Value of Pharmacogenetic Testing Assessed with Real-World Drug Utilization and Genotype Data

dc.contributor.authorLitonius, Kaisa
dc.contributor.authorKulla, Noora
dc.contributor.authorFalkenbach, Petra
dc.contributor.authorKristiansson, Kati
dc.contributor.authorTarkiainen, E. Katriina
dc.contributor.authorUkkola-Vuoti, Liisa
dc.contributor.authorCajanus, Kristiina
dc.contributor.authorKorhonen, Mari
dc.contributor.authorKhan, Sofia
dc.contributor.authorSistonen, Johanna
dc.contributor.authorOrpana, Arto
dc.contributor.authorLindstedt, Mats
dc.contributor.authorNyronen, Tommi
dc.contributor.authorPerola, Markus
dc.contributor.authorTurpeinen, Miia
dc.contributor.authorKyto, Ville
dc.contributor.authorTornio, Aleksi
dc.contributor.authorNiemi, Mikko
dc.contributor.organizationfi=biolääketieteen laitos|en=Institute of Biomedicine|
dc.contributor.organizationfi=sisätautioppi|en=Internal Medicine|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organization-code1.2.246.10.2458963.20.40502528769
dc.contributor.organization-code1.2.246.10.2458963.20.77952289591
dc.contributor.organization-code2607100
dc.converis.publication-id458655951
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/458655951
dc.date.accessioned2025-08-28T00:13:37Z
dc.date.available2025-08-28T00:13:37Z
dc.description.abstractImplementation of pharmacogenetic testing in clinical care has been slow and with few exceptions is hindered by the lack of real-world evidence on how to best target testing. In this retrospective register-based study, we analyzed a nationwide cohort of 1,425,000 patients discharged from internal medicine or surgical wards and a cohort of 2,178 university hospital patients for purchases and prescriptions of pharmacogenetically actionable drugs. Pharmacogenetic variants were obtained from whole genome genotype data for a subset (n = 930) of the university hospital patients. We investigated factors associated with receiving pharmacogenetically actionable drugs and developed a literature-based cost-benefit model for pre-emptive pharmacogenetic panel testing. In a 2-year follow-up, 60.4% of the patients in the nationwide cohort purchased at least one pharmacogenetically actionable drug, most commonly ibuprofen (25.0%) and codeine (19.4%). Of the genotyped subset, 98.8% carried at least one actionable pharmacogenetic genotype and 23.3% had at least one actionable gene-drug pair. Patients suffering from musculoskeletal or cardiovascular diseases were more prone to receive pharmacogenetically actionable drugs during inpatient episode. The cost-benefit model included frequently dispensed drugs in the university hospital cohort, comprising ondansetron (19.4%), simvastatin (7.4%), clopidogrel (5.0%), warfarin (5.1%), (es)citalopram (5.3%), and azathioprine (0.5%). For untargeted pre-emptive pharmacogenetic testing of all university hospital patients, the model indicated saving 17.49 in direct healthcare system costs per patient in 2 years without accounting for the cost of the test itself. Therefore, it might be reasonable to target pre-emptive pharmacogenetic testing to patient groups most likely to receive pharmacogenetically actionable drugs.
dc.format.pagerange278
dc.format.pagerange288
dc.identifier.eissn1532-6535
dc.identifier.jour-issn0009-9236
dc.identifier.olddbid205417
dc.identifier.oldhandle10024/188444
dc.identifier.urihttps://www.utupub.fi/handle/11111/54368
dc.identifier.urlhttps://doi.org/10.1002/cpt.3458
dc.identifier.urnURN:NBN:fi-fe2025082786989
dc.language.isoen
dc.okm.affiliatedauthorKulla, Noora
dc.okm.affiliatedauthorCajanus, Kristiina
dc.okm.affiliatedauthorKytö, Ville
dc.okm.affiliatedauthorTornio, Aleksi
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3111 Biomedicineen_GB
dc.okm.discipline317 Pharmacyen_GB
dc.okm.discipline3111 Biolääketieteetfi_FI
dc.okm.discipline317 Farmasiafi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherWILEY
dc.publisher.countryUnited Statesen_GB
dc.publisher.countryYhdysvallat (USA)fi_FI
dc.publisher.country-codeUS
dc.publisher.placeHOBOKEN
dc.relation.doi10.1002/cpt.3458
dc.relation.ispartofjournalClinical Pharmacology and Therapeutics
dc.relation.issue1
dc.relation.volume117
dc.source.identifierhttps://www.utupub.fi/handle/10024/188444
dc.titleValue of Pharmacogenetic Testing Assessed with Real-World Drug Utilization and Genotype Data
dc.year.issued2024

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