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1.
Br J Cancer ; 126(2): 265-274, 2022 02.
Article in English | MEDLINE | ID: mdl-34616010

ABSTRACT

BACKGROUND: Hypertension and proteinuria are common bevacizumab-induced toxicities. No validated biomarkers are available for identifying patients at risk of these toxicities. METHODS: A genome-wide association study (GWAS) meta-analysis was performed in 1039 bevacizumab-treated patients of European ancestry in four clinical trials (CALGB 40502, 40503, 80303, 90401). Grade ≥2 hypertension and proteinuria were recorded (CTCAE v.3.0). Single-nucleotide polymorphism (SNP)-toxicity associations were determined using a cause-specific Cox model adjusting for age and sex. RESULTS: The most significant SNP associated with hypertension with concordant effect in three out of the four studies (p-value <0.05 for each study) was rs6770663 (A > G) in KCNAB1, with the G allele increasing the risk of hypertension (p-value = 4.16 × 10-6). The effect of the G allele was replicated in ECOG-ACRIN E5103 in 582 patients (p-value = 0.005). The meta-analysis of all five studies for rs6770663 led to p-value = 7.73 × 10-8, close to genome-wide significance. The most significant SNP associated with proteinuria was rs339947 (C > A, between DNAH5 and TRIO), with the A allele increasing the risk of proteinuria (p-value = 1.58 × 10-7). CONCLUSIONS: The results from the largest study of bevacizumab toxicity provide new markers of drug safety for further evaluations. SNP in KCNAB1 validated in an independent dataset provides evidence toward its clinical applicability to predict bevacizumab-induced hypertension. ClinicalTrials.gov Identifier: NCT00785291 (CALGB 40502); NCT00601900 (CALGB 40503); NCT00088894 (CALGB 80303) and NCT00110214 (CALGB 90401).


Subject(s)
Bevacizumab/adverse effects , Genome-Wide Association Study/methods , Hypertension/pathology , Kv1.3 Potassium Channel/genetics , Neoplasms/drug therapy , Polymorphism, Single Nucleotide , Proteinuria/pathology , Aged , Angiogenesis Inhibitors/adverse effects , Female , Humans , Hypertension/chemically induced , Hypertension/genetics , Male , Middle Aged , Neoplasms/pathology , Proteinuria/chemically induced , Proteinuria/genetics
2.
BMC Bioinformatics ; 20(1): 269, 2019 May 28.
Article in English | MEDLINE | ID: mdl-31138120

ABSTRACT

BACKGROUND: Time- and dose-to-event phenotypes used in basic science and translational studies are commonly measured imprecisely or incompletely due to limitations of the experimental design or data collection schema. For example, drug-induced toxicities are not reported by the actual time or dose triggering the event, but rather are inferred from the cycle or dose to which the event is attributed. This exemplifies a prevalent type of imprecise measurement called grouped failure time, where times or doses are restricted to discrete increments. Failure to appropriately account for the grouped nature of the data, when present, may lead to biased analyses. RESULTS: We present groupedSurv, an R package which implements a statistically rigorous and computationally efficient approach for conducting genome-wide analyses based on grouped failure time phenotypes. Our approach accommodates adjustments for baseline covariates, and analysis at the variant or gene level. We illustrate the statistical properties of the approach and computational performance of the package by simulation. We present the results of a reanalysis of a published genome-wide study to identify common germline variants associated with the risk of taxane-induced peripheral neuropathy in breast cancer patients. CONCLUSIONS: groupedSurv enables fast and rigorous genome-wide analysis on the basis of grouped failure time phenotypes at the variant, gene or pathway level. The package is freely available under a public license through the Comprehensive R Archive Network.


Subject(s)
Genome-Wide Association Study , Models, Genetic , Benchmarking , Gene Frequency/genetics , Humans , Likelihood Functions , Phenotype , Software , Statistics as Topic
3.
J Pharmacol Exp Ther ; 369(3): 523-530, 2019 06.
Article in English | MEDLINE | ID: mdl-30910922

ABSTRACT

Active transport by renal proximal tubules plays a significant role in drug disposition. During drug development, estimates of renal excretion are essential to dose determination. Kidney bioreactors that reproduce physiologic cues in the kidney, such as flow-induced shear stress, may better predict in vivo drug behavior than do current in vitro models. In this study, we investigated the role of shear stress on active transport of 4-(4-(dimethylamino)styryl)-N-methylpyridinium iodide (ASP+) by Madin-Darby canine kidney cells exogenously expressing the human organic cation transporters organic cation transporter 2 (OCT2) and multidrug and toxin extrusion protein 1 (MATE1). Cells cultured in a parallel plate under continuous media perfusion formed a tight monolayer with a high barrier to inulin. In response to increasing levels of shear stress (0.2-2 dynes/cm2), cells showed a corresponding increase in transport of ASP+, reaching a maximal 4.2-fold increase at 2 dynes/cm2 compared with cells cultured under static conditions. This transport was inhibited with imipramine, indicating active transport was present under shear stress conditions. Cells exposed to shear stress of 2 dynes/cm2 also showed an increase in RNA expression of both transfected human and endogenous OCT2 (3.7- and 2.0-fold, respectively). Removal of cilia by ammonium sulfate eliminated the effects of shear on ASP+ transport at 0.5 dynes/cm2 with no effect on ASP+ transport under static conditions. These results indicate that shear stress affects active transport of organic cations in renal tubular epithelial cells in a cilia-dependent manner.


Subject(s)
Cilia/metabolism , Organic Cation Transport Proteins/metabolism , Organic Cation Transporter 2/metabolism , Shear Strength , Stress, Mechanical , Transfection , Animals , Biological Transport , Dogs , Humans , Madin Darby Canine Kidney Cells , Organic Cation Transport Proteins/genetics , Organic Cation Transporter 2/genetics
4.
Pharmacogenet Genomics ; 28(2): 49-55, 2018 02.
Article in English | MEDLINE | ID: mdl-29278617

ABSTRACT

OBJECTIVE: Taxane containing chemotherapy extends survival for breast cancer patients. However, taxane-induced peripheral neuropathy (TIPN) cannot be predicted, prevented or effectively treated. Using genome-wide analyses, we sought to identify common risk variants for TIPN. PATIENTS AND METHODS: Women with high-risk breast cancer enrolled in SWOG 0221 were genotyped using the Illumina 1M chip. Genome-wide analyses were performed in relation to ≥grade 3 Common Terminology Criteria for Adverse Events (CTCAE) neuropathy in European and African Americans. Data were meta-analyzed with GW associations of CTCAE ≥grade 3 versus

Subject(s)
Breast Neoplasms/drug therapy , Bridged-Ring Compounds/adverse effects , Genetic Predisposition to Disease , Peripheral Nervous System Diseases/genetics , Taxoids/adverse effects , Black or African American/genetics , Breast Neoplasms/complications , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Bridged-Ring Compounds/therapeutic use , Female , Genome-Wide Association Study , Genomics , Genotype , Humans , Peripheral Nervous System Diseases/pathology , Polymorphism, Single Nucleotide , Taxoids/therapeutic use , White People/genetics
5.
Drug Metab Dispos ; 46(5): 636-642, 2018 05.
Article in English | MEDLINE | ID: mdl-29467213

ABSTRACT

ABCG2 encodes the breast cancer resistance protein (BCRP), an efflux membrane transporter important in the detoxification of xenobiotics. In the present study, the basal activity of the ABCG2 promoter in liver, kidney, intestine, and breast cell lines was examined using luciferase reporter assays. The promoter activities of reference and variant ABCG2 sequences were compared in human hepatocellular carcinoma cell (HepG2), human embryonic kidney cell (HEK293T), human colorectal carcinoma cell (HCT116), and human breast adenocarcinoma cell (MCF-7) lines. The ABCG2 promoter activity was strongest in the kidney and intestine cell lines. Four variants in the basal ABCG2 promoter (rs76656413, rs66664036, rs139256004, and rs59370292) decreased the promoter activity by 25%-50% in at least three of the four cell lines. The activity of these four variants was also examined in vivo using the hydrodynamic tail vein assay, and two single nucleotide polymorphisms (rs76656413 and rs59370292) significantly decreased in vivo liver promoter activity by 50%-80%. Electrophoretic mobility shift assays confirmed a reduction in nuclear protein binding to the rs59370292 variant probe, whereas the rs76656413 probe had a shift in transcription factor binding specificity. Although both rs59370292 and rs76656413 are rare variants in all populations, they could contribute to patient-level variation in ABCG2 expression in the kidney, liver, and intestine.


Subject(s)
ATP Binding Cassette Transporter, Subfamily G, Member 2/genetics , Neoplasm Proteins/genetics , Polymorphism, Single Nucleotide/genetics , Promoter Regions, Genetic/genetics , Cell Line , Cell Line, Tumor , Drug Resistance, Neoplasm/genetics , HCT116 Cells , HEK293 Cells , Hep G2 Cells , Humans , MCF-7 Cells , Membrane Transport Proteins/genetics , Protein Binding/genetics , Transcription, Genetic/genetics , Xenobiotics/metabolism
6.
Br J Clin Pharmacol ; 84(3): 510-519, 2018 03.
Article in English | MEDLINE | ID: mdl-29105855

ABSTRACT

AIM: The aim of this study was to study potential cytochrome P450 (CYP) induction by dicloxacillin. METHODS: We performed an open-label, randomized, two-phase, five-drug clinical pharmacokinetic cocktail crossover study in 12 healthy men with and without pretreatment with 1 g dicloxacillin three times daily for 10 days. Plasma and urine were collected over 24 h and the concentration of all five drugs and their primary metabolites was determined using a liquid chromatography coupled to triple quadrupole mass spectrometry method. Cryopreserved primary human hepatocytes were exposed to dicloxacillin for 48 h and changes in gene expression and the activity of CYP3A4, CYP2C9, CYP2B6 and CYP1A2 were investigated. The activation of nuclear receptors by dicloxacillin was assessed using luciferase assays. RESULTS: A total of 10 days of treatment with dicloxacillin resulted in a clinically and statistically significant reduction in the area under the plasma concentration-time curve from 0 to 24 h for omeprazole (CYP2C19) {geometric mean ratio [GMR] [95% confidence interval (CI)]: 0.33 [0.24, 0.45]}, tolbutamide (CYP2C9) [GMR (95% CI): 0.73 (0.65, 0.81)] and midazolam (CYP3A4) [GMR (95% CI): 0.54 (0.41, 0.72)]. Additionally, other relevant pharmacokinetic parameters were affected, indicating the induction of CYP2C- and CYP3A4-mediated metabolism by dicloxacillin. Investigations in primary hepatocytes showed a statistically significant dose-dependent increase in CYP expression and activity by dicloxacillin, caused by activation of the pregnane X receptor. CONCLUSIONS: Dicloxacillin is an inducer of CYP2C- and CYP3A-mediated drug metabolism, and we recommend caution when prescribing dicloxacillin to users of drugs with a narrow therapeutic window.


Subject(s)
Cytochrome P-450 CYP2C19/drug effects , Cytochrome P-450 CYP2C9/drug effects , Cytochrome P-450 CYP3A/drug effects , Dicloxacillin/pharmacology , Adult , Anti-Bacterial Agents/pharmacology , Area Under Curve , Chromatography, Liquid , Cross-Over Studies , Cytochrome P-450 CYP2C19/biosynthesis , Cytochrome P-450 CYP2C9/biosynthesis , Cytochrome P-450 CYP3A/biosynthesis , Cytochrome P-450 Enzyme System/biosynthesis , Cytochrome P-450 Enzyme System/drug effects , Drug Interactions , Enzyme Induction/drug effects , Female , Hepatocytes/drug effects , Hepatocytes/enzymology , Humans , Male , Mass Spectrometry , Young Adult
8.
Pharmacogenet Genomics ; 27(12): 454-463, 2017 Dec.
Article in English | MEDLINE | ID: mdl-28930109

ABSTRACT

OBJECTIVES: The expression and activity of the breast cancer resistance protein (ABCG2) contributes toward the pharmacokinetics of endogenous and xenobiotic substrates. The effect of genetic variation on the activity of cis-regulatory elements and nuclear response elements in the ABCG2 locus and their contribution toward ABCG2 expression have not been investigated systematically. In this study, the effect of genetic variation on the in vitro and in vivo enhancer activity of six previously identified liver enhancers in the ABCG2 locus was examined. METHODS: Reference and variant liver enhancers were tested for their ability to alter luciferase activity in vitro in HepG2 and HEK293T cell lines and in vivo using a hydrodynamic tail vein assay. Positive in vivo single-nucleotide polymorphisms (SNPs) were tested for association with gene expression and for altered protein binding in electrophoretic mobility shift assays. RESULTS: Multiple SNPs were found to alter enhancer activity in vitro. Four of these variants (rs9999111, rs12508471, ABCG2RE1*2, and rs149713212) decreased and one (rs2725263) increased enhancer activity in vivo. In addition, rs9999111 and rs12508471 were associated with ABCG2 expression in lymphoblastoid cell lines, lymphocytes, and T cells, and showed increased HepG2 nuclear protein binding. CONCLUSION: This study identifies SNPs within regulatory regions of the ABCG2 locus that alter enhancer activity in vitro and in vivo. Several of these SNPs correlate with tissue-specific ABCG2 expression and alter DNA/protein binding. These SNPs could contribute toward reported tissue-specific variability in ABCG2 expression and may influence the correlation between ABCG2 expression and disease risk or the pharmacokinetics and pharmacodynamics of breast cancer resistance protein substrates.


Subject(s)
ATP Binding Cassette Transporter, Subfamily G, Member 2/genetics , Enhancer Elements, Genetic , Genes, Regulator , Neoplasm Proteins/genetics , Polymorphism, Single Nucleotide , ATP Binding Cassette Transporter, Subfamily G, Member 2/metabolism , Animals , HEK293 Cells , Hep G2 Cells , Humans , Kidney/metabolism , Liver/metabolism , Mice , Neoplasm Proteins/metabolism , Nuclear Proteins/metabolism , Protein Binding , RNA, Messenger/metabolism
9.
Drug Metab Dispos ; 45(2): 208-215, 2017 02.
Article in English | MEDLINE | ID: mdl-27856528

ABSTRACT

ABCG2 encodes the mitoxantrone resistance protein (MXR; breast cancer resistance protein), an ATP-binding cassette (ABC) efflux membrane transporter. Computational analysis of the ∼300 kb region of DNA surrounding ABCG2 (chr4:88911376-89220011, hg19) identified 30 regions with potential cis-regulatory capabilities. These putative regulatory regions were tested for their enhancer and suppressor activity in a human liver cell line using luciferase reporter assays. The in vitro enhancer and suppressor assays identified four regions that decreased gene expression and five regions that increased expression >1.6-fold. Four of five human hepatic in vitro enhancers were confirmed as in vivo liver enhancers using the mouse hydrodynamic tail vein injection assay. Two of the in vivo liver enhancers (ABCG2RE1 and ABCG2RE9) responded to 17ß-estradiol or rifampin in human cell lines, and ABCG2RE9 had ChIP-seq evidence to support the binding of several transcription factors and the transcriptional coactivator p300 in human hepatocytes. This study identified genomic regions surrounding human ABCG2 that can function as regulatory elements, some with the capacity to alter gene expression upon environmental stimulus. The results from this research will drive future investigations of interindividual variation in ABCG2 expression and function that contribute to differences in drug response.


Subject(s)
ATP Binding Cassette Transporter, Subfamily G, Member 2/genetics , Antineoplastic Agents/pharmacology , Drug Resistance, Neoplasm/genetics , Enhancer Elements, Genetic , Liver/drug effects , Mitoxantrone/pharmacology , Animals , Cloning, Molecular , Estradiol/pharmacology , HCT116 Cells , HEK293 Cells , Hep G2 Cells , Hepatocytes/drug effects , Hepatocytes/metabolism , Humans , Liver/metabolism , Luciferases, Renilla/genetics , MCF-7 Cells , Mice , Protein Binding , Regulatory Sequences, Nucleic Acid , Rifampin/pharmacology , Transfection
10.
Neurobiol Dis ; 77: 127-40, 2015 May.
Article in English | MEDLINE | ID: mdl-25766675

ABSTRACT

MicroRNAs (miRNAs) are small non-coding RNAs that post-transcriptionally control the expression of their target genes via RNA interference. There is increasing evidence that expression of miRNAs is dysregulated in neuronal disorders, including epilepsy, a chronic neurological disorder characterized by spontaneous recurrent seizures. Mesial temporal lobe epilepsy (MTLE) is a common type of focal epilepsy in which disease-induced abnormalities of hippocampal neurogenesis in the subgranular zone as well as gliosis and neuronal cell loss in the cornu ammonis area are reported. We hypothesized that in MTLE altered miRNA-mediated regulation of target genes could be involved in hippocampal cell remodeling. A miRNA screen was performed in hippocampal focal and non-focal brain tissue samples obtained from the temporal neocortex (both n=8) of MTLE patients. Out of 215 detected miRNAs, two were differentially expressed (hsa-miR-34c-5p: mean increase of 5.7 fold (p=0.014), hsa-miR-212-3p: mean decrease of 76.9% (p=0.0014)). After in-silico target gene analysis and filtering, reporter gene assays confirmed RNA interference for hsa-miR-34c-5p with 3'-UTR sequences of GABRA3, GRM7 and GABBR2 and for hsa-miR-212-3p with 3'-UTR sequences of SOX11, MECP2, ADCY1 and ABCG2. Reporter gene assays with mutated 3'-UTR sequences of the transcription factor SOX11 identified two different binding sites for hsa-miR-212-3p and its primary transcript partner hsa-miR-132-3p. Additionally, there was an inverse time-dependent expression of Sox11 and miR-212-3p as well as miR-132-3p in rat neonatal cortical neurons. Transfection of neurons with anti-miRs for miR-212-3p and miR-132-3p suggest that both miRNAs work synergistically to control Sox11 expression. Taken together, these results suggest that differential miRNA expression in neurons could contribute to an altered function of the transcription factor SOX11 and other genes in the setting of epilepsy, resulting not only in impaired neural differentiation, but also in imbalanced neuronal excitability and accelerated drug export.


Subject(s)
Brain/metabolism , Drug Resistant Epilepsy/genetics , Drug Resistant Epilepsy/pathology , MicroRNAs/metabolism , SOXC Transcription Factors/genetics , SOXC Transcription Factors/metabolism , Adult , Animals , Cell Line, Tumor , Cells, Cultured , Cerebral Cortex/cytology , Computer Simulation , Female , Gene Expression Profiling , Hepatoblastoma/pathology , Humans , Male , Middle Aged , Oligonucleotide Array Sequence Analysis , Principal Component Analysis , Rats , Time Factors , Young Adult
11.
Pharmaceutics ; 16(5)2024 May 10.
Article in English | MEDLINE | ID: mdl-38794309

ABSTRACT

The presence of mutagenic and carcinogenic N-nitrosamine impurities in medicinal products poses a safety risk. While incorporating antioxidants in formulations is a potential mitigation strategy, concerns arise regarding their interference with drug absorption by inhibiting intestinal drug transporters. Our study screened thirty antioxidants for inhibitory effects on key intestinal transporters-OATP2B1, P-gp, and BCRP in HEK-293 cells (OATP2B1) or membrane vesicles (P-gp, BCRP) using 3H-estrone sulfate, 3H-N-methyl quinidine, and 3H-CCK8 as substrates, respectively. The screen identified that butylated hydroxyanisole (BHA) and carnosic acid inhibited all three transporters (OATP2B1, P-gp, and BCRP), while ascorbyl palmitate (AP) inhibited OATP2B1 by more than 50%. BHA had IC50 values of 71 ± 20 µM, 206 ± 14 µM, and 182 ± 49 µM for OATP2B1, BCRP, and P-gp, respectively. AP exhibited IC50 values of 23 ± 10 µM for OATP2B1. The potency of AP and BHA was tested with valsartan, an OATP2B1 substrate, and revealed IC50 values of 26 ± 17 µM and 19 ± 11 µM, respectively, in HEK-293-OATP2B1 cells. Comparing IC50 values of AP and BHA with estimated intestinal concentrations suggests an unlikely inhibition of intestinal transporters at clinical concentrations of drugs formulated with antioxidants.

12.
Nat Struct Mol Biol ; 31(4): 621-632, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38216659

ABSTRACT

Multidrug resistance protein 4 (MRP4) is a broadly expressed ATP-binding cassette transporter that is unique among the MRP subfamily for transporting prostanoids, a group of signaling molecules derived from unsaturated fatty acids. To better understand the basis of the substrate selectivity of MRP4, we used cryogenic-electron microscopy to determine six structures of nanodisc-reconstituted MRP4 at various stages throughout its transport cycle. Substrate-bound structures of MRP4 in complex with PGE1, PGE2 and the sulfonated-sterol DHEA-S reveal a common binding site that accommodates a diverse set of organic anions and suggest an allosteric mechanism for substrate-induced enhancement of MRP4 ATPase activity. Our structure of a catalytically compromised MRP4 mutant bound to ATP-Mg2+ is outward-occluded, a conformation previously unobserved in the MRP subfamily and consistent with an alternating-access transport mechanism. Our study provides insights into the endogenous function of this versatile efflux transporter and establishes a basis for MRP4-targeted drug design.


Subject(s)
Multidrug Resistance-Associated Proteins , Prostaglandins , Prostaglandins/metabolism , Multidrug Resistance-Associated Proteins/metabolism , Biological Transport , Dinoprostone/metabolism , Membrane Transport Proteins/metabolism
13.
Mol Pharmacol ; 84(6): 925-34, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24092818

ABSTRACT

Soluble epoxide hydrolase (sEH) catalyzes the conversion of epoxyeicosatrienoic acids into less active eicosanoids, and inhibitors of sEH have anti-inflammatory and antiapoptotic properties. Based on previous observations that sEH inhibition attenuates cisplatin-induced nephrotoxicity by modulating nuclear factor-κB signaling, we hypothesized that this strategy would also attenuate cisplatin-induced renal apoptosis. Inhibition of sEH with AR9273 [1-adamantan-1-yl-3-(1-methylsulfonyl-piperidin-4-yl-urea)] reduced cisplatin-induced apoptosis through mechanisms involving mitochondrial apoptotic pathways and by reducing reactive oxygen species. Renal mitochondrial Bax induction following cisplatin treatment was significantly decreased by treatment of mice with AR9273 and these antiapoptotic effects involved p38 mitogen-activated protein kinase signaling. Similar mechanisms contributed to reduced apoptosis in Ephx2(-/-) mice treated with cisplatin. Moreover, in pig kidney proximal tubule cells, cisplatin-induced mitochondrial trafficking of Bax and cytochrome c, caspase-3 activation, and oxidative stress are significantly attenuated in the presence of epoxyeicosatrienoic acids (EETs). Collectively, these in vivo and in vitro studies demonstrate a role for EETs in limiting cisplatin-induced renal apoptosis. Inhibition of sEH represents a novel therapeutic strategy for protection against cisplatin-induced renal damage.


Subject(s)
8,11,14-Eicosatrienoic Acid/analogs & derivatives , Antineoplastic Agents/toxicity , Apoptosis/drug effects , Cisplatin/toxicity , Epoxy Compounds/metabolism , Kidney/pathology , Mitochondria/metabolism , p38 Mitogen-Activated Protein Kinases/metabolism , 8,11,14-Eicosatrienoic Acid/metabolism , 8,11,14-Eicosatrienoic Acid/pharmacology , Animals , Caspase 3/metabolism , Cell Line , Enzyme Activation , Epoxide Hydrolases/antagonists & inhibitors , Epoxide Hydrolases/metabolism , Epoxy Compounds/pharmacology , Kidney/drug effects , Kidney/metabolism , Kidney Tubules, Proximal/drug effects , Kidney Tubules, Proximal/metabolism , Kidney Tubules, Proximal/pathology , Male , Mice , Mice, Inbred C57BL , Reactive Oxygen Species/metabolism , Signal Transduction , Superoxide Dismutase/metabolism , Swine
14.
Pharmacogenet Genomics ; 23(8): 383-94, 2013 Aug.
Article in English | MEDLINE | ID: mdl-20639796

ABSTRACT

OBJECTIVE: As genotyping technology has progressed, genome-wide association studies (GWAS) have matured into efficient and effective tools for mapping genes underlying human phenotypes. METHODS: Recent studies have shown the utility of the GWAS approach for examining pharmacogenomic traits, including drug metabolism, efficacy, and toxicity. RESULTS: Application of GWAS to pharmacogenomic outcomes presents unique challenges and opportunities. CONCLUSION: In the current review, we discuss the potential promises and potential caveats of this approach specifically as it relates to pharmacogenomic studies. Concerns with study design, power and sample size, and analysis are reviewed. We further examine the features of successful pharmacogenomic GWAS, and describe consortia efforts that are likely to expand the reach of pharmacogenomic GWAS in the future.


Subject(s)
Genome-Wide Association Study , Pharmacogenetics , Therapeutics , Case-Control Studies , Chromosome Mapping , Cohort Studies , Diagnosis , Genotype , Humans , Linear Models , Pharmacokinetics , Phenotype
15.
Pharmacogenet Genomics ; 23(11): 591-6, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23982262

ABSTRACT

OBJECTIVE: Nevirapine is an important component of highly active antiretroviral therapy used in the treatment of HIV infection. There is a considerable variation in the pharmacokinetics of nevirapine and this variation can impact the efficacy and toxicity of nevirapine. Although some of this variation can be attributed to environmental factors, the degree to which heritability influences nevirapine pharmacokinetics is unknown. This study aims to estimate how much variation in nevirapine pharmacokinetics is due to genetic factors and to investigate the contribution of selected polymorphisms to this variability. METHODS: Two doses of immediate-release nevirapine were administered to European (n=11) and African American (n=6) participants recruited from the Research in Access to Care in the Homeless cohort. A repeated drug administration method was then used to determine the relative genetic contribution (r(GC)) to variability in nevirapine AUC(0-6 h). Nevirapine plasma levels were quantified using LC/MS/MS. Patients were also genotyped for selected polymorphisms in candidate genes that may influence nevirapine pharmacokinetics. RESULTS: A significant r(GC) for nevirapine AUC(0-6 h) was found in Europeans (P=0.02) and African Americans (P=0.01). A trend toward higher nevirapine AUC(0-6 h) for the CYP2B6 516TT (rs3745274; Q172H) genotype was observed in European Americans (P=0.19). CONCLUSION: This study demonstrates that there is a significant genetic component to variability in nevirapine pharmacokinetics. Although genetic variants such as CYP2B6 polymorphisms attributed to some of this variation, these data suggest that there may be additional genetic factors that influence nevirapine pharmacokinetics.


Subject(s)
Anti-HIV Agents/pharmacokinetics , Aryl Hydrocarbon Hydroxylases/genetics , HIV Infections/drug therapy , Nevirapine/pharmacokinetics , ATP Binding Cassette Transporter, Subfamily B , ATP Binding Cassette Transporter, Subfamily B, Member 1/genetics , Adult , Black or African American/genetics , Aged , Anti-HIV Agents/administration & dosage , Anti-HIV Agents/blood , Anti-HIV Agents/therapeutic use , Cytochrome P-450 CYP2B6 , Female , Genetic Variation , Genotype , HIV Infections/genetics , HIV Infections/metabolism , Humans , Male , Middle Aged , Nevirapine/administration & dosage , Nevirapine/blood , Nevirapine/therapeutic use , Pharmacogenetics , Polymorphism, Genetic , White People/genetics
16.
Pharmacogenet Genomics ; 23(1): 29-33, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23188068

ABSTRACT

Docetaxel-related neutropenia was associated with polymorphisms in the drug transporters ABCC2 and SLCO1B3 in Japanese cancer patients. We hypothesized that this association is because of reduced docetaxel clearance, associated with polymorphisms in those genes. We studied 64 US cancer patients who received a single cycle of 75 mg/m of docetaxel monotherapy. We found that the ABCC2 polymorphism at rs-12762549 trended to show a relationship with reduced docetaxel clearance (P=0.048), but not with neutropenia. There was no significant association of the SLCO1B3 polymorphisms with docetaxel clearance or neutropenia. We conclude that the relationship between docetaxel-associated neutropenia and polymorphisms in drug transporters identified in Japanese patients was not confirmed in this cohort of US cancer patients.


Subject(s)
Antineoplastic Agents/pharmacokinetics , Multidrug Resistance-Associated Proteins/genetics , Neoplasms/drug therapy , Neutropenia/genetics , Organic Anion Transporters, Sodium-Independent/genetics , Polymorphism, Single Nucleotide/genetics , Taxoids/pharmacokinetics , Adult , Aged , Antineoplastic Agents/adverse effects , Docetaxel , Female , Humans , Male , Metabolic Clearance Rate , Middle Aged , Multidrug Resistance-Associated Protein 2 , Neoplasms/complications , Neoplasms/genetics , Neutropenia/chemically induced , Pharmacogenetics , Retrospective Studies , Solute Carrier Organic Anion Transporter Family Member 1B3 , Taxoids/adverse effects , Tissue Distribution
17.
Pharmacogenet Genomics ; 23(7): 355-64, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23652407

ABSTRACT

OBJECTIVE: Genetic variation in drug metabolizing enzymes and membrane transporters as well as concomitant drug therapy can modulate the beneficial and the deleterious effects of drugs. We investigated whether patients exhibiting rhabdomyolysis who were taking cerivastatin possess functional genetic variants in SLCO1B1 and whether they were on concomitant medications that inhibit OATP1B1, resulting in accumulation of cerivastatin. METHODS: This study had three components: (a) resequencing the SLCO1B1 gene in 122 patients who developed rhabdomyolysis while on cerivastatin; (b) functional evaluation of the identified SLCO1B1 nonsynonymous variants and haplotypes in in-vitro HEK293/FRT cells stably transfected with pcDNA5/FRT empty vector, SLCO1B1 reference, variants, and haplotypes; and (c) in-vitro screening of 15 drugs commonly used among the rhabdomyolysis cases for inhibition of OATP1B1-mediated uptake of cerivastatin in HEK293/FRT cells stably transfected with reference SLCO1B1. RESULTS: The resequencing of the SLCO1B1 gene identified 54 variants. In-vitro functional analysis of SLCO1B1 nonsynonymous variants and haplotypes showed that the V174A, R57Q, and P155T variants, a novel frameshift insertion, OATP1B1*14 and OATP1B1*15 haplotype were associated with a significant reduction (P<0.001) in cerivastatin uptake (32, 18, 72, 3.4, 2.1 and 5.7% of reference, respectively). Furthermore, clopidogrel and seven other drugs were shown to inhibit OATP1B1-mediated uptake of cerivastatin. CONCLUSION: Reduced function of OATP1B1 related to genetic variation and drug-drug interactions likely contributed to cerivastatin-induced rhabdomyolysis. Although cerivastatin is no longer in clinical use, these findings may translate to related statins and other substrates of OATP1B1.


Subject(s)
Hydroxymethylglutaryl-CoA Reductase Inhibitors/adverse effects , Organic Anion Transporters/genetics , Pyridines/adverse effects , Rhabdomyolysis/drug therapy , Cells, Cultured , Drug Interactions , Female , Genetic Variation , HEK293 Cells , Haplotypes , Humans , Liver-Specific Organic Anion Transporter 1 , Male , Polymorphism, Single Nucleotide , Rhabdomyolysis/genetics
18.
AIDS ; 37(3): 477-488, 2023 03 01.
Article in English | MEDLINE | ID: mdl-36695358

ABSTRACT

OBJECTIVE: Prior genomewide association studies have identified variation in major histocompatibility complex (MHC) class I alleles and C-C chemokine receptor type 5 gene (CCR5Δ32) as genetic predictors of viral control, especially in 'elite' controllers, individuals who remain virally suppressed in the absence of therapy. DESIGN: Cross-sectional genomewide association study. METHODS: We analyzed custom whole exome sequencing and direct human leukocyte antigen (HLA) typing from 202 antiretroviral therapy (ART)-suppressed HIV+ noncontrollers in relation to four measures of the peripheral CD4+ T-cell reservoir: HIV intact DNA, total (t)DNA, unspliced (us)RNA, and RNA/DNA. Linear mixed models were adjusted for potential covariates including age, sex, nadir CD4+ T-cell count, pre-ART HIV RNA, timing of ART initiation, and duration of ART suppression. RESULTS: Previously reported 'protective' host genetic mutations related to viral setpoint (e.g. among elite controllers) were found to predict smaller HIV reservoir size. The HLA 'protective' B∗57:01 was associated with significantly lower HIV usRNA (q = 3.3 × 10-3), and among the largest subgroup, European ancestry individuals, the CCR5Δ32 deletion was associated with smaller HIV tDNA (P = 4.3 × 10-3) and usRNA (P = 8.7 × 10-3). In addition, genomewide analysis identified several single nucleotide polymorphisms in MX1 (an interferon stimulated gene) that were significantly associated with HIV tDNA (q = 0.02), and the direction of these associations paralleled MX1 gene eQTL expression. CONCLUSIONS: We observed a significant association between previously reported 'protective' MHC class I alleles and CCR5Δ32 with the HIV reservoir size in noncontrollers. We also found a novel association between MX1 and HIV total DNA (in addition to other interferon signaling relevant genes, PPP1CB, DDX3X). These findings warrant further investigation in future validation studies.


Subject(s)
HIV Infections , HIV-1 , Interferon Type I , Humans , HIV Infections/drug therapy , HIV Infections/genetics , Alleles , CD8-Positive T-Lymphocytes , Cross-Sectional Studies , HIV-1/genetics , Histocompatibility Antigens Class I/genetics , HLA Antigens , RNA , Major Histocompatibility Complex , Receptors, Chemokine/genetics , Interferon Type I/metabolism , Viral Load , Myxovirus Resistance Proteins
19.
J Pharmacol Exp Ther ; 341(3): 725-34, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22414856

ABSTRACT

Acute kidney injury is associated with a significant inflammatory response that has been the target of renoprotection strategies. Epoxyeicosatrienoic acids (EETs) are anti-inflammatory cytochrome P450-derived eicosanoids that are abundantly produced in the kidney and metabolized by soluble epoxide hydrolase (sEH; Ephx2) to less active dihydroxyeicosatrienoic acids. Genetic disruption of Ephx2 and chemical inhibition of sEH were used to test whether the anti-inflammatory effects of EETs, and other lipid epoxide substrates of sEH, afford protection against cisplatin-induced nephrotoxicity. EET hydrolysis was significantly reduced in Ephx2(-/-) mice and was associated with an attenuation of cisplatin-induced increases in serum urea nitrogen and creatinine levels. Histological evidence of renal tubular damage and neutrophil infiltration was also reduced in the Ephx2(-/-) mice. Likewise, cisplatin had no effect on renal function, neutrophil infiltration, or tubular structure and integrity in mice treated with the potent sEH inhibitor 1-adamantan-1-yl-3-(1-methylsulfonyl-piperidin-4-yl-urea) (AR9273). Consistent with the ability of EETs to interfere with nuclear factor-κB (NF-κB) signaling, the observed renoprotection was associated with attenuation of renal NF-κB activity and corresponding decreases in the expression of tumor necrosis factor (TNF) α, TNF receptor (TNFR) 1, TNFR2, and intercellular adhesive molecule-1 before the detection of tubular injury. These data suggest that EETs or other fatty acid epoxides can attenuate cisplatin-induced kidney injury and sEH inhibition is a novel renoprotective strategy.


Subject(s)
Acute Kidney Injury/prevention & control , Antineoplastic Agents/toxicity , Cisplatin/toxicity , Epoxide Hydrolases/antagonists & inhibitors , NF-kappa B/metabolism , 8,11,14-Eicosatrienoic Acid/metabolism , Acute Kidney Injury/chemically induced , Acute Kidney Injury/enzymology , Adamantane/analogs & derivatives , Adamantane/pharmacology , Animals , Blood Urea Nitrogen , Creatinine/blood , Enzyme Inhibitors/pharmacology , Epoxide Hydrolases/genetics , Intercellular Adhesion Molecule-1/metabolism , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Real-Time Polymerase Chain Reaction , Signal Transduction/drug effects , Tumor Necrosis Factor-alpha/metabolism
20.
Basic Clin Pharmacol Toxicol ; 130 Suppl 1: 60-74, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34481421

ABSTRACT

Chemotherapy-induced peripheral neuropathy (CIPN) is a common dose-limiting toxicity that affects 30%-40% of patients undergoing cancer treatment. Although multiple mechanisms of chemotherapy-induced neurotoxicity have been described in preclinical models, these have not been translated into widely effective strategies for the prevention or treatment of CIPN. Predictive biomarkers to inform therapeutic approaches are also lacking. Recent studies have examined genetic risk factors associated with CIPN susceptibility. This review provides an overview of the clinical and pathologic features of CIPN and summarizes efforts to identify target pathways through genetic and functional studies. Structurally and mechanistically diverse chemotherapeutics are associated with CIPN; however, the current review is focused on microtubule-targeting agents since these are the focus of most pharmacogenetic association and functional studies of CIPN. Genome-wide pharmacogenetic association studies are useful tools to identify not only causative genes and genetic variants but also genetic networks implicated in drug response or toxicity and have been increasingly applied to investigations of CIPN. Induced pluripotent stem cell-derived models of human sensory neurons are especially useful to understand the mechanistic significance of genomic findings. Combined genetic and functional genomic efforts to understand CIPN hold great promise for developing therapeutic approaches for its prevention and treatment.


Subject(s)
Antineoplastic Agents/adverse effects , Peripheral Nervous System Diseases/chemically induced , Pharmacogenetics , Animals , Antineoplastic Agents/pharmacology , Dose-Response Relationship, Drug , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Microtubules/drug effects , Microtubules/metabolism , Peripheral Nervous System Diseases/genetics , Peripheral Nervous System Diseases/physiopathology , Risk Factors
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