Evidence map›Paper›PMID 41549197›Full record

ArticleThe international journal of cardiovascular imaging2026

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

David Molnar, Juhani Knuuti, Jeroen J Bax, Antti Saraste, Teemu Maaniitty

Abstract readComparative Study
In one paragraph

Article in The international journal of cardiovascular imaging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

David MolnarTurku PET Centre, Turku University Hospital, University of Turku, Kiinamyllynkatu 4-8, Turku, 20520, Finland. david.molnar@utu.fi.
Juhani KnuutiTurku PET Centre, Turku University Hospital, University of Turku, Kiinamyllynkatu 4-8, Turku, 20520, Finland.
Jeroen J BaxDepartment of Cardiology, Leiden University Medical Center, Leiden, The Netherlands.
Antti SarasteTurku PET Centre, Turku University Hospital, University of Turku, Kiinamyllynkatu 4-8, Turku, 20520, Finland.
Teemu MaaniittyTurku PET Centre, Turku University Hospital, University of Turku, Kiinamyllynkatu 4-8, Turku, 20520, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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.

Indexed as

Angina PectorisArtificial IntelligenceComputed Tomography AngiographyCoronary AngiographyCoronary Artery DiseaseCoronary VesselsMultidetector Computed TomographyPlaque, AtheroscleroticRadiographic Image Interpretation, Computer-AssistedVascular CalcificationAgedAngina, UnstableFemaleHumansIntelligent SystemsMaleArtificial intelligence-based quantitative computed tomographyClinical readingLong-term outcomeNon-obstructive coronary artery diseaseSex-differences

Identifiers

PMID41549197
PMCPMC12987797

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.