Coronary atherosclerosis on AI-based plaque analysis in patients with chest pain and calcium score zero

dc.contributor.authorMolnar, David
dc.contributor.authorKnuuti, Juhani
dc.contributor.authorBax, Jeroen J.
dc.contributor.authorSaraste, Antti
dc.contributor.authorMaaniitty, Teemu
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=sisätautioppi|en=Internal Medicine|
dc.contributor.organizationfi=PET-keskus|en=Turku PET Centre|
dc.contributor.organizationfi=InFLAMES Lippulaiva|en=InFLAMES Flagship|
dc.contributor.organization-code1.2.246.10.2458963.20.14646305228
dc.contributor.organization-code1.2.246.10.2458963.20.68445910604
dc.contributor.organization-code1.2.246.10.2458963.20.40502528769
dc.converis.publication-id508914254
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/508914254
dc.date.accessioned2026-04-24T20:07:17Z
dc.description.abstract<p>There is conflicting evidence on the prevalence of obstructive and non-obstructive coronary artery disease (CAD) and outcome in symptomatic patients with zero coronary artery calcium score (CACS). To characterize sex differences in coronary atherosclerosis in patients with chest pain and zero CACS. Patients evaluated for suspected CAD at Turku University Hospital 2006–2016 with zero CACS were included. In addition to clinical reading, artificial intelligence-based quantitative analysis (AI-QCT) of coronary computed tomography angiography (CTA) images was performed. Long-term clinical outcome of myocardial infarction, unstable angina or death was analyzed. Out of 2,216 patients with CTA results, 606 had zero CACS (156 men and 450 women, median age 54 vs. 61). Around 5% of men and 2% of women with zero CACS had obstructive CAD, with comparable findings on clinical CTA and AI-QCT. Non-obstructive disease was found in higher proportion on AI-QCT (88.5% of men and 85.6% of women) than on clinical reading (16.7% of men and 11.6% of women). Non-calcified plaques dominated, but small calcifications were not uncommon. Low-density plaques increased with the severity of CAD. After a median follow-up of 7.3 years, only 3 men and 14 women experienced clinical events, yielding an annual event rate of 0.26% in men and 0.43% in women. In patients with suspected CAD and zero CACS obstructive CAD is detected in around 5% of men and 2% of women. Non-obstructive CAD is detected in a vast majority with AI-QCT. Despite this, long-term clinical outcome is generally very good.<br></p>
dc.identifier.eissn1875-8312
dc.identifier.jour-issn1569-5794
dc.identifier.urihttps://www.utupub.fi/handle/11111/59413
dc.identifier.urlhttps://doi.org/10.1007/s10554-026-03623-x
dc.identifier.urnURN:NBN:fi-fe2026022315684
dc.language.isoen
dc.okm.affiliatedauthorMolnar, David
dc.okm.affiliatedauthorKnuuti, Juhani
dc.okm.affiliatedauthorSaraste, Antti
dc.okm.affiliatedauthorMaaniitty, Teemu
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3126 Surgery, anesthesiology, intensive care, radiologyen_GB
dc.okm.discipline3126 Kirurgia, anestesiologia, tehohoito, radiologiafi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherSpringer Nature
dc.publisher.countryNetherlandsen_GB
dc.publisher.countryAlankomaatfi_FI
dc.publisher.country-codeNL
dc.relation.doi10.1007/s10554-026-03623-x
dc.relation.ispartofjournalInternational Journal of Cardiovascular Imaging
dc.titleCoronary atherosclerosis on AI-based plaque analysis in patients with chest pain and calcium score zero
dc.year.issued2026

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