Pattern recognition reveals sex-dependent neural substrates of sexual perception

dc.contributor.authorPutkinen Vesa
dc.contributor.authorNazari-Farsani Sanaz
dc.contributor.authorKarjalainen Tomi
dc.contributor.authorSantavirta Severi
dc.contributor.authorHudson Matthew
dc.contributor.authorSeppälä Kerttu
dc.contributor.authorSun Lihua
dc.contributor.authorKarlsson Henry K.
dc.contributor.authorHirvonen Jussi
dc.contributor.authorNummenmaa Lauri
dc.contributor.organizationfi=PET-keskus|en=Turku PET Centre|
dc.contributor.organizationfi=Turun ihmistieteiden tutkijakollegium (TIAS)|en=Turku Institute for Advanced Studies (TIAS)|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organization-code1.2.246.10.2458963.20.14646305228
dc.contributor.organization-code1.2.246.10.2458963.20.78639161450
dc.contributor.organization-code2609810
dc.contributor.organization-code2609820
dc.converis.publication-id179086643
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/179086643
dc.date.accessioned2025-08-28T01:00:54Z
dc.date.available2025-08-28T01:00:54Z
dc.description.abstract<p>Sex differences in brain activity evoked by sexual stimuli remain elusive despite robust evidence for stronger enjoyment of and interest toward sexual stimuli in men than in women. To test whether visual sexual stimuli evoke different brain activity patterns in men and women, we measured hemodynamic brain activity induced by visual sexual stimuli in two experiments with 91 subjects (46 males). In one experiment, the subjects viewed sexual and nonsexual film clips, and dynamic annotations for nudity in the clips were used to predict hemodynamic activity. In the second experiment, the subjects viewed sexual and nonsexual pictures in an event-related design. Men showed stronger activation than women in the visual and prefrontal cortices and dorsal attention network in both experiments. Furthermore, using multivariate pattern classification we could accurately predict the sex of the subject on the basis of the brain activity elicited by the sexual stimuli. The classification generalized across the experiments indicating that the sex differences were task-independent. Eye tracking data obtained from an independent sample of subjects (<em>N</em> = 110) showed that men looked longer than women at the chest area of the nude female actors in the film clips. These results indicate that visual sexual stimuli evoke discernible brain activity patterns in men and women which may reflect stronger attentional engagement with sexual stimuli in men.<br></p>
dc.format.pagerange2543
dc.format.pagerange2556
dc.identifier.eissn1097-0193
dc.identifier.jour-issn1065-9471
dc.identifier.olddbid206869
dc.identifier.oldhandle10024/189896
dc.identifier.urihttps://www.utupub.fi/handle/11111/49117
dc.identifier.urlhttps://doi.org/10.1002/hbm.26229
dc.identifier.urnURN:NBN:fi-fe2023040134467
dc.language.isoen
dc.okm.affiliatedauthorPutkinen, Vesa
dc.okm.affiliatedauthorNazari Farsani, Sanaz
dc.okm.affiliatedauthorKarjalainen, Tomi
dc.okm.affiliatedauthorSantavirta, Severi
dc.okm.affiliatedauthorHudson, Matthew
dc.okm.affiliatedauthorSeppälä, Kerttu
dc.okm.affiliatedauthorSun, Lihua
dc.okm.affiliatedauthorKarlsson, Henry
dc.okm.affiliatedauthorHirvonen, Jussi
dc.okm.affiliatedauthorNummenmaa, Lauri
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3112 Neurosciencesen_GB
dc.okm.discipline3112 Neurotieteetfi_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.relation.doi10.1002/hbm.26229
dc.relation.ispartofjournalHuman Brain Mapping
dc.relation.issue6
dc.relation.volume44
dc.source.identifierhttps://www.utupub.fi/handle/10024/189896
dc.titlePattern recognition reveals sex-dependent neural substrates of sexual perception
dc.year.issued2023

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