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C-factor: a summary measure for systemic arterial calcifications
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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8243490/ https://www.ncbi.nlm.nih.gov/pubmed/34187369 http://dx.doi.org/10.1186/s12872-021-02126-y |
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author | Kuiper, Lieke M. Ikram, M. Kamran Kavousi, Maryam Vernooij, Meike W. Ikram, M. Arfan Bos, Daniel |
author_facet | Kuiper, Lieke M. Ikram, M. Kamran Kavousi, Maryam Vernooij, Meike W. Ikram, M. Arfan Bos, Daniel |
author_sort | Kuiper, Lieke M. |
collection | PubMed |
description | 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12872-021-02126-y. |
format | Online Article Text |
id | pubmed-8243490 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82434902021-06-30 C-factor: a summary measure for systemic arterial calcifications Kuiper, Lieke M. Ikram, M. Kamran Kavousi, Maryam Vernooij, Meike W. Ikram, M. Arfan Bos, Daniel BMC Cardiovasc Disord Research Article 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12872-021-02126-y. BioMed Central 2021-06-29 /pmc/articles/PMC8243490/ /pubmed/34187369 http://dx.doi.org/10.1186/s12872-021-02126-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Kuiper, Lieke M. Ikram, M. Kamran Kavousi, Maryam Vernooij, Meike W. Ikram, M. Arfan Bos, Daniel C-factor: a summary measure for systemic arterial calcifications |
title | C-factor: a summary measure for systemic arterial calcifications |
title_full | C-factor: a summary measure for systemic arterial calcifications |
title_fullStr | C-factor: a summary measure for systemic arterial calcifications |
title_full_unstemmed | C-factor: a summary measure for systemic arterial calcifications |
title_short | C-factor: a summary measure for systemic arterial calcifications |
title_sort | c-factor: a summary measure for systemic arterial calcifications |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8243490/ https://www.ncbi.nlm.nih.gov/pubmed/34187369 http://dx.doi.org/10.1186/s12872-021-02126-y |
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