Integrated QSPR—Pharmacodynamic Model of Genomic Effects of Several Corticosteroids

The results from a quantitative structure–property relationship (QSPR) model was integrated into a fifth‐generation pharmacokinetic/pharmacodynamic (PK/PD) model of corticosteroid receptor/gene‐mediated effects. The proposed model was developed using previously reported tyrosine aminotransferase (TA...

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Veröffentlicht in:Journal of pharmaceutical sciences 2003-04, Vol.92 (4), p.881-889
Hauptverfasser: Mager, Donald E., Pyszczynski, Nancy A., Jusko, William J.
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Pyszczynski, Nancy A.
Jusko, William J.
description The results from a quantitative structure–property relationship (QSPR) model was integrated into a fifth‐generation pharmacokinetic/pharmacodynamic (PK/PD) model of corticosteroid receptor/gene‐mediated effects. The proposed model was developed using previously reported tyrosine aminotransferase (TAT) activity data following a 50 mg/kg intravenous dose of methylprednisolone in male adrenalectomized (ADX) rats. Induced TAT activity is a classical measure of corticosteroid genomic effects and the typical time course shows an initial lag‐time, a slow rise to peak response, and a gradual return toward baseline values. The TAT activity profiles were subsequently predicted for two additional steroids (dexamethasone and hydrocortisone), which were confirmed experimentally. Two groups of male ADX Wistar rats (n = 18 each) were given either 0.1 mg/kg dexamethasone or 50 mg/kg hydrocortisone by penile vein injections. Plasma drug concentrations and liver TAT activity were measured at various time points. Baseline TAT activity was significantly lower in this study as compared to previous reports. Model simulations well captured the pharmacodynamic data once initial conditions were corrected for observed baseline values. Additional TAT profiles reported in the literature for prednisolone were also reasonably predicted using the final model. This study serves as a demonstration of how in vitro pharmacologic data and QSPR modeling results may be incorporated into existing mechanistic PK/PD models to anticipate the effects of other chemically related compounds. © 2003 Wiley‐Liss, Inc. and the American Pharmaceutical Association J Pharm Sci 92:881–889, 2003
doi_str_mv 10.1002/jps.10343
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Pharm. Sci</addtitle><description>The results from a quantitative structure–property relationship (QSPR) model was integrated into a fifth‐generation pharmacokinetic/pharmacodynamic (PK/PD) model of corticosteroid receptor/gene‐mediated effects. The proposed model was developed using previously reported tyrosine aminotransferase (TAT) activity data following a 50 mg/kg intravenous dose of methylprednisolone in male adrenalectomized (ADX) rats. Induced TAT activity is a classical measure of corticosteroid genomic effects and the typical time course shows an initial lag‐time, a slow rise to peak response, and a gradual return toward baseline values. The TAT activity profiles were subsequently predicted for two additional steroids (dexamethasone and hydrocortisone), which were confirmed experimentally. Two groups of male ADX Wistar rats (n = 18 each) were given either 0.1 mg/kg dexamethasone or 50 mg/kg hydrocortisone by penile vein injections. Plasma drug concentrations and liver TAT activity were measured at various time points. Baseline TAT activity was significantly lower in this study as compared to previous reports. Model simulations well captured the pharmacodynamic data once initial conditions were corrected for observed baseline values. Additional TAT profiles reported in the literature for prednisolone were also reasonably predicted using the final model. This study serves as a demonstration of how in vitro pharmacologic data and QSPR modeling results may be incorporated into existing mechanistic PK/PD models to anticipate the effects of other chemically related compounds. © 2003 Wiley‐Liss, Inc. and the American Pharmaceutical Association J Pharm Sci 92:881–889, 2003</description><subject>Animals</subject><subject>Biological and medical sciences</subject><subject>Bones, joints and connective tissue. Antiinflammatory agents</subject><subject>Chromatography, High Pressure Liquid</subject><subject>corticosteroids</subject><subject>Dexamethasone - blood</subject><subject>Dexamethasone - pharmacokinetics</subject><subject>Dexamethasone - pharmacology</subject><subject>Glucocorticoids - blood</subject><subject>Glucocorticoids - pharmacokinetics</subject><subject>Glucocorticoids - pharmacology</subject><subject>Hydrocortisone - blood</subject><subject>Hydrocortisone - pharmacokinetics</subject><subject>Hydrocortisone - pharmacology</subject><subject>Injections, Intravenous</subject><subject>Liver - drug effects</subject><subject>Liver - metabolism</subject><subject>Male</subject><subject>mathematical modeling</subject><subject>Medical sciences</subject><subject>Models, Biological</subject><subject>pharmacodynamics</subject><subject>pharmacogenomics</subject><subject>pharmacokinetics</subject><subject>Pharmacology. Drug treatments</subject><subject>Prednisolone - pharmacology</subject><subject>QSPR</subject><subject>Quantitative Structure-Activity Relationship</subject><subject>quantitative structure-property relationships</subject><subject>rat</subject><subject>Rats</subject><subject>Rats, Wistar</subject><subject>Time Factors</subject><subject>Tyrosine Transaminase - genetics</subject><subject>Tyrosine Transaminase - metabolism</subject><issn>0022-3549</issn><issn>1520-6017</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2003</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kc1u1DAQgC0EokvhwAugXKjEIdQ_sZMc0ardtirbhW3F0XLsMbgk8dbOtuyNh-AJeRK8zdJe4OKxxt_MyN8g9Jrg9wRjeni9iunCCvYETQinOBeYlE_RJL3RnPGi3kMvYrzGGAvM-XO0R6gQBJdsgq5O-wG-BjWAyT4tF59___y1-KZCp7Q3m151TmcfvYE28zabQe-3iSNrQQ9xm1rCLQTVZlMfBqd9HCB4Z-JL9MyqNsKrXdxHV8dHl9OT_Pxidjr9cJ7rgjGWFzXTDXBjDK94TaHBlpuK6VpXlCjBSwuYN6AKU6SzYlZYA7jBulGccy3YPjoY-66Cv1lDHGTnooa2VT34dZQlI5Tjmibw3Qjq4GMMYOUquE6FjSRYbh3K5FDeO0zsm13TddOBeSR30hLwdgeoqFVrg-q1i49cIaqK3nOHI3fnWtj8f6I8Wyz_js7HCpdM_nioUOG7FCUrufwyn0kyF4vLOTuTdeLZyEOSfOsgyKgd9BqMC2lF0nj3jw_-AV1nqpk</recordid><startdate>200304</startdate><enddate>200304</enddate><creator>Mager, Donald E.</creator><creator>Pyszczynski, Nancy A.</creator><creator>Jusko, William J.</creator><general>Elsevier Inc</general><general>Wiley Subscription Services, Inc., A Wiley Company</general><general>Wiley</general><general>American Pharmaceutical Association</general><scope>BSCLL</scope><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>200304</creationdate><title>Integrated QSPR—Pharmacodynamic Model of Genomic Effects of Several Corticosteroids</title><author>Mager, Donald E. ; Pyszczynski, Nancy A. ; Jusko, William J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4333-493cbe5ddd58592eb0f5d83c9c821a657fe05bea4d4bea83f6fde0b0cba555c63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2003</creationdate><topic>Animals</topic><topic>Biological and medical sciences</topic><topic>Bones, joints and connective tissue. Antiinflammatory agents</topic><topic>Chromatography, High Pressure Liquid</topic><topic>corticosteroids</topic><topic>Dexamethasone - blood</topic><topic>Dexamethasone - pharmacokinetics</topic><topic>Dexamethasone - pharmacology</topic><topic>Glucocorticoids - blood</topic><topic>Glucocorticoids - pharmacokinetics</topic><topic>Glucocorticoids - pharmacology</topic><topic>Hydrocortisone - blood</topic><topic>Hydrocortisone - pharmacokinetics</topic><topic>Hydrocortisone - pharmacology</topic><topic>Injections, Intravenous</topic><topic>Liver - drug effects</topic><topic>Liver - metabolism</topic><topic>Male</topic><topic>mathematical modeling</topic><topic>Medical sciences</topic><topic>Models, Biological</topic><topic>pharmacodynamics</topic><topic>pharmacogenomics</topic><topic>pharmacokinetics</topic><topic>Pharmacology. 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The TAT activity profiles were subsequently predicted for two additional steroids (dexamethasone and hydrocortisone), which were confirmed experimentally. Two groups of male ADX Wistar rats (n = 18 each) were given either 0.1 mg/kg dexamethasone or 50 mg/kg hydrocortisone by penile vein injections. Plasma drug concentrations and liver TAT activity were measured at various time points. Baseline TAT activity was significantly lower in this study as compared to previous reports. Model simulations well captured the pharmacodynamic data once initial conditions were corrected for observed baseline values. Additional TAT profiles reported in the literature for prednisolone were also reasonably predicted using the final model. 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subjects Animals
Biological and medical sciences
Bones, joints and connective tissue. Antiinflammatory agents
Chromatography, High Pressure Liquid
corticosteroids
Dexamethasone - blood
Dexamethasone - pharmacokinetics
Dexamethasone - pharmacology
Glucocorticoids - blood
Glucocorticoids - pharmacokinetics
Glucocorticoids - pharmacology
Hydrocortisone - blood
Hydrocortisone - pharmacokinetics
Hydrocortisone - pharmacology
Injections, Intravenous
Liver - drug effects
Liver - metabolism
Male
mathematical modeling
Medical sciences
Models, Biological
pharmacodynamics
pharmacogenomics
pharmacokinetics
Pharmacology. Drug treatments
Prednisolone - pharmacology
QSPR
Quantitative Structure-Activity Relationship
quantitative structure-property relationships
rat
Rats
Rats, Wistar
Time Factors
Tyrosine Transaminase - genetics
Tyrosine Transaminase - metabolism
title Integrated QSPR—Pharmacodynamic Model of Genomic Effects of Several Corticosteroids
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