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1.
Expert Opin Drug Discov ; 19(4): 493-506, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38407117

ABSTRACT

INTRODUCTION: Inhaled drugs offer advantages for the treatment of respiratory diseases over oral drugs by delivering the drug directly to the lung, thus improving the therapeutic index. There is an unmet medical need for novel therapies for lung diseases, exacerbated by a multitude of challenges for the design of inhaled small molecule drugs. AREAS COVERED: The authors review the challenges and opportunities for the design of inhaled drugs for respiratory diseases with a focus on new target discovery, medicinal chemistry, and pharmacokinetic, pharmacodynamic, and toxicological evaluation of drug candidates. EXPERT OPINION: Inhaled drug discovery is facing multiple unique challenges. Novel biological targets are scarce, as is the guidance for medicinal chemistry teams to design compounds with inhalation-compatible features. It is exceedingly difficult to establish a PK/PD relationship given the complexity of pulmonary PK and the impact of physical properties of the drug substance on PK. PK, PD and toxicology studies are technically challenging and require large amounts of drug substance. Despite the current challenges, the authors foresee that the design of inhaled drugs will be facilitated in the future by our increasing understanding of pathobiology, emerging medicinal chemistry guidelines, advances in drug formulation, PBPK models, and in vitro toxicology assays.


Subject(s)
Lung Diseases , Respiratory Tract Diseases , Humans , Respiratory Tract Diseases/drug therapy , Administration, Inhalation , Lung Diseases/drug therapy , Drug Discovery
2.
Biopharm Drug Dispos ; 44(4): 315-334, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37160730

ABSTRACT

The quantitative prediction of human pharmacokinetics (PK) including the PK profile and key PK parameters are critical for early drug development decisions, successful phase I clinical trials, and the establishment of a range of doses to enable phase II clinical dose selection. Here, we describe an approach employing physiologically based pharmacokinetic (PBPK) modeling (Simcyp) to predict human PK and to validate its performance through retrospective analysis of 18 Genentech compounds for which clinical data are available. In short, physicochemical parameters and in vitro data for preclinical species were integrated using PBPK modeling to predict the in vivo PK observed in mouse, rat, dog, and cynomolgus monkey. Through this process, the in vitro to in vivo extrapolation (IVIVE) was determined and then incorporated into PBPK modeling in order to predict human PK. Overall, the prediction obtained using this PBPK-IVIVE approach captured the observed human PK profiles of the compounds from the dataset well. The predicted Cmax was within 2-fold of the observed Cmax for 94% of the compounds while the predicted area under the curve (AUC) was within 2-fold of the observed AUC for 72% of the compounds. Additionally, important IVIVE trends were revealed through this investigation, including application of scaling factors determined from preclinical IVIVE to human PK prediction for each molecule. Based upon the analysis, this PBPK-based approach now serves as a practical strategy for human PK prediction at the candidate selection stage at Genentech.


Subject(s)
Interdisciplinary Placement , Humans , Rats , Mice , Animals , Dogs , Retrospective Studies , Macaca fascicularis , Models, Biological , Area Under Curve , Pharmacokinetics
3.
Clin Transl Sci ; 12(4): 416-423, 2019 07.
Article in English | MEDLINE | ID: mdl-30821899

ABSTRACT

Cytochrome P450 2D6 (CYP2D6) is a major drug-metabolizing enzyme that exhibits large interindividual variability. Recent studies suggest that differential transcriptional regulation of CYP2D6 in part may be responsible for the variability. In this study, we characterized potential determinants of CYP 2D6  transcript levels in healthy human liver tissue samples (n = 115), including genetic polymorphisms in CYP2D6 and the genes encoding transcription regulators for CYP2D6 expression; mRNA expression of the transcription factors and their known target genes; and hepatic levels of bile acids and retinoids, agents that modulate the expression/activity of the transcription factors. Their associations with CYP2D6 mRNA levels in the tissues were examined. Results from multivariable linear regression analysis revealed CYP8B1 mRNA level and rs3892097, the single- nucleotide polymorphism defining the nonfunctional CYP2D6*4 allele, as the two most significant predictors of CYP2D6 mRNA levels in the liver tissue samples, explaining 30% of the variability.


Subject(s)
Cytochrome P-450 CYP2D6/genetics , Liver/enzymology , Bile Acids and Salts/metabolism , Cytochrome P-450 CYP2D6/metabolism , Female , Gene Dosage , Humans , Male , Middle Aged , Polymorphism, Genetic , RNA, Messenger/genetics , RNA, Messenger/metabolism , Regression Analysis , Tretinoin/metabolism
4.
J Bacteriol ; 201(2)2019 01 15.
Article in English | MEDLINE | ID: mdl-30373755

ABSTRACT

By screening a collection of Salmonella mutants deleted for genes encoding small proteins of ≤60 amino acids, we identified three paralogous small genes (ymdF, STM14_1829, and yciG) required for wild-type flagellum-dependent swimming and swarming motility. The ymdF, STM14_1829, and yciG genes encode small proteins of 55, 60, and 60 amino acid residues, respectively. A bioinformatics analysis predicted that these small proteins are intrinsically disordered proteins, and circular dichroism analysis of purified recombinant proteins confirmed that all three proteins are unstructured in solution. A mutant deleted for STM14_1829 showed the most severe motility defect, indicating that among the three paralogs, STM14_1829 is a key protein required for wild-type motility. We determined that relative to the wild type, the expression of the flagellin protein FliC is lower in the ΔSTM14_1829 mutant due to the downregulation of the flhDC operon encoding the FlhDC master regulator. By comparing the gene expression profiles between the wild-type and ΔSTM14_1829 strains via RNA sequencing, we found that the gene encoding the response regulator PhoP is upregulated in the ΔSTM14_1829 mutant, suggesting the indirect repression of the flhDC operon by the activated PhoP. Homologs of STM14_1829 are conserved in a wide range of bacteria, including Escherichia coli and Pseudomonas aeruginosa We showed that the inactivation of STM14_1829 homologs in E. coli and P. aeruginosa also alters motility, suggesting that this family of small intrinsically disordered proteins may play a role in the cellular pathway(s) that affects motility.IMPORTANCE This study reports the identification of a novel family of small intrinsically disordered proteins that are conserved in a wide range of flagellated and nonflagellated bacteria. Although this study identifies the role of these small proteins in the scope of flagellum-dependent motility in Salmonella, they likely play larger roles in a more conserved cellular pathway(s) that indirectly affects flagellum expression in the case of motile bacteria. Small intrinsically disordered proteins have not been well characterized in prokaryotes, and the results of our study provide a basis for their detailed functional characterization.


Subject(s)
Bacterial Proteins/metabolism , Flagella/physiology , Intrinsically Disordered Proteins/metabolism , Locomotion , Salmonella enterica/physiology , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Circular Dichroism , Escherichia coli/genetics , Escherichia coli/physiology , Gene Deletion , Gene Expression Profiling , Intrinsically Disordered Proteins/chemistry , Intrinsically Disordered Proteins/genetics , Pseudomonas aeruginosa/genetics , Pseudomonas aeruginosa/physiology , Salmonella enterica/genetics
5.
Clin Pharmacol Ther ; 104(5): 974-982, 2018 11.
Article in English | MEDLINE | ID: mdl-29349771

ABSTRACT

CYP2D6 genetic polymorphisms are considered a major contributor to the large interindividual variability in CYP2D6-mediated drug metabolism, but fail to explain a significant portion of the variability. The aim of this study was to assess the ability of the CYP2D6 activity score (AS) estimated from CYP2D6 genotype to predict CYP2D6 expression and enzyme activity. The CYP2D6 gene region was sequenced in 115 healthy human liver tissue samples to determine their CYP2D6 AS. Additionally, CYP2D6 enzyme activity, protein, and mRNA levels were estimated. CYP2D6 AS explained 23% of the interindividual variability in CYP2D6 activity, but only 7.5% in tissues assigned AS 1-2. The CYP2D6 protein level was found to be the major determinant of CYP2D6 activity, explaining 59% of variability. These findings suggest that while CYP2D6 AS is a good predictor of poor metabolizer phenotype, additional nongenetic factors may govern the rate of CYP2D6-mediated metabolism in those without the poor metabolizer phenotype.


Subject(s)
Biological Variation, Individual , Cytochrome P-450 CYP2D6/metabolism , Liver/enzymology , Adult , Blotting, Western , Chromatography, Liquid , Cytochrome P-450 CYP2D6/genetics , Dextromethorphan/metabolism , Female , Gene Expression Regulation, Enzymologic , Gene Frequency , Genotype , Healthy Volunteers , High-Throughput Nucleotide Sequencing , Humans , Kinetics , Male , Middle Aged , Pharmacogenomic Variants , Phenotype , Polymorphism, Single Nucleotide , RNA, Messenger/genetics , RNA, Messenger/metabolism , Substrate Specificity , Tandem Mass Spectrometry
6.
Drug Metab Dispos ; 45(7): 707-711, 2017 07.
Article in English | MEDLINE | ID: mdl-28442500

ABSTRACT

Medical conditions accompanying obesity often require drug therapy, but whether and how obesity alters the expression of drug-metabolizing enzymes and thus drug pharmacokinetics is poorly defined. Previous studies have shown that high-fat diet (HFD) feeding and subsequent obesity in mice lead to altered expression of transcriptional regulators for cytochrome P450 CYP2D6, including hepatocyte nuclear factor 4α (HNF4α, a transcriptional activator of CYP2D6) and small heterodimer partner (SHP, a transcriptional repressor of CYP2D6). The objective of this study was to examine whether diet-induced obesity alters CYP2D6 expression by modulating HNF4α and SHP expression. Male CYP2D6-humanized transgenic (Tg-CYP2D6) mice were fed with HFD or matching control diet for 18 weeks. Hepatic mRNA expression of CYP2D6 decreased to a small extent in the HFD group (by 31%), but the differences in CYP2D6 protein and activity levels in hepatic S9 fractions were found insignificant between the groups. Although hepatic SHP expression did not differ between the groups, HNF4α mRNA and protein levels decreased by ∼30% in the HFD group. Among major mouse endogenous cytochrome P450 genes, Cyp1a2 and Cyp2c37 showed significant decreases in the HFD group, whereas Cyp2e1 expression did not differ between groups. Cyp2b10 and Cyp3a11 expression was higher in the HFD group, with corresponding 2.9-fold increases in hepatic CYP3A activities in HFD-fed mice. Together, these results suggest that obesity has minimal effects on CYP2D6-mediated drug metabolism, although it modulates the expression of mouse endogenous P450s in a gene-specific manner.


Subject(s)
Inactivation, Metabolic/physiology , Liver/enzymology , Liver/metabolism , Animals , Cytochrome P-450 Enzyme System/metabolism , Diet, High-Fat/methods , Gene Expression Regulation/physiology , Hepatocyte Nuclear Factor 4/metabolism , Male , Metabolic Clearance Rate/physiology , Mice , Mice, Transgenic , Obesity/metabolism , RNA, Messenger/metabolism , Transcription, Genetic/physiology
7.
Drug Metab Dispos ; 45(1): 42-48, 2017 01.
Article in English | MEDLINE | ID: mdl-27698228

ABSTRACT

CYP2D6-mediated drug metabolism exhibits large interindividual variability. Although genetic variations in the CYP2D6 gene are well known contributors to the variability, the sources of CYP2D6 variability in individuals of the same genotype remain unexplained. Accumulating data indicate that transcriptional regulation of CYP2D6 may account for part of CYP2D6 variability. Yet, our understanding of factors governing transcriptional regulation of CYP2D6 is limited. Recently, mechanistic studies of increased CYP2D6-mediated drug metabolism in pregnancy revealed two transcription factors, small heterodimer partner (SHP) and Krüppel-like factor 9, as a transcriptional repressor and an activator, respectively, of CYP2D6. Chemicals that increase SHP expression (e.g., retinoids and activators of farnesoid X receptor) were shown to downregulate CYP2D6 expression in the humanized mice as well as in human hepatocytes. This review summarizes the series of studies on the transcriptional regulation of CYP2D6 expression, potentially providing a basis to better understand the large interindividual variability in CYP2D6-mediated drug metabolism.


Subject(s)
Cytochrome P-450 CYP2D6/genetics , Gene Expression Regulation, Enzymologic , Kruppel-Like Transcription Factors/metabolism , Pharmaceutical Preparations/metabolism , Receptors, Cytoplasmic and Nuclear/metabolism , Animals , Cytochrome P-450 CYP2D6/biosynthesis , Drug Interactions , Enzyme Induction , Female , Gene Expression Regulation, Enzymologic/drug effects , Gene Expression Regulation, Enzymologic/genetics , Humans , Polymorphism, Single Nucleotide , Pregnancy/metabolism
8.
Acta Pharm Sin B ; 6(5): 504-509, 2016 Sep.
Article in English | MEDLINE | ID: mdl-27709019

ABSTRACT

UDP-glucuronosyltransferase 1A9 (UGT1A9) is a major phase II enzyme responsible for elimination of drugs and endogenous molecules. Clinical data have shown increased elimination of UGT1A9 substrates in pregnant women or oral contraceptive users, but the role of estrogen in the regulation of UGT1A9 expression remains unknown. In this study, we investigated the effect of 17ß-estradiol (E2) on UGT1A9 expression and the role of ERα in the transcriptional regulation of UGT1A9. E2 significantly increased UGT1A9 promoter activity in HepG2 cells in the presence of ERα. UGT1A9 induction by E2 was abrogated by antiestrogen ICI182,780 in HepG2 cells that constitutively express ERα. Results from transient transfection of ERα mutants into HepG2 cells demonstrated that mutation at DNA-binding domain of ERα abrogates increased UGT1A9 promoter activity by E2. Deletion and mutation assays of UGT1A9 promoter revealed a putative ERE located within -2262/-1987 region. Examination of healthy human liver tissues revealed significantly higher UGT1A9 expression in women as compared to men. Together, these findings provide a mechanistic basis for the previous clinical reports and may shed a light on identifying sources for inter-individual variability in UGT1A9-mediated drug metabolism.

9.
Biochem Pharmacol ; 94(1): 46-52, 2015 Mar 01.
Article in English | MEDLINE | ID: mdl-25598084

ABSTRACT

We have recently reported that transactivation of cytochrome P450 (CYP) 2D6 promoter by hepatocyte nuclear factor (HNF) 4α is enhanced during pregnancy, and this is triggered in part by altered expression of small heterodimer partner (SHP) and Krüppel-like factor 9 (KLF9). The objective of this study is to determine whether this is conserved for mouse endogenous Cyp2d gene(s). Among the eight Cyp2d homologs of mouse we examined, only Cyp2d40 expression was found induced (by 6-fold) at term pregnancy as compared to pre-pregnancy level. In mice where hepatic Hnf4α was knocked-down, the pregnancy-mediated increase in Cyp2d40 expression was abrogated. Results from transient transfection, promoter reporter assays, and electrophoretic mobility shift assays indicated that HNF4α transactivates Cyp2d40 promoter via direct binding to -117/-105 of the gene. Chromatin immunoprecipitation assay showed a 2.3-fold increase in HNF4α recruitment to Cyp2d40 promoter during pregnancy. Results from mice treated with an SHP inducer (i.e., GW4064) and HepG2 cells co-transfected with KLF9 suggest that neither SHP nor KLF9 is involved in the increased HNF4α transactivation of Cyp2d40 promoter during pregnancy. Together, our results indicate that while the underlying molecular mechanism is different from that for CYP2D6, Cyp2d40 is induced during pregnancy through enhanced transactivation by HNF4α.


Subject(s)
Cytochrome P-450 Enzyme System/genetics , Hepatocyte Nuclear Factor 4/genetics , Promoter Regions, Genetic , Transcriptional Activation , Animals , Cytochrome P-450 Enzyme System/metabolism , Female , Genes, Reporter , HEK293 Cells , Hep G2 Cells , Hepatocyte Nuclear Factor 4/metabolism , Humans , Isoenzymes/genetics , Isoenzymes/metabolism , Isoxazoles/pharmacology , Kruppel-Like Transcription Factors/genetics , Kruppel-Like Transcription Factors/metabolism , Luciferases/genetics , Luciferases/metabolism , Mice , Mice, Transgenic , Pregnancy , Receptors, Cytoplasmic and Nuclear/agonists , Receptors, Cytoplasmic and Nuclear/genetics , Receptors, Cytoplasmic and Nuclear/metabolism , Signal Transduction
10.
Drug Metab Dispos ; 42(4): 796-802, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24492894

ABSTRACT

Sulfotransferase (SULT) 2A1 catalyzes sulfonation of drugs and endogenous compounds and plays an important role in xenobiotic metabolism as well as in the maintenance of steroid and lipid homeostasis. A recent study showed that 17ß-estradiol (E2) increases the mRNA levels of SULT2A1 in human hepatocytes. Here we report the underlying molecular mechanisms. E2 enhanced SULT2A1 expression in human hepatocytes and HepG2-ER cells (HepG2 stably expressing ERα). SULT2A1 induction by E2 was abrogated by antiestrogen ICI 182,780, indicating a key role of ERα in the induction. Results from deletion and mutation assays of SULT2A1 promoter revealed three cis-elements located within -257/+140 region of SULT2A1 that are potentially responsible for the induction. Chromatin immunoprecipitation assay verified the recruitment of ERα to the promoter region. Electrophoretic mobility shift assays revealed that AP-1 proteins bind to one of the cis-elements. Interestingly, SULT2A1 promoter assays using ERα mutants revealed that the DNA-binding domain of ERα is indispensable for SULT2A1 induction by E2, suggesting that direct ERα binding to the SULT2A1 promoter is also necessary for the induction. Taken together, our results indicate that E2 enhances SULT2A1 expression by both the classical and nonclassical mechanisms of ERα action.


Subject(s)
Estradiol/pharmacology , Estrogen Receptor alpha/metabolism , Hepatocytes/drug effects , Sulfotransferases/biosynthesis , Blotting, Western , Cell Culture Techniques , Chromatin Immunoprecipitation , Electrophoretic Mobility Shift Assay , Enzyme Induction , Estrogen Receptor alpha/genetics , Hep G2 Cells , Hepatocytes/enzymology , Hepatocytes/metabolism , Humans , Mutation , Promoter Regions, Genetic , Protein Binding , Reverse Transcriptase Polymerase Chain Reaction , Sulfotransferases/genetics , Transfection , Up-Regulation
11.
Acta Pharmacol Sin ; 33(1): 127-36, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22212433

ABSTRACT

AIM: To develop a pharmacokinetic/pharmacodynamic (PK/PD) model describing the receptor/gene-mediated induction of CYP3A1/2 by dexamethasone (DEX) in rats. METHODS: A group of male Sprague-Dawley rats receiving DEX (100 mg/kg, ip) were sacrificed at various time points up to 60 h post-treatment. Their blood sample and liver were collected. The plasma concentration of DEX was determined with a reverse phase HPLC method. CYP3A1/2 mRNA, protein levels and enzyme activity were measured using RT-PCR, ELISA and the testosterone substrate assay, respectively. Data analyses were performed using a first-order conditional estimate (FOCE) with INTERACTION method in NONMEM version 7.1.2. RESULTS: A two-compartment model with zero-order absorption was applied to describe the pharmacokinetic characteristics of DEX. Systemic clearance, the apparent volume of distribution and the duration of zero-order absorption were calculated to be 172.7 mL·kg(-1)·h(-1), 657.4 mL/kg and 10.47 h, respectively. An indirect response model with a series of transit compartments was developed to describe the induction of CYP3A1/2 via PXR transactivation by DEX. The maximum induction of CYP3A1 and CYP3A2 mRNA levels was achieved, showing nearly 21.29- and 8.67-fold increases relative to the basal levels, respectively. The CYP3A1 and CYP3A2 protein levels were increased by 8.02-fold and 2.49-fold, respectively. The total enzyme activities of CYP3A1/2 were shown to increase by up to 2.79-fold, with a lag time of 40 h from the Tmax of the DEX plasma concentration. The final PK/PD model was able to recapitulate the delayed induction of CYP3A1/2 mRNA, protein and enzyme activity by DEX. CONCLUSION: A mechanism-based PK/PD model was developed to characterize the complex concentration-induction response relationship between DEX and CYP3A1/2 and to resolve the drug- and system-specific PK/PD parameters for the course of induction.


Subject(s)
Cytochrome P-450 CYP3A/metabolism , Dexamethasone/pharmacology , Dexamethasone/pharmacokinetics , Enzyme Induction/drug effects , Isoenzymes/metabolism , Models, Biological , Animals , Cytochrome P-450 CYP3A/genetics , Dexamethasone/blood , Humans , Isoenzymes/genetics , Male , RNA, Messenger/genetics , RNA, Messenger/metabolism , Random Allocation , Rats , Rats, Sprague-Dawley
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