Cardiac Imaging and Diagnostics Open access Peer reviewed

Serial Coronary Artery Calcium Progression and Risk of Major Adverse Cardiovascular Events in an Asian Cohort

Jin–Man He, Yu-Chen Wang, Kuan‐Cheng Chang

Journal of Clinical Medicine | Jun 16, 2026

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Serial CAC assessment may serve as a useful dynamic marker for refining longitudinal cardiovascular risk stratification, while prospective studies are needed to validate progression-guided management.

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Background/Objectives: The prognostic value of serial coronary artery calcium (CAC) progression remains uncertain in Asian populations and statin-treated patients. We evaluated the association between CAC progression and subsequent major adverse cardiovascular events (MACE) in a Taiwanese cohort. Methods: We retrospectively studied 1791 individuals undergoing two CAC-scoring cardiac CT scans at a tertiary center in Taiwan from 2006 to 2021, excluding those with MACE before the second scan. CAC progression was defined as an annualized Agatston score increase of ≥20 units/year. Time-to-event analyses used landmark Cox models beginning at the second scan, with inverse probability weighting (IPW), balance diagnostics, multivariable Cox regression, and multiple-imputation sensitivity analyses. Results: CAC progression occurred in 365 participants (20.4%). Progressors were older and had greater cardiometabolic risk and baseline CAC burden. In a landmark IPW analysis, CAC progression was associated with higher subsequent MACE risk (HR 2.02, 95% CI 1.49–2.74), with a graded association across annualized CAC change categories: HR 1.72 (95% CI 1.17–2.74) for 21–49 units/year and HR 2.86 (95% CI 2.29–3.57) for ≥50 units/year. The association remained consistent in multiple-imputation analysis (HR 1.90, 95% CI 1.36–2.66) and across major clinical subgroups. Discrimination for 10-year MACE was stronger among statin users than non-statin users (AUC 0.774 vs. 0.571), although statin-stratified analyses were exploratory. Conclusions: CAC progression was independently associated with subsequent MACE and showed a graded risk relationship. Serial CAC assessment may serve as a useful dynamic marker for refining longitudinal cardiovascular risk stratification, while prospective studies are needed to validate progression-guided management.

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Jin–Man He

first | China Medical University | ORCID 0000-0001-5183-9920

Yu-Chen Wang

middle | Asia University | ORCID 0000-0003-3053-775X

Kuan‐Cheng Chang

last | China Medical University | ORCID 0000-0001-6476-9896

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BibTeX

@article{He2026Serial,
  title = {Serial Coronary Artery Calcium Progression and Risk of Major Adverse Cardiovascular Events in an Asian Cohort},
  author = {Jin–Man He and Yu-Chen Wang and Kuan‐Cheng Chang},
  journal = {Journal of Clinical Medicine},
  year = {2026},
  doi = {10.3390/jcm15124652},
  url = {https://doi.org/10.3390/jcm15124652}
}

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