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1.
Clin Cancer Res ; 22(5): 1103-10, 2016 Mar 01.
Article in English | MEDLINE | ID: mdl-26446944

ABSTRACT

PURPOSE: The T790M gatekeeper mutation in the EGFR is acquired by some EGFR-mutant non-small cell lung cancers (NSCLC) as they become resistant to selective tyrosine kinase inhibitors (TKI). As third-generation EGFR TKIs that overcome T790M-associated resistance become available, noninvasive approaches to T790M detection will become critical to guide management. EXPERIMENTAL DESIGN: As part of a multi-institutional Stand-Up-To-Cancer collaboration, we performed an exploratory analysis of 40 patients with EGFR-mutant tumors progressing on EGFR TKI therapy. We compared the T790M genotype from tumor biopsies with analysis of simultaneously collected circulating tumor cells (CTC) and circulating tumor DNA (ctDNA). RESULTS: T790M genotypes were successfully obtained in 30 (75%) tumor biopsies, 28 (70%) CTC samples, and 32 (80%) ctDNA samples. The resistance-associated mutation was detected in 47% to 50% of patients using each of the genotyping assays, with concordance among them ranging from 57% to 74%. Although CTC- and ctDNA-based genotyping were each unsuccessful in 20% to 30% of cases, the two assays together enabled genotyping in all patients with an available blood sample, and they identified the T790M mutation in 14 (35%) patients in whom the concurrent biopsy was negative or indeterminate. CONCLUSIONS: Discordant genotypes between tumor biopsy and blood-based analyses may result from technological differences, as well as sampling different tumor cell populations. The use of complementary approaches may provide the most complete assessment of each patient's cancer, which should be validated in predicting response to T790M-targeted inhibitors.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , Drug Resistance, Neoplasm/genetics , ErbB Receptors/genetics , Protein Kinase Inhibitors/administration & dosage , Adult , Afatinib , Aged , Aged, 80 and over , Biopsy , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/pathology , ErbB Receptors/blood , Erlotinib Hydrochloride/administration & dosage , Female , Gefitinib , Genotype , Humans , Male , Middle Aged , Mutation , Neoplastic Cells, Circulating/drug effects , Quinazolines/administration & dosage
2.
N Biotechnol ; 29(6): 682-8, 2012 Sep 15.
Article in English | MEDLINE | ID: mdl-22391147

ABSTRACT

Oncology drug development is a long and costly process associated with a success rate of 5-10%. The parallel development of companion diagnostic tests that will identify patients most likely to receive benefit has the potential to increase the success rate for oncology drugs and decrease development time and associated costs. Metastatic melanoma is a challenging disease that has been associated with poor survival. Identification of a mutated BRAF kinase gene in many cases of melanoma provided a promising therapeutic target. Here we describe the successful co-development of vemurafenib, a first-in-class selective inhibitor of oncogenic BRAF kinase, and its companion diagnostic, the cobas(®) 4800 BRAF V600 Mutation Test. Key success factors in the development process included early identification of the BRAF V600E biomarker, early development of the diagnostic test, and early and close collaboration between the pharmaceutical and diagnostic development teams. This focused and integrated process resulted in the first personalized medicine for the treatment of metastatic melanoma less than five years after the Investigational New Drug Application, a remarkably short time.


Subject(s)
Molecular Diagnostic Techniques/methods , Molecular Targeted Therapy/methods , Neoplasms/diagnosis , Neoplasms/therapy , Humans , Indoles/pharmacology , Mutant Proteins/antagonists & inhibitors , Mutant Proteins/genetics , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Proto-Oncogene Proteins B-raf/genetics , Sulfonamides/pharmacology , Vemurafenib
3.
Biotechniques ; 39(4): 577-82, 2005 Oct.
Article in English | MEDLINE | ID: mdl-16235572

ABSTRACT

Nearly 15 years have passed since the possibility of analyzing nucleic acid analytes in a massively parallel fashion was proposed using the then new concept of microarrays. A decade ago, proof of principle demonstration projects established the use of high density microarrays to genotype multiple polymorphisms within a large gene [cystic fibrosis transmembrance regulator (CFTR)], to rapidly analyze DNA sequences by hybridization and to ascertain differential gene expression of the entire genome of an organism. The use of microarrays has had an explosive influence on the rate at which new biological information can be learned, including in a nonhypothesis driven manner. The past decade has also seen these research tools applied increasingly to questions of clinical and medical relevance. Genotyping drug metabolizing enzyme genes, resequencing important tumor suppressor genes, and classifying neoplastic disease by differential gene expression profiles are but a few of the many possibilities to provide clinically useful information using microarray-based diagnostic tests.


Subject(s)
Biotechnology/methods , Oligonucleotide Array Sequence Analysis , Pharmacogenetics/methods , Base Sequence , Cystic Fibrosis Transmembrane Conductance Regulator/genetics , Cytochrome P-450 Enzyme System/genetics , Gene Expression Regulation , Genes, p53 , Genotype , Humans , Molecular Sequence Data , Nucleic Acid Hybridization , Pharmacogenetics/instrumentation , Polymorphism, Genetic , Sequence Analysis, DNA
4.
Nat Methods ; 2(10): 731-4, 2005 Oct.
Article in English | MEDLINE | ID: mdl-16179916

ABSTRACT

Standard controls and best practice guidelines advance acceptance of data from research, preclinical and clinical laboratories by providing a means for evaluating data quality. The External RNA Controls Consortium (ERCC) is developing commonly agreed-upon and tested controls for use in expression assays, a true industry-wide standard control.


Subject(s)
Gene Expression Profiling/standards , Oligonucleotide Array Sequence Analysis/standards , RNA, Messenger/analysis , Animals , Guidelines as Topic , Humans , Mice , Quality Control , Rats
5.
J Clin Psychopharmacol ; 25(5): 448-56, 2005 Oct.
Article in English | MEDLINE | ID: mdl-16160620

ABSTRACT

This study tested the association between tardive dyskinesia (TD) and polymorphic variations in (a) 2 cytochrome P450 (CYP) genes (CYP2D6 or CYP3A5), (b) 2 DRD2 variants (Ser311Cys and -141C Ins/del) and the Ser9Gly DRD3 variants, (c) 2 glutathione S-transferases (GSTT1 and GSTM1), and (d) variations in the PgP gene, MDR1. The study sample included 516 severely mentally ill patients from Central Kentucky facilities. Logistic regression models that included clinical variables associated with TD were developed. Gene variants were added to these clinical models. The total sample included 31% (162/516) with TD where 30% (49/162) of those had severe TD. Polymorphisms in DRD2, MDR1, and GSTT1 were never significant. Two gene variants appeared to be significant after adding them to the clinical regression models: (1) Ser9Gly DRD3 polymorphism was associated with severe TD (odds ratio for patients with 1 mutant allele when compared with individuals with 2 wild types was 2.5, 95% confidence interval 1.1-5.6, whereas the odds ratio for patients with 2 mutant alleles when compared with individuals with 1 mutant was 2.8, 95% confidence interval 1.0-7.4), and (2) GSTM1 absence was associated with TD (odds ratio 1.7, 95% confidence interval 1.2-2.4) particularly in white women. The CYP2D6 and CYP3A5 absence showed potential for significant associations in larger samples, particularly in white men. New studies need to replicate whether these or other genes could be used conjointly with clinical variables to identify subjects at risk for TD in clinical settings.


Subject(s)
ATP Binding Cassette Transporter, Subfamily B, Member 1/genetics , Antipsychotic Agents/adverse effects , Cytochrome P-450 Enzyme System/genetics , Dyskinesia, Drug-Induced/genetics , Glutathione Transferase/genetics , Mental Disorders/complications , Mental Disorders/genetics , Adult , Aged , Antipsychotic Agents/therapeutic use , Cytochrome P-450 CYP2D6/genetics , Cytochrome P-450 CYP3A , Female , Genotype , Humans , Logistic Models , Male , Mental Disorders/drug therapy , Middle Aged , Pharmacogenetics , Phenotype , Psychiatric Status Rating Scales , Psychotic Disorders/drug therapy , Psychotic Disorders/genetics , Risperidone/adverse effects , Risperidone/therapeutic use
7.
Anesthesiology ; 102(3): 543-9, 2005 Mar.
Article in English | MEDLINE | ID: mdl-15731591

ABSTRACT

BACKGROUND: Some patients treated with ondansetron for postoperative nausea and vomiting do not respond to therapy. One possible mechanism for this failure is ultrarapid drug metabolism via the cytochrome P-450 system, specifically the enzyme 2D6 (CYP2D6). Ultrarapid metabolism is seen in patients with multiple functional copies (>/= 3) of the CYP2D6 allele. This study was designed to determine whether patients who were given prophylactic ondansetron and had multiple CYP2D6 alleles had an increased rate of postoperative nausea and vomiting. METHODS: Two hundred fifty female patients undergoing standardized general anesthesia were given 4 mg ondansetron 30 min before extubation. Patients were observed for symptoms of nausea and vomiting. DNA was extracted from blood in all patients and was analyzed by using a gene-specific probe to determine the CYP2D6 gene copy number and genotyped by polymerase chain reaction amplification with a custom oligonucleotide microarray to determine the specific CYP2D6 genotypes. RESULTS: Eighty-eight patients experienced nausea, and 37 of those patients also had vomiting. In patients with one, two, or three CYP2D6 copies, the incidences of vomiting were 3 in 33 (27%), 27 in 198 (14%), and 7 in 23 (30%), respectively. The incidence of vomiting in subjects with three CYP2D6 copies was significantly different from those with two copies, but not from those with one copy. When analyzed by genotype, the incidences of vomiting in poor, intermediate, extensive, and ultrarapid metabolizers were 1 in 12 (8%), 5 in 30 (17%), 26 in 176 (15%), and 5 in 11 (45%), respectively (P < 0.01 vs. all other groups). There were no differences between groups in the incidence of nausea based on CYP2D6 copy number or genotype. CONCLUSIONS: Patients with three copies of the CYP2D6 gene, a genotype consistent with ultrarapid metabolism, or both have an increased incidence of ondansetron failure for the prevention of postoperative vomiting but not nausea.


Subject(s)
Antiemetics/therapeutic use , Cytochrome P-450 CYP2D6/genetics , Gene Dosage , Ondansetron/therapeutic use , Polymorphism, Genetic , Postoperative Nausea and Vomiting/prevention & control , Adolescent , Adult , Female , Humans , Middle Aged , Pharmacogenetics
8.
J Clin Psychiatry ; 66(1): 15-27, 2005 Jan.
Article in English | MEDLINE | ID: mdl-15669884

ABSTRACT

OBJECTIVE: The cytochrome P450 2D6 (CYP2D6) enzyme metabolizes risperidone. CYP2D6 poor metabolizers have no CYP2D6 activity (7% of whites and 1%-2% of other races). This study tested whether the CYP2D6 poor metabolizer phenotype was associated with adverse drug reactions (ADRs) and discontinuation due to ADRs. METHOD: Adult inpatients and outpatients were recruited from July 2000 to March 2003 including (1) 325 who were stabilized on risperidone therapy and classified as either expressing moderate-to-marked ADRs (22%, 73/325) or not (78%, 252/325) and (2) 212 who discontinued risperidone and were classified as discontinued due to ADRs (38%, 81/212) or for other reasons (62%, 131/212). Genetic tests were performed by allele-specific polymerase chain reaction and/or by the AmpliChip CYP450 microarray system for up to 34 separate CYP2D6 alleles. Two logistic regression models with dependent variables (moderate-to-marked ADRs while taking risperidone and risperidone discontinuation due to ADRs) were evaluated with respect to the CYP2D6 phenotype. RESULTS: The odds ratios (ORs) and 95% confidence intervals (CIs) for the CYP2D6 poor metabolizer phenotype in the univariate analyses and after correcting for clinical variables were (1) OR = 3.1 (CI = 1.4 to 7.0) and 3.4 (CI = 1.5 to 8.0) for moderate-to-marked ADRs on risperidone and (2) OR = 3.0 (CI = 0.85 to 10.6) and 6.0 (CI = 1.4 to 25.4) for discontinuation due to ADRs. CONCLUSIONS: The CYP2D6 poor metabolizer phenotype appears to be associated with risperidone ADRs and discontinuation due to ADRs; however, this finding requires further study in larger patient populations. The CYP3A5 and p-glycoprotein exon 21 and 26 genotypes were not significantly associated with risperidone response.


Subject(s)
Antipsychotic Agents/adverse effects , Cytochrome P-450 CYP2D6/genetics , Mental Disorders/genetics , Mental Disorders/metabolism , Phenotype , Risperidone/adverse effects , Adult , Antipsychotic Agents/pharmacokinetics , Antipsychotic Agents/therapeutic use , Basal Ganglia Diseases/chemically induced , Basal Ganglia Diseases/genetics , Cytochrome P-450 CYP2D6/metabolism , Cytochrome P-450 CYP2D6/therapeutic use , Dose-Response Relationship, Drug , Drug Therapy, Combination , Female , Genetic Variation , Genotype , Humans , Logistic Models , Male , Mental Disorders/drug therapy , Oligonucleotide Array Sequence Analysis , Patient Dropouts , Pharmacogenetics , Polymerase Chain Reaction , Risperidone/pharmacokinetics , Schizophrenia/drug therapy , Schizophrenia/genetics , Schizophrenia/metabolism
9.
Nat Rev Drug Discov ; 3(9): 749-61, 2004 Sep.
Article in English | MEDLINE | ID: mdl-15340385

ABSTRACT

Rapid advances in the understanding of genomic variation affecting drug responses, and the development of multiplex assay technologies, are converging to form the basis for new in vitro diagnostic assays. These molecular diagnostic assays are expected to guide the therapeutic treatment of many diseases, by informing physicians about molecular subtypes of disease that require differential treatment, which drug has the greatest probability of effectively managing the disease, and which individual patients are at the highest risk of experiencing adverse reactions to a given drug therapy. This article reviews some of the relative strengths and limitations of the most widely used technologies and platforms for such assays.


Subject(s)
Diagnosis , Pharmacogenetics/instrumentation , Animals , Genetic Markers , Genotype , Humans , Medical Oncology/trends , Oligonucleotide Array Sequence Analysis , Reverse Transcriptase Polymerase Chain Reaction , Sequence Analysis, Protein
10.
Clin Chem ; 49(4): 542-51, 2003 Apr.
Article in English | MEDLINE | ID: mdl-12651805

ABSTRACT

BACKGROUND: There have been no published reports comparing the CYP450 GeneChip microarray assay with more standard methods of genetic testing. METHODS: We collected 20-mL blood samples from 236 volunteers for DNA isolation and testing before each individual ingested 60 mg of dextromethorphan, and collected their urine. CYP2D6 alleles *3 to *7, *9, *17, and *41, and multiple CYP2D6 gene copies were tested by allele-specific PCR (AS-PCR), whereas alleles *2 to *4 and *6 to *11 were tested by the Affymetrix CYP450 GeneChip assay. Five of the CYP2D6 alleles (*3, *4, *6, *7, and *9) were tested by both AS-PCR and the CYP450 GeneChip assay in an independent and blinded fashion in 232 of the 236 healthy volunteers. The combined CYP2D6 genotype from both methods was used to divide the population into four subgroups, poor metabolizers (PMs), intermediate metabolizers (IMs), extensive metabolizers (EMs), and ultrarapid metabolizers (UMs), based on their relative function and ability to express the CYP2D6 gene. The urinary elimination of dextromethorphan was assessed in each of these CYP2D6 subgroups. RESULTS: The CYP2D6*3, *4, *6, *7, and *9 alleles showed a high degree of concordance between the CYP450 GeneChip and AS-PCR methods (>99% concordance). The mean (SD) of the log[dextromethorphan metabolic ratio (MR)] in the four CYP2D6 subgroups was PM = 0.49 (0.38); IM = -1.24 (0.53); EM = -2.35 (0.61); and UM = -2.43 (0.38). CONCLUSIONS: Oligonucleotide microarray technology is an efficient and reliable way to test for CYP2D6 gene variation based on five alleles compared by separate methods. The methodology is influenced by the quality and amount of DNA present. The log(dextromethorphan MR) is a highly variable index that appears to reflect the crude nature of the dextromethorphan MR as an indicator of CYP2D6 in vivo enzyme activity.


Subject(s)
Cytochrome P-450 CYP2D6/genetics , Cytochrome P-450 CYP2D6/blood , Dextromethorphan/urine , Genotype , Humans , Oligonucleotide Array Sequence Analysis/methods , Phenotype , Polymerase Chain Reaction , Polymorphism, Genetic
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