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1.
AAPS J ; 26(3): 38, 2024 03 28.
Artículo en Inglés | MEDLINE | ID: mdl-38548986

RESUMEN

Hepatocytes are one of the most physiologically relevant in vitro liver systems for human translation of clearance and drug-drug interactions (DDI). However, the cell membranes of hepatocytes can limit the entry of certain compounds into the cells for metabolism and DDI. Passive permeability through hepatocytes can be different in vitro and in vivo, which complicates the human translation. Permeabilized hepatocytes offer a useful tool to probe mechanistic understanding of permeability-limited metabolism and DDI. Incubation with saponin of 0.01% at 0.5 million cells/mL and 0.05% at 5 million cells/mL for 5 min at 37°C completely permeabilized the plasma membrane of hepatocytes, while leaving the membranes of subcellular organelles intact. Permeabilized hepatocytes maintained similar enzymatic activity as intact unpermeabilized hepatocytes and can be stored at -80°C for at least 7 months. This approach reduces costs by preserving leftover hepatocytes. The relatively low levels of saponin in permeabilized hepatocytes had no significant impact on the enzymatic activity. As the cytosolic contents leak out from permeabilized hepatocytes, cofactors need to be added to enable metabolic reactions. Cytosolic enzymes will no longer be present if the media are removed after cells are permeabilized. Hence permeabilized hepatocytes with and without media removal may potentially enable reaction phenotyping of cytosolic enzymes. Although permeabilized hepatocytes work similarly as human liver microsomes and S9 fractions experimentally requiring addition of cofactors, they behave more like hepatocytes maintaining enzymatic activities for over 4 h. Permeabilized hepatocytes are a great addition to the drug metabolism toolbox to provide mechanistic insights.


Asunto(s)
Hígado , Saponinas , Humanos , Hígado/metabolismo , Hepatocitos/metabolismo , Descubrimiento de Drogas , Microsomas Hepáticos , Saponinas/farmacología , Saponinas/metabolismo
2.
ACS Med Chem Lett ; 14(10): 1427-1433, 2023 Oct 12.
Artículo en Inglés | MEDLINE | ID: mdl-37849537

RESUMEN

Diacylglycerol O-acyltransferase 2 (DGAT2) inhibitors have been shown to lower liver triglyceride content and are being explored clinically as a treatment for non-alcoholic steatohepatitis (NASH). This work details efforts to find an extended-half-life DGAT2 inhibitor. A basic moiety was added to a known inhibitor template, and the basicity and lipophilicity were fine-tuned by the addition of electrophilic fluorines. A weakly basic profile was required to find an appropriate balance of potency, clearance, and permeability. This work culminated in the discovery of PF-07202954 (12), a weakly basic DGAT2 inhibitor that has advanced to clinical studies. This molecule displays a higher volume of distribution and longer half-life in preclinical species, in keeping with its physicochemical profile, and lowers liver triglyceride content in a Western-diet-fed rat model.

3.
Mol Pharm ; 20(11): 5616-5630, 2023 11 06.
Artículo en Inglés | MEDLINE | ID: mdl-37812508

RESUMEN

Accurate prediction of human pharmacokinetics (PK) remains one of the key objectives of drug metabolism and PK (DMPK) scientists in drug discovery projects. This is typically performed by using in vitro-in vivo extrapolation (IVIVE) based on mechanistic PK models. In recent years, machine learning (ML), with its ability to harness patterns from previous outcomes to predict future events, has gained increased popularity in application to absorption, distribution, metabolism, and excretion (ADME) sciences. This study compares the performance of various ML and mechanistic models for the prediction of human IV clearance for a large (645) set of diverse compounds with literature human IV PK data, as well as measured relevant in vitro end points. ML models were built using multiple approaches for the descriptors: (1) calculated physical properties and structural descriptors based on chemical structure alone (classical QSAR/QSPR); (2) in vitro measured inputs only with no structure-based descriptors (ML IVIVE); and (3) in silico ML IVIVE using in silico model predictions for the in vitro inputs. For the mechanistic models, well-stirred and parallel-tube liver models were considered with and without the use of empirical scaling factors and with and without renal clearance. The best ML model for the prediction of in vivo human intrinsic clearance (CLint) was an in vitro ML IVIVE model using only six in vitro inputs with an average absolute fold error (AAFE) of 2.5. The best mechanistic model used the parallel-tube liver model, with empirical scaling factors resulting in an AAFE of 2.8. The corresponding mechanistic model with full in silico inputs achieved an AAFE of 3.3. These relative performances of the models were confirmed with the prediction of 16 Pfizer drug candidates that were not part of the original data set. Results show that ML IVIVE models are comparable to or superior to their best mechanistic counterparts. We also show that ML IVIVE models can be used to derive insights into factors for the improvement of mechanistic PK prediction.


Asunto(s)
Líquidos Corporales , Humanos , Simulación por Computador , Descubrimiento de Drogas , Cinética , Aprendizaje Automático , Modelos Biológicos , Tasa de Depuración Metabólica
4.
Mol Pharm ; 20(6): 3020-3032, 2023 06 05.
Artículo en Inglés | MEDLINE | ID: mdl-37134201

RESUMEN

Drug interactions involving the inhibition of hepatic organic anion transporting polypeptides (OATPs) 1B1 and OATP1B3 are considered important. Therefore, we sought to study various sulfated bile acids (BA-S) as potential clinical OATP1B1/3 biomarkers. It was determined that BA-S [e.g., glycochenodeoxycholic acid 3-O-sulfate (GCDCA-S) and glycodeoxycholic acid 3-O-sulfate (GDCA-S)] are substrates of OATP1B1, OATP1B3, and sodium-dependent taurocholic acid cotransporting polypeptide (NTCP) transfected into human embryonic kidney 293 cells, with minimal uptake evident for other solute carriers (SLCs) like OATP2B1, organic anion transporter 2, and organic cation transporter 1. It was also shown that BA-S uptake by plated human hepatocytes (PHH) was inhibited (≥96%) by a pan-SLC inhibitor (rifamycin SV), and there was greater inhibition (≥77% versus ≤12%) with rifampicin (OATP1B1/3-selective inhibitor) than a hepatitis B virus myristoylated-preS1 peptide (NTCP-selective inhibitor). Estrone 3-sulfate was also used as an OATP1B1-selective inhibitor. In this instance, greater inhibition was observed with GDCA-S (76%) than GCDCA-S (52%). The study was expanded to encompass the measurement of GCDCA-S and GDCA-S in plasma of SLCO1B1 genotyped subjects. The geometric mean GDCA-S concentration was 2.6-fold (90% confidence interval 1.6, 4.3; P = 2.1 × 10-4) and 1.3-fold (1.1, 1.7; P = 0.001) higher in individuals homozygous and heterozygous for the SLCO1B1 c.521T > C loss-of-function allele, respectively. For GCDCA-S, no significant difference was noted [1.2-fold (0.8, 1.7; P = 0.384) and 0.9-fold (0.8, 1.1; P = 0.190), respectively]. This supported the in vitro data indicating that GDCA-S is a more OATP1B1-selective substrate (versus GCDCA-S). It is concluded that GCDCA-S and GDCA-S are viable plasma-based OATP1B1/3 biomarkers, but they are both less OATP1B1-selective when compared to their corresponding 3-O-glucuronides (GCDCA-3G and GDCA-3G). Additional studies are needed to determine their utility versus more established biomarkers, such as coproporphyrin I, for assessing inhibitors with different OATP1B1 (versus OATP1B3) inhibition signatures.


Asunto(s)
Transportadores de Anión Orgánico , Humanos , Transportadores de Anión Orgánico/genética , Transportadores de Anión Orgánico/metabolismo , Sulfatos , Miembro 1B3 de la Familia de los Transportadores de Solutos de Aniones Orgánicos/metabolismo , Transportador 1 de Anión Orgánico Específico del Hígado/genética , Transportador 1 de Anión Orgánico Específico del Hígado/metabolismo , Ácidos y Sales Biliares , Transporte Biológico/fisiología , Biomarcadores/metabolismo , Transportadores de Anión Orgánico Sodio-Independiente/metabolismo
5.
J Med Chem ; 65(22): 15000-15013, 2022 11 24.
Artículo en Inglés | MEDLINE | ID: mdl-36322383

RESUMEN

Discovery efforts leading to the identification of ervogastat (PF-06865571), a systemically acting diacylglycerol acyltransferase (DGAT2) inhibitor that has advanced into clinical trials for the treatment of non-alcoholic steatohepatitis (NASH) with liver fibrosis, are described herein. Ervogastat is a first-in-class DGAT2 inhibitor that addressed potential development risks of the prototype liver-targeted DGAT2 inhibitor PF-06427878. Key design elements that culminated in the discovery of ervogastat are (1) replacement of the metabolically labile motif with a 3,5-disubstituted pyridine system, which addressed potential safety risks arising from a cytochrome P450-mediated O-dearylation of PF-06427878 to a reactive quinone metabolite precursor, and (2) modifications of the amide group to a 3-THF group, guided by metabolite identification studies coupled with property-based drug design.


Asunto(s)
Diacilglicerol O-Acetiltransferasa , Enfermedad del Hígado Graso no Alcohólico , Humanos , Diseño de Fármacos , Cirrosis Hepática , Enfermedad del Hígado Graso no Alcohólico/tratamiento farmacológico
6.
J Pharm Sci ; 110(4): 1799-1823, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33338491

RESUMEN

Volume of distribution at steady state (Vss) is an important pharmacokinetic parameter of a drug candidate. In this study, Vss prediction accuracy was evaluated by using: (1) seven methods for rat with 56 compounds, (2) four methods for human with 1276 compounds, and (3) four in vivo methods and three Kp (partition coefficient) scalar methods from scaling of three preclinical species with 125 compounds. The results showed that the global QSAR models outperformed the PBPK methods. Tissue fraction unbound (fu,t) method with adipose and muscle also provided high Vss prediction accuracy. Overall, the high performing methods for human Vss prediction are the global QSAR models, Øie-Tozer and equivalency methods from scaling of preclinical species, as well as PBPK methods with Kp scalar from preclinical species. Certain input parameter ranges rendered PBPK models inaccurate due to mass balance issues. These were addressed using appropriate theoretical limit checks. Prediction accuracy of tissue Kp were also examined. The fu,t method predicted Kp values more accurately than the PBPK methods for adipose, heart and muscle. All the methods overpredicted brain Kp and underpredicted liver Kp due to transporter effects. Successful Vss prediction involves strategic integration of in silico, in vitro and in vivo approaches.


Asunto(s)
Modelos Biológicos , Relación Estructura-Actividad Cuantitativa , Animales , Humanos , Farmacocinética , Fenómenos Físicos , Ratas
7.
Drug Metab Dispos ; 48(12): 1350-1363, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-33020067

RESUMEN

Ertugliflozin is primarily cleared through UDP-glucurosyltransferase (UGT)-mediated metabolism (86%) with minor oxidative clearance (12%). In vitro phenotyping involved enzyme kinetic characterization of UGTs or cytochrome P450 enzymes catalyzing formation of the major 3-O-ß-glucuronide (M5c) and minor 2-O-ß-glucuronide (M5a), monohydroxylated ertugliflozin (M1 and M3), and des-ethyl ertugliflozin (M2) metabolites in human liver microsomes (HLMs). Fractional clearance (fCL) from HLM intrinsic clearance (CLint) indicated a major role for glucuronidation (fCL 0.96; CLint 37 µl/min per milligram) versus oxidative metabolism (fCL 0.04; CLint 1.64 µl/min per milligram). Substrate concentration at half-maximal velocity (Km), maximal rate of metabolism (Vmax), and CLint for M5c and M5a formation were 10.8 µM, 375 pmol/min per milligram, and 34.7 µl/min per milligram and 41.7 µM, 94.9 pmol/min per milligram, and 2.28 µl/min per milligram, respectively. Inhibition of HLM CLint with 10 µM digoxin or tranilast (UGT1A9) and 3 µM 16ß-phenyllongifolol (UGT2B7/UGT2B4) resulted in fraction metabolism (fm) estimates of 0.81 and 0.19 for UGT1A9 and UGT2B7/UGT2B4, respectively. Relative activity factor scaling of recombinant enzyme kinetics provided comparable fm for UGT1A9 (0.86) and UGT2B7 (0.14). Km and Vmax for M1, M2, and M3 formation ranged 73.0-93.0 µM and 24.3-116 pmol/min per milligram, respectively, and was inhibited by ketoconazole (M1, M2, and M3) and montelukast (M2). In summary, ertugliflozin metabolism in HLMs was primarily mediated by UGT1A9 (78%) with minor contributions from UGT2B7/UGT2B4 (18%), CYP3A4 (3.4%), CYP3A5 (0.4%), and CYP2C8 (0.16%). Considering higher ertugliflozin oxidative metabolism (fCL 0.12) obtained from human mass balance, human systemic clearance is expected to be mediated by UGT1A9 (70%), UGT2B7/UGT2B4 (16%), CYP3A4 (10%), CYP3A5 (1.2%), CYP2C8 (0.5%), and renal elimination (2%). SIGNIFICANCE STATEMENT: This manuscript describes the use of orthogonal approaches (i.e., enzyme kinetics, chemical inhibitors, and recombinant enzymes) to characterize the fraction of ertugliflozin metabolism through various UDP-glucuronosyltransferase (UGT) and cytochrome P450 (CYP) enzyme-mediated pathways. Phenotyping approaches routinely used to characterize CYP hepatic fractional metabolism (fm) to estimate specific enzymes contributing to overall systemic clearance were similarly applied for UGT-mediated metabolism. Defining the in vitro metabolic disposition and fm for ertugliflozin allows risk assessment when considering potential victim-based drug-drug interactions perpetrated by coadministered drugs.


Asunto(s)
Compuestos Bicíclicos Heterocíclicos con Puentes/farmacocinética , Sistema Enzimático del Citocromo P-450/metabolismo , Glucuronosiltransferasa/metabolismo , Inhibidores Enzimáticos del Citocromo P-450/farmacología , Interacciones Farmacológicas , Pruebas de Enzimas , Glucuronosiltransferasa/antagonistas & inhibidores , Eliminación Hepatobiliar/efectos de los fármacos , Humanos , Microsomas Hepáticos , Proteínas Recombinantes/metabolismo
8.
Eur J Med Chem ; 185: 111813, 2020 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-31732255

RESUMEN

Unbound tissue-to-plasma partition coefficients (Kpuu) were determined for 56 structurally diverse compounds in rats following intravenous infusion. Five tissues were included in the study: white adipose, brain, heart, liver, and skeletal muscle. The rank ordering of the median tissue Kpuu values was: liver (4.5) > heart (1.8) > adipose (1.2) > skeletal muscle (0.6) > brain (0.05), with liver being most enriched and brain most impaired. The median Kpuu values of acids and zwitterions were lower than those of bases and neutrals in all tissues but liver. Selective tissue distribution was observed, dependent upon chemotype, which demonstrated the feasibility of targeting or restricting drug exposure in certain tissues through rational design. Physicochemical attributes for Kpuu were identified using recursive partitioning, which further classified compounds with enriched or impaired tissue distribution. The attributes identified provided valuable insight on design principles for asymmetric tissue distribution to improve efficacy or reduce toxicity.


Asunto(s)
Compuestos Orgánicos/farmacocinética , Preparaciones Farmacéuticas/química , Animales , Relación Dosis-Respuesta a Droga , Infusiones Intravenosas , Masculino , Modelos Moleculares , Estructura Molecular , Compuestos Orgánicos/administración & dosificación , Compuestos Orgánicos/química , Preparaciones Farmacéuticas/administración & dosificación , Ratas , Ratas Wistar , Relación Estructura-Actividad , Distribución Tisular
9.
J Med Chem ; 61(24): 11384-11397, 2018 12 27.
Artículo en Inglés | MEDLINE | ID: mdl-30431269

RESUMEN

The discovery of D1 subtype-selective agonists with drug-like properties has been an enduring challenge for the greater part of 40 years. All known D1-selective agonists are catecholamines that bring about receptor desensitization and undergo rapid metabolism, thus limiting their utility as a therapeutic for chronic illness such as schizophrenia and Parkinson's disease. Our high-throughput screening efforts on D1 yielded a single non-catecholamine hit PF-4211 (6) that was developed into a series of potent D1 receptor agonist leads with high oral bioavailability and CNS penetration. An important structural feature of this series is the locked biaryl ring system resulting in atropisomerism. Disclosed herein is a summary of our hit-to-lead efforts on this series of D1 activators culminating in the discovery of atropisomer 31 (PF-06256142), a potent and selective orthosteric agonist of the D1 receptor that has reduced receptor desensitization relative to dopamine and other catechol-containing agonists.


Asunto(s)
Agonistas de Dopamina/química , Agonistas de Dopamina/farmacología , Receptores de Dopamina D1/agonistas , Animales , Disponibilidad Biológica , Células CHO , Cricetulus , AMP Cíclico/metabolismo , Perros , Agonistas de Dopamina/efectos adversos , Relación Dosis-Respuesta a Droga , Células HEK293 , Semivida , Ensayos Analíticos de Alto Rendimiento/métodos , Humanos , Células de Riñón Canino Madin Darby , Masculino , Ratones Endogámicos , Neuronas/efectos de los fármacos , Neuronas/metabolismo , Ratas , Receptores de Dopamina D1/metabolismo , Estereoisomerismo , Relación Estructura-Actividad
10.
Drug Metab Dispos ; 46(12): 1836-1846, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-30194276

RESUMEN

6-Chloro-5-[4-(1-hydroxycyclobutyl)phenyl]-1H-indole-3-carboxylic acid (PF-06409577) is a direct activator of the human ß1-containing adenosine monophosphate-activated protein kinase (ΑMPK) isoforms. The clearance mechanism of PF-06409577 in animals and humans involves uridine diphosphoglucuronosyl transferase (UGT)-mediated glucuronidation to an acyl glucuronide metabolite of PF-06409577 [(2S,3S,4S,5R,6S)-6-((6-chloro-5-(4-(1-hydroxycyclobutyl)phenyl)-1H-indole-3-carbonyl)oxy)-3,4,5-trihydroxytetrahydro-2H-pyran-2-carboxylic acid (M1)], which retains selective activation of human ß1-containing AMPK isoforms. This paper describes a detailed characterization of the human UGT isoform(s) responsible for glucuronidation of PF-06409577 to M1. Studies using a panel of 13 human recombinant UGT (hrUGT) enzymes indicated that PF-06409577 was converted to M1 in a highly selective fashion by UGT1A1, which was further verified in human liver microsomes treated with specific chemical inhibitors, and in different UGT1A1 expressers. Conversion of PF-06409577 to M1 by UGT1A1 occurred in a relatively selective fashion, compared with ß-estradiol (ES), a conventional probe substrate of UGT1A1. The Michaelis-Menten constant (K M) and V max values describing the formation of M1 from PF-06409577 in hrUGT1A1 and microsomal preparations from human intestine, liver, and kidney ranged from 131 to 212 µM (K M) and 107-3834 pmol/min per milligram (V max) in the presence of 2% bovine serum albumin. Relative activity factors (RAF) were determined for UGT1A1 using PF-06409577 and ES to enable estimation of intrinsic clearance from various tissues. RAF values from PF-06409577 and ES were generally comparable with the exception of intestinal microsomes, where ES overestimated the RAF of UGT1A1 due to glucuronidation by intestinal UGT1A8 and UGT1A10. Our results suggest the potential utility of PF-06409477 as a selective probe UGT1A1 substrate for UGT reaction phenotyping and inhibition studies in preclinical discovery/development.


Asunto(s)
Estradiol/metabolismo , Glucurónidos/metabolismo , Glucuronosiltransferasa/metabolismo , Indoles/metabolismo , Microsomas/metabolismo , Femenino , Humanos , Técnicas In Vitro , Inactivación Metabólica , Mucosa Intestinal/metabolismo , Riñón/metabolismo , Cinética , Hígado/metabolismo , Masculino , Isoformas de Proteínas , Especificidad por Sustrato
11.
J Med Chem ; 61(10): 4635-4640, 2018 05 24.
Artículo en Inglés | MEDLINE | ID: mdl-29718668

RESUMEN

We disclose the discovery and X-ray cocrystal data of potent, selective quinazoline inhibitors of PDE1. Inhibitor ( S)-3 readily attains free plasma concentrations above PDE1 IC50 values and has restricted brain access. The racemic compound 3 inhibits >75% of PDE hydrolytic activity in soluble samples of human myocardium, consistent with heightened PDE1 activity in this tissue. These compounds represent promising new tools to probe the value of PDE1 inhibition in the treatment of cardiovascular disease.


Asunto(s)
Fosfodiesterasas de Nucleótidos Cíclicos Tipo 1/antagonistas & inhibidores , Descubrimiento de Drogas , Miocardio/enzimología , Inhibidores de Fosfodiesterasa/química , Inhibidores de Fosfodiesterasa/farmacología , Quinazolinas/química , AMP Cíclico/metabolismo , Humanos , Modelos Moleculares , Estructura Molecular , Conformación Proteica
12.
J Chromatogr A ; 1398: 108-20, 2015 Jun 12.
Artículo en Inglés | MEDLINE | ID: mdl-25937130

RESUMEN

Atropisomerism can be a complex concept for those who have not encountered it before. This paper discusses the experiments for identification, isolation, thermal stability, toxicity and biotransformation of various species. The identified atropisomers are a series of rotational hindered biaryl, rotational hindered amide, ring flip, and macrocycles atropisomers identified using supercritical fluid chromatography (SFC) and high performance liquid chromatography (HPLC). These technologies offered the advantage of separating various atropoenantiomers, atropdiastereomers and mixed atropisomers with other forms of stereoisomers in both analytical and preparative scales. With ultra-performance convergence chromatography (UPC(2)), the detection of N-oxide atropisomer metabolites can be obtained at very low level thus enabling the observation of conversion in human plasma possible. As the resolution of atropisomers are related to the energy barriers on the rotational axis, a calculated computational protocol was developed to predict the formation. A threshold of 10kcal/mol was established for possible detection of the atropisomers' existence with chromatographic technologies at room temperature or above. The atropisomer with higher energy barrier (>20kcal/mol) were isolated via preparative chromatography and the isolates studied in vitro and in vivo for evaluation of their stability in human plasma. The detailed analytical method development to analyze the biotransformation of the atropisomers in human plasma are also discussed in this paper.


Asunto(s)
Técnicas de Química Analítica/métodos , Química Farmacéutica/métodos , Compuestos Orgánicos/análisis , Biotransformación , Cromatografía Líquida de Alta Presión , Cromatografía con Fluido Supercrítico , Humanos , Compuestos Orgánicos/sangre , Compuestos Orgánicos/química , Compuestos Orgánicos/toxicidad , Plasma/química , Estereoisomerismo
13.
Drug Metab Dispos ; 42(5): 899-902, 2014 May.
Artículo en Inglés | MEDLINE | ID: mdl-24608634

RESUMEN

The prediction of human drug metabolites using in vitro experiments containing human-derived reagents is an important approach in modern drug research; however, this can be challenging for drugs that are slowly metabolized. In this report, we describe the use of a recently developed human hepatocyte relay method for the purpose of predicting human drug metabolite profiles. Five compounds for which in vivo human metabolism data were available were selected for the investigation of this method, and the results were compared with data gathered in hepatocyte suspensions as well as previous data from a micropatterned hepatocyte coculture method. The hepatocyte relay method demonstrated an improved performance (generation of 75% of human in vivo metabolites) for those drugs for which previous methods showed a relatively low rate of success (50% of human in vivo metabolites). Metabolites included those arising from both oxidative and conjugative reactions and metabolites that required sequential reactions. Two 4-hour relays were shown to adequately generate metabolites, and no further benefit was derived from more relays. Overall, it can be concluded that the hepatocyte relay assay method can be successfully used in the generation of relevant human metabolites, even for challenging drugs.


Asunto(s)
Hepatocitos/metabolismo , Modelos Biológicos , Preparaciones Farmacéuticas/metabolismo , Células Cultivadas , Cromatografía Líquida de Alta Presión , Técnicas de Cocultivo , Hepatocitos/citología , Hepatocitos/efectos de los fármacos , Humanos , Fase I de la Desintoxicación Metabólica , Fase II de la Desintoxicación Metabólica , Preparaciones Farmacéuticas/química , Espectrometría de Masas en Tándem
14.
Drug Metab Dispos ; 41(12): 2018-23, 2013 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-23857891

RESUMEN

In vitro-in vivo correlation (IVIVC) of intrinsic clearance in preclinical species of rat and dog was established using the hepatocyte relay method to support high-confidence prediction of human pharmacokinetics for low-clearance compounds. Good IVIVC of intrinsic clearance was observed for most of the compounds, with predicted values within 2-fold of the observed values. The exceptions involved transporter-mediated uptake clearance or metabolizing enzymes with extensive extrahepatic contribution. This is the first assay available to address low clearance challenges in preclinical species for IVIVC in drug discovery. It extends the utility of the hepatocyte relay method in addressing low clearance issues.


Asunto(s)
Hepatocitos/metabolismo , Tasa de Depuración Metabólica/efectos de los fármacos , Animales , Perros , Descubrimiento de Drogas/métodos , Evaluación Preclínica de Medicamentos , Masculino , Proteínas de Transporte de Membrana/metabolismo , Ratas , Ratas Wistar
15.
Drug Metab Dispos ; 40(7): 1441-8, 2012 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-22522748

RESUMEN

Aldehyde oxidase (AO) metabolism could lead to significant underestimation of clearance in prediction of human pharmacokinetics as well as unanticipated exposure to AO-generated metabolites, if not accounted for early in drug research. We report a method using cryopreserved human hepatocytes and the time-dependent AO inhibitor hydralazine (K(I) = 83 ± 27 µM, k(inact) = 0.063 ± 0.007 min(-1)), which estimates the contribution of AO metabolism relative to total hepatic clearance. Using zaleplon as a probe substrate and simultaneously monitoring the AO-catalyzed formation of oxozaleplon and the CYP3A-catalyzed formation of desethyzaleplon in the presence of a range of hydralazine concentrations, it was determined that >90% inhibition of the AO activity with minimal effect on the CYP3A activity could be achieved with 25 to 50 µM hydralazine. This method was used to estimate the fraction metabolized due to AO [f(m(AO))] for six compounds with clearance attributed to AO along with four other drugs not metabolized by AO. The f(m(AO)) values for the AO substrates ranged between 0.49 and 0.83. Differences in estimated f(m(AO)) between two batches of pooled human hepatocytes suggest that sensitivity to hydralazine varies slightly with hepatocyte preparations. Substrates with a CYP2D6 contribution to clearance were affected by hydralazine to a minor extent, because of weak inhibition of this enzyme. Overall, these findings demonstrate that hydralazine, at a concentration of 25 to 50 µM, can be used in human hepatocyte incubations to estimate the contribution of AO to the hepatic clearance of drugs and other compounds.


Asunto(s)
Aldehído Oxidasa/metabolismo , Hepatocitos/metabolismo , Hidralazina/farmacología , Acetamidas/farmacocinética , Criopreservación , Citocromo P-450 CYP2D6/metabolismo , Citocromo P-450 CYP3A/metabolismo , Sistema Enzimático del Citocromo P-450/metabolismo , Citosol/efectos de los fármacos , Citosol/enzimología , Citosol/metabolismo , Activación Enzimática/efectos de los fármacos , Hepatocitos/efectos de los fármacos , Hepatocitos/enzimología , Humanos , Hidralazina/farmacocinética , Hígado/efectos de los fármacos , Hígado/enzimología , Hígado/metabolismo , Microsomas Hepáticos/efectos de los fármacos , Microsomas Hepáticos/enzimología , Microsomas Hepáticos/metabolismo , Pirimidinas/farmacocinética
16.
Cancer Lett ; 292(2): 254-60, 2010 Jun 28.
Artículo en Inglés | MEDLINE | ID: mdl-20163913

RESUMEN

Benzo[a]pyrene (BP) is a potent pro-carcinogen and ubiquitous environmental pollutant. Here, we examined the induction and modulation of CYP1A1 and CYP1B1 and 10-(deoxyguanosin-N(2)-yl)-7,8,9-trihydroxy-7,8,9,10-tetrahydrobenzo[a]pyrene (BPdG) adduct formation in DNA from 20 primary normal human mammary epithelial cell (NHMEC) strains exposed to BP (4muM) in the absence or presence of chlorophyllin (5muM). Real-time polymerase chain reaction (RT-PCR) analysis revealed strong induction of both CYP1A1 and CYP1B1 by BP, with high levels of inter-individual variability. Variable BPdG formation was found in all strains by r7, t8-dihydroxy-t-9, 10 epoxy-7,8,9,10-tetrahydrobenzo[a]pyrene (BPDE)-DNA chemiluminescence assay (CIA). Chlorophyllin mitigated BP-induced CYP1A1 and CYP1B1 gene expression in all 20 strains when administered with BP. Chlorophyllin, administered prior to BP-exposure, mitigated CYP1A1 expression in 18/20 NHMEC strains (p<0.005) and CYP1B1 expression in 17/20 NHMEC strains (p<0.005). Maximum percent reductions of CYP1A1 and CYP1B1 gene expression and BPdG adduct formation were observed when cells were pre-dosed with chlorophyllin followed by administration of the carcinogen with chlorophyllin (p<0.005 for CYP1A1 and CYP1B1 expression and p<0.0005 for BPdG adducts). Therefore, chlorophyllin is likely to be a good chemoprotective agent for a large proportion of the human population.


Asunto(s)
Hidrocarburo de Aril Hidroxilasas/genética , Benzo(a)pireno/farmacología , Clorofilidas/farmacología , Citocromo P-450 CYP1A1/genética , Aductos de ADN , Glándulas Mamarias Humanas/efectos de los fármacos , Citocromo P-450 CYP1B1 , Humanos , Glándulas Mamarias Humanas/citología , Glándulas Mamarias Humanas/enzimología , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa
17.
Qual Eng ; 23(1): 59-70, 2010.
Artículo en Inglés | MEDLINE | ID: mdl-21822355

RESUMEN

In recent decades advances in radiation imaging and radiation therapy have led to a dramatic increase in the number of people exposed to radiation. Consequently, there is a clear need for personalized biodosimetry diagnostics in order to monitor the dose of radiation received and adapt it to each patient depending on their sensitivity to radiation exposure (Hall E.J. and Brenner D. J., 2008). Similarly, after a large-scale radiological event such as a dirty bomb attack, there will be a major need to assess, within a few days the radiation doses received by tens of thousands of individuals. Current high throughput devices can handle only a few hundred individuals per day. Hence there is a great need for a very fast self-contained non-invasive biodosimetric device based on a rapid blood test.This paper presents a case study where regression methods and designed experiments are used to arrive at the optimal settings for various factors that impact the kinetics in a biodosimetric device. We use ridge regression to initially identify a set of potentially important variables in the mixing process which is one of the critical sub systems of the device. This was followed by a series of designed experiments to arrive at the optimal setting of the significant microfluidic cartridge and piezoelectric disk (PZT) (D. Sadler, F. Zenhausern, U.S. Patent 6,986,601; Lee, S. Y., Ko, B., Yang, W., 2005) related factors. This statistical approach has been utilized to study the microfluidic mixing to mix water and dye mixtures of 70 µl volume. The outcome of the statistical design, experimentation and analysis was then exploited for optimizing the design, fabrication and assembly of the microfluidic devices. As a result of the experiments that were performed, the system was fine tuned and the mixing time was reduced from 5.5 minutes to 2 minutes.

18.
J Bacteriol ; 188(5): 1808-16, 2006 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-16484191

RESUMEN

The hetR, patA, hetN, and patS genes are part of a regulatory network that regulates the differentiation and patterning of heterocysts in the filamentous cyanobacterium Anabaena sp. strain PCC 7120. In this report, the epistatic interactions of mutant alleles of these four genes have been used to refine our understanding of their relationships to one another. The hetR gene was necessary for differentiation in genetic backgrounds that normally give rise to excessive differentiation, supporting its role as the master regulator of differentiation and indicating that HetR directly regulates factors in addition to hetR and patS genes that regulate differentiation. A functional patS gene was necessary for the delayed multiple-contiguous-heterocyst phenotype observed in hetN mutants as well as for the relative lack of intercalary heterocysts in patA mutants. Epistasis results with mutant alleles of these three genes suggested that PatA attenuates the negative effects of both PatS and HetN on differentiation and promotes differentiation independent of its antagonistic effects on PatS and HetN activity. Cooverxpression of patS and hetR in a synthetic operon indicated that patS acts at a point downstream of hetR transcription in the regulatory network controlling differentiation. A model for the regulation of differentiation that is consistent with these and previous findings is presented.


Asunto(s)
Anabaena/genética , Proteínas Bacterianas/genética , Regulación Bacteriana de la Expresión Génica , Oxidorreductasas/genética , Alelos , Anabaena/fisiología , Epistasis Genética , Mutación , Transcripción Genética/fisiología
19.
Cardiovasc Toxicol ; 5(3): 333-46, 2005.
Artículo en Inglés | MEDLINE | ID: mdl-16244378

RESUMEN

Hearts from 1-yr-old Erythrocebus patas monkeys were examined after in utero and 6-wk-postbirth exposure to antiretroviral nucleoside reverse transcriptase inhibitors (NRTIs). Protocols were modeled on those given to human immunodeficiency virus (HIV)-1-infected pregnant women. NRTIs were administered daily to the dams for the last 20% or 50% of gestation, and to the infants for 6 wk after birth. Exposures included: no drug (n = 4); Zidovudine, 3'-azido-3'-deoxythymidine (AZT; n = 4); AZT/Lamivudine, (-)-beta-L-2', 3'-Dideoxy-3'-thiacytidine (Epivir, 3TC) (n = 4); AZT/Didanosine (Videx, ddI) (n = 4); and Stavudine (Zerit, d4T)/3TC (n = 4). Echocardiograms and clinical chemistry showed no drug-related changes, but the d4T/3TC-exposed fetuses at 6 and 12 mo had increased white cell counts (p < 0.05). At 1 yr of age, oxidative phosphorylation (OXPHOS) enzyme activities were similar in heart mitochondria from all groups. Mitochondrial pathology, that included clones of damaged mitochondria (p < 0.05), was found in hearts of all 1-yr drug-exposed infants. Levels of mtDNA were elevated (p < 0.05) in hearts of all NRTI-exposed monkeys in the following order: control < d4T/3TC < AZT < AZT/3TC < AZT/ddI. The clinical status of NRTI-exposed infants, as evidenced by behavior, clinical chemistry, OXPHOS activity and echocardiogram, was normal. However, extensive mitochondrial damage with clusters of similar-appearing damaged heart mitochondria observed by electron microscopy, and an increase in mtDNA quantity, that persisted at 1 yr of age, suggest the potential for cardiotoxicity later in life.


Asunto(s)
Mitocondrias Cardíacas/metabolismo , Inhibidores de la Transcriptasa Inversa/farmacología , Animales , Animales Recién Nacidos , Creatina Quinasa/sangre , ADN/biosíntesis , ADN/genética , ADN Mitocondrial/metabolismo , Ecocardiografía , Electrocardiografía , Erythrocebus , Femenino , Procesamiento de Imagen Asistido por Computador , Ácido Láctico/metabolismo , Recuento de Leucocitos , Mediciones Luminiscentes , Microscopía Electrónica de Transmisión , Mitocondrias Cardíacas/efectos de los fármacos , Embarazo , Función Ventricular Izquierda/efectos de los fármacos , Función Ventricular Izquierda/fisiología
20.
Mol Microbiol ; 57(1): 111-23, 2005 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-15948953

RESUMEN

Summary In the filamentous cyanobacterium Anabaena sp. PCC 7120 patS and hetN suppress the differentiation of vegetative cells into nitrogen-fixing heterocysts to establish and maintain a pattern of single heterocysts separated by approximately 10 undifferentiated vegetative cells. Here we show that the patS- and hetN-dependent suppression pathways are the only major factors that prevent vegetative cells from differentiating into heterocysts when a source of ammonia is not present. The patS and hetN pathways are independent of each other, and inactivation of both patS and hetN leads to differentiation of almost all cells of a filament in the absence of a source of fixed nitrogen, compared with approximately 9% in the wild type. Complete differentiation of filaments also occurs when nitrate is supplied as a source of fixed nitrogen, conditions that do not induce differentiation of wild-type filaments. However, ammonia is still capable of suppressing differentiation. The percentage of cells that differentiate into heterocysts appears to be a function of time when a source of fixed nitrogen is absent or a function of growth phase when nitrate is supplied. Although differentiation proceeds unchecked in the absence of patS and hetN expression, differentiation is asynchronous and non-random.


Asunto(s)
Anabaena/citología , Proteínas Bacterianas/genética , Oxidorreductasas/genética , Citoesqueleto de Actina/genética , Anabaena/genética , Proteínas Bacterianas/metabolismo , Regulación Bacteriana de la Expresión Génica , Silenciador del Gen , Genes Letales , Nitratos/metabolismo , Nitrógeno/metabolismo , Oxidorreductasas/metabolismo
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