Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 193
Filter
Add more filters

Publication year range
1.
Cell ; 150(6): 1107-20, 2012 Sep 14.
Article in English | MEDLINE | ID: mdl-22980975

ABSTRACT

Lung adenocarcinoma, the most common subtype of non-small cell lung cancer, is responsible for more than 500,000 deaths per year worldwide. Here, we report exome and genome sequences of 183 lung adenocarcinoma tumor/normal DNA pairs. These analyses revealed a mean exonic somatic mutation rate of 12.0 events/megabase and identified the majority of genes previously reported as significantly mutated in lung adenocarcinoma. In addition, we identified statistically recurrent somatic mutations in the splicing factor gene U2AF1 and truncating mutations affecting RBM10 and ARID1A. Analysis of nucleotide context-specific mutation signatures grouped the sample set into distinct clusters that correlated with smoking history and alterations of reported lung adenocarcinoma genes. Whole-genome sequence analysis revealed frequent structural rearrangements, including in-frame exonic alterations within EGFR and SIK2 kinases. The candidate genes identified in this study are attractive targets for biological characterization and therapeutic targeting of lung adenocarcinoma.


Subject(s)
Adenocarcinoma/genetics , Carcinoma, Non-Small-Cell Lung/genetics , Genes, Neoplasm , High-Throughput Nucleotide Sequencing , Lung Neoplasms/genetics , Adenocarcinoma/pathology , Adenocarcinoma of Lung , Adult , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/pathology , Cohort Studies , Exome , Female , Genome-Wide Association Study , Humans , Lung Neoplasms/pathology , Male , Middle Aged , Mutation , Mutation Rate
2.
Cancer ; 124(1): 105-109, 2018 Jan 01.
Article in English | MEDLINE | ID: mdl-28940498

ABSTRACT

BACKGROUND: In a phase 1 study of pulse/continuous-dose erlotinib, no patient had disease progression in the central nervous system (CNS). This expansion cohort of the phase 1 study tested the same regimen in a cohort of individuals with epidermal growth factor receptor (EGFR)-mutant lung cancers with untreated brain metastases. METHODS: Patients had not received EGFR tyrosine kinase inhibitors or radiation for brain metastases. All received 1200 mg of erlotinib on days 1 and 2 and 50 mg on days 3 to 7 weekly. The primary endpoints were the overall and CNS response rates (according to version 1.1 of the Response Evaluation Criteria in Solid Tumors). RESULTS: Between May 2015 and August 2016, 19 patients were enrolled. Forty-two percent of the patients had target brain lesions, and the median size of the target brain lesions was 13 mm. Overall, 14 patients (74%; 95% confidence interval [CI], 51%-89%) had partial responses. The response rate in brain metastases was 75%. The overall median progression-free survival was 10 months (95% CI, 7 months to not reached). Only 3 patients (16%) had CNS progression. To date, 4 patients required CNS radiation at some time during their course. The adverse events (any grade) seen in 10% or more of the patients were rash, diarrhea, nausea, an increase in alanine aminotransferase, and fatigue. CONCLUSIONS: Pulse/continuous-dose erlotinib produced a 74% overall response rate and a 75% response rate in brain metastases in patients with EGFR-mutant lung cancers and untreated brain metastases. CNS control persisted even after progression elsewhere. Although this regimen did not improve progression-free survival or delay the emergence of EGFR T790M, it prevented progression in the brain and could be useful in situations in which CNS control is critical. Cancer 2018;124:105-9. © 2017 American Cancer Society.


Subject(s)
Adenocarcinoma/drug therapy , Brain Neoplasms/drug therapy , Erlotinib Hydrochloride/administration & dosage , Lung Neoplasms/drug therapy , Protein Kinase Inhibitors/administration & dosage , Adenocarcinoma/genetics , Adenocarcinoma/radiotherapy , Adenocarcinoma/secondary , Aged , Aged, 80 and over , Brain Neoplasms/genetics , Brain Neoplasms/radiotherapy , Brain Neoplasms/secondary , Cranial Irradiation/statistics & numerical data , Disease-Free Survival , ErbB Receptors/genetics , Female , Humans , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Male , Middle Aged , Mutation , Response Evaluation Criteria in Solid Tumors , Treatment Outcome , Tumor Burden
3.
Oncologist ; 21(4): 481-6, 2016 Apr.
Article in English | MEDLINE | ID: mdl-27022036

ABSTRACT

BACKGROUND: Non-small cell lung cancers (NSCLCs) harboring specific genetic alterations can be highly sensitive to targeted therapies. MATERIALS AND METHODS: We performed a targeted rearrangement assay on 54 NSCLCs across all stages that were from patients who were never smokers and did not have driver mutations. Because MET exon 14 skipping was the most frequent alteration found, we surveyed the results for MET exon 14 skipping at Massachusetts General Hospital (MGH) since the inclusion of this alteration into our current molecular profiling panel. RESULTS: In a cohort of 54 never-smokers with lung cancers that were wild-type for known driver mutations, MET exon 14 skipping was the most frequently recurring alteration, occurring in 10 cancers (19%). Clinical testing at MGH via our next-generation sequencing (NGS) and NGS-rearrangement panels showed an additional 16 cases of MET exon 14 skipping, for an overall estimated frequency of 5.6%. A clinical case of a patient with MET exon 14 skipping treated with the MET inhibitor crizotinib is also described. CONCLUSION: MET exon 14 skipping is a targetable gene alteration found in NSCLC. Patients with these alterations may respond well to MET inhibition. IMPLICATIONS FOR PRACTICE: MET exon 14 skipping occurs with an approximately 5% frequency in NSCLC and is seen in both squamous and adenocarcinoma histology. Patients whose cancers have MET exon 14 skipping can respond well to MET inhibitors. Molecular testing for MET exon 14 skipping should be performed on all lung cancers because this is a targetable alteration.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/therapy , Neoplasm Recurrence, Local/genetics , Proto-Oncogene Proteins c-met/genetics , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/pathology , Exons/genetics , Female , Gene Rearrangement/genetics , Humans , Male , Middle Aged , Molecular Targeted Therapy , Neoplasm Recurrence, Local/pathology , Neoplasm Staging , Proto-Oncogene Proteins c-met/antagonists & inhibitors , Smoking/adverse effects
4.
Genome Res ; 23(9): 1434-45, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23733853

ABSTRACT

Somatic mutations in kinase genes are associated with sensitivity of solid tumors to kinase inhibitors, but patients with metastatic cancer eventually develop disease progression. In EGFR mutant lung cancer, modeling of acquired resistance (AR) with drug-sensitive cell lines has identified clinically relevant EGFR tyrosine kinase inhibitor (TKI) resistance mechanisms such as the second-site mutation, EGFR T790M, amplification of the gene encoding an alternative kinase, MET, and epithelial-mesenchymal transition (EMT). The full spectrum of DNA changes associated with AR remains unknown. We used next-generation sequencing to characterize mutational changes associated with four populations of EGFR mutant drug-sensitive and five matched drug-resistant cell lines. Comparing resistant cells with parental counterparts, 18-91 coding SNVs/indels were predicted to be acquired and 1-27 were lost; few SNVs/indels were shared across resistant lines. Comparison of two related parental lines revealed no unique coding SNVs/indels, suggesting that changes in the resistant lines were due to drug selection. Surprisingly, we observed more CNV changes across all resistant lines, and the line with EMT displayed significantly higher levels of CNV changes than the other lines with AR. These results demonstrate a framework for studying the evolution of AR and provide the first genome-wide spectrum of mutations associated with the development of cellular drug resistance in an oncogene-addicted cancer. Collectively, the data suggest that CNV changes may play a larger role than previously appreciated in the acquisition of drug resistance and highlight that resistance may be heterogeneous in the context of different tumor cell backgrounds.


Subject(s)
Drug Resistance, Neoplasm/genetics , ErbB Receptors/antagonists & inhibitors , INDEL Mutation , Lung Neoplasms/genetics , Antineoplastic Agents/pharmacology , Cell Line, Tumor , DNA Copy Number Variations , Genome, Human , High-Throughput Nucleotide Sequencing , Humans , Polymorphism, Single Nucleotide , Protein Kinase Inhibitors/pharmacology , Sequence Analysis, DNA
5.
Methods ; 83: 118-27, 2015 Jul 15.
Article in English | MEDLINE | ID: mdl-25913717

ABSTRACT

Whole exome sequencing (WES) and RNA sequencing (RNA-Seq) are two main platforms used for next-generation sequencing (NGS). While WES is primarily for DNA variant discovery and RNA-Seq is mainly for measurement of gene expression, both can be used for detection of genetic variants, especially single nucleotide variants (SNVs). How consistently variants can be detected from WES and RNA-Seq has not been systematically evaluated. In this study, we examined the technical and biological inconsistencies in SNV detection using WES and RNA-Seq data from 27 pairs of tumor and matched normal samples. We analyzed SNVs in three categories: WES unique - those only detected in WES, RNA-Seq unique - those only detected in RNA-Seq, and shared - those detected in both. We found a small overlap (average ∼14%) between the SNVs called in WES and RNA-Seq. The WES unique SNVs were mainly due to low coverage, low expression, or their location on the non-transcribed strand in RNA-Seq data, while the RNA-Seq unique SNVs were primarily due to their location out of the WES-capture boundary regions (accounting ∼71%), as well as low coverage of the regions, low coverage of the mutant alleles or RNA-editing. The shared SNVs had high locus-specific coverage in both WES and RNA-Seq and high gene expression levels. Additionally, WES unique and RNA-Seq unique SNVs showed different nucleotide substitution patterns, e.g., ∼55% of RNA-Seq unique variants were A:T→G:C, a hallmark of RNA editing. This study provides an important evaluation on the inconsistencies of somatic SNVs called in WES and RNA-Seq data.


Subject(s)
Exome/genetics , Lung Neoplasms/genetics , Transcriptome/genetics , Genome, Human , High-Throughput Nucleotide Sequencing , Humans , Polymorphism, Single Nucleotide/genetics
6.
Proc Natl Acad Sci U S A ; 110(38): E3595-604, 2013 Sep 17.
Article in English | MEDLINE | ID: mdl-24019492

ABSTRACT

The initiation of epidermal growth factor receptor (EGFR) kinase activity proceeds via an asymmetric dimerization mechanism in which a "donor" tyrosine kinase domain (TKD) contacts an "acceptor" TKD, leading to its activation. In the context of a ligand-induced dimer, identical wild-type EGFR TKDs are thought to assume the donor or acceptor roles in a random manner. Here, we present biochemical reconstitution data demonstrating that activated EGFR mutants found in lung cancer preferentially assume the acceptor role when coexpressed with WT EGFR. Mutated EGFRs show enhanced association with WT EGFR, leading to hyperphosphorylation of the WT counterpart. Mutated EGFRs also hyperphosphorylate the related erythroblastic leukemia viral oncogene (ErbB) family member, ErbB-2, in a similar manner. This directional "superacceptor activity" is particularly pronounced in the drug-resistant L834R/T766M mutant. A 4-Å crystal structure of this mutant in the active conformation reveals an asymmetric dimer interface that is essentially the same as that in WT EGFR. Asymmetric dimer formation induces an allosteric conformational change in the acceptor subunit. Thus, superacceptor activity likely arises simply from a lower energetic cost associated with this conformational change in the mutant EGFR compared with WT, rather than from any structural alteration that impairs the donor role of the mutant. Collectively, these findings define a previously unrecognized mode of mutant-specific intermolecular regulation for ErbB receptors, knowledge of which could potentially be exploited for therapeutic benefit.


Subject(s)
ErbB Receptors/chemistry , Lung Neoplasms/metabolism , Models, Molecular , Protein Conformation , Animals , Crystallization , Dimerization , ErbB Receptors/genetics , ErbB Receptors/metabolism , HEK293 Cells , Humans , Immunoblotting , Immunoprecipitation , Mice , Mutation, Missense/genetics , NIH 3T3 Cells , Receptor, ErbB-2/chemistry , Receptor, ErbB-2/metabolism
7.
Sensors (Basel) ; 16(7)2016 Jul 04.
Article in English | MEDLINE | ID: mdl-27384567

ABSTRACT

A 360° twisted helical capacitance sensor was developed for holdup measurement in horizontal two-phase stratified flow. Instead of suppressing nonlinear response, the sensor was optimized in such a way that a 'sine-like' function was displayed on top of the linear function. This concept of design had been implemented and verified in both software and hardware. A good agreement was achieved between the finite element model of proposed design and the approximation model (pure sinusoidal function), with a maximum difference of ±1.2%. In addition, the design parameters of the sensor were analysed and investigated. It was found that the error in symmetry of the sinusoidal function could be minimized by adjusting the pitch of helix. The experiments of air-water and oil-water stratified flows were carried out and validated the sinusoidal relationship with a maximum difference of ±1.2% and ±1.3% for the range of water holdup from 0.15 to 0.85. The proposed design concept therefore may pose a promising alternative for the optimization of capacitance sensor design.

8.
Genome Res ; 22(11): 2101-8, 2012 Nov.
Article in English | MEDLINE | ID: mdl-23019146

ABSTRACT

We are currently in an era of rapidly expanding knowledge about the genetic landscape and architectural blueprints of various cancers. These discoveries have led to a new taxonomy of malignant diseases based upon clinically relevant molecular alterations in addition to histology or tissue of origin. The new molecularly based classification holds the promise of rational rather than empiric approaches for the treatment of cancer patients. However, the accelerated pace of discovery and the expanding number of targeted anti-cancer therapies present a significant challenge for healthcare practitioners to remain informed and up-to-date on how to apply cutting-edge discoveries into daily clinical practice. In this Perspective, we use lung cancer as a paradigm to discuss challenges related to translating genomic information into the clinic, and we present one approach we took at Vanderbilt-Ingram Cancer Center to address these challenges.


Subject(s)
Lung Neoplasms/genetics , Translational Research, Biomedical/trends , Antineoplastic Agents , Genes, Neoplasm , Genetic Testing/economics , Genomics , Humans , Lung Neoplasms/classification , Lung Neoplasms/drug therapy , Translational Research, Biomedical/organization & administration
9.
Brief Bioinform ; 14(4): 506-19, 2013 Jul.
Article in English | MEDLINE | ID: mdl-22877769

ABSTRACT

Gene fusions are important genomic events in human cancer because their fusion gene products can drive the development of cancer and thus are potential prognostic tools or therapeutic targets in anti-cancer treatment. Major advancements have been made in computational approaches for fusion gene discovery over the past 3 years due to improvements and widespread applications of high-throughput next generation sequencing (NGS) technologies. To identify fusions from NGS data, existing methods typically leverage the strengths of both sequencing technologies and computational strategies. In this article, we review the NGS and computational features of existing methods for fusion gene detection and suggest directions for future development.


Subject(s)
Gene Fusion , Genomics/methods , High-Throughput Nucleotide Sequencing/methods , Genomics/trends , Humans , Neoplasms/genetics
10.
Proc Natl Acad Sci U S A ; 109(31): E2127-33, 2012 Jul 31.
Article in English | MEDLINE | ID: mdl-22773810

ABSTRACT

Acquired resistance to EGF receptor (EGFR) tyrosine kinase inhibitors (TKIs) is inevitable in metastatic EGFR-mutant lung cancers. Here, we modeled disease progression using EGFR-mutant human tumor cell lines. Although five of six models displayed alterations already found in humans, one harbored an unexpected secondary NRAS Q61K mutation; resistant cells were sensitive to concurrent EGFR and MEK inhibition but to neither alone. Prompted by this finding and because RAS/RAF/MEK mutations are known mediators of acquired resistance in other solid tumors (colon cancers, gastrointestinal stromal tumors, and melanomas) responsive to targeted therapies, we analyzed the frequency of secondary KRAS/NRAS/BRAF/MEK1 gene mutations in the largest collection to date of lung cancers with acquired resistance to EGFR TKIs. No recurrent NRAS, KRAS, or MEK1 mutations were found in 212, 195, or 146 patient samples, respectively, but 2 of 195 (1%) were found to have mutations in BRAF (G469A and V600E). Ectopic expression of mutant NRAS or BRAF in drug-sensitive EGFR-mutant cells conferred resistance to EGFR TKIs that was overcome by addition of a MEK inhibitor. Collectively, these positive and negative results provide deeper insight into mechanisms of acquired resistance to EGFR TKIs in lung cancer and inform ongoing clinical trials designed to overcome resistance. In the context of emerging knowledge about mechanisms of acquired resistance to targeted therapies in various cancers, our data highlight the notion that, even though solid tumors share common signaling cascades, mediators of acquired resistance must be elucidated for each disease separately in the context of treatment.


Subject(s)
Drug Resistance, Neoplasm , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/metabolism , Lung Neoplasms/enzymology , MAP Kinase Kinase 1/metabolism , Mutation, Missense , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins B-raf/metabolism , Proto-Oncogene Proteins/metabolism , ras Proteins/metabolism , Amino Acid Substitution , Cell Line, Tumor , Clinical Trials as Topic , ErbB Receptors/genetics , Female , Humans , Lung Neoplasms/drug therapy , MAP Kinase Kinase 1/genetics , Male , Protein Kinase Inhibitors/therapeutic use , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins p21(ras) , ras Proteins/genetics
11.
Oncologist ; 19(6): 616-22, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24797823

ABSTRACT

BACKGROUND: Oncogenic genetic alterations "drive" neoplastic cell proliferation. Small molecule inhibitors and antibodies are being developed that target an increasing number of these altered gene products. Next-generation sequencing (NGS) is a powerful tool to identify tumor-specific genetic changes. To determine the clinical impact of extensive genetic analysis, we reviewed our experience using a targeted NGS platform (FoundationOne) in advanced cancer patients. PATIENTS AND METHODS: We retrospectively assessed demographics, NGS results, and therapies received for patients undergoing targeted NGS (exonic sequencing of 236 genes and selective intronic sequencing from 19 genes) between April 2012 and August 2013. Coprimary endpoints were the percentage of patients with targeted therapy options uncovered by mutational profiling and the percentage who received genotype-directed therapy. RESULTS: Samples from 103 patients were tested, most frequently breast carcinoma (26%), head and neck cancers (23%), and melanoma (10%). Most patients (83%) were found to harbor potentially actionable genetic alterations, involving cell-cycle regulation (44%), phosphatidylinositol 3-kinase-AKT (31%), and mitogen-activated protein kinase (19%) pathways. With median follow-up of 4.1 months, 21% received genotype-directed treatments, most in clinical trials (61%), leading to significant benefit in several cases. The most common reasons for not receiving genotype-directed therapy were selection of standard therapy (35%) and clinical deterioration (13%). CONCLUSION: Mutational profiling using a targeted NGS panel identified potentially actionable alterations in a majority of advanced cancer patients. The assay identified additional therapeutic options and facilitated clinical trial enrollment. As time progresses, NGS results will be used to guide therapy in an increasing proportion of patients.


Subject(s)
Breast Neoplasms/genetics , Head and Neck Neoplasms/genetics , Melanoma/genetics , Neoplasm Proteins/genetics , Adult , Aged , Aged, 80 and over , Breast Neoplasms/pathology , Female , Head and Neck Neoplasms/pathology , High-Throughput Nucleotide Sequencing , Humans , Male , Melanoma/pathology , Middle Aged , Neoplasm Staging
12.
Breast Cancer Res Treat ; 145(2): 389-99, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24722917

ABSTRACT

Mutations in the PIK3CA gene are common in breast cancer and represent a clinically useful therapeutic target. Several larger, population-based studies have shown a positive prognostic significance associated with these mutations. This study aims to further identify characteristics of patients harboring PIK3CA mutations while evaluating the clinical impact of genomic testing for these mutations. Tumors from 312 patients at Vanderbilt-Ingram Cancer Center were analyzed for PIK3CA mutations using a multiplex screening assay (SNaPshot). Mutation rates, receptor status, histopathologic characteristics, and time to recurrence were assessed. The number of patients participating in clinical trials, specifically trials relating to the PIK3CA mutation, was examined. Statistically significant differences between wild-type and mutated tumors were determined using the Wilcoxon, Pearson, and Fischer exact tests. The PIK3CA mutation was found in 25 % of tumors tested. Patients with PIK3CA mutations were significantly more likely to express hormone receptors, be of lower combined histological grade, and have a reduced time to recurrence. Patients found to have a PIK3CA mutation were significantly more likely to enter a PIK3CA-specific clinical trial. In addition to confirming previously established positive prognostic characteristics of tumors harboring PIK3CA mutations, this study demonstrates the feasibility and utility of mutation profiling in a clinical setting. PIK3CA mutation testing impacted treatment and resulted in more patients entering mutation-specific clinical trials.


Subject(s)
Breast Neoplasms/genetics , Breast Neoplasms/pathology , DNA Mutational Analysis/methods , Mutation , Phosphatidylinositol 3-Kinases/genetics , Academic Medical Centers , Adult , Aged , Breast Neoplasms/metabolism , Class I Phosphatidylinositol 3-Kinases , Clinical Trials as Topic , Female , Humans , Middle Aged , Neoplasm Recurrence, Local/genetics , Patient Participation , Receptor, ErbB-2/metabolism , Time Factors
13.
Proc Natl Acad Sci U S A ; 108(12): 5021-6, 2011 Mar 22.
Article in English | MEDLINE | ID: mdl-21385943

ABSTRACT

Sustained and complete inhibition of HER3 and its output to PI3K/Akt are required for the optimal antitumor effect of therapeutic inhibitors of the HER2 oncogene. Here, we show that, after inhibition of the HER2 tyrosine kinase with lapatinib, there is PI3K/Akt and FoxO3a-dependent up-regulation of HER3 mRNA and protein. Up-regulated HER3 was then phosphorylated by residual HER2 activity, thus partially maintaining P-Akt and limiting the antitumor action of lapatinib. Inhibition of HER3 with siRNA or a neutralizing HER3 antibody sensitized HER2+ breast cancer cells and xenografts to lapatinib both in vitro and in vivo. Combined blockade of HER2 and HER3 inhibited pharmacodynamic biomarkers of PI3K/Akt activity more effectively than each inhibitor alone. These results suggest that because of HER3-mediated compensation, current clinical inhibitors of HER2 and PI3K/Akt will not block the PI3K pathway completely. They also suggest that therapeutic inhibitors of HER3 should be used in combination with HER2 inhibitors and PI3K pathway inhibitors in patients with HER2- and PI3K-dependent cancers.


Subject(s)
Breast Neoplasms/enzymology , Gene Expression Regulation, Enzymologic/drug effects , Gene Expression Regulation, Neoplastic/drug effects , Protein Kinase Inhibitors/pharmacology , Quinazolines/pharmacology , Receptor, ErbB-2/antagonists & inhibitors , Receptor, ErbB-3/biosynthesis , Transcription, Genetic/drug effects , Up-Regulation/drug effects , Animals , Breast Neoplasms/drug therapy , Female , Humans , Lapatinib , Mice , Mice, Nude , Neoplasm Transplantation , Phosphatidylinositol 3-Kinases/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Receptor, ErbB-2/metabolism , Receptor, ErbB-3/antagonists & inhibitors , Transplantation, Heterologous
14.
JAMA ; 311(19): 1998-2006, 2014 May 21.
Article in English | MEDLINE | ID: mdl-24846037

ABSTRACT

IMPORTANCE: Targeting oncogenic drivers (genomic alterations critical to cancer development and maintenance) has transformed the care of patients with lung adenocarcinomas. The Lung Cancer Mutation Consortium was formed to perform multiplexed assays testing adenocarcinomas of the lung for drivers in 10 genes to enable clinicians to select targeted treatments and enroll patients into clinical trials. OBJECTIVES: To determine the frequency of oncogenic drivers in patients with lung adenocarcinomas and to use the data to select treatments targeting the identified driver(s) and measure survival. DESIGN, SETTING, AND PARTICIPANTS: From 2009 through 2012, 14 sites in the United States enrolled patients with metastatic lung adenocarcinomas and a performance status of 0 through 2 and tested their tumors for 10 drivers. Information was collected on patients, therapies, and survival. INTERVENTIONS: Tumors were tested for 10 oncogenic drivers, and results were used to select matched targeted therapies. MAIN OUTCOMES AND MEASURES: Determination of the frequency of oncogenic drivers, the proportion of patients treated with genotype-directed therapy, and survival. RESULTS: From 2009 through 2012, tumors from 1007 patients were tested for at least 1 gene and 733 for 10 genes (patients with full genotyping). An oncogenic driver was found in 466 of 733 patients (64%). Among these 733 tumors, 182 tumors (25%) had the KRAS driver; sensitizing EGFR, 122 (17%); ALK rearrangements, 57 (8%); other EGFR, 29 (4%); 2 or more genes, 24 (3%); ERBB2 (formerly HER2), 19 (3%); BRAF, 16 (2%); PIK3CA, 6 (<1%); MET amplification, 5 (<1%); NRAS, 5 (<1%); MEK1, 1 (<1%); AKT1, 0. Results were used to select a targeted therapy or trial in 275 of 1007 patients (28%). The median survival was 3.5 years (interquartile range [IQR], 1.96-7.70) for the 260 patients with an oncogenic driver and genotype-directed therapy compared with 2.4 years (IQR, 0.88-6.20) for the 318 patients with any oncogenic driver(s) who did not receive genotype-directed therapy (propensity score-adjusted hazard ratio, 0.69 [95% CI, 0.53-0.9], P = .006). CONCLUSIONS AND RELEVANCE: Actionable drivers were detected in 64% of lung adenocarcinomas. Multiplexed testing aided physicians in selecting therapies. Although individuals with drivers receiving a matched targeted agent lived longer, randomized trials are required to determine if targeting therapy based on oncogenic drivers improves survival. TRIAL REGISTRATION: clinicaltrials.gov Identifier: NCT01014286.


Subject(s)
Adenocarcinoma/genetics , Genotype , Lung Neoplasms/genetics , Molecular Targeted Therapy , Adenocarcinoma/drug therapy , Adenocarcinoma of Lung , Aged , Female , Humans , Lung Neoplasms/drug therapy , Male , Middle Aged , Multiplex Polymerase Chain Reaction , Proto-Oncogenes , Sequence Analysis, DNA/methods , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Survival Analysis
15.
Cancer Discov ; 14(4): 639-642, 2024 Apr 04.
Article in English | MEDLINE | ID: mdl-38571413

ABSTRACT

SUMMARY: Cell surface proteins represent ideal therapeutic targets because of their accessibility to antibodies, T cell-directed therapies, and radiotherapies, but there are only 25 therapeutically relevant cell surface targets for which cancer therapies are approved in the United States or European Union. This commentary calls for intensified research into mapping the universe of cell surface proteins - the cell surfaceome - in order to accelerate cancer drug development.


Subject(s)
Membrane Proteins , Neoplasms , Humans , Membrane Proteins/metabolism , Neoplasms/drug therapy
16.
Cancer ; 119(2): 356-62, 2013 Jan 15.
Article in English | MEDLINE | ID: mdl-22810899

ABSTRACT

BACKGROUND: Lung adenocarcinomas can be distinguished by identifying mutated driver oncogenes, including epidermal growth factor receptor (EGFR) and KRAS. Mutations in EGFR are associated with both improved survival as well as response to treatment with erlotinib and gefitinib. However, the prognostic significance of KRAS has not been evaluated in large numbers of patients and remains controversial. For the current report, the authors examined the association of EGFR and KRAS mutations with survival among patients with advanced lung adenocarcinomas. METHODS: Data were analyzed from patients with advanced lung adenocarcinomas who had known EGFR and KRAS mutation status evaluated between 2002 and 2009. The collected clinical variables included age, sex, Karnofsky performance status, smoking history, and treatment history. Overall survival from the diagnosis of advanced disease was analyzed using Kaplan-Meier and Cox proportional hazard methods. RESULTS: In total, 1036 patients were evaluated, including 610 women (59%) and 344 never-smokers (33%). The median patient age was 65 years (range, 25-92 years), and the majority of patients (81%) had a Karnofsky performance status ≥80%. In multivariate analysis, EGFR mutations were associated with longer overall survival (hazard ratio, 0.6; P < .001), and KRAS mutations were associated with shorter survival (hazard ratio, 1.21; P = .048). CONCLUSIONS: KRAS mutations predicted shorter survival for patients with advanced lung adenocarcinomas. The presence of EGFR and KRAS mutations define distinct subsets of patients with lung adenocarcinomas and should be determined in patients when they are diagnosed with advanced disease. Clinical trial reports should include EGFR and KRAS mutation status along with other prognostic factors.


Subject(s)
Adenocarcinoma/genetics , Adenocarcinoma/mortality , ErbB Receptors/genetics , Lung Neoplasms/genetics , Lung Neoplasms/mortality , Proto-Oncogene Proteins/genetics , ras Proteins/genetics , Adenocarcinoma/pathology , Adenocarcinoma of Lung , Adult , Aged , Aged, 80 and over , DNA Mutational Analysis , Female , Genetic Association Studies , Humans , Kaplan-Meier Estimate , Lung Neoplasms/pathology , Male , Middle Aged , Multivariate Analysis , Proportional Hazards Models , Proto-Oncogene Proteins p21(ras)
17.
Curr Top Microbiol Immunol ; 355: 59-81, 2012.
Article in English | MEDLINE | ID: mdl-21866438

ABSTRACT

Thoracic oncologists traditionally have made treatment decisions based upon tumor histology, distinguishing non-small cell lung cancer (NSCLC) from small cell lung cancer (SCLC). However, recent data has revealed that at least one histological subtype of NSCLC, lung adenocarcinoma comprises multiple molecularly distinct diseases. Lung adenocarcinoma subsets now can be defined by specific 'driver' mutations in genes encoding components of the EGFR signaling pathway. Importantly, these mutations have implications regarding targeted therapy. Here, we focus on EGFR mutant NSCLC-a prime example of a clinically relevant molecular subset of lung cancer, with defined mechanisms of drug sensitivity, primary drug resistance, and acquired resistance to EGFR tyrosine kinase inhibitors. Efforts are now being made to overcome mechanisms of acquired resistance. These findings illustrate how knowledge about the genetic drivers of tumors can lead to rational targeted therapy for individual patients.


Subject(s)
Carcinoma, Non-Small-Cell Lung/drug therapy , Drug Resistance, Neoplasm , ErbB Receptors/antagonists & inhibitors , Animals , Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacology , Antineoplastic Combined Chemotherapy Protocols/chemistry , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Carcinoma, Non-Small-Cell Lung/enzymology , Carcinoma, Non-Small-Cell Lung/genetics , Clinical Trials as Topic , ErbB Receptors/genetics , Erlotinib Hydrochloride , Gefitinib , HSP90 Heat-Shock Proteins/antagonists & inhibitors , Humans , Molecular Targeted Therapy/methods , Mutation , Protein Kinase Inhibitors/chemistry , Protein Kinase Inhibitors/pharmacology , Protein Structure, Tertiary , Quinazolines/pharmacology , Quinolines/pharmacology
18.
AJR Am J Roentgenol ; 200(3): 475-83, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23436834

ABSTRACT

OBJECTIVE: This article reviews important complications of targeted drug therapies for solid malignancies that can be identified on diagnostic imaging. Wherever possible, known or proposed mechanistic explanations for drug complications are emphasized. CONCLUSION: Familiarity with the toxicity profiles of different targeted cancer therapies is important for identifying drug-related complications and for differentiating drug effects from disease progression. A mechanistic understanding may be useful for associating individual drugs with their complications and for predicting the complications of emerging agents.


Subject(s)
Antineoplastic Agents/adverse effects , Drug-Related Side Effects and Adverse Reactions/etiology , Drug-Related Side Effects and Adverse Reactions/prevention & control , Molecular Targeted Therapy/adverse effects , Neoplasms/drug therapy , Drug-Related Side Effects and Adverse Reactions/diagnosis , Humans
19.
Mol Cell Proteomics ; 10(5): M110.006536, 2011 May.
Article in English | MEDLINE | ID: mdl-21389108

ABSTRACT

Shotgun proteomics data analysis usually relies on database search. However, commonly used protein sequence databases do not contain information on protein variants and thus prevent variant peptides and proteins from been identified. Including known coding variations into protein sequence databases could help alleviate this problem. Based on our recently published human Cancer Proteome Variation Database, we have created a protein sequence database that comprehensively annotates thousands of cancer-related coding variants collected in the Cancer Proteome Variation Database as well as noncancer-specific ones from the Single Nucleotide Polymorphism Database (dbSNP). Using this database, we then developed a data analysis workflow for variant peptide identification in shotgun proteomics. The high risk of false positive variant identifications was addressed by a modified false discovery rate estimation method. Analysis of colorectal cancer cell lines SW480, RKO, and HCT-116 revealed a total of 81 peptides that contain either noncancer-specific or cancer-related variations. Twenty-three out of 26 variants randomly selected from the 81 were confirmed by genomic sequencing. We further applied the workflow on data sets from three individual colorectal tumor specimens. A total of 204 distinct variant peptides were detected, and five carried known cancer-related mutations. Each individual showed a specific pattern of cancer-related mutations, suggesting potential use of this type of information for personalized medicine. Compatibility of the workflow has been tested with four popular database search engines including Sequest, Mascot, X!Tandem, and MyriMatch. In summary, we have developed a workflow that effectively uses existing genomic data to enable variant peptide detection in proteomics.


Subject(s)
Colorectal Neoplasms/metabolism , Computational Biology , Mutant Proteins/analysis , Proteomics/methods , Algorithms , Amino Acid Sequence , Base Sequence , Carcinoma/genetics , Carcinoma/metabolism , Cell Line, Tumor , Colorectal Neoplasms/genetics , Databases, Protein , Genes, ras , Humans , Mutation , Neoplasm Proteins/genetics , Neoplasm Proteins/metabolism , Proteome/analysis , Proteome/genetics , Sigmoid Neoplasms/genetics , Sigmoid Neoplasms/metabolism , Workflow
20.
Genes Chromosomes Cancer ; 51(1): 54-65, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21938754

ABSTRACT

Gene fusions involving the catalytic domain of tyrosine kinases (TKs) are found in a variety of hematological and solid tumor malignancies. Clinically, TK fusions have emerged as prime targets for therapy with small molecule kinase inhibitors. Unfortunately, identification of TK fusions has been hampered by experimental limitations. Here, we developed version 2.0 of a genomically based systematic kinase fusion screen and used it to detect a novel imatinib-sensitive C6orf204-PDGFRB fusion in a patient with precursor T lymphoblastic lymphoma (T-ALL) and an associated myeloproliferative neoplasm with eosinophilia. These data validate the ability of this targeted capture-sequencing approach to detect TK fusion events in small amounts of DNA extracted directly from patient samples.


Subject(s)
Myeloproliferative Disorders/genetics , Oncogene Proteins, Fusion/genetics , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/genetics , Protein-Tyrosine Kinases/genetics , Translocation, Genetic , Adult , Algorithms , Amino Acid Sequence , Base Sequence , Cell Line, Tumor , Computational Biology , Cytoskeletal Proteins , Gene Order , HEK293 Cells , Humans , K562 Cells , Karyotyping , Male , Molecular Sequence Data , Myeloproliferative Disorders/complications , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/complications , Sequence Alignment , Sequence Analysis, DNA
SELECTION OF CITATIONS
SEARCH DETAIL