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Population pharmacokinetics model and limited sampling strategy for intravenous vinorelbine derived from phase I clinical trials
Aims a) To characterize the pharmacokinetics of intravenous vinorelbine, b) to use a population analysis for the identification of patient covariates that might appreciably influence its disposition and c) to define a limited sampling strategy for further Bayesian estimation of individual pharmacok...
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Published in: | British journal of clinical pharmacology 2002-05, Vol.53 (5), p.459-468 |
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description | Aims a) To characterize the pharmacokinetics of intravenous vinorelbine, b) to use a population analysis for the identification of patient covariates that might appreciably influence its disposition and c) to define a limited sampling strategy for further Bayesian estimation of individual pharmacokinetic parameters.
Methods All data were collected from 64 patients (99 courses) entered in three different phase I trials that have been previously reported. All patients received vinorelbine as a 20 min infusion with dose levels ranging from 20–45 mg m−2. The population pharmacokinetic model was built in a sequential manner on a subset of two‐thirds of the data, starting with a covariate‐free model then progressing to a covariate model using the nonlinear‐mixed effect methodology. The remaining one‐third of the data were used to validate several sparse sampling designs.
Results A linear three‐compartment model characterized vinorelbine blood concentrations (n=1228). Two primary pharmacokinetic parameters (total clearance and volume of distribution) were related to various combinations of covariates. The relationship for total clearance (CLtotal (l h−1)=29.2×BSA×(1−0.0090 Plt)+6.7×Wt/Crs) was dependent on the patient's body surface area (BSA), weight (Wt), serum creatinine (Crs) and platelet count before administration (Plt). The optimal limited sampling strategy consisted of a combination of three measured blood concentrations; the first immediately before the end of infusion or 20 min later, the second at either 1 h, 3 h or 6 h and the third at 24 h after drug administration.
Conclusions A population pharmacokinetic model and a limited sampling strategy for intravenous vinorelbine have been developed. This is the first population analysis performed on the basis of a large phase I database that has identified clinical covariates influencing the disposition of i.v. vinorelbine. The model can be used to obtain accurate Bayesian estimates of pharmacokinetic parameters in situations where extensive pharmacokinetic sampling is not feasable. |
doi_str_mv | 10.1046/j.1365-2125.2002.01581.x |
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fullrecord | <record><control><sourceid>wiley_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_1874343</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>BCP1581</sourcerecordid><originalsourceid>FETCH-LOGICAL-c5001-803a0429952e3ce4e2ea155ac9336dfbe362d4f2a1957a9abe31ec8e0ad1f3b93</originalsourceid><addsrcrecordid>eNqNUcFu1DAUtBCILoVfQL5wTOpnx2lyAAlWUCpVoof2bL11XrZekjiys9vujU_HYVctvfX0bL-Z8WiGMQ4iB1GUZ5scVKkzCVLnUgiZC9AV5A-v2OJx8ZothBJlpqWGE_Yuxo0QoKDUb9kJQF0XQsOC_bn247bDyfmBj3cYerT-txtocjby3jfUcRwa3rneTdTwiP3YuWHN4xRwovWetz5wN6Tbjga_jXznBh-oWyUN3lBwu8Rqg-9n9Uj8ktvEdxY7PgWHXXzP3rRp0IfjPGW3P77fLH9mV78uLpdfrzKrk--sEgpFIetaS1KWCpKEoDXaWqmyaVekStkUrUSo9TnWmB6AbEUCG2jVqlan7MtBd9yuemoszZ47MwbXY9gbj8483wzuzqz9zkB1XqhCJYHqIGCDjzFQ-8gFYeZWzMbM4Zs5fDO3Yv61Yh4S9eP_fz8RjzUkwKcjAGOKpg04WBefcAVUZamqhPt8wN27jvYvNmC-La_nk_oLBPetcQ</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Population pharmacokinetics model and limited sampling strategy for intravenous vinorelbine derived from phase I clinical trials</title><source>Wiley-Blackwell Read & Publish Collection</source><creator>Nguyen, Laurent ; Tranchand, Brigitte ; Puozzo, Christian ; Variol, Philippe</creator><creatorcontrib>Nguyen, Laurent ; Tranchand, Brigitte ; Puozzo, Christian ; Variol, Philippe</creatorcontrib><description>Aims a) To characterize the pharmacokinetics of intravenous vinorelbine, b) to use a population analysis for the identification of patient covariates that might appreciably influence its disposition and c) to define a limited sampling strategy for further Bayesian estimation of individual pharmacokinetic parameters.
Methods All data were collected from 64 patients (99 courses) entered in three different phase I trials that have been previously reported. All patients received vinorelbine as a 20 min infusion with dose levels ranging from 20–45 mg m−2. The population pharmacokinetic model was built in a sequential manner on a subset of two‐thirds of the data, starting with a covariate‐free model then progressing to a covariate model using the nonlinear‐mixed effect methodology. The remaining one‐third of the data were used to validate several sparse sampling designs.
Results A linear three‐compartment model characterized vinorelbine blood concentrations (n=1228). Two primary pharmacokinetic parameters (total clearance and volume of distribution) were related to various combinations of covariates. The relationship for total clearance (CLtotal (l h−1)=29.2×BSA×(1−0.0090 Plt)+6.7×Wt/Crs) was dependent on the patient's body surface area (BSA), weight (Wt), serum creatinine (Crs) and platelet count before administration (Plt). The optimal limited sampling strategy consisted of a combination of three measured blood concentrations; the first immediately before the end of infusion or 20 min later, the second at either 1 h, 3 h or 6 h and the third at 24 h after drug administration.
Conclusions A population pharmacokinetic model and a limited sampling strategy for intravenous vinorelbine have been developed. This is the first population analysis performed on the basis of a large phase I database that has identified clinical covariates influencing the disposition of i.v. vinorelbine. The model can be used to obtain accurate Bayesian estimates of pharmacokinetic parameters in situations where extensive pharmacokinetic sampling is not feasable.</description><identifier>ISSN: 0306-5251</identifier><identifier>EISSN: 1365-2125</identifier><identifier>DOI: 10.1046/j.1365-2125.2002.01581.x</identifier><identifier>PMID: 11994051</identifier><identifier>CODEN: BCPHBM</identifier><language>eng</language><publisher>Oxford, UK: Blackwell Science Ltd</publisher><subject>Adult ; Aged ; Antineoplastic agents ; Antineoplastic Agents, Phytogenic - blood ; Antineoplastic Agents, Phytogenic - pharmacokinetics ; Bayes Theorem ; Biological and medical sciences ; Chemotherapy ; Clinical Trials, Phase I as Topic ; Female ; Humans ; i.v. vinorelbine ; Injections, Intravenous ; limited sampling strategy ; Male ; Medical sciences ; Middle Aged ; Models, Biological ; Pharmacology. Drug treatments ; Population Pharmacokinetics ; Retrospective Studies ; Sampling Studies ; Vinblastine - analogs & derivatives ; Vinblastine - blood ; Vinblastine - pharmacokinetics ; Vinorelbine</subject><ispartof>British journal of clinical pharmacology, 2002-05, Vol.53 (5), p.459-468</ispartof><rights>2002 INIST-CNRS</rights><rights>2002 Blackwell Science Ltd 2002</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5001-803a0429952e3ce4e2ea155ac9336dfbe362d4f2a1957a9abe31ec8e0ad1f3b93</citedby><cites>FETCH-LOGICAL-c5001-803a0429952e3ce4e2ea155ac9336dfbe362d4f2a1957a9abe31ec8e0ad1f3b93</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,309,310,314,780,784,789,790,885,23930,23931,25140,27924,27925</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=14186638$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/11994051$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Nguyen, Laurent</creatorcontrib><creatorcontrib>Tranchand, Brigitte</creatorcontrib><creatorcontrib>Puozzo, Christian</creatorcontrib><creatorcontrib>Variol, Philippe</creatorcontrib><title>Population pharmacokinetics model and limited sampling strategy for intravenous vinorelbine derived from phase I clinical trials</title><title>British journal of clinical pharmacology</title><addtitle>Br J Clin Pharmacol</addtitle><description>Aims a) To characterize the pharmacokinetics of intravenous vinorelbine, b) to use a population analysis for the identification of patient covariates that might appreciably influence its disposition and c) to define a limited sampling strategy for further Bayesian estimation of individual pharmacokinetic parameters.
Methods All data were collected from 64 patients (99 courses) entered in three different phase I trials that have been previously reported. All patients received vinorelbine as a 20 min infusion with dose levels ranging from 20–45 mg m−2. The population pharmacokinetic model was built in a sequential manner on a subset of two‐thirds of the data, starting with a covariate‐free model then progressing to a covariate model using the nonlinear‐mixed effect methodology. The remaining one‐third of the data were used to validate several sparse sampling designs.
Results A linear three‐compartment model characterized vinorelbine blood concentrations (n=1228). Two primary pharmacokinetic parameters (total clearance and volume of distribution) were related to various combinations of covariates. The relationship for total clearance (CLtotal (l h−1)=29.2×BSA×(1−0.0090 Plt)+6.7×Wt/Crs) was dependent on the patient's body surface area (BSA), weight (Wt), serum creatinine (Crs) and platelet count before administration (Plt). The optimal limited sampling strategy consisted of a combination of three measured blood concentrations; the first immediately before the end of infusion or 20 min later, the second at either 1 h, 3 h or 6 h and the third at 24 h after drug administration.
Conclusions A population pharmacokinetic model and a limited sampling strategy for intravenous vinorelbine have been developed. This is the first population analysis performed on the basis of a large phase I database that has identified clinical covariates influencing the disposition of i.v. vinorelbine. The model can be used to obtain accurate Bayesian estimates of pharmacokinetic parameters in situations where extensive pharmacokinetic sampling is not feasable.</description><subject>Adult</subject><subject>Aged</subject><subject>Antineoplastic agents</subject><subject>Antineoplastic Agents, Phytogenic - blood</subject><subject>Antineoplastic Agents, Phytogenic - pharmacokinetics</subject><subject>Bayes Theorem</subject><subject>Biological and medical sciences</subject><subject>Chemotherapy</subject><subject>Clinical Trials, Phase I as Topic</subject><subject>Female</subject><subject>Humans</subject><subject>i.v. vinorelbine</subject><subject>Injections, Intravenous</subject><subject>limited sampling strategy</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Models, Biological</subject><subject>Pharmacology. Drug treatments</subject><subject>Population Pharmacokinetics</subject><subject>Retrospective Studies</subject><subject>Sampling Studies</subject><subject>Vinblastine - analogs & derivatives</subject><subject>Vinblastine - blood</subject><subject>Vinblastine - pharmacokinetics</subject><subject>Vinorelbine</subject><issn>0306-5251</issn><issn>1365-2125</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2002</creationdate><recordtype>article</recordtype><recordid>eNqNUcFu1DAUtBCILoVfQL5wTOpnx2lyAAlWUCpVoof2bL11XrZekjiys9vujU_HYVctvfX0bL-Z8WiGMQ4iB1GUZ5scVKkzCVLnUgiZC9AV5A-v2OJx8ZothBJlpqWGE_Yuxo0QoKDUb9kJQF0XQsOC_bn247bDyfmBj3cYerT-txtocjby3jfUcRwa3rneTdTwiP3YuWHN4xRwovWetz5wN6Tbjga_jXznBh-oWyUN3lBwu8Rqg-9n9Uj8ktvEdxY7PgWHXXzP3rRp0IfjPGW3P77fLH9mV78uLpdfrzKrk--sEgpFIetaS1KWCpKEoDXaWqmyaVekStkUrUSo9TnWmB6AbEUCG2jVqlan7MtBd9yuemoszZ47MwbXY9gbj8483wzuzqz9zkB1XqhCJYHqIGCDjzFQ-8gFYeZWzMbM4Zs5fDO3Yv61Yh4S9eP_fz8RjzUkwKcjAGOKpg04WBefcAVUZamqhPt8wN27jvYvNmC-La_nk_oLBPetcQ</recordid><startdate>200205</startdate><enddate>200205</enddate><creator>Nguyen, Laurent</creator><creator>Tranchand, Brigitte</creator><creator>Puozzo, Christian</creator><creator>Variol, Philippe</creator><general>Blackwell Science Ltd</general><general>Blackwell Science</general><general>Blackwell Science Inc</general><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>5PM</scope></search><sort><creationdate>200205</creationdate><title>Population pharmacokinetics model and limited sampling strategy for intravenous vinorelbine derived from phase I clinical trials</title><author>Nguyen, Laurent ; Tranchand, Brigitte ; Puozzo, Christian ; Variol, Philippe</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5001-803a0429952e3ce4e2ea155ac9336dfbe362d4f2a1957a9abe31ec8e0ad1f3b93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2002</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Antineoplastic agents</topic><topic>Antineoplastic Agents, Phytogenic - blood</topic><topic>Antineoplastic Agents, Phytogenic - pharmacokinetics</topic><topic>Bayes Theorem</topic><topic>Biological and medical sciences</topic><topic>Chemotherapy</topic><topic>Clinical Trials, Phase I as Topic</topic><topic>Female</topic><topic>Humans</topic><topic>i.v. vinorelbine</topic><topic>Injections, Intravenous</topic><topic>limited sampling strategy</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Models, Biological</topic><topic>Pharmacology. Drug treatments</topic><topic>Population Pharmacokinetics</topic><topic>Retrospective Studies</topic><topic>Sampling Studies</topic><topic>Vinblastine - analogs & derivatives</topic><topic>Vinblastine - blood</topic><topic>Vinblastine - pharmacokinetics</topic><topic>Vinorelbine</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Nguyen, Laurent</creatorcontrib><creatorcontrib>Tranchand, Brigitte</creatorcontrib><creatorcontrib>Puozzo, Christian</creatorcontrib><creatorcontrib>Variol, Philippe</creatorcontrib><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>PubMed Central (Full Participant titles)</collection><jtitle>British journal of clinical pharmacology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Nguyen, Laurent</au><au>Tranchand, Brigitte</au><au>Puozzo, Christian</au><au>Variol, Philippe</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Population pharmacokinetics model and limited sampling strategy for intravenous vinorelbine derived from phase I clinical trials</atitle><jtitle>British journal of clinical pharmacology</jtitle><addtitle>Br J Clin Pharmacol</addtitle><date>2002-05</date><risdate>2002</risdate><volume>53</volume><issue>5</issue><spage>459</spage><epage>468</epage><pages>459-468</pages><issn>0306-5251</issn><eissn>1365-2125</eissn><coden>BCPHBM</coden><abstract>Aims a) To characterize the pharmacokinetics of intravenous vinorelbine, b) to use a population analysis for the identification of patient covariates that might appreciably influence its disposition and c) to define a limited sampling strategy for further Bayesian estimation of individual pharmacokinetic parameters.
Methods All data were collected from 64 patients (99 courses) entered in three different phase I trials that have been previously reported. All patients received vinorelbine as a 20 min infusion with dose levels ranging from 20–45 mg m−2. The population pharmacokinetic model was built in a sequential manner on a subset of two‐thirds of the data, starting with a covariate‐free model then progressing to a covariate model using the nonlinear‐mixed effect methodology. The remaining one‐third of the data were used to validate several sparse sampling designs.
Results A linear three‐compartment model characterized vinorelbine blood concentrations (n=1228). Two primary pharmacokinetic parameters (total clearance and volume of distribution) were related to various combinations of covariates. The relationship for total clearance (CLtotal (l h−1)=29.2×BSA×(1−0.0090 Plt)+6.7×Wt/Crs) was dependent on the patient's body surface area (BSA), weight (Wt), serum creatinine (Crs) and platelet count before administration (Plt). The optimal limited sampling strategy consisted of a combination of three measured blood concentrations; the first immediately before the end of infusion or 20 min later, the second at either 1 h, 3 h or 6 h and the third at 24 h after drug administration.
Conclusions A population pharmacokinetic model and a limited sampling strategy for intravenous vinorelbine have been developed. This is the first population analysis performed on the basis of a large phase I database that has identified clinical covariates influencing the disposition of i.v. vinorelbine. The model can be used to obtain accurate Bayesian estimates of pharmacokinetic parameters in situations where extensive pharmacokinetic sampling is not feasable.</abstract><cop>Oxford, UK</cop><pub>Blackwell Science Ltd</pub><pmid>11994051</pmid><doi>10.1046/j.1365-2125.2002.01581.x</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Aged Antineoplastic agents Antineoplastic Agents, Phytogenic - blood Antineoplastic Agents, Phytogenic - pharmacokinetics Bayes Theorem Biological and medical sciences Chemotherapy Clinical Trials, Phase I as Topic Female Humans i.v. vinorelbine Injections, Intravenous limited sampling strategy Male Medical sciences Middle Aged Models, Biological Pharmacology. Drug treatments Population Pharmacokinetics Retrospective Studies Sampling Studies Vinblastine - analogs & derivatives Vinblastine - blood Vinblastine - pharmacokinetics Vinorelbine |
title | Population pharmacokinetics model and limited sampling strategy for intravenous vinorelbine derived from phase I clinical trials |
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