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
Hauptverfasser: Kodama, Yasuo, Kuranari, Masae, Kodama, Hirofumi, Tsutsumi, Kimiko, Fujii, Isao, Takeyama, Masaharu
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container_end_page 1002
container_issue 10
container_start_page 995
container_title Journal of clinical pharmacology
container_volume 35
creator Kodama, Yasuo
Kuranari, Masae
Kodama, Hirofumi
Tsutsumi, Kimiko
Fujii, Isao
Takeyama, Masaharu
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). 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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><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 &amp; 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. 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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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