Comparison of Equations for Predicting Bound Serum Concentrations of Carbamazepine and Carbamazepine-10, 11-epoxide After Polytherapy in Patients with Epilepsy
In a previous study, an equation with in vivo population binding parameters of carbamazepine and carbamazepine‐10, 11‐epoxide (CBZ‐E) to serum proteins for the relation between unbound and bound serum concentrations was defined. A review by Pynnönen indicates that the average bound/unbound plasma fr...
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Veröffentlicht in: | Journal of clinical pharmacology 1995-10, Vol.35 (10), p.995-1002 |
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description | In a previous study, an equation with in vivo population binding parameters of carbamazepine and carbamazepine‐10, 11‐epoxide (CBZ‐E) to serum proteins for the relation between unbound and bound serum concentrations was defined. A review by Pynnönen indicates that the average bound/unbound plasma fraction ratio is 3.0 for carbamazepine and 1.0 for CBZ‐E. In this study, the ability of equations with in vivo population binding parameters of the previous study (method 1) or with the average bound/unbound plasma fraction ratio of 3.0 of Pynnönen (method 2) to predict the bound serum carbamazepine concentration was retrospectively evaluated using 85 serum samples from 46 patients with epilepsy taking carbamazepine polytherapy. In 21 serum samples from 16 patients, the ability of these equations to predict bound serum CBZ‐E concentration was also determined with in vivo population binding parameters from the previous study (method A) or with the average bound/unbound plasma fraction ratio of 1.0 of Pynnönen (method B). Mean prediction error, mean absolute prediction error (MAE), and root mean squared error (RMSE) were calculated for each method, and these values served as a measure of prediction bias and precision. Method 1 showed a bias to overpredict bound serum carbamazepine. The MAE and RMSE were significantly smaller with method 2 (MAE = 2.4 μmol/L; RMSE = 3.2 μmol/L) than with method 1 (MAE = 4.1 μmol/L; RMSE = 4.8 μmol/L). Method 2 was superior to method 1 in terms of accuracy and precision. For bound CBZ‐E prediction, method B had a bias to underprediction. The MAE and RMSE were smaller with method A (MAE = 0.581 μmol/L; RMSE = 0.796 μmol/L) than with method B (MAE = 0.724 μmol/L; RMSE = 0.905 μmol/L). Method A was superior to method B in terms of accuracy and precision. |
doi_str_mv | 10.1002/j.1552-4604.1995.tb04016.x |
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A review by Pynnönen indicates that the average bound/unbound plasma fraction ratio is 3.0 for carbamazepine and 1.0 for CBZ‐E. In this study, the ability of equations with in vivo population binding parameters of the previous study (method 1) or with the average bound/unbound plasma fraction ratio of 3.0 of Pynnönen (method 2) to predict the bound serum carbamazepine concentration was retrospectively evaluated using 85 serum samples from 46 patients with epilepsy taking carbamazepine polytherapy. In 21 serum samples from 16 patients, the ability of these equations to predict bound serum CBZ‐E concentration was also determined with in vivo population binding parameters from the previous study (method A) or with the average bound/unbound plasma fraction ratio of 1.0 of Pynnönen (method B). Mean prediction error, mean absolute prediction error (MAE), and root mean squared error (RMSE) were calculated for each method, and these values served as a measure of prediction bias and precision. Method 1 showed a bias to overpredict bound serum carbamazepine. The MAE and RMSE were significantly smaller with method 2 (MAE = 2.4 μmol/L; RMSE = 3.2 μmol/L) than with method 1 (MAE = 4.1 μmol/L; RMSE = 4.8 μmol/L). Method 2 was superior to method 1 in terms of accuracy and precision. For bound CBZ‐E prediction, method B had a bias to underprediction. The MAE and RMSE were smaller with method A (MAE = 0.581 μmol/L; RMSE = 0.796 μmol/L) than with method B (MAE = 0.724 μmol/L; RMSE = 0.905 μmol/L). Method A was superior to method B in terms of accuracy and precision.</description><identifier>ISSN: 0091-2700</identifier><identifier>EISSN: 1552-4604</identifier><identifier>DOI: 10.1002/j.1552-4604.1995.tb04016.x</identifier><identifier>PMID: 8568018</identifier><identifier>CODEN: JCPCBR</identifier><language>eng</language><publisher>Oxford, UK: Blackwell Publishing Ltd</publisher><subject>Adolescent ; Adult ; Aged ; Aged, 80 and over ; Anticonvulsants - blood ; Anticonvulsants - therapeutic use ; Anticonvulsants. Antiepileptics. Antiparkinson agents ; Biological and medical sciences ; Blood Proteins - metabolism ; Carbamazepine - analogs & derivatives ; Carbamazepine - blood ; Carbamazepine - therapeutic use ; Child ; Child, Preschool ; Epilepsy - blood ; Epilepsy - drug therapy ; Female ; Humans ; Infant ; Male ; Medical sciences ; Middle Aged ; Neuropharmacology ; Pharmacology. Drug treatments ; Protein Binding ; Reproducibility of Results ; Retrospective Studies</subject><ispartof>Journal of clinical pharmacology, 1995-10, Vol.35 (10), p.995-1002</ispartof><rights>1995 American College of Clinical Pharmacology</rights><rights>1996 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c3816-ca52c0d58a81348ee36dfdcd480d70276f5a17c6601b28dd07c4d1a548800da3</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%2Fj.1552-4604.1995.tb04016.x$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fj.1552-4604.1995.tb04016.x$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,45574,45575</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=2912614$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/8568018$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kodama, Yasuo</creatorcontrib><creatorcontrib>Kuranari, Masae</creatorcontrib><creatorcontrib>Kodama, Hirofumi</creatorcontrib><creatorcontrib>Tsutsumi, Kimiko</creatorcontrib><creatorcontrib>Fujii, Isao</creatorcontrib><creatorcontrib>Takeyama, Masaharu</creatorcontrib><title>Comparison of Equations for Predicting Bound Serum Concentrations of Carbamazepine and Carbamazepine-10, 11-epoxide After Polytherapy in Patients with Epilepsy</title><title>Journal of clinical pharmacology</title><addtitle>J Clin Pharmacol</addtitle><description>In a previous study, an equation with in vivo population binding parameters of carbamazepine and carbamazepine‐10, 11‐epoxide (CBZ‐E) to serum proteins for the relation between unbound and bound serum concentrations was defined. A review by Pynnönen indicates that the average bound/unbound plasma fraction ratio is 3.0 for carbamazepine and 1.0 for CBZ‐E. In this study, the ability of equations with in vivo population binding parameters of the previous study (method 1) or with the average bound/unbound plasma fraction ratio of 3.0 of Pynnönen (method 2) to predict the bound serum carbamazepine concentration was retrospectively evaluated using 85 serum samples from 46 patients with epilepsy taking carbamazepine polytherapy. In 21 serum samples from 16 patients, the ability of these equations to predict bound serum CBZ‐E concentration was also determined with in vivo population binding parameters from the previous study (method A) or with the average bound/unbound plasma fraction ratio of 1.0 of Pynnönen (method B). Mean prediction error, mean absolute prediction error (MAE), and root mean squared error (RMSE) were calculated for each method, and these values served as a measure of prediction bias and precision. Method 1 showed a bias to overpredict bound serum carbamazepine. The MAE and RMSE were significantly smaller with method 2 (MAE = 2.4 μmol/L; RMSE = 3.2 μmol/L) than with method 1 (MAE = 4.1 μmol/L; RMSE = 4.8 μmol/L). Method 2 was superior to method 1 in terms of accuracy and precision. For bound CBZ‐E prediction, method B had a bias to underprediction. The MAE and RMSE were smaller with method A (MAE = 0.581 μmol/L; RMSE = 0.796 μmol/L) than with method B (MAE = 0.724 μmol/L; RMSE = 0.905 μmol/L). Method A was superior to method B in terms of accuracy and precision.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Anticonvulsants - blood</subject><subject>Anticonvulsants - therapeutic use</subject><subject>Anticonvulsants. Antiepileptics. Antiparkinson agents</subject><subject>Biological and medical sciences</subject><subject>Blood Proteins - metabolism</subject><subject>Carbamazepine - analogs & derivatives</subject><subject>Carbamazepine - blood</subject><subject>Carbamazepine - therapeutic use</subject><subject>Child</subject><subject>Child, Preschool</subject><subject>Epilepsy - blood</subject><subject>Epilepsy - drug therapy</subject><subject>Female</subject><subject>Humans</subject><subject>Infant</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Neuropharmacology</subject><subject>Pharmacology. Drug treatments</subject><subject>Protein Binding</subject><subject>Reproducibility of Results</subject><subject>Retrospective Studies</subject><issn>0091-2700</issn><issn>1552-4604</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>1995</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqVkV1v0zAUhiMEGmXwE5AshLgi5Rzny-VqI-o20DQKTPTScm2HuSRxZidasz_DX8VVo0pccmXL73MeW36j6A3CHAHoh-0cs4zGaQ7pHBeLbN5vIAXM57sn0ewYPY1mAAuMaQHwPHrh_RYCk2Z4Ep2wLGeAbBb9KW3TCWe8bYmtyPJ-EL2xrSeVdWTltDKyN-0v8skOrSI_tBsaUtpW6rZ3ExnGSuE2ohGPujOtJiKQ_5zECO8JYqw7uzNKk_Oq18Fu67G_0050IzEtWQVdsHryYPo7suxMrTs_voyeVaL2-tW0nka3F8vb8iq-_nr5uTy_jmXCMI-lyKgElTHBMEmZ1kmuKiVVykAVQIu8ygQWMs8BN5QpBYVMFYosZQxAieQ0enfQds7eD9r3vDFe6roWrbaD50XBKC0oBvDjAZTOeu90xTtnGuFGjsD35fAt3zfA9w3wfTl8KofvwvDr6ZZh02h1HJ3aCPnbKRdeirpyopXGHzG6QJpjGrCzA_YQ_mj8jwfwL-Xqar8NivigML7Xu6NCuN88L5Ii4-ubS85-Jutv33HNb5K_PX29xA</recordid><startdate>199510</startdate><enddate>199510</enddate><creator>Kodama, Yasuo</creator><creator>Kuranari, Masae</creator><creator>Kodama, Hirofumi</creator><creator>Tsutsumi, Kimiko</creator><creator>Fujii, Isao</creator><creator>Takeyama, Masaharu</creator><general>Blackwell Publishing Ltd</general><general>Sage Science</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>199510</creationdate><title>Comparison of Equations for Predicting Bound Serum Concentrations of Carbamazepine and Carbamazepine-10, 11-epoxide After Polytherapy in Patients with Epilepsy</title><author>Kodama, Yasuo ; Kuranari, Masae ; Kodama, Hirofumi ; Tsutsumi, Kimiko ; Fujii, Isao ; Takeyama, Masaharu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3816-ca52c0d58a81348ee36dfdcd480d70276f5a17c6601b28dd07c4d1a548800da3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>1995</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Anticonvulsants - blood</topic><topic>Anticonvulsants - therapeutic use</topic><topic>Anticonvulsants. Antiepileptics. Antiparkinson agents</topic><topic>Biological and medical sciences</topic><topic>Blood Proteins - metabolism</topic><topic>Carbamazepine - analogs & derivatives</topic><topic>Carbamazepine - blood</topic><topic>Carbamazepine - therapeutic use</topic><topic>Child</topic><topic>Child, Preschool</topic><topic>Epilepsy - blood</topic><topic>Epilepsy - drug therapy</topic><topic>Female</topic><topic>Humans</topic><topic>Infant</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Neuropharmacology</topic><topic>Pharmacology. Drug treatments</topic><topic>Protein Binding</topic><topic>Reproducibility of Results</topic><topic>Retrospective Studies</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kodama, Yasuo</creatorcontrib><creatorcontrib>Kuranari, Masae</creatorcontrib><creatorcontrib>Kodama, Hirofumi</creatorcontrib><creatorcontrib>Tsutsumi, Kimiko</creatorcontrib><creatorcontrib>Fujii, Isao</creatorcontrib><creatorcontrib>Takeyama, Masaharu</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 clinical pharmacology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kodama, Yasuo</au><au>Kuranari, Masae</au><au>Kodama, Hirofumi</au><au>Tsutsumi, Kimiko</au><au>Fujii, Isao</au><au>Takeyama, Masaharu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Comparison of Equations for Predicting Bound Serum Concentrations of Carbamazepine and Carbamazepine-10, 11-epoxide After Polytherapy in Patients with Epilepsy</atitle><jtitle>Journal of clinical pharmacology</jtitle><addtitle>J Clin Pharmacol</addtitle><date>1995-10</date><risdate>1995</risdate><volume>35</volume><issue>10</issue><spage>995</spage><epage>1002</epage><pages>995-1002</pages><issn>0091-2700</issn><eissn>1552-4604</eissn><coden>JCPCBR</coden><abstract>In a previous study, an equation with in vivo population binding parameters of carbamazepine and carbamazepine‐10, 11‐epoxide (CBZ‐E) to serum proteins for the relation between unbound and bound serum concentrations was defined. A review by Pynnönen indicates that the average bound/unbound plasma fraction ratio is 3.0 for carbamazepine and 1.0 for CBZ‐E. In this study, the ability of equations with in vivo population binding parameters of the previous study (method 1) or with the average bound/unbound plasma fraction ratio of 3.0 of Pynnönen (method 2) to predict the bound serum carbamazepine concentration was retrospectively evaluated using 85 serum samples from 46 patients with epilepsy taking carbamazepine polytherapy. In 21 serum samples from 16 patients, the ability of these equations to predict bound serum CBZ‐E concentration was also determined with in vivo population binding parameters from the previous study (method A) or with the average bound/unbound plasma fraction ratio of 1.0 of Pynnönen (method B). Mean prediction error, mean absolute prediction error (MAE), and root mean squared error (RMSE) were calculated for each method, and these values served as a measure of prediction bias and precision. Method 1 showed a bias to overpredict bound serum carbamazepine. The MAE and RMSE were significantly smaller with method 2 (MAE = 2.4 μmol/L; RMSE = 3.2 μmol/L) than with method 1 (MAE = 4.1 μmol/L; RMSE = 4.8 μmol/L). Method 2 was superior to method 1 in terms of accuracy and precision. For bound CBZ‐E prediction, method B had a bias to underprediction. The MAE and RMSE were smaller with method A (MAE = 0.581 μmol/L; RMSE = 0.796 μmol/L) than with method B (MAE = 0.724 μmol/L; RMSE = 0.905 μmol/L). Method A was superior to method B in terms of accuracy and precision.</abstract><cop>Oxford, UK</cop><pub>Blackwell Publishing Ltd</pub><pmid>8568018</pmid><doi>10.1002/j.1552-4604.1995.tb04016.x</doi><tpages>8</tpages></addata></record> |
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subjects | Adolescent Adult Aged Aged, 80 and over Anticonvulsants - blood Anticonvulsants - therapeutic use Anticonvulsants. Antiepileptics. Antiparkinson agents Biological and medical sciences Blood Proteins - metabolism Carbamazepine - analogs & derivatives Carbamazepine - blood Carbamazepine - therapeutic use Child Child, Preschool Epilepsy - blood Epilepsy - drug therapy Female Humans Infant Male Medical sciences Middle Aged Neuropharmacology Pharmacology. Drug treatments Protein Binding Reproducibility of Results Retrospective Studies |
title | Comparison of Equations for Predicting Bound Serum Concentrations of Carbamazepine and Carbamazepine-10, 11-epoxide After Polytherapy in Patients with Epilepsy |
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