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American Heart Association

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Final ID: MP308

AI-enabled Plaque Phenotype Analysis of Coronary Computed Tomography Angiography Findings in Patients with Nonacute Chest Pain using FFRCT: Results from the PRECISE Trial

Abstract Body (Do not enter title and authors here):

Introduction: Advances in coronary computed tomography angiography (CCTA) have enhanced the possibilities for assessment and quantification of coronary artery disease (CAD). Using data from the CCTA arm of the PRECISE randomized trial (non-acute chest pain needing testing), we examined the extent and diffuseness of coronary plaque burden using novel CCTA-derived metrics.

Methods: All stable, symptomatic patients from the PRECISE randomized trial who underwent CCTA for evaluation of suspected CAD and had ≥50% diameter stenosis in at least one vessel were included, N=196. 3-vessel CAD patterns were assessed using FFRCT and AI-enabled quantitative plaque analysis (Heartflow). Nadir FFRCT was defined as total drop in FFRCT across the entire vessel. The FFRCT drop over a stenosis was termed stenosis FFRCT (sFFRCT). The decrement in FFRCT due to diffuse disease was termed diffuse FFRCT (dFFRCT) and defined as 1 – nadir FFRCT – sFFRCT. Patients were stratified into four groups (NoHEM, FOC, DIF and FOC+DIF) using cohort medians of 0.10 (sFFRCT) and 0.13 (dFFRCT) (Table). The Seattle Angina Questionnaire (SAQ) was used to assess symptoms.

Results: No hemodynamic disease (NoHEM), FOC, DIF and FOC+DIF were present in 21.5%, 28.6%, 29.6% and 20.4% of patients respectively. Clinical characteristics were similar between groups (Table). FOC and DIF+FOC had the lowest FFRCT nadir values as well as the highest stenosis FFRCT (both p<0.001). Per-patient total plaque volume (TPV, mm3) was higher in FOC and DIF+FOC compared to NoHEM and DIF (p=0.008; Figure). Per-patient noncalcified plaque volume (NCPV, mm3) followed a similar pattern (p=0.004), although % NCPV did not differ (0.86). Per-patient calcified plaque volume (CPV, mm3) and %CPV did not differ between groups (p=0.12 and 0.86).

Conclusion: CCTA allows for a more refined CAD plaque burden categorization by separating the FFRCT losses due to focal stenoses and diffuse CAD. Patients with focal or mixed (focal and diffuse) CAD phenotypes were not distinguishable by clinical characteristics, risk burden or angina severity. However, they exhibited higher plaque volumes, particularly noncalcified plaque, than those with no NoHEM or only diffuse disease. Further studies are necessary to examine the prognostic and therapeutic implications of these findings.
  • Jukema, Ruurt  ( AUMC , Amsterdam , Netherlands )
  • Chow, Benjamin  ( UNIVERSITY OF OTTAWA HEART INSTITUT , Ottawa , Ontario , Canada )
  • Kelsey, Michelle  ( DUKE UNIVERSITY , Durham , North Carolina , United States )
  • Nanna, Michael  ( Yale , New Haven , Connecticut , United States )
  • Vemulapalli, Sreekanth  ( DUKE UNIV MEDICAL CTR , Chapel Hill , North Carolina , United States )
  • Mark, Daniel  ( DUKE UNIV MEDICAL CTR , Chapel Hill , North Carolina , United States )
  • Leipsic, Jonathon  ( UBC , Vancouver , British Columbia , Canada )
  • Douglas, Pamela  ( DUKE UNIVERSITY DUMC , Durham , North Carolina , United States )
  • Ferencik, Maros  ( OHSU , Lake Oswego , Oregon , United States )
  • Curzen, Nick  ( University of Southampton , Southampton , United Kingdom )
  • Weir-mccall, Jonathan  ( University of Cambridge , Cambridge , United Kingdom )
  • Stone, Gregg  ( Mount Sinai Medical Center , New York City , New York , United States )
  • Rogers, Campbell  ( Heartflow , San Carlos , California , United States )
  • Mullen, Sarah  ( Heartflow , San Carlos , California , United States )
  • Ng, Nicholas  ( Heartflow , San Carlos , California , United States )
  • Author Disclosures:
    Ruurt Jukema: No Answer | Benjamin Chow: DO have relevant financial relationships ; Research Funding (PI or named investigator):TD:Active (exists now) ; Individual Stocks/Stock Options:P&G:Active (exists now) ; Individual Stocks/Stock Options:McKesson:Active (exists now) ; Individual Stocks/Stock Options:Artrya:Active (exists now) ; Consultant:Artrya:Active (exists now) | Michelle Kelsey: DO have relevant financial relationships ; Speaker:Heartflow, Inc:Active (exists now) ; Research Funding (PI or named investigator):Merck:Active (exists now) ; Consultant:Bayer, Inc:Past (completed) | Michael Nanna: DO have relevant financial relationships ; Consultant:HeartFlow, Inc.:Active (exists now) ; Consultant:Merck:Active (exists now) ; Consultant:Novo Nordisk:Active (exists now) | Sreekanth Vemulapalli: DO have relevant financial relationships ; Consultant:Abbott Vascular:Active (exists now) ; Advisor:Boehringer-Ingelheim:Past (completed) ; Advisor:Astra Zeneca:Past (completed) ; Consultant:Medtronic:Active (exists now) ; Advisor:Edwards Lifesciences:Past (completed) ; Speaker:Edwards Lifesciences:Past (completed) ; Research Funding (PI or named investigator):Edwards LIfesciences:Active (exists now) | Daniel Mark: DO NOT have relevant financial relationships | Jonathon Leipsic: DO have relevant financial relationships ; Consultant:Heartflow:Active (exists now) ; Consultant:Circle CVI:Active (exists now) | Pamela Douglas: DO have relevant financial relationships ; Researcher:HeartFlow:Past (completed) ; Other (please indicate in the box next to the company name):UpToDate- author:Active (exists now) ; Advisor:Novo Nordisk:Active (exists now) ; Advisor:Amgen:Active (exists now) ; Advisor:Foresite Labs:Past (completed) ; Advisor:Cleerly:Past (completed) | Maros Ferencik: DO have relevant financial relationships ; Consultant:Elucid:Active (exists now) ; Individual Stocks/Stock Options:Elucid:Active (exists now) ; Consultant:Biomarin:Past (completed) ; Consultant:HeartFlow:Active (exists now) ; Consultant:Cleerly:Active (exists now) | nick curzen: DO have relevant financial relationships ; Research Funding (PI or named investigator):haemonetcis:Active (exists now) ; Consultant:abbott:Past (completed) ; Speaker:shockwave:Past (completed) ; Speaker:heartflow:Past (completed) ; Speaker:abbott:Past (completed) ; Speaker:beckman coulter:Active (exists now) ; Research Funding (PI or named investigator):boston scientific:Active (exists now) ; Research Funding (PI or named investigator):heartflow:Active (exists now) | Jonathan Weir-McCall: No Answer | Gregg Stone: No Answer | Campbell Rogers: DO have relevant financial relationships ; Employee:Heartflow:Active (exists now) | Sarah Mullen: DO have relevant financial relationships ; Employee:Heartflow:Active (exists now) | Nicholas Ng: DO have relevant financial relationships ; Employee:Heartflow:Active (exists now)
Meeting Info:

Scientific Sessions 2025

2025

New Orleans, Louisiana

Session Info:

Imaging Insights from Multicenter Clinical Trials

Saturday, 11/08/2025 , 10:45AM - 11:55AM

Moderated Digital Poster Session

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