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June 17, 2026Journal of Clinical Medicine0 citationsOpen Access

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

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JHJin–Man HeYWYu-Chen WangKCKuan‐Cheng Chang

Key Result

Coronary artery calcium progression (≥20 units/year) was associated with a higher subsequent risk of major adverse cardiovascular events (HR 2.02; 95% CI 1.49-2.74).

Key Points

  • This study aims to assess the relationship between CAC progression and the risk of major adverse cardiovascular events in an Asian cohort.
  • Retrospective analysis of 1791 individuals undergoing two CAC-scoring cardiac CT scans from 2006 to 2021.
  • Excluded individuals with MACE prior to the second scan; defined CAC progression as an annualized Agatston score increase of ≥20 units/year.
  • Utilized landmark Cox models, inverse probability weighting, and multivariable Cox regression for time-to-event analyses.
  • CAC progression occurred in 365 participants (20.4%); progressors exhibited greater cardiometabolic risks and higher baseline CAC.
  • CAC progression was associated with an increased MACE risk (HR 2.02, 95% CI 1.49–2.74); graded association seen across CAC change categories: HR 1.72 for 21–49 units/year and HR 2.86 for ≥50 units/year.
  • Stronger discrimination for 10-year MACE was observed in statin users compared to non-statin users (AUC 0.774 vs. 0.571).

Study Design

Type

Cohort (n=1,791)

Multicenter

No

Structured PICO

Does serial coronary artery calcium (CAC) progression predict subsequent major adverse cardiovascular events in an Asian cohort?

P
Population
1,791 individuals undergoing two CAC-scoring cardiac CT scans at a tertiary center in Taiwan, excluding those with prior MACE.
E
Exposure
Coronary artery calcium (CAC) progression, defined as an annualized Agatston score increase of ≥20 units/year.
C
Comparator
No CAC progression (annualized Agatston score increase <20 units/year).
O
Outcome
Major adverse cardiovascular events (MACE) subsequent to the second scan.composite

Serial coronary artery calcium progression (≥20 units/year) is independently associated with a twofold increased risk of subsequent MACE in an Asian cohort, suggesting its utility as a dynamic marker for longitudinal risk stratification.

Main Result

Hazard Ratio: 2.02 (95% CI 1.49–2.74)

Limitations

  • Statin-stratified analyses were exploratory
  • Prospective studies are needed to validate progression-guided management

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.

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Cite This Study

He et al. (2026) conducted a cohort in Individuals undergoing serial coronary artery calcium scoring (n=1,791). Coronary artery calcium (CAC) progression (≥20 units/year) vs. No CAC progression (<20 units/year) was evaluated on Major adverse cardiovascular events (MACE) (HR 2.02, 95% CI 1.49-2.74). Coronary artery calcium progression (≥20 units/year) was associated with a higher subsequent risk of major adverse cardiovascular events (HR 2.02; 95% CI 1.49-2.74).

synapsesocial.com/papers/6a32689f9da909cb8f3dcc42https://doi.org/10.3390/jcm15124652
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