Analysis of peginterferon β-1a exposure and Gd-enhanced lesion or T2 lesion response in relapsing-remitting multiple sclerosis patients
The effect of subcutaneous (SC) peginterferon β-1a exposure on reduction of gadolinium-enhanced (Gd+) lesion count over time was evaluated in patients with relapsing-remitting multiple sclerosis (RRMS) in a Phase 3 study (ADVANCE). Patients were randomized to receive SC injections of placebo (n = 50...
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Veröffentlicht in: | Journal of pharmacokinetics and pharmacodynamics 2016-08, Vol.43 (4), p.371-383 |
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description | The effect of subcutaneous (SC) peginterferon β-1a exposure on reduction of gadolinium-enhanced (Gd+) lesion count over time was evaluated in patients with relapsing-remitting multiple sclerosis (RRMS) in a Phase 3 study (ADVANCE). Patients were randomized to receive SC injections of placebo (n = 500), 125 mcg every-2-weeks (n = 512), or 125 mcg every-4-weeks (n = 500) for 1 year, and then active treatment in the second year. Steady state 4-week AUC (AUCss) was derived for each individual based on sparse pharmacokinetic (PK) sample and a population PK model. Several longitudinal count models, including marginal, mixed effect, and mixture models, were compared to explore the relationship between AUC
ss
and Gd+ lesion count (or T2 lesion count). A mixture model which divided subjects into two subpopulations by low and high baseline lesion activity was found to yield best goodness-of-fit for the data. In this model, the point estimate and 95 % CI for drug effect slope on log(λ) are −0.0256 (−0.0304, −0.0216) for Gd+ lesion and −0.0147 (−0.0170, −0.0124) for T2 lesion. This suggested that reduction of Gd+ lesion (or T2 lesion) count over time is significantly related to SC peginterferon β-1a exposure, and that the increased reduction lesion count with the every-2-week regimen versus the every-4-week regimen was driven by the higher exposure achieved in that treatment arm (mean Gd+ lesion count 0.2 and 0.7 at Year 2, respectively). The every-2-week regimen produced an exposure range that was close to the plateau range of the exposure–response curve, supporting its selection as the regulatory approved dosage. |
doi_str_mv | 10.1007/s10928-016-9477-x |
format | Article |
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ss
and Gd+ lesion count (or T2 lesion count). A mixture model which divided subjects into two subpopulations by low and high baseline lesion activity was found to yield best goodness-of-fit for the data. In this model, the point estimate and 95 % CI for drug effect slope on log(λ) are −0.0256 (−0.0304, −0.0216) for Gd+ lesion and −0.0147 (−0.0170, −0.0124) for T2 lesion. This suggested that reduction of Gd+ lesion (or T2 lesion) count over time is significantly related to SC peginterferon β-1a exposure, and that the increased reduction lesion count with the every-2-week regimen versus the every-4-week regimen was driven by the higher exposure achieved in that treatment arm (mean Gd+ lesion count 0.2 and 0.7 at Year 2, respectively). The every-2-week regimen produced an exposure range that was close to the plateau range of the exposure–response curve, supporting its selection as the regulatory approved dosage.</description><identifier>ISSN: 1567-567X</identifier><identifier>EISSN: 1573-8744</identifier><identifier>DOI: 10.1007/s10928-016-9477-x</identifier><identifier>PMID: 27299457</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Adjuvants, Immunologic - administration & dosage ; Adjuvants, Immunologic - pharmacokinetics ; Adjuvants, Immunologic - therapeutic use ; Area Under Curve ; Biochemistry ; Biomedical and Life Sciences ; Biomedical Engineering and Bioengineering ; Biomedicine ; Contrast Media - administration & dosage ; Drug Administration Schedule ; Gadolinium - administration & dosage ; Half-Life ; Humans ; Image Enhancement ; Injections, Subcutaneous ; Interferon-beta - administration & dosage ; Interferon-beta - pharmacokinetics ; Interferon-beta - therapeutic use ; Magnetic Resonance Imaging ; Models, Biological ; Multiple Sclerosis, Relapsing-Remitting - diagnostic imaging ; Multiple Sclerosis, Relapsing-Remitting - drug therapy ; Multiple Sclerosis, Relapsing-Remitting - pathology ; Original Paper ; Pharmacology/Toxicology ; Pharmacy ; Polyethylene Glycols - administration & dosage ; Polyethylene Glycols - pharmacokinetics ; Polyethylene Glycols - therapeutic use ; Recurrence ; Treatment Outcome ; Veterinary Medicine/Veterinary Science</subject><ispartof>Journal of pharmacokinetics and pharmacodynamics, 2016-08, Vol.43 (4), p.371-383</ispartof><rights>The Author(s) 2016</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c357x-142bc81bb85c535c6f080260d4ddc5846b6d3183466954057971f7295ba1a6293</citedby><cites>FETCH-LOGICAL-c357x-142bc81bb85c535c6f080260d4ddc5846b6d3183466954057971f7295ba1a6293</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s10928-016-9477-x$$EPDF$$P50$$Gspringer$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s10928-016-9477-x$$EHTML$$P50$$Gspringer$$Hfree_for_read</linktohtml><link.rule.ids>230,314,776,780,881,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27299457$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hang, Yaming</creatorcontrib><creatorcontrib>Hu, Xiao</creatorcontrib><creatorcontrib>Zhang, Jie</creatorcontrib><creatorcontrib>Liu, Shifang</creatorcontrib><creatorcontrib>Deykin, Aaron</creatorcontrib><creatorcontrib>Nestorov, Ivan</creatorcontrib><title>Analysis of peginterferon β-1a exposure and Gd-enhanced lesion or T2 lesion response in relapsing-remitting multiple sclerosis patients</title><title>Journal of pharmacokinetics and pharmacodynamics</title><addtitle>J Pharmacokinet Pharmacodyn</addtitle><addtitle>J Pharmacokinet Pharmacodyn</addtitle><description>The effect of subcutaneous (SC) peginterferon β-1a exposure on reduction of gadolinium-enhanced (Gd+) lesion count over time was evaluated in patients with relapsing-remitting multiple sclerosis (RRMS) in a Phase 3 study (ADVANCE). Patients were randomized to receive SC injections of placebo (n = 500), 125 mcg every-2-weeks (n = 512), or 125 mcg every-4-weeks (n = 500) for 1 year, and then active treatment in the second year. Steady state 4-week AUC (AUCss) was derived for each individual based on sparse pharmacokinetic (PK) sample and a population PK model. Several longitudinal count models, including marginal, mixed effect, and mixture models, were compared to explore the relationship between AUC
ss
and Gd+ lesion count (or T2 lesion count). A mixture model which divided subjects into two subpopulations by low and high baseline lesion activity was found to yield best goodness-of-fit for the data. In this model, the point estimate and 95 % CI for drug effect slope on log(λ) are −0.0256 (−0.0304, −0.0216) for Gd+ lesion and −0.0147 (−0.0170, −0.0124) for T2 lesion. This suggested that reduction of Gd+ lesion (or T2 lesion) count over time is significantly related to SC peginterferon β-1a exposure, and that the increased reduction lesion count with the every-2-week regimen versus the every-4-week regimen was driven by the higher exposure achieved in that treatment arm (mean Gd+ lesion count 0.2 and 0.7 at Year 2, respectively). The every-2-week regimen produced an exposure range that was close to the plateau range of the exposure–response curve, supporting its selection as the regulatory approved dosage.</description><subject>Adjuvants, Immunologic - administration & dosage</subject><subject>Adjuvants, Immunologic - pharmacokinetics</subject><subject>Adjuvants, Immunologic - therapeutic use</subject><subject>Area Under Curve</subject><subject>Biochemistry</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedical Engineering and Bioengineering</subject><subject>Biomedicine</subject><subject>Contrast Media - administration & dosage</subject><subject>Drug Administration Schedule</subject><subject>Gadolinium - administration & dosage</subject><subject>Half-Life</subject><subject>Humans</subject><subject>Image Enhancement</subject><subject>Injections, Subcutaneous</subject><subject>Interferon-beta - administration & dosage</subject><subject>Interferon-beta - pharmacokinetics</subject><subject>Interferon-beta - therapeutic use</subject><subject>Magnetic Resonance Imaging</subject><subject>Models, Biological</subject><subject>Multiple Sclerosis, Relapsing-Remitting - diagnostic imaging</subject><subject>Multiple Sclerosis, Relapsing-Remitting - drug therapy</subject><subject>Multiple Sclerosis, Relapsing-Remitting - pathology</subject><subject>Original Paper</subject><subject>Pharmacology/Toxicology</subject><subject>Pharmacy</subject><subject>Polyethylene Glycols - administration & dosage</subject><subject>Polyethylene Glycols - pharmacokinetics</subject><subject>Polyethylene Glycols - therapeutic use</subject><subject>Recurrence</subject><subject>Treatment Outcome</subject><subject>Veterinary Medicine/Veterinary Science</subject><issn>1567-567X</issn><issn>1573-8744</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>EIF</sourceid><recordid>eNp9kc9qFTEUxgdRbK0-gBvJ0k00yeTfbIRSaisU3FRwFzKZM7cpmWRMZuT2DXweH8RnaobbFt24CDnhfOf7cvg1zVtKPlBC1MdCScc0JlTijiuF98-aYypUi7Xi_PlWS4Xr-X7UvCrlllShYORlc8QU6zou1HHz6zTacFd8QWlEM-x8XCCPkFNEf35jahHs51TWDMjGAV0MGOKNjQ4GFKD4qkoZXbPHR4Yyp1gA-a0Odi4-7nCGyS9LrdC0hsXPAVBxoWZssbNdPMSlvG5ejDYUePNwnzTfPp9fn13iq68XX85Or7BrhdpjylnvNO17LZxohZMj0YRJMvBhcEJz2cuhpbrlUnaCE6E6Rce6regttZJ17Unz6eA7r_0Eg6vZ2QYzZz_ZfGeS9ebfTvQ3Zpd-Gl79NKfV4P2DQU4_ViiLmXxxEIKNkNZiqCaSc0baLYsepK7uWjKMTzGUmI2gORA0FYzZCJp9nXn39_-eJh6RVQE7CEptxR1kc5vWXCmW_7jeA3KVqyY</recordid><startdate>20160801</startdate><enddate>20160801</enddate><creator>Hang, Yaming</creator><creator>Hu, Xiao</creator><creator>Zhang, Jie</creator><creator>Liu, Shifang</creator><creator>Deykin, Aaron</creator><creator>Nestorov, Ivan</creator><general>Springer US</general><scope>C6C</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>7X8</scope><scope>5PM</scope></search><sort><creationdate>20160801</creationdate><title>Analysis of peginterferon β-1a exposure and Gd-enhanced lesion or T2 lesion response in relapsing-remitting multiple sclerosis patients</title><author>Hang, Yaming ; Hu, Xiao ; Zhang, Jie ; Liu, Shifang ; Deykin, Aaron ; Nestorov, Ivan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c357x-142bc81bb85c535c6f080260d4ddc5846b6d3183466954057971f7295ba1a6293</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Adjuvants, Immunologic - administration & dosage</topic><topic>Adjuvants, Immunologic - pharmacokinetics</topic><topic>Adjuvants, Immunologic - therapeutic use</topic><topic>Area Under Curve</topic><topic>Biochemistry</topic><topic>Biomedical and Life Sciences</topic><topic>Biomedical Engineering and Bioengineering</topic><topic>Biomedicine</topic><topic>Contrast Media - administration & dosage</topic><topic>Drug Administration Schedule</topic><topic>Gadolinium - administration & dosage</topic><topic>Half-Life</topic><topic>Humans</topic><topic>Image Enhancement</topic><topic>Injections, Subcutaneous</topic><topic>Interferon-beta - administration & dosage</topic><topic>Interferon-beta - pharmacokinetics</topic><topic>Interferon-beta - therapeutic use</topic><topic>Magnetic Resonance Imaging</topic><topic>Models, Biological</topic><topic>Multiple Sclerosis, Relapsing-Remitting - diagnostic imaging</topic><topic>Multiple Sclerosis, Relapsing-Remitting - drug therapy</topic><topic>Multiple Sclerosis, Relapsing-Remitting - pathology</topic><topic>Original Paper</topic><topic>Pharmacology/Toxicology</topic><topic>Pharmacy</topic><topic>Polyethylene Glycols - administration & dosage</topic><topic>Polyethylene Glycols - pharmacokinetics</topic><topic>Polyethylene Glycols - therapeutic use</topic><topic>Recurrence</topic><topic>Treatment Outcome</topic><topic>Veterinary Medicine/Veterinary Science</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hang, Yaming</creatorcontrib><creatorcontrib>Hu, Xiao</creatorcontrib><creatorcontrib>Zhang, Jie</creatorcontrib><creatorcontrib>Liu, Shifang</creatorcontrib><creatorcontrib>Deykin, Aaron</creatorcontrib><creatorcontrib>Nestorov, Ivan</creatorcontrib><collection>Springer Nature OA Free Journals</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><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of pharmacokinetics and pharmacodynamics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hang, Yaming</au><au>Hu, Xiao</au><au>Zhang, Jie</au><au>Liu, Shifang</au><au>Deykin, Aaron</au><au>Nestorov, Ivan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Analysis of peginterferon β-1a exposure and Gd-enhanced lesion or T2 lesion response in relapsing-remitting multiple sclerosis patients</atitle><jtitle>Journal of pharmacokinetics and pharmacodynamics</jtitle><stitle>J Pharmacokinet Pharmacodyn</stitle><addtitle>J Pharmacokinet Pharmacodyn</addtitle><date>2016-08-01</date><risdate>2016</risdate><volume>43</volume><issue>4</issue><spage>371</spage><epage>383</epage><pages>371-383</pages><issn>1567-567X</issn><eissn>1573-8744</eissn><abstract>The effect of subcutaneous (SC) peginterferon β-1a exposure on reduction of gadolinium-enhanced (Gd+) lesion count over time was evaluated in patients with relapsing-remitting multiple sclerosis (RRMS) in a Phase 3 study (ADVANCE). Patients were randomized to receive SC injections of placebo (n = 500), 125 mcg every-2-weeks (n = 512), or 125 mcg every-4-weeks (n = 500) for 1 year, and then active treatment in the second year. Steady state 4-week AUC (AUCss) was derived for each individual based on sparse pharmacokinetic (PK) sample and a population PK model. Several longitudinal count models, including marginal, mixed effect, and mixture models, were compared to explore the relationship between AUC
ss
and Gd+ lesion count (or T2 lesion count). A mixture model which divided subjects into two subpopulations by low and high baseline lesion activity was found to yield best goodness-of-fit for the data. In this model, the point estimate and 95 % CI for drug effect slope on log(λ) are −0.0256 (−0.0304, −0.0216) for Gd+ lesion and −0.0147 (−0.0170, −0.0124) for T2 lesion. This suggested that reduction of Gd+ lesion (or T2 lesion) count over time is significantly related to SC peginterferon β-1a exposure, and that the increased reduction lesion count with the every-2-week regimen versus the every-4-week regimen was driven by the higher exposure achieved in that treatment arm (mean Gd+ lesion count 0.2 and 0.7 at Year 2, respectively). The every-2-week regimen produced an exposure range that was close to the plateau range of the exposure–response curve, supporting its selection as the regulatory approved dosage.</abstract><cop>New York</cop><pub>Springer US</pub><pmid>27299457</pmid><doi>10.1007/s10928-016-9477-x</doi><tpages>13</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adjuvants, Immunologic - administration & dosage Adjuvants, Immunologic - pharmacokinetics Adjuvants, Immunologic - therapeutic use Area Under Curve Biochemistry Biomedical and Life Sciences Biomedical Engineering and Bioengineering Biomedicine Contrast Media - administration & dosage Drug Administration Schedule Gadolinium - administration & dosage Half-Life Humans Image Enhancement Injections, Subcutaneous Interferon-beta - administration & dosage Interferon-beta - pharmacokinetics Interferon-beta - therapeutic use Magnetic Resonance Imaging Models, Biological Multiple Sclerosis, Relapsing-Remitting - diagnostic imaging Multiple Sclerosis, Relapsing-Remitting - drug therapy Multiple Sclerosis, Relapsing-Remitting - pathology Original Paper Pharmacology/Toxicology Pharmacy Polyethylene Glycols - administration & dosage Polyethylene Glycols - pharmacokinetics Polyethylene Glycols - therapeutic use Recurrence Treatment Outcome Veterinary Medicine/Veterinary Science |
title | Analysis of peginterferon β-1a exposure and Gd-enhanced lesion or T2 lesion response in relapsing-remitting multiple sclerosis patients |
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