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

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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Publication Details

Journal
Journal of Clinical Medicine
Published
2026-06-16
DOI
https://doi.org/10.3390/jcm15124652
Primary Topic
Cardiac Imaging and Diagnostics
Type
article
Field-Weighted Citation Impact
0.00

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article

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

Kuan‐Cheng Chang, Jin–Man He, Yu-Chen Wang
Journal of Clinical Medicine
Cardiac Imaging and Diagnostics
article

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

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

Abstract

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.

Journal of Clinical MedicineVol. 15(12)
Asia University (TW), China Medical University (TW), China Medical University Hospital (TW)
Asia University Hospital, China Medical University Hospital
Peace, Justice and strong institutions
Openalex Percentile: Top 7%
Cardiac Imaging and Diagnostics
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