Risk Model Development and Validation for Prediction of Coronary Artery Aneurysms in Kawasaki Disease in a North American Population. Issue 11 (4th June 2019)
- Record Type:
- Journal Article
- Title:
- Risk Model Development and Validation for Prediction of Coronary Artery Aneurysms in Kawasaki Disease in a North American Population. Issue 11 (4th June 2019)
- Main Title:
- Risk Model Development and Validation for Prediction of Coronary Artery Aneurysms in Kawasaki Disease in a North American Population
- Authors:
- Son, Mary Beth F.
Gauvreau, Kimberlee
Tremoulet, Adriana H.
Lo, Mindy
Baker, Annette L.
de Ferranti, Sarah
Dedeoglu, Fatma
Sundel, Robert P.
Friedman, Kevin G.
Burns, Jane C.
Newburger, Jane W. - Abstract:
- Abstract : Background: Accurate prediction of coronary artery aneurysms (CAAs) in patients with Kawasaki disease remains challenging in North American cohorts. We sought to develop and validate a risk model for CAA prediction. Methods and Results: A binary outcome of CAA was defined as left anterior descending or right coronary artery Z score ≥2.5 at 2 to 8 weeks after fever onset in a development cohort (n=903) and a validation cohort (n=185) of patients with Kawasaki disease. Associations of baseline clinical, laboratory, and echocardiographic variables with later CAA were assessed in the development cohort using logistic regression. Discrimination (c statistic) and calibration (Hosmer‐Lemeshow) of the final model were evaluated. A practical risk score assigning points to each variable in the final model was created based on model coefficients from the development cohort. Predictors of CAAs at 2 to 8 weeks were baseline Z score of left anterior descending or right coronary artery ≥2.0, age <6 months, Asian race, and C‐reactive protein ≥13 mg/dL (c=0.82 in the development cohort, c=0.93 in the validation cohort). The CAA risk score assigned 2 points for baseline Z score of left anterior descending or right coronary artery ≥2.0 and 1 point for each of the other variables, with creation of low‐ (0–1), moderate‐ (2), and high‐ (3–5) risk groups. The odds of CAAs were 16‐fold greater in the high‐ versus the low‐risk groups in the development cohort (odds ratio, 16.4; 95% CI,Abstract : Background: Accurate prediction of coronary artery aneurysms (CAAs) in patients with Kawasaki disease remains challenging in North American cohorts. We sought to develop and validate a risk model for CAA prediction. Methods and Results: A binary outcome of CAA was defined as left anterior descending or right coronary artery Z score ≥2.5 at 2 to 8 weeks after fever onset in a development cohort (n=903) and a validation cohort (n=185) of patients with Kawasaki disease. Associations of baseline clinical, laboratory, and echocardiographic variables with later CAA were assessed in the development cohort using logistic regression. Discrimination (c statistic) and calibration (Hosmer‐Lemeshow) of the final model were evaluated. A practical risk score assigning points to each variable in the final model was created based on model coefficients from the development cohort. Predictors of CAAs at 2 to 8 weeks were baseline Z score of left anterior descending or right coronary artery ≥2.0, age <6 months, Asian race, and C‐reactive protein ≥13 mg/dL (c=0.82 in the development cohort, c=0.93 in the validation cohort). The CAA risk score assigned 2 points for baseline Z score of left anterior descending or right coronary artery ≥2.0 and 1 point for each of the other variables, with creation of low‐ (0–1), moderate‐ (2), and high‐ (3–5) risk groups. The odds of CAAs were 16‐fold greater in the high‐ versus the low‐risk groups in the development cohort (odds ratio, 16.4; 95% CI, 9.71–27.7 [ P <0.001]), and >40‐fold greater in the validation cohort (odds ratio, 44.0; 95% CI, 10.8–180 [ P <0.001]). Conclusions: Our risk model for CAA in Kawasaki disease consisting of baseline demographic, laboratory, and echocardiographic variables had excellent predictive utility and should undergo prospective testing. … (more)
- Is Part Of:
- Journal of the American Heart Association. Volume 8:Issue 11(2019)
- Journal:
- Journal of the American Heart Association
- Issue:
- Volume 8:Issue 11(2019)
- Issue Display:
- Volume 8, Issue 11 (2019)
- Year:
- 2019
- Volume:
- 8
- Issue:
- 11
- Issue Sort Value:
- 2019-0008-0011-0000
- Page Start:
- n/a
- Page End:
- n/a
- Publication Date:
- 2019-06-04
- Subjects:
- coronary aneurysm -- echocardiography -- Kawasaki disease -- risk score
Heart -- Diseases -- Periodicals
Cardiovascular system -- Diseases -- Periodicals
Cerebrovascular disease -- Periodicals
Cardiology -- Periodicals
616.1 - Journal URLs:
- http://jaha.ahajournals.org ↗
http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)2047-9980 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1161/JAHA.118.011319 ↗
- Languages:
- English
- ISSNs:
- 2047-9980
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 15276.xml