Identifying the translational gap in the evaluation of drug‐induced QTc interval prolongation

Aims Given the similarities in QTc response between dogs and humans, dogs are used in pre‐clinical cardiovascular safety studies. The objective of our investigation was to characterize the PKPD relationships and identify translational gaps across species following the administration of three compoun...

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Veröffentlicht in:British journal of clinical pharmacology 2013-11, Vol.76 (5), p.708-724
Hauptverfasser: Chain, Anne S.Y., Dubois, Vincent F.S., Danhof, Meindert, Sturkenboom, Miriam C.J.M., Della Pasqua, Oscar
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container_end_page 724
container_issue 5
container_start_page 708
container_title British journal of clinical pharmacology
container_volume 76
creator Chain, Anne S.Y.
Dubois, Vincent F.S.
Danhof, Meindert
Sturkenboom, Miriam C.J.M.
Della Pasqua, Oscar
description Aims Given the similarities in QTc response between dogs and humans, dogs are used in pre‐clinical cardiovascular safety studies. The objective of our investigation was to characterize the PKPD relationships and identify translational gaps across species following the administration of three compounds known to cause QTc interval prolongation, namely cisapride, d, l‐sotalol and moxifloxacin. Methods Pharmacokinetic and pharmacodynamic data from experiments in conscious dogs and clinical trials were included in this analysis. First, pharmacokinetic modelling and deconvolution methods were applied to derive drug concentrations at the time of each QT measurement. A Bayesian PKPD model was then used to describe QT prolongation, allowing discrimination of drug‐specific effects from other physiological factors known to alter QT interval duration. A threshold of ≥10 ms was used to explore the probability of prolongation after drug administration. Results A linear relationship was found to best describe the pro‐arrhythmic effects of cisapride, d,l‐sotalol and moxifloxacin both in dogs and in humans. The drug‐specific parameter (slope) in dogs was statistically significantly different from humans. Despite such differences, our results show that the probability of QTc prolongation ≥10 ms in dogs nears 100% for all three compounds at the therapeutic exposure range in humans. Conclusions Our findings indicate that the slope of PKPD relationship in conscious dogs may be used as the basis for the prediction of drug‐induced QTc prolongation in humans. Furthermore, the risk of QTc prolongation can be expressed in terms of the probability associated with an increase ≥10 ms, allowing direct inferences about the clinical relevance of the pro‐arrhythmic potential of a molecule.
doi_str_mv 10.1111/bcp.12082
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The objective of our investigation was to characterize the PKPD relationships and identify translational gaps across species following the administration of three compounds known to cause QTc interval prolongation, namely cisapride, d, l‐sotalol and moxifloxacin. Methods Pharmacokinetic and pharmacodynamic data from experiments in conscious dogs and clinical trials were included in this analysis. First, pharmacokinetic modelling and deconvolution methods were applied to derive drug concentrations at the time of each QT measurement. A Bayesian PKPD model was then used to describe QT prolongation, allowing discrimination of drug‐specific effects from other physiological factors known to alter QT interval duration. A threshold of ≥10 ms was used to explore the probability of prolongation after drug administration. Results A linear relationship was found to best describe the pro‐arrhythmic effects of cisapride, d,l‐sotalol and moxifloxacin both in dogs and in humans. The drug‐specific parameter (slope) in dogs was statistically significantly different from humans. Despite such differences, our results show that the probability of QTc prolongation ≥10 ms in dogs nears 100% for all three compounds at the therapeutic exposure range in humans. Conclusions Our findings indicate that the slope of PKPD relationship in conscious dogs may be used as the basis for the prediction of drug‐induced QTc prolongation in humans. Furthermore, the risk of QTc prolongation can be expressed in terms of the probability associated with an increase ≥10 ms, allowing direct inferences about the clinical relevance of the pro‐arrhythmic potential of a molecule.</description><identifier>ISSN: 0306-5251</identifier><identifier>EISSN: 1365-2125</identifier><identifier>DOI: 10.1111/bcp.12082</identifier><identifier>PMID: 23351036</identifier><language>eng</language><publisher>England: Blackwell Science Inc</publisher><subject>Adolescent ; Adult ; Animals ; Aza Compounds - adverse effects ; Aza Compounds - pharmacokinetics ; Bayes Theorem ; Cisapride - adverse effects ; Cisapride - pharmacokinetics ; Cross-Over Studies ; Dogs ; Double-Blind Method ; Drug Evaluation, Preclinical ; Female ; Fluoroquinolones ; Humans ; Long QT Syndrome - chemically induced ; Male ; Middle Aged ; Models, Biological ; model‐based drug development ; Moxifloxacin ; pre‐clinical studies ; Probability ; QTc interval prolongation ; Quinolines - adverse effects ; Quinolines - pharmacokinetics ; Single-Blind Method ; Sotalol - adverse effects ; Sotalol - pharmacokinetics ; Species Specificity ; Translational Research ; Translational Research, Biomedical - methods ; translational science ; Young Adult</subject><ispartof>British journal of clinical pharmacology, 2013-11, Vol.76 (5), p.708-724</ispartof><rights>2013 The Authors. British Journal of Clinical Pharmacology © 2013 The British Pharmacological Society</rights><rights>2013 The Authors. British Journal of Clinical Pharmacology © 2013 The British Pharmacological Society.</rights><rights>2013 The Author British Journal of Clinical Pharmacology © 2013 The British Pharmacological Society 2013</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3212-2c7ce9bf64bf103fbbf0b199eb87dbd5fe737350c123850820abf4a04a6762db3</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fbcp.12082$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fbcp.12082$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>230,314,776,780,881,1411,1427,27901,27902,45550,45551,46384,46808</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23351036$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Chain, Anne S.Y.</creatorcontrib><creatorcontrib>Dubois, Vincent F.S.</creatorcontrib><creatorcontrib>Danhof, Meindert</creatorcontrib><creatorcontrib>Sturkenboom, Miriam C.J.M.</creatorcontrib><creatorcontrib>Della Pasqua, Oscar</creatorcontrib><creatorcontrib>Cardiovascular Safety Project Team, TI Pharma PKPD Platform</creatorcontrib><title>Identifying the translational gap in the evaluation of drug‐induced QTc interval prolongation</title><title>British journal of clinical pharmacology</title><addtitle>Br J Clin Pharmacol</addtitle><description>Aims Given the similarities in QTc response between dogs and humans, dogs are used in pre‐clinical cardiovascular safety studies. The objective of our investigation was to characterize the PKPD relationships and identify translational gaps across species following the administration of three compounds known to cause QTc interval prolongation, namely cisapride, d, l‐sotalol and moxifloxacin. Methods Pharmacokinetic and pharmacodynamic data from experiments in conscious dogs and clinical trials were included in this analysis. First, pharmacokinetic modelling and deconvolution methods were applied to derive drug concentrations at the time of each QT measurement. A Bayesian PKPD model was then used to describe QT prolongation, allowing discrimination of drug‐specific effects from other physiological factors known to alter QT interval duration. A threshold of ≥10 ms was used to explore the probability of prolongation after drug administration. Results A linear relationship was found to best describe the pro‐arrhythmic effects of cisapride, d,l‐sotalol and moxifloxacin both in dogs and in humans. The drug‐specific parameter (slope) in dogs was statistically significantly different from humans. Despite such differences, our results show that the probability of QTc prolongation ≥10 ms in dogs nears 100% for all three compounds at the therapeutic exposure range in humans. Conclusions Our findings indicate that the slope of PKPD relationship in conscious dogs may be used as the basis for the prediction of drug‐induced QTc prolongation in humans. Furthermore, the risk of QTc prolongation can be expressed in terms of the probability associated with an increase ≥10 ms, allowing direct inferences about the clinical relevance of the pro‐arrhythmic potential of a molecule.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Animals</subject><subject>Aza Compounds - adverse effects</subject><subject>Aza Compounds - pharmacokinetics</subject><subject>Bayes Theorem</subject><subject>Cisapride - adverse effects</subject><subject>Cisapride - pharmacokinetics</subject><subject>Cross-Over Studies</subject><subject>Dogs</subject><subject>Double-Blind Method</subject><subject>Drug Evaluation, Preclinical</subject><subject>Female</subject><subject>Fluoroquinolones</subject><subject>Humans</subject><subject>Long QT Syndrome - chemically induced</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Models, Biological</subject><subject>model‐based drug development</subject><subject>Moxifloxacin</subject><subject>pre‐clinical studies</subject><subject>Probability</subject><subject>QTc interval prolongation</subject><subject>Quinolines - adverse effects</subject><subject>Quinolines - pharmacokinetics</subject><subject>Single-Blind Method</subject><subject>Sotalol - adverse effects</subject><subject>Sotalol - pharmacokinetics</subject><subject>Species Specificity</subject><subject>Translational Research</subject><subject>Translational Research, Biomedical - methods</subject><subject>translational science</subject><subject>Young Adult</subject><issn>0306-5251</issn><issn>1365-2125</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVkctKAzEUhoMotlYXvoDkBabNpZlpN4IWL4WCCnUdcp1G0swwl5bufASf0ScxTrVoNgnn__JzzvkBuMRoiOMZSVUOMUETcgT6mKYsIZiwY9BHFKUJIwz3wFldvyGEKU7ZKegRShlGNO0DPtcmNM7uXMhhszKwqUSovWhcEYSHuSihC51gNsK3XR0WFuqqzT_fP1zQrTIavixV5BpTRQiWVeGLkHfsOTixwtfm4ucegNf7u-XsMVk8PcxnN4tE0dhsQlSmzFTadCxtbMxKaZHE06mRk0xLzazJaEYZUpjQCYuTIiHtWKCxSLOUaEkH4HrvW7ZybbSKQ1XC87Jya1HteCEc_68Et-J5seHRjjKKosHVX4PDz99VRWC0B7bOm91Bx4h_Z8BjBrzLgN_OnrsH_QI2Y3z2</recordid><startdate>201311</startdate><enddate>201311</enddate><creator>Chain, Anne S.Y.</creator><creator>Dubois, Vincent F.S.</creator><creator>Danhof, Meindert</creator><creator>Sturkenboom, Miriam C.J.M.</creator><creator>Della Pasqua, Oscar</creator><general>Blackwell Science Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>5PM</scope></search><sort><creationdate>201311</creationdate><title>Identifying the translational gap in the evaluation of drug‐induced QTc interval prolongation</title><author>Chain, Anne S.Y. ; Dubois, Vincent F.S. ; Danhof, Meindert ; Sturkenboom, Miriam C.J.M. ; Della Pasqua, Oscar</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3212-2c7ce9bf64bf103fbbf0b199eb87dbd5fe737350c123850820abf4a04a6762db3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Animals</topic><topic>Aza Compounds - adverse effects</topic><topic>Aza Compounds - pharmacokinetics</topic><topic>Bayes Theorem</topic><topic>Cisapride - adverse effects</topic><topic>Cisapride - pharmacokinetics</topic><topic>Cross-Over Studies</topic><topic>Dogs</topic><topic>Double-Blind Method</topic><topic>Drug Evaluation, Preclinical</topic><topic>Female</topic><topic>Fluoroquinolones</topic><topic>Humans</topic><topic>Long QT Syndrome - chemically induced</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Models, Biological</topic><topic>model‐based drug development</topic><topic>Moxifloxacin</topic><topic>pre‐clinical studies</topic><topic>Probability</topic><topic>QTc interval prolongation</topic><topic>Quinolines - adverse effects</topic><topic>Quinolines - pharmacokinetics</topic><topic>Single-Blind Method</topic><topic>Sotalol - adverse effects</topic><topic>Sotalol - pharmacokinetics</topic><topic>Species Specificity</topic><topic>Translational Research</topic><topic>Translational Research, Biomedical - methods</topic><topic>translational science</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chain, Anne S.Y.</creatorcontrib><creatorcontrib>Dubois, Vincent F.S.</creatorcontrib><creatorcontrib>Danhof, Meindert</creatorcontrib><creatorcontrib>Sturkenboom, Miriam C.J.M.</creatorcontrib><creatorcontrib>Della Pasqua, Oscar</creatorcontrib><creatorcontrib>Cardiovascular Safety Project Team, TI Pharma PKPD Platform</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</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>Chain, Anne S.Y.</au><au>Dubois, Vincent F.S.</au><au>Danhof, Meindert</au><au>Sturkenboom, Miriam C.J.M.</au><au>Della Pasqua, Oscar</au><aucorp>Cardiovascular Safety Project Team, TI Pharma PKPD Platform</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Identifying the translational gap in the evaluation of drug‐induced QTc interval prolongation</atitle><jtitle>British journal of clinical pharmacology</jtitle><addtitle>Br J Clin Pharmacol</addtitle><date>2013-11</date><risdate>2013</risdate><volume>76</volume><issue>5</issue><spage>708</spage><epage>724</epage><pages>708-724</pages><issn>0306-5251</issn><eissn>1365-2125</eissn><abstract>Aims Given the similarities in QTc response between dogs and humans, dogs are used in pre‐clinical cardiovascular safety studies. The objective of our investigation was to characterize the PKPD relationships and identify translational gaps across species following the administration of three compounds known to cause QTc interval prolongation, namely cisapride, d, l‐sotalol and moxifloxacin. Methods Pharmacokinetic and pharmacodynamic data from experiments in conscious dogs and clinical trials were included in this analysis. First, pharmacokinetic modelling and deconvolution methods were applied to derive drug concentrations at the time of each QT measurement. A Bayesian PKPD model was then used to describe QT prolongation, allowing discrimination of drug‐specific effects from other physiological factors known to alter QT interval duration. A threshold of ≥10 ms was used to explore the probability of prolongation after drug administration. Results A linear relationship was found to best describe the pro‐arrhythmic effects of cisapride, d,l‐sotalol and moxifloxacin both in dogs and in humans. The drug‐specific parameter (slope) in dogs was statistically significantly different from humans. Despite such differences, our results show that the probability of QTc prolongation ≥10 ms in dogs nears 100% for all three compounds at the therapeutic exposure range in humans. Conclusions Our findings indicate that the slope of PKPD relationship in conscious dogs may be used as the basis for the prediction of drug‐induced QTc prolongation in humans. Furthermore, the risk of QTc prolongation can be expressed in terms of the probability associated with an increase ≥10 ms, allowing direct inferences about the clinical relevance of the pro‐arrhythmic potential of a molecule.</abstract><cop>England</cop><pub>Blackwell Science Inc</pub><pmid>23351036</pmid><doi>10.1111/bcp.12082</doi><tpages>17</tpages><oa>free_for_read</oa></addata></record>
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subjects Adolescent
Adult
Animals
Aza Compounds - adverse effects
Aza Compounds - pharmacokinetics
Bayes Theorem
Cisapride - adverse effects
Cisapride - pharmacokinetics
Cross-Over Studies
Dogs
Double-Blind Method
Drug Evaluation, Preclinical
Female
Fluoroquinolones
Humans
Long QT Syndrome - chemically induced
Male
Middle Aged
Models, Biological
model‐based drug development
Moxifloxacin
pre‐clinical studies
Probability
QTc interval prolongation
Quinolines - adverse effects
Quinolines - pharmacokinetics
Single-Blind Method
Sotalol - adverse effects
Sotalol - pharmacokinetics
Species Specificity
Translational Research
Translational Research, Biomedical - methods
translational science
Young Adult
title Identifying the translational gap in the evaluation of drug‐induced QTc interval prolongation
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