Abstract
Abstract
Background
Arterial calcification, the hallmark of arteriosclerosis, has a widespread distribution in the human body with only moderate correlation among sites. Hitherto, a single measure capturing the systemic burden of arterial calcification was lacking. In this paper, we propose the C-factor as an overall measure of calcification burden.
Methods
To quantify calcification in the coronary arteries, aortic arch, extra- and intracranial carotid arteries, and vertebrobasilar arteries, 2384 Rotterdam Study participants underwent cardiac and extra-cardiac non-enhanced CT. We performed principal component analyses on the calcification volumes of all twenty-six possible combinations of these vessel beds. Each analysis’ first principal component represents the C-factor. Subsequently, we determined the correlation between the C-factor derived from all vessel beds and the other C-factors with intraclass correlation coefficient (ICC) analyses. Finally, we examined the association of the C-factor and calcification in the separate vessel beds with cardiovascular, non-cardiovascular, and overall mortality using Cox–regression analyses.
Results
The ICCs ranged from 0.80 to 0.99. Larger calcification volumes and a higher C-factor were all individually associated with higher risk of cardiovascular, non-cardiovascular, and overall mortality. When included simultaneously in a model, the C-factor was still associated with all three mortality types (adjusted hazard ratio per standard deviation increase (HR) > 1.52), whereas associations of the separate vessel beds with mortality attenuated substantially (HR < 1.26).
Conclusions
The C-factor summarizes the systemic component of arterial calcification on an individual level and appears robust among different combinations of vessel beds. Importantly, when mutually adjusted, the C-factor retains its strength of association with mortality while the site-specific associations attenuate.
Funder
The Netherlands Genomics Initiative
Erasmus Medisch Centrum
Erasmus Universiteit Rotterdam
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
ZonMw
Research Institute for Diseases in the Elderly
Ministerie van Onderwijs, Cultuur en Wetenschap
Ministerie van Volksgezondheid, Welzijn en Sport
Directorate-General XII, Science, Research, and Development
Municipality of Rotterdam
Netherlands Consortium for Healthy Ageing
BrightFocus Foundation
Publisher
Springer Science and Business Media LLC
Subject
Cardiology and Cardiovascular Medicine
Reference32 articles.
1. Virani SS, Alonso A, Benjamin EJ, Bittencourt MS, Callaway CW, Carson AP, et al. Heart disease and stroke statistics—2020 update: a report from the American Heart Association. Circulation. 2020;141:e139-596.
2. Tarkin JM, Dweck MR, Evans NR, Takx RAP, Brown AJ, Tawakol A, et al. Imaging atherosclerosis. Circ Res. 2016;118:750–69.
3. Elias-Smale SE, Wieberdink RG, Odink AE, Hofman A, Hunink MGM, Koudstaal PJ, et al. Burden of atherosclerosis improves the prediction of coronary heart disease but not cerebrovascular events: The Rotterdam study. Eur Heart J. 2011;32:2050–8.
4. Bos D, Ikram MA, Elias-Smale SE, Krestin GP, Hofman A, Witteman JCM, et al. Calcification in major vessel beds relates to vascular brain disease. Arterioscler Thromb Vasc Biol. 2011;31:2331–7.
5. Polonsky TS, Mcclelland RL, Jorgensen NW, Bild DE, Burke GL, Guerci AD. Coronary artery calcium score and risk classification for coronary heart disease prediction. JAMA J Am Med Assoc. 2010;303:1610–6.
Cited by
2 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献