Atlas of type 2 dopamine receptors in the human brain: Age and sex dependent variability in a large PET cohort

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorMalén, Tuuliaen_US
dc.contributor.authorKarjalainen, Tomien_US
dc.contributor.authorIsojärvi, Janneen_US
dc.contributor.authorVehtari, Akien_US
dc.contributor.authorBürkner, Paul Christianen_US
dc.contributor.authorPutkinen, Vesaen_US
dc.contributor.authorKaasinen, Valtterien_US
dc.contributor.authorHietala, Jarmoen_US
dc.contributor.authorNuutila, Pirjoen_US
dc.contributor.authorRinne, Juhaen_US
dc.contributor.authorNummenmaa, Laurien_US
dc.contributor.departmentDepartment of Computer Scienceen
dc.contributor.groupauthorComputer Science Professorsen
dc.contributor.groupauthorComputer Science - Artificial Intelligence and Machine Learning (AIML) - Research areaen
dc.contributor.groupauthorProbabilistic Machine Learningen
dc.contributor.groupauthorHelsinki Institute for Information Technology (HIIT)en
dc.contributor.groupauthorProfessorship Vehtari Akien
dc.contributor.organizationUniversity of Turkuen_US
dc.contributor.organizationUniversity of Stuttgarten_US
dc.date.accessioned2022-05-24T05:13:12Z
dc.date.available2022-05-24T05:13:12Z
dc.date.issued2022-07-15en_US
dc.descriptionFunding Information: This study was supported by the Academy of Finland (grants #294897 and #332225 to L.N.), the Sigrid Jus?lius Foundation (grant to L.N.), the P?ivikki and Sakari Sohlberg Foundation (personal grant to T.M.) and the State research funding for expert responsibility area (ERVA) of the Tyks Turku University Hospital (personal grants to T.M. and L.N.), as well as Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany's Excellence Strategy (personal grant EXC 2075 ? 390740016 to P.B.). We thank senior researchers Marco Bucci and Semi Helin, as well as Professor Kari Auranen for sharing their expertise on kinetic modeling, radiochemistry and Bayesian data analysis, respectively. We also thank Post-Doctoral researcher Jouni Tuisku for his consultance and help with image preprocessing and data management, as well as hospital physicists Tuula Tolvanen and Jukka Ihalainen for sharing their knowledge on the physical properties of the scanners. Authors have nothing to disclose.
dc.description.abstractBackground: The dopamine system contributes to a multitude of functions ranging from reward and motivation to learning and movement control, making it a key component in goal-directed behavior. Altered dopaminergic function is observed in neurological and psychiatric conditions. Numerous factors have been proposed to influence dopamine function, but due to small sample sizes and heterogeneous data analysis methods in previous studies their specific and joint contributions remain unresolved. Methods: In this cross-sectional register-based study we investigated how age, sex, body mass index (BMI), as well as cerebral hemisphere and regional volume influence striatal type 2 dopamine receptor (D2R) availability in the human brain. We analyzed a large historical dataset (n=156, 120 males and 36 females) of [11C]raclopride PET scans performed between 2004 and 2018. Results: Striatal D2R availability decreased through age for both sexes (2-5 % in striatal ROIs per 10 years) and was higher in females versus males throughout age (7-8% in putamen). BMI and striatal D2R availability were weakly associated. There was no consistent lateralization of striatal D2R. The observed effects were independent of regional volumes. These results were validated using two different spatial normalization methods, and the age and sex effects also replicated in an independent sample (n=135). Conclusions: D2R availability is dependent on age and sex, which may contribute to the vulnerability of neurological and psychiatric conditions involving altering D2R expression.en
dc.description.versionPeer revieweden
dc.format.extent9
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationMalén, T, Karjalainen, T, Isojärvi, J, Vehtari, A, Bürkner, P C, Putkinen, V, Kaasinen, V, Hietala, J, Nuutila, P, Rinne, J & Nummenmaa, L 2022, 'Atlas of type 2 dopamine receptors in the human brain: Age and sex dependent variability in a large PET cohort', NeuroImage, vol. 255, 119149, pp. 1-9. https://doi.org/10.1016/j.neuroimage.2022.119149en
dc.identifier.doi10.1016/j.neuroimage.2022.119149en_US
dc.identifier.issn1053-8119
dc.identifier.issn1095-9572
dc.identifier.otherPURE UUID: 90d150fd-b0f3-48c6-b829-70c13c7cfc50en_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/90d150fd-b0f3-48c6-b829-70c13c7cfc50en_US
dc.identifier.otherPURE LINK: http://www.scopus.com/inward/record.url?scp=85129477217&partnerID=8YFLogxK
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/83365117/Atlas_of_type_2_dopamine_receptors_in_the_human_brain.pdfen_US
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/114550
dc.identifier.urnURN:NBN:fi:aalto-202205243397
dc.language.isoenen
dc.publisherElsevier
dc.relation.ispartofseriesNeuroImageen
dc.relation.ispartofseriesVolume 255, pp. 1-9en
dc.rightsopenAccessen
dc.subject.keywordAgeingen_US
dc.subject.keywordBayesian data-analysisen_US
dc.subject.keywordPositron emission tomographyen_US
dc.subject.keywordSex-differenceen_US
dc.subject.keywordType 2 dopamine receptorsen_US
dc.subject.keyword[11C]racloprideen_US
dc.titleAtlas of type 2 dopamine receptors in the human brain: Age and sex dependent variability in a large PET cohorten
dc.typeA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessäfi
dc.type.versionpublishedVersion

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