Population Pharmacokinetic Quantification of CYP2D6 Activity in Codeine Metabolism in Ambulatory Surgical Patients for Model-Informed Precision Dosing

dc.contributor.authorAshraf, Muhammad Waqar
dc.contributor.authorPoikola, Satu
dc.contributor.authorNeuvonen, Mikko
dc.contributor.authorKiiski, Johanna I.
dc.contributor.authorKontinen, Vesa K.
dc.contributor.authorOlkkola, Klaus T.
dc.contributor.authorBackman, Janne T.
dc.contributor.authorNiemi, Mikko
dc.contributor.authorSaari, Teijo I.
dc.contributor.organizationfi=anestesiologia ja tehohoito|en=Anaesthesiology, Intensive Care|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organization-code1.2.246.10.2458963.20.82197219338
dc.converis.publication-id459036223
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/459036223
dc.date.accessioned2025-08-27T23:15:13Z
dc.date.available2025-08-27T23:15:13Z
dc.description.abstract<p><strong>Background and Objective</strong> Codeine metabolism in humans is complex due to the involvement of multiple cytochrome P450 (CYP) enzymes, and has a strong genetic underpinning, which determines the levels of relevant CYP450 enzyme expression in vivo. Polymorphic CYP2D6 metabolises codeine to morphine via O-demethylation, while a strong correlation between CYP2D6 phenotype and opioidergic adverse efects of codeine is well documented. The aim of this study was to quantify the efect of CYP2D6 genotype on the biotransformation of codeine.</p><p><strong>Methods</strong> We conducted a prospective clinical trial with 1000 patients, during which ambulatory patients were administered 60 mg of codeine preoperatively and the association between CYP2D6 activity and morphine exposure across various CYP2D6 genotypes was quantifed using a population pharmacokinetic model. Plasma concentration data for codeine and its primary metabolites were obtained from 997 patients and CYP2D6 genotype was screened for study subjects, and respective sums of activity scores assigned for each CYP2D6 allele were used as covariates in model development.</p><p><strong>Results </strong>Our fnal model predicts the disposition of codeine and the formation of morphine, codeine-6-glucuronide and morphine-3-glucuronide adequately while accounting for variability in morphine exposure on the basis of CYP2D6 genotype. In agreement with previous results, patients with decreased function alleles (CYP2D6*10 and *41) showed varying levels of decrease in CYP2D6 activity that were inconsistent with increasing activity scores. Model simulations demonstrate that morphine concentrations in ultrarapid CYP2D6 metabolisers reach systemic concentrations that can potentially cause respiratory depression (over 9.1 ng/mL), and have 218% higher exposure (19 versus 8.7 µg · h/L, p < 0.001) to morphine than normal metabolisers. Similarly, poor and intermediate metabolisers had signifcantly reduced morphine exposure (1.0 and 3.7 versus 8.7 µg · h/L, p < 0.001) as compared with normal metabolisers.</p><p><strong>Conclusions</strong> Our fnal model leads the way in implementing model-informed precision dosing in codeine therapy and identifes the use of genetic testing as an integral component in the efort to implement rational pharmacotherapy with codeine.</p>
dc.format.pagerange1547
dc.format.pagerange1560
dc.identifier.eissn1179-1926
dc.identifier.jour-issn0312-5963
dc.identifier.olddbid203688
dc.identifier.oldhandle10024/186715
dc.identifier.urihttps://www.utupub.fi/handle/11111/45211
dc.identifier.urlhttps://doi.org/10.1007/s40262-024-01433-9
dc.identifier.urnURN:NBN:fi-fe2025082786164
dc.language.isoen
dc.okm.affiliatedauthorAshraf, Muhammad
dc.okm.affiliatedauthorSaari, Teijo
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3126 Surgery, anesthesiology, intensive care, radiologyen_GB
dc.okm.discipline3126 Kirurgia, anestesiologia, tehohoito, radiologiafi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherSpringer Science and Business Media LLC
dc.publisher.countrySwitzerlanden_GB
dc.publisher.countrySveitsifi_FI
dc.publisher.country-codeCH
dc.relation.doi10.1007/s40262-024-01433-9
dc.relation.ispartofjournalClinical Pharmacokinetics
dc.relation.issue11
dc.relation.volume63
dc.source.identifierhttps://www.utupub.fi/handle/10024/186715
dc.titlePopulation Pharmacokinetic Quantification of CYP2D6 Activity in Codeine Metabolism in Ambulatory Surgical Patients for Model-Informed Precision Dosing
dc.year.issued2024

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