Development of 4-Pyridoxic Acid PBPK Model to Support Biomarker-Informed Evaluation of OAT1/3 Inhibition and Effect of Chronic Kidney Disease
Monitoring endogenous biomarkers is increasingly used to evaluate transporter-mediated drug-drug interactions (DDIs) in early drug development and may be applied to elucidate changes in transporter activity in disease. 4-pyridoxic acid (PDA) has been identified as the most sensitive plasma endogenou...
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Veröffentlicht in: | Clinical pharmacology and therapeutics 2023-12, Vol.114 (6), p.1243-1253 |
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creator | Tan, Shawn Pei Feng Willemin, Marie-Emilie Snoeys, Jan Shen, Hong Rostami-Hodjegan, Amin Scotcher, Daniel Galetin, Aleksandra |
description | Monitoring endogenous biomarkers is increasingly used to evaluate transporter-mediated drug-drug interactions (DDIs) in early drug development and may be applied to elucidate changes in transporter activity in disease. 4-pyridoxic acid (PDA) has been identified as the most sensitive plasma endogenous biomarker of renal organic anion transporters (OAT1/3). Increase in PDA baseline concentrations was observed after administration of probenecid, a strong clinical inhibitor of OAT1/3 and also in patients with chronic kidney disease (CKD). The aim of this study was to develop and verify a physiologically-based pharmacokinetic (PBPK) model of PDA, to predict the magnitude of probenecid DDI and predict the CKD-related changes in PDA baseline. The PBPK model for PDA was first developed in healthy population, building on from previous population pharmacokinetic modeling, and incorporating a mechanistic kidney model to consider OAT1/3-mediated renal secretion. Probenecid PBPK model was adapted from the Simcyp database and re-verified to capture its dose-dependent pharmacokinetics (n = 9 studies). The PBPK model successfully predicted the PDA plasma concentrations, area under the curve, and renal clearance in healthy subjects at baseline and after single/multiple probenecid doses. Prospective simulations in severe CKD predicted successfully the increase in PDA plasma concentration relative to healthy (within 2-fold of observed data) after accounting for 60% increase in fraction unbound in plasma and additional 50% decline in OAT1/3 activity beyond the decrease in glomerular filtration rate. The verified PDA PBPK model supports future robust evaluation of OAT1/3 DDI in drug development and increases our confidence in predicting exposure and renal secretion in patients with CKD. |
doi_str_mv | 10.1002/cpt.3029 |
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Increase in PDA baseline concentrations was observed after administration of probenecid, a strong clinical inhibitor of OAT1/3 and also in patients with chronic kidney disease (CKD). The aim of this study was to develop and verify a physiologically-based pharmacokinetic (PBPK) model of PDA, to predict the magnitude of probenecid DDI and predict the CKD-related changes in PDA baseline. The PBPK model for PDA was first developed in healthy population, building on from previous population pharmacokinetic modeling, and incorporating a mechanistic kidney model to consider OAT1/3-mediated renal secretion. Probenecid PBPK model was adapted from the Simcyp database and re-verified to capture its dose-dependent pharmacokinetics (n = 9 studies). The PBPK model successfully predicted the PDA plasma concentrations, area under the curve, and renal clearance in healthy subjects at baseline and after single/multiple probenecid doses. Prospective simulations in severe CKD predicted successfully the increase in PDA plasma concentration relative to healthy (within 2-fold of observed data) after accounting for 60% increase in fraction unbound in plasma and additional 50% decline in OAT1/3 activity beyond the decrease in glomerular filtration rate. The verified PDA PBPK model supports future robust evaluation of OAT1/3 DDI in drug development and increases our confidence in predicting exposure and renal secretion in patients with CKD.</description><identifier>ISSN: 0009-9236</identifier><identifier>EISSN: 1532-6535</identifier><identifier>DOI: 10.1002/cpt.3029</identifier><identifier>PMID: 37620246</identifier><language>eng</language><publisher>United States</publisher><subject>Biomarkers ; Drug Interactions ; Humans ; Kidney ; Models, Biological ; Probenecid - pharmacology ; Pyridoxic Acid ; Renal Insufficiency, Chronic - drug therapy</subject><ispartof>Clinical pharmacology and therapeutics, 2023-12, Vol.114 (6), p.1243-1253</ispartof><rights>2023 The Authors. 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Increase in PDA baseline concentrations was observed after administration of probenecid, a strong clinical inhibitor of OAT1/3 and also in patients with chronic kidney disease (CKD). The aim of this study was to develop and verify a physiologically-based pharmacokinetic (PBPK) model of PDA, to predict the magnitude of probenecid DDI and predict the CKD-related changes in PDA baseline. The PBPK model for PDA was first developed in healthy population, building on from previous population pharmacokinetic modeling, and incorporating a mechanistic kidney model to consider OAT1/3-mediated renal secretion. Probenecid PBPK model was adapted from the Simcyp database and re-verified to capture its dose-dependent pharmacokinetics (n = 9 studies). The PBPK model successfully predicted the PDA plasma concentrations, area under the curve, and renal clearance in healthy subjects at baseline and after single/multiple probenecid doses. Prospective simulations in severe CKD predicted successfully the increase in PDA plasma concentration relative to healthy (within 2-fold of observed data) after accounting for 60% increase in fraction unbound in plasma and additional 50% decline in OAT1/3 activity beyond the decrease in glomerular filtration rate. The verified PDA PBPK model supports future robust evaluation of OAT1/3 DDI in drug development and increases our confidence in predicting exposure and renal secretion in patients with CKD.</description><subject>Biomarkers</subject><subject>Drug Interactions</subject><subject>Humans</subject><subject>Kidney</subject><subject>Models, Biological</subject><subject>Probenecid - pharmacology</subject><subject>Pyridoxic Acid</subject><subject>Renal Insufficiency, Chronic - drug therapy</subject><issn>0009-9236</issn><issn>1532-6535</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpFkF1P2zAUhq0JtBaYtF-AfMlNij9ix7kshbGqTK00uI4c51g1pHGwE7T-iP3nuawbV0fn6NH76jwIfaVkRglh16YfZpyw8hOaUsFZJgUXJ2hKCCmzknE5QWcxPqc1L5X6jCa8kIywXE7R71t4g9b3O-gG7C3Os80-uMb_cgbPjWvw5mazwj98Ay0ePP459r0PA75xfqfDC4Rs2VkfdtDguzfdjnpwvjvkrOeP9JrjZbd1tXs_6i4x1oJ571lsg-9Sx8o1HezxrYugI1ygU6vbCF-O8xw9fbt7XHzPHtb3y8X8ITOcFkNmZUNyoUsAkLWlSQE3kvKmZIqqugFhizpXRBtlivQxqQ0lNZOylFQKIoGfo6u_uX3wryPEodq5aKBtdQd-jBVTolBciVx8oCb4GAPYqg8u_b6vKKkO8qskvzrIT-jlMXWsk5H_4D_b_A_vVn7F</recordid><startdate>202312</startdate><enddate>202312</enddate><creator>Tan, Shawn Pei Feng</creator><creator>Willemin, Marie-Emilie</creator><creator>Snoeys, Jan</creator><creator>Shen, Hong</creator><creator>Rostami-Hodjegan, Amin</creator><creator>Scotcher, Daniel</creator><creator>Galetin, Aleksandra</creator><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><orcidid>https://orcid.org/0000-0003-4195-9886</orcidid><orcidid>https://orcid.org/0000-0003-3917-844X</orcidid><orcidid>https://orcid.org/0000-0002-3933-5217</orcidid><orcidid>https://orcid.org/0000-0001-9144-3824</orcidid></search><sort><creationdate>202312</creationdate><title>Development of 4-Pyridoxic Acid PBPK Model to Support Biomarker-Informed Evaluation of OAT1/3 Inhibition and Effect of Chronic Kidney Disease</title><author>Tan, Shawn Pei Feng ; Willemin, Marie-Emilie ; Snoeys, Jan ; Shen, Hong ; Rostami-Hodjegan, Amin ; Scotcher, Daniel ; Galetin, Aleksandra</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c317t-f6d045a9eee6bf11003c613d92818bde5f7b480ac8c74980bc10b2669616506e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Biomarkers</topic><topic>Drug Interactions</topic><topic>Humans</topic><topic>Kidney</topic><topic>Models, Biological</topic><topic>Probenecid - pharmacology</topic><topic>Pyridoxic Acid</topic><topic>Renal Insufficiency, Chronic - drug therapy</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tan, Shawn Pei Feng</creatorcontrib><creatorcontrib>Willemin, Marie-Emilie</creatorcontrib><creatorcontrib>Snoeys, Jan</creatorcontrib><creatorcontrib>Shen, Hong</creatorcontrib><creatorcontrib>Rostami-Hodjegan, Amin</creatorcontrib><creatorcontrib>Scotcher, Daniel</creatorcontrib><creatorcontrib>Galetin, Aleksandra</creatorcontrib><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><jtitle>Clinical pharmacology and therapeutics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tan, Shawn Pei Feng</au><au>Willemin, Marie-Emilie</au><au>Snoeys, Jan</au><au>Shen, Hong</au><au>Rostami-Hodjegan, Amin</au><au>Scotcher, Daniel</au><au>Galetin, Aleksandra</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Development of 4-Pyridoxic Acid PBPK Model to Support Biomarker-Informed Evaluation of OAT1/3 Inhibition and Effect of Chronic Kidney Disease</atitle><jtitle>Clinical pharmacology and therapeutics</jtitle><addtitle>Clin Pharmacol Ther</addtitle><date>2023-12</date><risdate>2023</risdate><volume>114</volume><issue>6</issue><spage>1243</spage><epage>1253</epage><pages>1243-1253</pages><issn>0009-9236</issn><eissn>1532-6535</eissn><abstract>Monitoring endogenous biomarkers is increasingly used to evaluate transporter-mediated drug-drug interactions (DDIs) in early drug development and may be applied to elucidate changes in transporter activity in disease. 4-pyridoxic acid (PDA) has been identified as the most sensitive plasma endogenous biomarker of renal organic anion transporters (OAT1/3). Increase in PDA baseline concentrations was observed after administration of probenecid, a strong clinical inhibitor of OAT1/3 and also in patients with chronic kidney disease (CKD). The aim of this study was to develop and verify a physiologically-based pharmacokinetic (PBPK) model of PDA, to predict the magnitude of probenecid DDI and predict the CKD-related changes in PDA baseline. The PBPK model for PDA was first developed in healthy population, building on from previous population pharmacokinetic modeling, and incorporating a mechanistic kidney model to consider OAT1/3-mediated renal secretion. Probenecid PBPK model was adapted from the Simcyp database and re-verified to capture its dose-dependent pharmacokinetics (n = 9 studies). The PBPK model successfully predicted the PDA plasma concentrations, area under the curve, and renal clearance in healthy subjects at baseline and after single/multiple probenecid doses. Prospective simulations in severe CKD predicted successfully the increase in PDA plasma concentration relative to healthy (within 2-fold of observed data) after accounting for 60% increase in fraction unbound in plasma and additional 50% decline in OAT1/3 activity beyond the decrease in glomerular filtration rate. The verified PDA PBPK model supports future robust evaluation of OAT1/3 DDI in drug development and increases our confidence in predicting exposure and renal secretion in patients with CKD.</abstract><cop>United States</cop><pmid>37620246</pmid><doi>10.1002/cpt.3029</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0003-4195-9886</orcidid><orcidid>https://orcid.org/0000-0003-3917-844X</orcidid><orcidid>https://orcid.org/0000-0002-3933-5217</orcidid><orcidid>https://orcid.org/0000-0001-9144-3824</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Biomarkers Drug Interactions Humans Kidney Models, Biological Probenecid - pharmacology Pyridoxic Acid Renal Insufficiency, Chronic - drug therapy |
title | Development of 4-Pyridoxic Acid PBPK Model to Support Biomarker-Informed Evaluation of OAT1/3 Inhibition and Effect of Chronic Kidney Disease |
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