Time-dependent prognostic value of coronary plaque burden and hyperemic myocardial blood flow
12 affiliations
- 1Department of Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
- 2Departamento de Enfermedades Cardiovasculares, Clínica Alemana Universidad del Desarrollo, Santiago, Chile
- 3Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland
- 4Department of Clinical Physiology, Nuclear Medicine and PET, Turku University Hospital, Turku, Finland
- 5Department of Radiology, St. Paul’s Hospital and University of British Columbia, Vancouver, BC Canada
- 6Department of Vascular Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
- 7Radiology, Nuclear Medicine and PET Research, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
- 8Department of Cardiology, Bern University Hospital, Bern, Switzerland
- 9Department of Radiology, Mayo Clinic, Rochester, MN USA
- 10Department of Cardiology, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525 GA Nijmegen, the Netherlands
- 11Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
- 12Heart Center, Turku University Hospital, Turku, Finland
Abstract
Rationale: The time-dependent contributions of coronary atherosclerotic plaque burden and myocardial ischemia to clinical outcomes in suspected coronary artery disease (CAD) remain uncertain. This study aimed to evaluate the temporal associations of quantitatively assessed plaque burden and ischemia with cardiovascular events.
Methods: We studied 1,385 patients with suspected CAD who underwent coronary computed tomography angiography (CCTA) and [15O]H₂O positron emission tomography (PET) perfusion imaging. Plaque burden was measured as percent atheroma volume (PAV) using AI-based CCTA analysis. Myocardial perfusion was evaluated by regional hyperemic myocardial blood flow (hMBF) using PET. Adjusted Cox regression models, including both PAV and hMBF, were used to assess associations with a composite outcome (death, non-fatal myocardial infarction, unstable angina) at 3, 6, and 9 years.
Results: The median follow-up time was 7.1 years, during which 185 patients (13.4%) experienced the outcome. Higher per-patient PAV (per 1%) was consistently and independently associated with increased event rate across all three timepoints (aHR 1.035–1.047, all p < 0.001). Lower regional hMBF (per 0.1 mL/min/g) was independently associated with events at 3 years (aHR 1.050, p = 0.004) and 6 years (aHR 1.028, p = 0.024), but not at 9 years (aHR 1.020, p = 0.063). After excluding early revascularization patients, regional hMBF remained associated with outcomes at all timepoints.
Conclusions: Plaque burden and regional hMBF are independent markers of cardiovascular risk. Plaque burden remained consistently associated with adverse clinical outcomes throughout follow-up, whereas regional hMBF was primarily related to short- and intermediate-term events, likely influenced by the effects of myocardial revascularization.
Graphical abstract: Cox models were developed incorporating both per-patient PAV and regional hMBF, with adjustment for clinical covariates and early revascularization status. AI = artificial intelligence; CCTA = coronary computed tomography angiography; PAV = percent atheroma volume; PET = positron emission tomography; hMBF = hyperemic myocardial blood flow; MI = myocardial infarction; UA = unstable angina.
Supplementary Information: The online version contains supplementary material available at https://doi.org/10.1007/s00259-026-08135-3.
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BibTeX
@article{dahdal2026timedependent,
title = {{Time-dependent prognostic value of coronary plaque burden and hyperemic myocardial blood flow}},
author = {Jorge Dahdal and Teemu Maaniitty and Ruurt A. Jukema and Nick S. Nurmohamed and Pieter G. Raijmakers and Roel S. Driessen and Matias Mäenpää and Sarah Bär and R. Nils Planken and Niels van Royen and Jeroen J. Bax and Antti Saraste and Saloua el Messaoudi and Juhani Knuuti and Paul Knaapen and Ibrahim Danad},
journal = {European Journal of Nuclear Medicine and Molecular Imaging},
year = {2026},
month = aug,
doi = {10.1007/s00259-026-08135-3},
url = {https://doi.org/10.1007/s00259-026-08135-3},
note = {CC BY 4.0},
}
RIS
TY - JOUR
TI - Time-dependent prognostic value of coronary plaque burden and hyperemic myocardial blood flow
AU - Jorge Dahdal
AU - Teemu Maaniitty
AU - Ruurt A. Jukema
AU - Nick S. Nurmohamed
AU - Pieter G. Raijmakers
AU - Roel S. Driessen
AU - Matias Mäenpää
AU - Sarah Bär
AU - R. Nils Planken
AU - Niels van Royen
AU - Jeroen J. Bax
AU - Antti Saraste
AU - Saloua el Messaoudi
AU - Juhani Knuuti
AU - Paul Knaapen
AU - Ibrahim Danad
PY - 2026
DA - 2026/08/30
JO - European Journal of Nuclear Medicine and Molecular Imaging
DO - 10.1007/s00259-026-08135-3
UR - https://doi.org/10.1007/s00259-026-08135-3
AB - Rationale: The time-dependent contributions of coronary atherosclerotic plaque burden and myocardial ischemia to clinical outcomes in suspected coronary artery disease (CAD) remain uncertain. This study aimed to evaluate the temporal associations of quantitatively assessed plaque burden and ischemia with cardiovascular events. Methods: We studied 1,385 patients with suspected CAD who underwent coronary computed tomography angiography (CCTA) and [15O]H₂O positron emission tomography (PET) perfusion imaging. Plaque burden was measured as percent atheroma volume (PAV) using AI-based CCTA analysis. Myocardial perfusion was evaluated by regional hyperemic myocardial blood flow (hMBF) using PET. Adjusted Cox regression models, including both PAV and hMBF, were used to assess associations with a composite outcome (death, non-fatal myocardial infarction, unstable angina) at 3, 6, and 9 years. Results: The median follow-up time was 7.1 years, during which 185 patients (13.4%) experienced the outcome. Higher per-patient PAV (per 1%) was consistently and independently associated with increased event rate across all three timepoints (aHR 1.035–1.047, all p < 0.001). Lower regional hMBF (per 0.1 mL/min/g) was independently associated with events at 3 years (aHR 1.050, p = 0.004) and 6 years (aHR 1.028, p = 0.024), but not at 9 years (aHR 1.020, p = 0.063). After excluding early revascularization patients, regional hMBF remained associated with outcomes at all timepoints. Conclusions: Plaque burden and regional hMBF are independent markers of cardiovascular risk. Plaque burden remained consistently associated with adverse clinical outcomes throughout follow-up, whereas regional hMBF was primarily related to short- and intermediate-term events, likely influenced by the effects of myocardial revascularization. Graphical abstract: Cox models were developed incorporating both per-patient PAV and regional hMBF, with adjustment for clinical covariates and early revascularization status. AI = artificial intelligence; CCTA = coronary computed tomography angiography; PAV = percent atheroma volume; PET = positron emission tomography; hMBF = hyperemic myocardial blood flow; MI = myocardial infarction; UA = unstable angina. Supplementary Information: The online version contains supplementary material available at https://doi.org/10.1007/s00259-026-08135-3.
SN - 1619-7070
SN - 1619-7089
ER -