Incidental Imaging Findings from Routine Chest CT Used to Identify Subjects at High Risk of Future Cardiovascular Events

被引:32
作者
Jairam, Pushpa M. [1 ,2 ]
Gondrie, Martijn J. A. [2 ]
Grobbee, Diederick E. [1 ]
Mali, Willem P. Th. M. [2 ]
Jacobs, Peter C. A. [2 ]
van der Graaf, Yolanda [1 ]
机构
[1] Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, NL-3584 CG Utrecht, Netherlands
[2] Univ Med Ctr Utrecht, Dept Radiol, NL-3584 CG Utrecht, Netherlands
关键词
ALL-CAUSE MORTALITY; AMERICAN-HEART-ASSOCIATION; CORONARY-ARTERY CALCIUM; COMPUTED-TOMOGRAPHY; UNREQUESTED INFORMATION; DISEASE PREDICTION; PROGNOSTIC VALUE; PREVALENCE; MODELS; CALCIFICATION;
D O I
10.1148/radiol.14132211
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To investigate the contribution of incidental findings at chest computed tomography (CT) in the detection of subjects at high risk for cardiovascular disease (CVD) by deriving and validating a CT-based prediction rule. Materials and Methods: This retrospective study was approved by the ethical review board of the primary participating facility, and informed consent was waived. The derivation cohort comprised 10410 patients who underwent diagnostic chest CT for noncardiovascular indications. During a mean follow-up of 3.7 years (maximum, 7.0 years), 1148 CVD events (cases) were identified. By using a case-cohort approach, CT scans from the cases and from an approximately 10% random sample of the baseline cohort (n = 1366) were graded visually for several cardiovascular findings. Multivariable Cox proportional hazards analysis with backward elimination technique was used to derive the best-fitting parsimonious prediction model. External validation (discrimination, calibration, and risk stratification) was performed in a separate validation cohort (n = 1653). Results: The final model included patient age and sex, CT indication, left anterior descending coronary artery calcifications, mitral valve calcifications, descending aorta calcifications, and cardiac diameter. The model demonstrated good discriminative value, with a C statistic of 0.71 (95% confidence interval: 0.68, 0.74) and a good overall calibration, as assessed in the validation cohort. This imaging-based model allows accurate stratification of individuals into clinically relevant risk categories. Conclusion: Structured reporting of incidental CT findings can mediate accurate stratification of individuals into clinically relevant risk categories and subsequently allow those at higher risk of future CVD events to be distinguished. (C)RENA, 2014
引用
收藏
页码:700 / 708
页数:9
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