TY - JOUR
T1 - Validation of an imaging based cardiovascular risk score in a Scottish population
AU - Kockelkoren, Remko
AU - Jairam, Pushpa M.
AU - Murchison, John T.
AU - Debray, Thomas P.A.
AU - Mirsadraee, Saeed
AU - van der Graaf, Yolanda
AU - Jong, Pim A.de
AU - van Beek, Edwin J.R.
N1 - Publisher Copyright:
© 2017 Elsevier B.V.
Copyright:
Copyright 2018 Elsevier B.V., All rights reserved.
PY - 2018/1/1
Y1 - 2018/1/1
N2 - Objectives A radiological risk score that determines 5-year cardiovascular disease (CVD) risk using routine care CT and patient information readily available to radiologists was previously developed. External validation in a Scottish population was performed to assess the applicability and validity of the risk score in other populations. Methods 2915 subjects aged ≥40 years who underwent routine clinical chest CT scanning for non-cardiovascular diagnostic indications were followed up until first diagnosis of, or death from, CVD. Using a case-cohort approach, all cases and a random sample of 20% of the participant's CT examinations were visually graded for cardiovascular calcifications and cardiac diameter was measured. The radiological risk score was determined using imaging findings, age, gender, and CT indication. Results Performance on 5-year CVD risk prediction was assessed. 384 events occurred in 2124 subjects during a mean follow-up of 4.25 years (0–6.4 years). The risk score demonstrated reasonable performance in the studied population. Calibration showed good agreement between actual and 5-year predicted risk of CVD. The c-statistic was 0.71 (95%CI:0.67-0.75). Conclusions The radiological CVD risk score performed adequately in the Scottish population offering a potential novel strategy for identifying patients at high risk for developing cardiovascular disease using routine care CT data.
AB - Objectives A radiological risk score that determines 5-year cardiovascular disease (CVD) risk using routine care CT and patient information readily available to radiologists was previously developed. External validation in a Scottish population was performed to assess the applicability and validity of the risk score in other populations. Methods 2915 subjects aged ≥40 years who underwent routine clinical chest CT scanning for non-cardiovascular diagnostic indications were followed up until first diagnosis of, or death from, CVD. Using a case-cohort approach, all cases and a random sample of 20% of the participant's CT examinations were visually graded for cardiovascular calcifications and cardiac diameter was measured. The radiological risk score was determined using imaging findings, age, gender, and CT indication. Results Performance on 5-year CVD risk prediction was assessed. 384 events occurred in 2124 subjects during a mean follow-up of 4.25 years (0–6.4 years). The risk score demonstrated reasonable performance in the studied population. Calibration showed good agreement between actual and 5-year predicted risk of CVD. The c-statistic was 0.71 (95%CI:0.67-0.75). Conclusions The radiological CVD risk score performed adequately in the Scottish population offering a potential novel strategy for identifying patients at high risk for developing cardiovascular disease using routine care CT data.
KW - Cardiovascular disease
KW - Epidemiology
KW - Multidetector computed tomography
KW - Risk prediction
KW - Vascular calcification
UR - http://www.scopus.com/inward/record.url?scp=85034985232&partnerID=8YFLogxK
U2 - 10.1016/j.ejrad.2017.11.016
DO - 10.1016/j.ejrad.2017.11.016
M3 - Article
AN - SCOPUS:85034985232
SN - 0720-048X
VL - 98
SP - 143
EP - 149
JO - European Journal of Radiology
JF - European Journal of Radiology
ER -