Prediction of in-vivo pharmacokinetic profile for immediate and modified release oral dosage forms of furosemide using an in-vitro-in-silico-in-vivo approach
Objectives To develop a physiologically based pharmacokinetic (PBPK) model for furosemide immediate release (IR) tablets and modified release (MR) capsules by coupling biorelevant dissolution testing results with pharmacokinetic (PK) and physiologic parameters, and to investigate the key factors inf...
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Veröffentlicht in: | Journal of pharmacy and pharmacology 2015-05, Vol.67 (5), p.651-665 |
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creator | Otsuka, Keiichi Wagner, Christian Selen, Arzu Dressman, Jennifer |
description | Objectives
To develop a physiologically based pharmacokinetic (PBPK) model for furosemide immediate release (IR) tablets and modified release (MR) capsules by coupling biorelevant dissolution testing results with pharmacokinetic (PK) and physiologic parameters, and to investigate the key factors influencing furosemide absorption using simulation approaches and the PBPK model.
Methods
Using solubility, dissolution kinetics, gastrointestinal (GI) parameters and disposition parameters, a PBPK model for furosemide was developed with STELLA software. Solubility and dissolution profiles for both formulations were evaluated in biorelevant and compendial media. The simulated plasma profiles were compared with in‐vivo profiles using point estimates of area under plasma concentration‐time curve, maximal concentration after the dose and time to maximal concentration after the dose.
Key findings
Simulated plasma profiles of both furosemide IR tablets and MR capsules were similar to the observed in‐vivo profile in terms of PK parameters. Sensitivity analysis of the IR tablet model indicated that both the gastric emptying and absorption rate have an influence on the plasma profile. For the MR capsules, the sensitivity analysis suggested that the release rate in the small intestine, gastric emptying and the absorption rate all have an influence on the plasma profile.
Conclusions
A predictive model to describe both IR and MR dosage forms containing furosemide was attained. Because sensitivity analysis of the model is able to identify key factors influencing the plasma profile, this in‐vitro–in‐silico–in‐vivo approach could be a useful tool for facilitating formulation development of drug products. |
doi_str_mv | 10.1111/jphp.12365 |
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To develop a physiologically based pharmacokinetic (PBPK) model for furosemide immediate release (IR) tablets and modified release (MR) capsules by coupling biorelevant dissolution testing results with pharmacokinetic (PK) and physiologic parameters, and to investigate the key factors influencing furosemide absorption using simulation approaches and the PBPK model.
Methods
Using solubility, dissolution kinetics, gastrointestinal (GI) parameters and disposition parameters, a PBPK model for furosemide was developed with STELLA software. Solubility and dissolution profiles for both formulations were evaluated in biorelevant and compendial media. The simulated plasma profiles were compared with in‐vivo profiles using point estimates of area under plasma concentration‐time curve, maximal concentration after the dose and time to maximal concentration after the dose.
Key findings
Simulated plasma profiles of both furosemide IR tablets and MR capsules were similar to the observed in‐vivo profile in terms of PK parameters. Sensitivity analysis of the IR tablet model indicated that both the gastric emptying and absorption rate have an influence on the plasma profile. For the MR capsules, the sensitivity analysis suggested that the release rate in the small intestine, gastric emptying and the absorption rate all have an influence on the plasma profile.
Conclusions
A predictive model to describe both IR and MR dosage forms containing furosemide was attained. Because sensitivity analysis of the model is able to identify key factors influencing the plasma profile, this in‐vitro–in‐silico–in‐vivo approach could be a useful tool for facilitating formulation development of drug products.</description><identifier>ISSN: 0022-3573</identifier><identifier>EISSN: 2042-7158</identifier><identifier>DOI: 10.1111/jphp.12365</identifier><identifier>PMID: 25644429</identifier><identifier>CODEN: JPPMAB</identifier><language>eng</language><publisher>England: Blackwell Publishing Ltd</publisher><subject>Administration, Oral ; biorelevant dissolution ; Computer Simulation ; Delayed-Action Preparations - administration & dosage ; Delayed-Action Preparations - pharmacokinetics ; Drug Liberation ; furosemide ; Furosemide - administration & dosage ; Furosemide - pharmacokinetics ; Humans ; In Vitro Techniques ; Models, Biological ; modified release ; oral administration ; physiologically based pharmacokinetic models ; Plasma ; Tablets</subject><ispartof>Journal of pharmacy and pharmacology, 2015-05, Vol.67 (5), p.651-665</ispartof><rights>2015 Royal Pharmaceutical Society</rights><rights>2015 Royal Pharmaceutical Society.</rights><rights>Copyright © 2015 Royal Pharmaceutical Society</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5315-a338da0392704f41fabad7ff76abbd1cca2419c8e02ea0284dfe73767f773493</citedby><cites>FETCH-LOGICAL-c5315-a338da0392704f41fabad7ff76abbd1cca2419c8e02ea0284dfe73767f773493</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fjphp.12365$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fjphp.12365$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27903,27904,45553,45554</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25644429$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Otsuka, Keiichi</creatorcontrib><creatorcontrib>Wagner, Christian</creatorcontrib><creatorcontrib>Selen, Arzu</creatorcontrib><creatorcontrib>Dressman, Jennifer</creatorcontrib><title>Prediction of in-vivo pharmacokinetic profile for immediate and modified release oral dosage forms of furosemide using an in-vitro-in-silico-in-vivo approach</title><title>Journal of pharmacy and pharmacology</title><addtitle>J Pharm Pharmacol</addtitle><description>Objectives
To develop a physiologically based pharmacokinetic (PBPK) model for furosemide immediate release (IR) tablets and modified release (MR) capsules by coupling biorelevant dissolution testing results with pharmacokinetic (PK) and physiologic parameters, and to investigate the key factors influencing furosemide absorption using simulation approaches and the PBPK model.
Methods
Using solubility, dissolution kinetics, gastrointestinal (GI) parameters and disposition parameters, a PBPK model for furosemide was developed with STELLA software. Solubility and dissolution profiles for both formulations were evaluated in biorelevant and compendial media. The simulated plasma profiles were compared with in‐vivo profiles using point estimates of area under plasma concentration‐time curve, maximal concentration after the dose and time to maximal concentration after the dose.
Key findings
Simulated plasma profiles of both furosemide IR tablets and MR capsules were similar to the observed in‐vivo profile in terms of PK parameters. Sensitivity analysis of the IR tablet model indicated that both the gastric emptying and absorption rate have an influence on the plasma profile. For the MR capsules, the sensitivity analysis suggested that the release rate in the small intestine, gastric emptying and the absorption rate all have an influence on the plasma profile.
Conclusions
A predictive model to describe both IR and MR dosage forms containing furosemide was attained. Because sensitivity analysis of the model is able to identify key factors influencing the plasma profile, this in‐vitro–in‐silico–in‐vivo approach could be a useful tool for facilitating formulation development of drug products.</description><subject>Administration, Oral</subject><subject>biorelevant dissolution</subject><subject>Computer Simulation</subject><subject>Delayed-Action Preparations - administration & dosage</subject><subject>Delayed-Action Preparations - pharmacokinetics</subject><subject>Drug Liberation</subject><subject>furosemide</subject><subject>Furosemide - administration & dosage</subject><subject>Furosemide - pharmacokinetics</subject><subject>Humans</subject><subject>In Vitro Techniques</subject><subject>Models, Biological</subject><subject>modified release</subject><subject>oral administration</subject><subject>physiologically based pharmacokinetic models</subject><subject>Plasma</subject><subject>Tablets</subject><issn>0022-3573</issn><issn>2042-7158</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kc1u1DAUhS0EokNhwwMgS2wQUor_PbNEFUxBFYxEJdhZdxy742kSBzvpz8PwrjiTtgsWeOO7-M45vj4IvabkhJbzYd_v-hPKuJJP0IIRwSpN5fIpWhDCWMWl5kfoRc57QohWSj1HR0wqIQRbLdCfTXJ1sEOIHY4eh666DtcR9ztILdh4FTo3BIv7FH1oHPYx4dC2RQKDw9DVuI118MHVOLnGQXY4JmhwHTNcHvA2T75-TDG7NtQOjzl0l0U6Zw0pVmXIoQn2MB3ioS-BYHcv0TMPTXav7u9jdPH508XpWXX-ff3l9ON5ZSWnsgLOlzUQvmKaCC-ohy3U2nutYLutqbXABF3ZpSPMAWFLUXunuVbaa83Fih-jd7NtSf09ujyYNmTrmgY6F8dsqNKSqiXVE_r2H3Qfx9SVx02UkEoKIgr1fqZsWTsn502fQgvpzlBips7M1Jk5dFbgN_eW47b87CP6UFIB6AzclAru_mNlvm7ONg-m1awJeXC3jxpIV0aV1aX5-W1t1uKHVL-kMJL_BXHqs1k</recordid><startdate>201505</startdate><enddate>201505</enddate><creator>Otsuka, Keiichi</creator><creator>Wagner, Christian</creator><creator>Selen, Arzu</creator><creator>Dressman, Jennifer</creator><general>Blackwell Publishing Ltd</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</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>7QP</scope><scope>7TK</scope><scope>7U9</scope><scope>H94</scope><scope>K9.</scope><scope>M7N</scope><scope>7X8</scope></search><sort><creationdate>201505</creationdate><title>Prediction of in-vivo pharmacokinetic profile for immediate and modified release oral dosage forms of furosemide using an in-vitro-in-silico-in-vivo approach</title><author>Otsuka, Keiichi ; Wagner, Christian ; Selen, Arzu ; Dressman, Jennifer</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5315-a338da0392704f41fabad7ff76abbd1cca2419c8e02ea0284dfe73767f773493</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Administration, Oral</topic><topic>biorelevant dissolution</topic><topic>Computer Simulation</topic><topic>Delayed-Action Preparations - administration & dosage</topic><topic>Delayed-Action Preparations - pharmacokinetics</topic><topic>Drug Liberation</topic><topic>furosemide</topic><topic>Furosemide - administration & dosage</topic><topic>Furosemide - pharmacokinetics</topic><topic>Humans</topic><topic>In Vitro Techniques</topic><topic>Models, Biological</topic><topic>modified release</topic><topic>oral administration</topic><topic>physiologically based pharmacokinetic models</topic><topic>Plasma</topic><topic>Tablets</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Otsuka, Keiichi</creatorcontrib><creatorcontrib>Wagner, Christian</creatorcontrib><creatorcontrib>Selen, Arzu</creatorcontrib><creatorcontrib>Dressman, Jennifer</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of pharmacy and pharmacology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Otsuka, Keiichi</au><au>Wagner, Christian</au><au>Selen, Arzu</au><au>Dressman, Jennifer</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Prediction of in-vivo pharmacokinetic profile for immediate and modified release oral dosage forms of furosemide using an in-vitro-in-silico-in-vivo approach</atitle><jtitle>Journal of pharmacy and pharmacology</jtitle><addtitle>J Pharm Pharmacol</addtitle><date>2015-05</date><risdate>2015</risdate><volume>67</volume><issue>5</issue><spage>651</spage><epage>665</epage><pages>651-665</pages><issn>0022-3573</issn><eissn>2042-7158</eissn><coden>JPPMAB</coden><abstract>Objectives
To develop a physiologically based pharmacokinetic (PBPK) model for furosemide immediate release (IR) tablets and modified release (MR) capsules by coupling biorelevant dissolution testing results with pharmacokinetic (PK) and physiologic parameters, and to investigate the key factors influencing furosemide absorption using simulation approaches and the PBPK model.
Methods
Using solubility, dissolution kinetics, gastrointestinal (GI) parameters and disposition parameters, a PBPK model for furosemide was developed with STELLA software. Solubility and dissolution profiles for both formulations were evaluated in biorelevant and compendial media. The simulated plasma profiles were compared with in‐vivo profiles using point estimates of area under plasma concentration‐time curve, maximal concentration after the dose and time to maximal concentration after the dose.
Key findings
Simulated plasma profiles of both furosemide IR tablets and MR capsules were similar to the observed in‐vivo profile in terms of PK parameters. Sensitivity analysis of the IR tablet model indicated that both the gastric emptying and absorption rate have an influence on the plasma profile. For the MR capsules, the sensitivity analysis suggested that the release rate in the small intestine, gastric emptying and the absorption rate all have an influence on the plasma profile.
Conclusions
A predictive model to describe both IR and MR dosage forms containing furosemide was attained. Because sensitivity analysis of the model is able to identify key factors influencing the plasma profile, this in‐vitro–in‐silico–in‐vivo approach could be a useful tool for facilitating formulation development of drug products.</abstract><cop>England</cop><pub>Blackwell Publishing Ltd</pub><pmid>25644429</pmid><doi>10.1111/jphp.12365</doi><tpages>15</tpages></addata></record> |
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subjects | Administration, Oral biorelevant dissolution Computer Simulation Delayed-Action Preparations - administration & dosage Delayed-Action Preparations - pharmacokinetics Drug Liberation furosemide Furosemide - administration & dosage Furosemide - pharmacokinetics Humans In Vitro Techniques Models, Biological modified release oral administration physiologically based pharmacokinetic models Plasma Tablets |
title | Prediction of in-vivo pharmacokinetic profile for immediate and modified release oral dosage forms of furosemide using an in-vitro-in-silico-in-vivo approach |
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