chronic myeloid leukemia and gastrointestinal stromal tumors,the two main mechanisms of resistance to imatinib are pointmutations or, less commonly, amplification of the BCR-ABL gene.18,19,20Knowledge of these mechanisms has led to the development ofsecond-generation BCR-ABL inhibitors.21 Interestingly, one ofthe most common imatinib resistance mutations in BCR-ABL replacesthreonine at position 315 (the amino acid structurally correspondingto T790 of EGFR) with isoleucine in the ABL tyrosine kinasedomain (T315I), leading to a structural change very similarto that observed with EGFR T790M.18 In fact, on the basis ofthe structural similarity between ABL and EGFR tyrosine kinases,the T790M change has been introduced into wild-type EGFR; thisaltered EGFR has high-level resistance to anilinoquinazolineinhibitors.22 Daily oral administration of gefitinib at recommendeddoses results in mean steady-state plasma concentrations of0.4 to 1.4 µM.23 Since at these levels the T790M mutationstill allows the activation of EGFR, the presence of such amutation might result in clinical resistance.
Although the T315I substitution in BCR-ABL confers high-levelresistance to all tested inhibitor compounds, the correspondingT790M mutation of EGFR does not seem to confer such universalresistance, given the fact that in the context of the delL747S752mutation, it can effectively be inhibited by CL-387,785. Ourresults should motivate the development of alternative EGFRinhibitors or inhibitors of downstream targets of EGFR suchas phosphatidylinositol 3'-kinase or STAT5 for patients withEGFR-mutant tumors with acquired resistance to anilinoquinazolineinhibitors.
Our findings, and results in patients with chronic myeloid leukemiaand gastrointestinal stromal tumors, suggest that when a relapseoccurs in patients with anilinoquinazoline-responsive lung cancerwith a drug-susceptibility mutation, the tumor cells will containother mutations in EGFR that confer resistance to the drug.Our work also underscores the need to consider incorporatingrepeated biopsies into clinical studies of novel targeted therapies,such as those involving mutant tyrosine kinases. Such informationmay guide the selection of second-line EGFR-inhibitor therapy.
Supported by a Specialized Program of Research Excellence (SPORE)Grant in Lung Cancer (PA20-CA090578-01A1, to Drs. Johnson andTenen) and a grant (1K12CA87723-01, to Dr. Jänne) fromthe National Institutes of Health. Dr. Halmos was supportedby an American Association for Cancer Research/Cancer ResearchFoundation of America/AstraZeneca Young Investigator Award forTranslational Lung Cancer Research as well as by a Flight AttendantMedical Research Institute Young Clinical Scientist Award. Dr.Kobayashi was supported by the Uehara Memorial Foundation. Dr.Boggon is an American Society of Hematology Basic Research Fellow.
We are indebted to Drs. Gang Huang and Hideyo Hirai for theirscientific and technical advice, to Dr. Kwok-Kin Wong for hiskind gift of EGFR constructs, and to Dr. D. Gary Gilliland aswell as members of the Tenen laboratory for their helpful commentsand suggestions.
Source Information
From the Division of Hematology/Oncology (S.K., T.D., D.G.T., B.H.) and the Department of Pathology (O.K.), Beth Israel Deaconess Medical Center, Harvard Medical School; the Departments of Cancer Biology (T.J.B., M.J.E.), Medical Oncology (P.A.J., B.E.J., M.M.), and Pathology (M.M.), DanaFarber Cancer Institute, Harvard Medical School; the Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School (T.J.B., M.J.E.); and the Department of Medicine, Brigham and Women's Hospital, Harvard Medical School (P.A.J., B.E.J.) all in Boston; and the Ireland Cancer Center, University Hospitals of Cleveland, Case School of Medicine, Cleveland (B.H.).
Address reprint requests to Dr. Tenen at the Harvard Institutes of Medicine, HIM-954, 77 Louis Pasteur Ave., Boston, MA 02215, or at dtenen{at}bidmc.harvard.edu.
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Bean, J., Brennan, C., Shih, J.-Y., Riely, G., Viale, A., Wang, L., Chitale, D., Motoi, N., Szoke, J., Broderick, S., Balak, M., Chang, W.-C., Yu, C.-J., Gazdar, A., Pass, H., Rusch, V., Gerald, W., Huang, S.-F., Yang, P.-C., Miller, V., Ladanyi, M., Yang, C.-H., Pao, W.
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Deng, J., Shimamura, T., Perera, S., Carlson, N. E., Cai, D., Shapiro, G. I., Wong, K.-K., Letai, A.
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Engelman, J. A., Zejnullahu, K., Gale, C.-M., Lifshits, E., Gonzales, A. J., Shimamura, T., Zhao, F., Vincent, P. W., Naumov, G. N., Bradner, J. E., Althaus, I. W., Gandhi, L., Shapiro, G. I., Nelson, J. M., Heymach, J. V., Meyerson, M., Wong, K.-K., Janne, P. A.
(2007). PF00299804, an Irreversible Pan-ERBB Inhibitor, Is Effective in Lung Cancer Models with EGFR and ERBB2 Mutations that Are Resistant to Gefitinib. Cancer Res.
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(2007). Farnesyl transferase inhibitor resistance probed by target mutagenesis. Blood
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Janne, P. A., von Pawel, J., Cohen, R. B., Crino, L., Butts, C. A., Olson, S. S., Eiseman, I. A., Chiappori, A. A., Yeap, B. Y., Lenehan, P. F., Dasse, K., Sheeran, M., Bonomi, P. D.
(2007). Multicenter, Randomized, Phase II Trial of CI-1033, an Irreversible Pan-ERBB Inhibitor, for Previously Treated Advanced Non Small-Cell Lung Cancer. JCO
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(2007). Prospective Assessment of Discontinuation and Reinitiation of Erlotinib or Gefitinib in Patients with Acquired Resistance to Erlotinib or Gefitinib Followed by the Addition of Everolimus. Clin. Cancer Res.
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Franovic, A., Gunaratnam, L., Smith, K., Robert, I., Patten, D., Lee, S.
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Nakajima, T., Yasufuku, K., Suzuki, M., Hiroshima, K., Kubo, R., Mohammed, S., Miyagi, Y., Matsukuma, S., Sekine, Y., Fujisawa, T.
(2007). Assessment of Epidermal Growth Factor Receptor Mutation by Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration. Chest
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Karamouzis, M. V., Grandis, J. R., Argiris, A.
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Chiang, C.-T., Way, T.-D., Lin, J.-K.
(2007). Sensitizing HER2-overexpressing cancer cells to luteolin-induced apoptosis through suppressing p21WAF1/CIP1 expression with rapamycin. Molecular Cancer Therapeutics
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Gridelli, C., Bareschino, M. A., Schettino, C., Rossi, A., Maione, P., Ciardiello, F.
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Bunn, P. A. Jr
(2007). Can Acquired Resistance to Epidermal Growth Factor Receptor Tyrosine Kinase Inhibitors Be Overcome by Different Small-Molecule Tyrosine Kinase Inhibitors?. JCO
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Cho, B. C., Im, C.-K., Park, M.-S., Kim, S. K., Chang, J., Park, J. P., Choi, H. J., Kim, Y. J., Shin, S.-J., Sohn, J. H., Kim, H., Kim, J. H.
(2007). Phase II Study of Erlotinib in Advanced Non-Small-Cell Lung Cancer After Failure of Gefitinib. JCO
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Yamasaki, F., Johansen, M. J., Zhang, D., Krishnamurthy, S., Felix, E., Bartholomeusz, C., Aguilar, R. J., Kurisu, K., Mills, G. B., Hortobagyi, G. N., Ueno, N. T.
(2007). Acquired Resistance to Erlotinib in A-431 Epidermoid Cancer Cells Requires Down-regulation of MMAC1/PTEN and Up-regulation of Phosphorylated Akt. Cancer Res.
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Li, J., Berbeco, R., Distel, R. J., Janne, P. A., Wang, L., Makrigiorgos, G. M.
(2007). s-RT-MELT for rapid mutation scanning using enzymatic selection and real time DNA-melting: new potential for multiplex genetic analysis. Nucleic Acids Res
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Cappuzzo, F., Ligorio, C., Janne, P. A., Toschi, L., Rossi, E., Trisolini, R., Paioli, D., Holmes, A. J., Magrini, E., Finocchiaro, G., Bartolini, S., Cancellieri, A., Ciardiello, F., Patelli, M., Crino, L., Varella-Garcia, M.
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Horiike, A., Kimura, H., Nishio, K., Ohyanagi, F., Satoh, Y., Okumura, S., Ishikawa, Y., Nakagawa, K., Horai, T., Nishio, M.
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Li, T., Ling, Y.-H., Goldman, I. D., Perez-Soler, R.
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Toyooka, S., Date, H., Uchida, A., Kiura, K., Takata, M.
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Ray, A., Cowan-Jacob, S. W., Manley, P. W., Mestan, J., Griffin, J. D.
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Vikis, H., Sato, M., James, M., Wang, D., Wang, Y., Wang, M., Jia, D., Liu, Y., Bailey-Wilson, J. E., Amos, C. I., Pinney, S. M., Petersen, G. M., de Andrade, M., Yang, P., Wiest, J. S., Fain, P. R., Schwartz, A. G., Gazdar, A., Gaba, C., Rothschild, H., Mandal, D., Kupert, E., Seminara, D., Viswanathan, A., Govindan, R., Minna, J., Anderson, M. W., You, M.
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Greshock, J., Nathanson, K., Martin, A.-M., Zhang, L., Coukos, G., Weber, B. L., Zaks, T. Z.
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Hirsch, F., Varella-Garcia, M, Cappuzzo, F, McCoy, J, Bemis, L, Xavier, A., Dziadziuszko, R, Gumerlock, P, Chansky, K, West, H, Gazdar, A., Crino, L, Gandara, D., Franklin, W., Bunn, P. Jr
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Fridman, J. S., Caulder, E., Hansbury, M., Liu, X., Yang, G., Wang, Q., Lo, Y., Zhou, B.-B., Pan, M., Thomas, S. M., Grandis, J. R., Zhuo, J., Yao, W., Newton, R. C., Friedman, S. M., Scherle, P. A., Vaddi, K.
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Mulloy, R., Ferrand, A., Kim, Y., Sordella, R., Bell, D. W., Haber, D. A., Anderson, K. S., Settleman, J.
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Tabernero, J.
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Steiner, P., Joynes, C., Bassi, R., Wang, S., Tonra, J. R., Hadari, Y. R., Hicklin, D. J.
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Subramanian, J., Govindan, R.
(2007). Lung Cancer in Never Smokers: A Review. JCO
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Wu, W., Onn, A., Isobe, T., Itasaka, S., Langley, R. R., Shitani, T., Shibuya, K., Komaki, R., Ryan, A. J., Fidler, I. J., Herbst, R. S., O'Reilly, M. S.
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Schiffer, H. H., Reding, E. C., Fuhs, S. R., Lu, Q., Piu, F., Wong, S., Littler, P.-L. H., Weiner, D. M., Keefe, W., Tan, P. K., Nash, N. R., Knapp, A. E., Olsson, R., Brann, M. R.
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Toschi, L., Cappuzzo, F.
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Chin, T. M., Anuar, D., Soo, R., Salto-Tellez, M., Li, W. Q., Ahmad, B., Lee, S. C., Goh, B. C., Kawakami, K., Segal, A., Iacopetta, B., Soong, R.
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Sequist, L. V., Joshi, V. A., Janne, P. A., Muzikansky, A., Fidias, P., Meyerson, M., Haber, D. A., Kucherlapati, R., Johnson, B. E., Lynch, T. J.
(2007). Response to treatment and survival of patients with non-small cell lung cancer undergoing somatic EGFR mutation testing.. The Oncologist
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Perez-Torres, M., Guix, M., Gonzalez, A., Arteaga, C. L.
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Skaggs, B. J., Gorre, M. E., Ryvkin, A., Burgess, M. R., Xie, Y., Han, Y., Komisopoulou, E., Brown, L. M., Loo, J. A., Landaw, E. M., Sawyers, C. L., Graeber, T. G.
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Riely, G. J., Politi, K. A., Miller, V. A., Pao, W.
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Kobayashi, S., Shimamura, T., Monti, S., Steidl, U., Hetherington, C. J., Lowell, A. M., Golub, T., Meyerson, M., Tenen, D. G., Shapiro, G. I., Halmos, B.
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Balak, M. N., Gong, Y., Riely, G. J., Somwar, R., Li, A. R., Zakowski, M. F., Chiang, A., Yang, G., Ouerfelli, O., Kris, M. G., Ladanyi, M., Miller, V. A., Pao, W.
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Milton, D. T., Riely, G. J., Pao, W., Miller, V. A., Kris, M. G., Heelan, R. T.
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Giaccone, G., Gallegos Ruiz, M., Le Chevalier, T., Thatcher, N., Smit, E., Rodriguez, J. A., Janne, P., Oulid-Aissa, D., Soria, J.-C.
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Das, A. K., Sato, M., Story, M. D., Peyton, M., Graves, R., Redpath, S., Girard, L., Gazdar, A. F., Shay, J. W., Minna, J. D., Nirodi, C. S.
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Krueger, K. E., Srivastava, S.
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Kosaka, T., Yatabe, Y., Endoh, H., Yoshida, K., Hida, T., Tsuboi, M., Tada, H., Kuwano, H., Mitsudomi, T.
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Amicarelli, G., Adlerstein, D., Shehi, E., Wang, F., Makrigiorgos, G. M.
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Jackman, D. M., Holmes, A. J., Lindeman, N., Wen, P. Y., Kesari, S., Borras, A. M., Bailey, C., de Jong, F., Janne, P. A., Johnson, B. E.
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Inukai, M., Toyooka, S., Ito, S., Asano, H., Ichihara, S., Soh, J., Suehisa, H., Ouchida, M., Aoe, K., Aoe, M., Kiura, K., Shimizu, N., Date, H.
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von Bubnoff, N., Manley, P. W., Mestan, J., Sanger, J., Peschel, C., Duyster, J.
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Chou, W.-C., Huang, S.-F., Yeh, K.-Y., Wang, H.-M., Liu, M.-Y., Hsieh, J.-J., Cheung, Y.-C., Chang, J. W.-C.
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Coldren, C. D., Helfrich, B. A., Witta, S. E., Sugita, M., Lapadat, R., Zeng, C., Baron, A., Franklin, W. A., Hirsch, F. R., Geraci, M. W., Bunn, P. A. Jr.
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Janne, P. A.
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Kwak, E. L., Jankowski, J., Thayer, S. P., Lauwers, G. Y., Brannigan, B. W., Harris, P. L., Okimoto, R. A., Haserlat, S. M., Driscoll, D. R., Ferry, D., Muir, B., Settleman, J., Fuchs, C. S., Kulke, M. H., Ryan, D. P., Clark, J. W., Sgroi, D. C., Haber, D. A., Bell, D. W.
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Engelman, J. A., Cantley, L. C.
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Thomas, R. K., Weir, B., Meyerson, M.
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Sequist, L. V., Joshi, V. A., Janne, P. A., Bell, D. W., Fidias, P., Lindeman, N. I., Louis, D. N., Lee, J. C., Mark, E. J., Longtine, J., Verlander, P., Kucherlapati, R., Meyerson, M., Haber, D. A., Johnson, B. E., Lynch, T. J.
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Janne, P. A., Johnson, B. E.
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Kimura, H., Kasahara, K., Kawaishi, M., Kunitoh, H., Tamura, T., Holloway, B., Nishio, K.
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Shah, N. P., Lee, F. Y., Luo, R., Jiang, Y., Donker, M., Akin, C.
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