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Arterial age as a substitute for chronological age in the AGLA risk function could improve coronary risk prediction
Michel Romanens1, Franz Ackermann2, Isabella Sudano3
1Vascular Risk Foundation, Olten, Switzerland.
Insights
Arterial age, calculated from carotid plaque, better predicts myocardial infarction risk than chronological age in coronary risk charts. This ultrasound-based method offers improved cardiovascular risk assessment for patients.
Area of Science:
- Cardiovascular Medicine
- Medical Imaging
- Risk Stratification
Background:
- Coronary risk charts like the Swiss Arbeitsgruppe Lipide und Atherosklerose (AGLA) have limited sensitivity for predicting future myocardial infarction.
- Arterial age (aa) is explored as a potential surrogate for chronological age (ca) to enhance risk prediction.
Purpose of the Study:
- To evaluate the performance of arterial age (aa) as a predictor of myocardial infarction compared to chronological age (ca).
- To assess if arterial age can improve the accuracy of the AGLA coronary risk function.
Main Methods:
- Carotid plaque burden was quantified using total plaque area (TPA) via ultrasound in a derivation cohort (n=1500).
- An exponential function derived sex-specific formulas for arterial age based on TPA.
- The predictive ability of AGLA using chronological age (AGLAca) and arterial age (AGLAaa) was validated in an external cohort (n=684) for detecting myocardial infarctions.
Main Results:
- Arterial age formulas were established: men y = 5.4175e0.0426x, women y = 4.1942e0.0392x.
- Receiver operating characteristic (ROC) analysis showed a significantly higher area under the curve for AGLAaa (0.78) compared to AGLAca (0.65).
- Cox regression analysis confirmed AGLAaa's significant association with event-free survival (p=0.0003), unlike AGLAca.
Conclusions:
- Arterial age derived from carotid plaque total plaque area (TPA) can effectively replace chronological age in the AGLA coronary risk function.
- The use of arterial age demonstrates superior predictive performance for myocardial infarction.
- Further research is warranted to validate these findings externally and assess the cost-effectiveness of ultrasound imaging for arterial age determination.
Principles:
As a result of the relatively low sensitivity of coronary risk charts, such as the Swiss coronary risk calculator (Arbeitsgruppe Lipide und Atherosklerose, AGLA), for detecting subjects with future myocardial infarction, the performance of arterial age (aa) as a surrogate marker for chronological age (ca) was tested.
Methods:
In a practice based sample, burden of carotid plaque was obtained with ultrasound, using total plaque area (TPA). In this derivation cohort, sex-specific 5-year groups of mean TPA were calculated in subjects aged between 35 and 79 years. The arterial age formula was found by fitting an exponential function on these data. AGLAca and AGLAaa were tested externally for their ability to detect 13 myocardial infarctions in 684 subjects (validation cohort).
Results:
The derivation cohort included 1,500 subjects (mean age 59 ± 9 years, mean TPA 54 ± 52 mm2, 5% diabetics, 43% women). Arterial age was found to be y = 5.4175e0.0426x in men and y = 4.1942e0.0392x in women. Mean 10-year AGLAca coronary risk was comparable to AGLAaa (8% ± 9% vs 9% ± 15%). Receiver operating characteristic (ROC) analysis of AGLAca and AGLAaa results showed areas under the curve of 0.65 (p = 0.041) and 0.78 (p <0.0001), respectively, (p = 0.041 for the difference = 0.13). This finding was also confirmed by a Cox proportional hazards regression model on patients' event-free survival (p = not significant for AGLAca, p = 0.0003 for AGLAaa).
Conclusions:
Arterial age derived from TPA could be used instead of chronological age in the AGLA coronary risk function. Further studies on the external validity and cost effectiveness of the additional ultrasound imaging study are necessary.
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