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 |
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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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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><identifier>ISSN: 0022-3549</identifier><identifier>EISSN: 1520-6017</identifier><identifier>DOI: 10.1002/jps.10343</identifier><identifier>PMID: 12661073</identifier><identifier>CODEN: JPMSAE</identifier><language>eng</language><publisher>New York: Elsevier Inc</publisher><subject>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</subject><ispartof>Journal of pharmaceutical sciences, 2003-04, Vol.92 (4), p.881-889</ispartof><rights>2003 Wiley‐Liss, Inc.</rights><rights>Copyright © 2003 Wiley‐Liss, Inc.</rights><rights>2003 INIST-CNRS</rights><rights>Copyright 2003 Wiley-Liss, Inc. and the American Pharmaceutical Association J Pharm Sci 92:881-889, 2003</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4333-493cbe5ddd58592eb0f5d83c9c821a657fe05bea4d4bea83f6fde0b0cba555c63</citedby><cites>FETCH-LOGICAL-c4333-493cbe5ddd58592eb0f5d83c9c821a657fe05bea4d4bea83f6fde0b0cba555c63</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fjps.10343$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fjps.10343$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=14688273$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/12661073$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Mager, Donald E.</creatorcontrib><creatorcontrib>Pyszczynski, Nancy A.</creatorcontrib><creatorcontrib>Jusko, William J.</creatorcontrib><title>Integrated QSPR—Pharmacodynamic Model of Genomic Effects of Several Corticosteroids</title><title>Journal of pharmaceutical sciences</title><addtitle>J. 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. Drug treatments</topic><topic>Prednisolone - pharmacology</topic><topic>QSPR</topic><topic>Quantitative Structure-Activity Relationship</topic><topic>quantitative structure-property relationships</topic><topic>rat</topic><topic>Rats</topic><topic>Rats, Wistar</topic><topic>Time Factors</topic><topic>Tyrosine Transaminase - genetics</topic><topic>Tyrosine Transaminase - metabolism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mager, Donald E.</creatorcontrib><creatorcontrib>Pyszczynski, Nancy A.</creatorcontrib><creatorcontrib>Jusko, William J.</creatorcontrib><collection>Istex</collection><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of pharmaceutical sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mager, Donald E.</au><au>Pyszczynski, Nancy A.</au><au>Jusko, William J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Integrated QSPR—Pharmacodynamic Model of Genomic Effects of Several Corticosteroids</atitle><jtitle>Journal of pharmaceutical sciences</jtitle><addtitle>J. Pharm. Sci</addtitle><date>2003-04</date><risdate>2003</risdate><volume>92</volume><issue>4</issue><spage>881</spage><epage>889</epage><pages>881-889</pages><issn>0022-3549</issn><eissn>1520-6017</eissn><coden>JPMSAE</coden><abstract>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</abstract><cop>New York</cop><pub>Elsevier Inc</pub><pmid>12661073</pmid><doi>10.1002/jps.10343</doi><tpages>9</tpages></addata></record> |
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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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