Evidence map›Paper›PMID 40162910›Full record

Observational studyCirculation. Cardiovascular imaging2025

AI-Quantitative CT Coronary Plaque Features Associate With a Higher Relative Risk in Women: CONFIRM2 Registry.

Gudrun M Feuchtner, Pietro G Lacaita, Jeroen J Bax, Fatima Rodriguez, Rine Nakanishi, Gianluca Pontone, Saima Mushtaq, Ronny R Buechel, Christoph Gräni, Amit R Patel and 49 more

Registry-linked trialAbstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Circulation. Cardiovascular imaging, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04279496 (Coronary CT Angiography Evaluation for Clinical Outcomes), which is not on this map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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.

NCT04279496 enrolling by invitationnot on this map

Coronary CT Angiography Evaluation for Clinical Outcomes: An International Multicenter

Typeobservational_patient_registrySponsorCleerly, Inc.Ran2020 to 2027Enrolled15,000ConditionsCoronary Artery Disease
3 · Its place in the literature

Who cites it

14 citing papers in PubMed.

  1. Rethinking risk: The prognostic power of coronary plaque in young women.American journal of preventive cardiology · 2026
    Article
  2. Differences of plaque burden measures on CCTA in younger men and women.American journal of preventive cardiology · 2026
    Article
  3. Article
  4. Article
  5. Review
  6. Article
  7. Article
  8. Review
  9. Chronic ischemic heart disease: A nonuniform syndrome.American heart journal plus : cardiology research and practice · 2026
    Review
  10. The potential of artificial intelligence in clinical trials.European journal of clinical investigation · 2026
    Review
  11. Article
  12. Article
  13. CT coronary angiography in the lipid clinic: a pilot study and lipidologist survey.The international journal of cardiovascular imaging · 2025
    Article
  14. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

59 authors.

Gudrun M FeuchtnerDepartment of Radiology, Medical University of Innsbruck, Austria (G.M.F., P.G.L.).ORCID 0000-0001-6755-4399
Pietro G LacaitaDepartment of Radiology, Medical University of Innsbruck, Austria (G.M.F., P.G.L.).
Jeroen J BaxDepartment of Cardiology, Leiden University Medical Center, the Netherlands (J.J.B., A.R.).ORCID 0000-0001-7368-0500
Fatima RodriguezDivision of Cardiovascular Medicine, Stanford University School of Medicine, Paolo Alto, CA (F.R.).ORCID 0000-0002-5226-0723
Rine NakanishiDepartment of Cardiovascular Medicine, Toho University Graduate School of Medicine, Tokyo, Japan (R.N.).ORCID 0000-0002-4237-3927
Gianluca PontoneDepartment of Perioperative Cardiology and Cardiovascular Imaging, Centro Cardiologico Monzino Istituto di Ricerca e Cura a Carattere Scientifico (IRCCS), Milan, Italy (G.P.).ORCID 0000-0002-1339-6679
Saima MushtaqPerioperative Cardiology and Cardiovascular Imaging Department, Centro Cardiologico Monzino IRCCS, Milan, Italy (S.M.).ORCID 0000-0003-4168-2207
Ronny R BuechelDepartment of Nuclear Medicine, Cardiac Imaging, University Hospital and University of Zurich, Switzerland (R.R.B.).ORCID 0000-0001-8064-8904
Christoph GräniDepartment of Cardiology, Inselspital, Bern University Hospital, University of Bern, Switzerland (C.G.).ORCID 0000-0001-6029-0597
Amit R PatelDivision of Cardiovascular Medicine, University of Virginia, Charlottesville (A.R.P., C.C.S.).ORCID 0000-0001-7621-6463
Cristiane C SingulaneDivision of Cardiovascular Medicine, University of Virginia, Charlottesville (A.R.P., C.C.S.).ORCID 0000-0002-8561-4276
Andrew D ChoiDepartment of Cardiology and Radiology, George Washington University, Washington, DC (A.D.C., ).
Mouaz Al-MallahDepartment of Cardiology, Houston Methodist, TX (M.A.-M.,.).ORCID 0000-0003-2348-0484
Daniele AndreiniDivision of University Cardiology, IRCCS Galeazzi Sant'Ambrogio, Department of Biomedical and Clinical Sciences, University of Milan, Italy (D.A.).
Ronald P KarlsbergCardiovascular Research Foundation of Southern California, Cedars-Sinai Heart, David Geffen School of Medicine, University of California Los Angeles (R.P.K., G.C.).ORCID 0000-0003-4695-9092
Geoffrey ChoCardiovascular Research Foundation of Southern California, Cedars-Sinai Heart, David Geffen School of Medicine, University of California Los Angeles (R.P.K., G.C.).ORCID 0000-0002-4438-2093
Carlos E RochitteHeart Institute, InCor, University of São Paulo Medical School, Brazil (C.E.R.).ORCID 0000-0003-4505-3344
Mirvat AlasnagCardiac Center, King Fahad Armed Forces Hospital, Jeddah, Saudi Arabia (M. Alasnag).
Ashraf HamdanDepartment of Cardiology, Rabin Medical Center, Petah Tikva and Tel Aviv University, Israel (A.H.).
Filippo CademartiriIRCCS SYNLAB SDN, Naples, Italy (F.C.).ORCID 0000-0002-0579-3279
Erica MaffeiDepartment of Radiology, Istituto di Ricovero e Cura a Carattere (IRCCS) SYNLAB SDN, Naples, Italy (E. Maffei).ORCID 0000-0002-0388-4433
Hugo MarquesUNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa, Portugal (H.M., P.M.G.F).
Pedro M Gonçalves PereiraUNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa, Portugal (H.M., P.M.G.F).ORCID 0000-0003-4301-3090
Himanshu GuptaCardiac Imaging, Heart and Vascular Institute, Valley Health System, Paramus, NJ (H.G.).ORCID 0000-0001-9428-4988
Martin HadamitzkyDepartment of Radiology and Nuclear Medicine, German Heart Center Munich, Germany (M.H.).
Omar KhaliqueDivision of Cardiovascular Imaging, St. Francis Hospital and Heart Center, Roslyn, NY (O.K.).ORCID 0000-0003-1850-8665
Dinesh KalraDivision of Cardiology, Department of Medicine, University of Louisville School of Medicine, KY (D.K.).ORCID 0000-0001-5254-4067
James D MillsDepartment of Cardiology, West Virginia University Heart and Vascular Institute, Morgantown (J.D.M.).ORCID 0009-0000-8061-7462
Nick S NurmohamedDepartment of Cardiology and Department of Vascular Medicine, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands (N.S.N.).ORCID 0000-0001-9045-6009
Paul KnaapenDepartment of Cardiology, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands (P.K.).ORCID 0000-0001-8038-7898
Matthew BudoffThe Lundquist Institute, Torrance, CA (M. Budoff).ORCID 0000-0002-9616-1946
Kashif ShaikhUniversity of Tennessee Medical Center, Knoxville (K.S.).
Enrico MartinDivision of Cardiology, MercyOne-Iowa Heart Center, Des Moines, IA (E. Martin).
David M GermanKnight Cardiovascular Institute, Oregon Health & Science University, Portland (D.M.G., M.F.).
Maros FerencikKnight Cardiovascular Institute, Oregon Health & Science University, Portland (D.M.G., M.F.).ORCID 0000-0001-5872-2223
Andrew C OehlerAllegheny Health Network Cardiovascular Institute, Allegheny Health Network, Pittsburgh, PA (A.C.O.).ORCID 0000-0002-2329-8845
Roderick DeañoDivision of Cardiovascular Medicine, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison (R.D.).ORCID 0000-0002-0325-8002
Prashant NagpalDepartment of Radiology, University of Wisconsin School of Medicine and Public Health, Madison (P.N.).ORCID 0000-0003-2347-034X
Marly Van AssenDepartment of Radiology and Imaging Sciences, Emory University, Atlanta, GA (M.V.A., C.N.D.C.).ORCID 0000-0003-4044-4426
Carlo Nicola De CeccoDepartment of Radiology and Imaging Sciences, Emory University, Atlanta, GA (M.V.A., C.N.D.C.).ORCID 0000-0002-2956-3101
Borek FoldynaDepartment of Radiology, Cardiovascular Imaging and Research Center, Massachusetts General Hospital and Harvard Medical School, Boston (B.F., J.M.B.).ORCID 0000-0002-2466-4827
Jan Michael BrendelDepartment of Radiology, Cardiovascular Imaging and Research Center, Massachusetts General Hospital and Harvard Medical School, Boston (B.F., J.M.B.).ORCID 0000-0002-2729-610X
Victor Y ChengMinneapolis Heart Institute, MN (V.Y.C.).
Kelley BranchDivision of Cardiology, Cardiovascular Clinical Trials, University of Washington, Seattle (K.B.).ORCID 0000-0003-2362-6498
Marcio BittencourtHeart and Vascular Institute, University of Pittsburgh Medical Center, PA (M. Bittencourt).ORCID 0000-0002-3711-1754
Sabha BhattiNational Institute of Cardiovascular Diseases, Karachi, Pakistan (S. Bhatti).
Venkateshwar PolsaniPiedmont Heart Institute, Atlanta, GA (V.P.).ORCID 0009-0004-6576-1297
George WesbeyDepartment of Cardiovascular Computed Tomography, Scripps Clinic, La Jolla, CA (G.W.).
Rhanderson CardosoDivision of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA (R.C., R.B.).
Ron BlanksteinDivision of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA (R.C., R.B.).ORCID 0000-0002-8393-6562
Augustin DelagoMedical Data Research Collaborative, United Kingdom (A.D.).
Amit PursnaniCardiology, Endeavor NorthShore Cardiovascular Institute, Evanston, IL (A.P.).ORCID 0000-0001-5616-8839
Amro AlsaidDepartment of Cardiac Imaging, Baylor Scott & White The Heart Hospital Plano, TX (A.A.).ORCID 0000-0002-6466-2615
Stephen BloomMidwest Heart and Vascular Associates, Kansas City, MO (S. Bloom).
Vasileios Kamperidis1st Cardiology Department, Medical School, Aristotle University of Thessaloniki, Greece (V.K.).ORCID 0000-0001-8424-6718
Fabian BarbieriDepartment of Cardiology, Angiology and Intensive Care Medicine, Deutsches Herzzentrum der Charité, Berlin, Germany (F.B.).ORCID 0000-0003-4456-1822
Melissa AquinoCleerly Health, Denver, CO (M. Aquino).
Ibrahim DanadDepartment of Cardiology, Radboud University Medical Center, Nijmegen, the Netherlands (I.D.).
Alexander van RosendaelDepartment of Cardiology, Leiden University Medical Center, the Netherlands (J.J.B., A.R.).

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCoronary plaque features are imaging biomarkers of cardiovascular risk, but less is known about sex-specific patterns in their prognostic value. This study aimed to define sex differences in the coronary atherosclerotic phenotypes assessed by artificial intelligence-based quantitative computed tomography (AI-QCT) and the associated risk of major adverse cardiovascular events (MACEs).

methodsGlobal multicenter registry including symptomatic patients with suspicion of coronary artery disease referred for coronary computed tomography angiography. AI-QCT analyzed 16 coronary artery disease features. The primary end point was MACE defined as death, myocardial infarction, late revascularization, cerebrovascular events, unstable angina, and congestive heart failure.

resultsAmong 3551 patients (mean age, 59±12 years; 49.5% women), MACE occurred in 3.2% of women and 6.1% of men during an average follow-up of 4.8±2.2 years. The AI-QCT features total plaque volume, noncalcified plaque, calcified plaque, and percentage atheroma volume were significantly higher in men (

conclusionsThe AI-QCT plaque features, total plaque volume, noncalcified plaque, calcified plaque, and percentage atheroma volume, conferred a higher relative MACE risk in women and may prompt more aggressive antiatherosclerotic therapy and reinforced preventive interventions. REGISTRATION: URL: https://www.clinicaltrials.gov; Unique identifier: NCT04279496.

Indexed as

Artificial IntelligenceComputed Tomography AngiographyCoronary AngiographyCoronary Artery DiseaseCoronary VesselsPlaque, AtheroscleroticAgedFemaleHumansMaleMiddle AgedPredictive Value of TestsPrognosisRegistriesRisk AssessmentRisk Factorsartificial intelligenceatherosclerosiscomputed tomographycomputed tomography angiographycoronary artery diseasewomen’s health

Identifiers

PMID40162910
PMCPMC12173162

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Registered trials

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