Exposure–response analyses of blood pressure and heart rate changes for methylphenidate in healthy adults
The aim of the study was to evaluate the exposure–response (E–R) relationships of blood pressure (BP) and heart rate (HR) changes in healthy adults taking methylphenidate (MPH). Intensive time profiles of BP and HR from healthy adults in placebo and MPH treatment arms of seven clinical trials from t...
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Veröffentlicht in: | Journal of pharmacokinetics and pharmacodynamics 2017-06, Vol.44 (3), p.245-262 |
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description | The aim of the study was to evaluate the exposure–response (E–R) relationships of blood pressure (BP) and heart rate (HR) changes in healthy adults taking methylphenidate (MPH). Intensive time profiles of BP and HR from healthy adults in placebo and MPH treatment arms of seven clinical trials from the FDA internal database were utilized for this analysis. The analysis model contains a circadian component for placebo effect and an E–R component to describe drug effect. Internal validation was performed using goodness-of-fit plots and visual predictive check. A meta-database based on a systemic literature search was constructed and used for external validation of the developed models. We found that circadian models could quantify the time profiles of BP/HR in placebo arms. Linear models could describe the correlations between MPH concentrations, and BP/HR changes. The BP and HR changes were highly dependent on the shapes of MPH pharmacokinetic (PK) profiles without an apparent time delay. MPH has the greatest effect on HR, followed by systolic BP, and diastolic BP. Internal validation revealed that the developed models could adequately describe the circadian rhythms of HR and BP in placebo arms and the E–R relationships of MPH. External validation showed the models had good predictive capability of the literature data. In conclusion, the developed models adequately characterized the circadian rhythm and the MPH induced effects on BP and HR. The changes in BP and HR were highly correlated with MPH blood levels with no apparent delay. The time courses of BP and HR are similar to the MPH PK profiles. As a result, the immediate-release formulation may yield larger maximum BP and HR effect than the extended-release formulation under similar dose. |
doi_str_mv | 10.1007/s10928-017-9513-5 |
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Intensive time profiles of BP and HR from healthy adults in placebo and MPH treatment arms of seven clinical trials from the FDA internal database were utilized for this analysis. The analysis model contains a circadian component for placebo effect and an E–R component to describe drug effect. Internal validation was performed using goodness-of-fit plots and visual predictive check. A meta-database based on a systemic literature search was constructed and used for external validation of the developed models. We found that circadian models could quantify the time profiles of BP/HR in placebo arms. Linear models could describe the correlations between MPH concentrations, and BP/HR changes. The BP and HR changes were highly dependent on the shapes of MPH pharmacokinetic (PK) profiles without an apparent time delay. MPH has the greatest effect on HR, followed by systolic BP, and diastolic BP. Internal validation revealed that the developed models could adequately describe the circadian rhythms of HR and BP in placebo arms and the E–R relationships of MPH. External validation showed the models had good predictive capability of the literature data. In conclusion, the developed models adequately characterized the circadian rhythm and the MPH induced effects on BP and HR. The changes in BP and HR were highly correlated with MPH blood levels with no apparent delay. The time courses of BP and HR are similar to the MPH PK profiles. As a result, the immediate-release formulation may yield larger maximum BP and HR effect than the extended-release formulation under similar dose.</description><identifier>ISSN: 1567-567X</identifier><identifier>EISSN: 1573-8744</identifier><identifier>DOI: 10.1007/s10928-017-9513-5</identifier><identifier>PMID: 28214989</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Adult ; Aged ; Biochemistry ; Biomedical and Life Sciences ; Biomedical Engineering and Bioengineering ; Biomedicine ; Blood levels ; Blood pressure ; Blood Pressure - drug effects ; Blood Pressure Determination - methods ; Circadian rhythm ; Circadian Rhythm - drug effects ; Circadian rhythms ; Clinical trials ; Clinical Trials as Topic ; Delayed-Action Preparations - adverse effects ; Delayed-Action Preparations - therapeutic use ; Dose-response effects ; Dose-Response Relationship, Drug ; Exposure ; Female ; Healthy Volunteers ; Heart rate ; Heart Rate - drug effects ; Humans ; Male ; Methylphenidate ; Methylphenidate - adverse effects ; Methylphenidate - therapeutic use ; Original Paper ; Pharmacology/Toxicology ; Pharmacy ; Placebo effect ; Placebos ; Time lag ; Veterinary Medicine/Veterinary Science ; Young Adult</subject><ispartof>Journal of pharmacokinetics and pharmacodynamics, 2017-06, Vol.44 (3), p.245-262</ispartof><rights>Springer Science+Business Media New York (outside the USA) 2017</rights><rights>Journal of Pharmacokinetics and Pharmacodynamics is a copyright of Springer, 2017.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c372t-9b7693fa408d4b1cfc2c18f6a068ca903084f500f1cc9f3f578f160e751b722b3</citedby><cites>FETCH-LOGICAL-c372t-9b7693fa408d4b1cfc2c18f6a068ca903084f500f1cc9f3f578f160e751b722b3</cites><orcidid>0000-0002-3858-2048</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s10928-017-9513-5$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s10928-017-9513-5$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28214989$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Li, Liang</creatorcontrib><creatorcontrib>Wang, Yaning</creatorcontrib><creatorcontrib>Uppoor, Ramana S.</creatorcontrib><creatorcontrib>Mehta, Mehul U.</creatorcontrib><creatorcontrib>Farchione, Tiffany</creatorcontrib><creatorcontrib>Mathis, Mitchell V.</creatorcontrib><creatorcontrib>Zhu, Hao</creatorcontrib><title>Exposure–response analyses of blood pressure and heart rate changes for methylphenidate in healthy adults</title><title>Journal of pharmacokinetics and pharmacodynamics</title><addtitle>J Pharmacokinet Pharmacodyn</addtitle><addtitle>J Pharmacokinet Pharmacodyn</addtitle><description>The aim of the study was to evaluate the exposure–response (E–R) relationships of blood pressure (BP) and heart rate (HR) changes in healthy adults taking methylphenidate (MPH). Intensive time profiles of BP and HR from healthy adults in placebo and MPH treatment arms of seven clinical trials from the FDA internal database were utilized for this analysis. The analysis model contains a circadian component for placebo effect and an E–R component to describe drug effect. Internal validation was performed using goodness-of-fit plots and visual predictive check. A meta-database based on a systemic literature search was constructed and used for external validation of the developed models. We found that circadian models could quantify the time profiles of BP/HR in placebo arms. Linear models could describe the correlations between MPH concentrations, and BP/HR changes. The BP and HR changes were highly dependent on the shapes of MPH pharmacokinetic (PK) profiles without an apparent time delay. MPH has the greatest effect on HR, followed by systolic BP, and diastolic BP. Internal validation revealed that the developed models could adequately describe the circadian rhythms of HR and BP in placebo arms and the E–R relationships of MPH. External validation showed the models had good predictive capability of the literature data. In conclusion, the developed models adequately characterized the circadian rhythm and the MPH induced effects on BP and HR. The changes in BP and HR were highly correlated with MPH blood levels with no apparent delay. The time courses of BP and HR are similar to the MPH PK profiles. As a result, the immediate-release formulation may yield larger maximum BP and HR effect than the extended-release formulation under similar dose.</description><subject>Adult</subject><subject>Aged</subject><subject>Biochemistry</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedical Engineering and Bioengineering</subject><subject>Biomedicine</subject><subject>Blood levels</subject><subject>Blood pressure</subject><subject>Blood Pressure - drug effects</subject><subject>Blood Pressure Determination - methods</subject><subject>Circadian rhythm</subject><subject>Circadian Rhythm - drug effects</subject><subject>Circadian rhythms</subject><subject>Clinical trials</subject><subject>Clinical Trials as Topic</subject><subject>Delayed-Action Preparations - adverse effects</subject><subject>Delayed-Action Preparations - therapeutic use</subject><subject>Dose-response effects</subject><subject>Dose-Response Relationship, Drug</subject><subject>Exposure</subject><subject>Female</subject><subject>Healthy Volunteers</subject><subject>Heart rate</subject><subject>Heart Rate - drug effects</subject><subject>Humans</subject><subject>Male</subject><subject>Methylphenidate</subject><subject>Methylphenidate - adverse effects</subject><subject>Methylphenidate - therapeutic use</subject><subject>Original Paper</subject><subject>Pharmacology/Toxicology</subject><subject>Pharmacy</subject><subject>Placebo effect</subject><subject>Placebos</subject><subject>Time lag</subject><subject>Veterinary Medicine/Veterinary Science</subject><subject>Young Adult</subject><issn>1567-567X</issn><issn>1573-8744</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><recordid>eNp1kc1KxDAUhYMo_j-AGwm4cVO9SZsmWYqMPzDgRsFdSNPEGe00NWnB2fkOvqFPYsqMIoKLJJec756QexA6InBGAPh5JCCpyIDwTDKSZ2wD7RLG80zwotgc65JnaT3uoL0YnwFIyShsox0qKCmkkLvoZfLW-TgE-_n-EWzsfBst1q1ultFG7B2uGu9r3CVtpJJU45nVocdB9xabmW6fEuh8wAvbz5ZNN7PtvB61eTuSTbrEuh6aPh6gLaebaA_X5z56uJrcX95k07vr28uLaWZyTvtMVryUudMFiLqoiHGGGiJcqaEURkvIQRSOAThijHS5Y1w4UoLljFSc0irfR6cr3y7418HGXi3m0dim0a31Q1REcCgLlraEnvxBn_0Q0vdHSkpBBeMjRVaUCT7GYJ3qwnyhw1IRUGMSapWESkmoMQnFUs_x2nmoFrb-6fgefQLoCohJSkMMv57-1_ULwR6Vug</recordid><startdate>20170601</startdate><enddate>20170601</enddate><creator>Li, Liang</creator><creator>Wang, Yaning</creator><creator>Uppoor, Ramana S.</creator><creator>Mehta, Mehul U.</creator><creator>Farchione, Tiffany</creator><creator>Mathis, Mitchell V.</creator><creator>Zhu, Hao</creator><general>Springer US</general><general>Springer Nature B.V</general><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>3V.</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>H94</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-3858-2048</orcidid></search><sort><creationdate>20170601</creationdate><title>Exposure–response analyses of blood pressure and heart rate changes for methylphenidate in healthy adults</title><author>Li, Liang ; Wang, Yaning ; Uppoor, Ramana S. ; Mehta, Mehul U. ; Farchione, Tiffany ; Mathis, Mitchell V. ; Zhu, Hao</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c372t-9b7693fa408d4b1cfc2c18f6a068ca903084f500f1cc9f3f578f160e751b722b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Biochemistry</topic><topic>Biomedical and Life Sciences</topic><topic>Biomedical Engineering and Bioengineering</topic><topic>Biomedicine</topic><topic>Blood levels</topic><topic>Blood pressure</topic><topic>Blood Pressure - drug effects</topic><topic>Blood Pressure Determination - methods</topic><topic>Circadian rhythm</topic><topic>Circadian Rhythm - drug effects</topic><topic>Circadian rhythms</topic><topic>Clinical trials</topic><topic>Clinical Trials as Topic</topic><topic>Delayed-Action Preparations - adverse effects</topic><topic>Delayed-Action Preparations - therapeutic use</topic><topic>Dose-response effects</topic><topic>Dose-Response Relationship, Drug</topic><topic>Exposure</topic><topic>Female</topic><topic>Healthy Volunteers</topic><topic>Heart rate</topic><topic>Heart Rate - drug effects</topic><topic>Humans</topic><topic>Male</topic><topic>Methylphenidate</topic><topic>Methylphenidate - adverse effects</topic><topic>Methylphenidate - therapeutic use</topic><topic>Original Paper</topic><topic>Pharmacology/Toxicology</topic><topic>Pharmacy</topic><topic>Placebo effect</topic><topic>Placebos</topic><topic>Time lag</topic><topic>Veterinary Medicine/Veterinary Science</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Liang</creatorcontrib><creatorcontrib>Wang, Yaning</creatorcontrib><creatorcontrib>Uppoor, Ramana S.</creatorcontrib><creatorcontrib>Mehta, Mehul U.</creatorcontrib><creatorcontrib>Farchione, Tiffany</creatorcontrib><creatorcontrib>Mathis, Mitchell V.</creatorcontrib><creatorcontrib>Zhu, Hao</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Virology and AIDS Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of pharmacokinetics and pharmacodynamics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Liang</au><au>Wang, Yaning</au><au>Uppoor, Ramana S.</au><au>Mehta, Mehul U.</au><au>Farchione, Tiffany</au><au>Mathis, Mitchell V.</au><au>Zhu, Hao</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Exposure–response analyses of blood pressure and heart rate changes for methylphenidate in healthy adults</atitle><jtitle>Journal of pharmacokinetics and pharmacodynamics</jtitle><stitle>J Pharmacokinet Pharmacodyn</stitle><addtitle>J Pharmacokinet Pharmacodyn</addtitle><date>2017-06-01</date><risdate>2017</risdate><volume>44</volume><issue>3</issue><spage>245</spage><epage>262</epage><pages>245-262</pages><issn>1567-567X</issn><eissn>1573-8744</eissn><abstract>The aim of the study was to evaluate the exposure–response (E–R) relationships of blood pressure (BP) and heart rate (HR) changes in healthy adults taking methylphenidate (MPH). Intensive time profiles of BP and HR from healthy adults in placebo and MPH treatment arms of seven clinical trials from the FDA internal database were utilized for this analysis. The analysis model contains a circadian component for placebo effect and an E–R component to describe drug effect. Internal validation was performed using goodness-of-fit plots and visual predictive check. A meta-database based on a systemic literature search was constructed and used for external validation of the developed models. We found that circadian models could quantify the time profiles of BP/HR in placebo arms. Linear models could describe the correlations between MPH concentrations, and BP/HR changes. The BP and HR changes were highly dependent on the shapes of MPH pharmacokinetic (PK) profiles without an apparent time delay. MPH has the greatest effect on HR, followed by systolic BP, and diastolic BP. Internal validation revealed that the developed models could adequately describe the circadian rhythms of HR and BP in placebo arms and the E–R relationships of MPH. External validation showed the models had good predictive capability of the literature data. In conclusion, the developed models adequately characterized the circadian rhythm and the MPH induced effects on BP and HR. The changes in BP and HR were highly correlated with MPH blood levels with no apparent delay. The time courses of BP and HR are similar to the MPH PK profiles. As a result, the immediate-release formulation may yield larger maximum BP and HR effect than the extended-release formulation under similar dose.</abstract><cop>New York</cop><pub>Springer US</pub><pmid>28214989</pmid><doi>10.1007/s10928-017-9513-5</doi><tpages>18</tpages><orcidid>https://orcid.org/0000-0002-3858-2048</orcidid></addata></record> |
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subjects | Adult Aged Biochemistry Biomedical and Life Sciences Biomedical Engineering and Bioengineering Biomedicine Blood levels Blood pressure Blood Pressure - drug effects Blood Pressure Determination - methods Circadian rhythm Circadian Rhythm - drug effects Circadian rhythms Clinical trials Clinical Trials as Topic Delayed-Action Preparations - adverse effects Delayed-Action Preparations - therapeutic use Dose-response effects Dose-Response Relationship, Drug Exposure Female Healthy Volunteers Heart rate Heart Rate - drug effects Humans Male Methylphenidate Methylphenidate - adverse effects Methylphenidate - therapeutic use Original Paper Pharmacology/Toxicology Pharmacy Placebo effect Placebos Time lag Veterinary Medicine/Veterinary Science Young Adult |
title | Exposure–response analyses of blood pressure and heart rate changes for methylphenidate in healthy adults |
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