Send to

Choose Destination
J Am Soc Echocardiogr. 2013 Dec;26(12):1379-87. doi: 10.1016/j.echo.2013.08.016. Epub 2013 Sep 23.

A clinical prediction model to estimate the risk for coarctation of the aorta in the presence of a patent ductus arteriosus.

Author information

Department of Pediatrics, Thomas P. Graham Jr. Division of Pediatric Cardiology, Vanderbilt University Medical Center, and the Monroe Carell Jr. Children's Hospital at Vanderbilt, Nashville, Tennessee. Electronic address:



Diagnosing coarctation of the aorta (CoA) in the presence of a patent ductus arteriosus (PDA) may require observation until PDA closure. The aim of this study was to create a model incorporating previously published indices to estimate the probability of neonatal CoA in the presence of a PDA.


A retrospective "investigation" cohort of 80 neonates was divided into two groups: (1) neonates with PDA and suspicion for CoA requiring observation to confirm the presence or absence of CoA and (2) neonates with PDA and confirmed diagnosis of either CoA or unobstructed aortic arch. Multivariate logistic regression was used to create the coarctation probability model (CPM), which was used to calculate a neonate's probability of CoA. The CPM was validated internally using bootstrapping and subsequently validated prospectively using a "validation" cohort of 74 neonates with PDA.


The CPM had an area under the receiver operating characteristic curve of 0.96 and demonstrated good clinical significance in the risk stratification of neonates with PDA and CoA. No neonate with a CPM probability of <15% had CoA after PDA closure. Neonates with CPM probability < 15% were classified at low risk, between 15% and 60% at moderate risk, and >60% at high risk for CoA.


On the basis of these results, the authors recommend measurement of the CPM in all neonates with PDA. Those with CPM probability < 15% no longer require observation, which could decrease observation in as many as half of neonates with unobstructed aortic arches; those with CPM probabilities between 15% and 60% require follow-up imaging, while those with CPM probabilities > 60% should be observed as inpatients until PDA closure.


CA/DT; CPM; CSA; Carotid artery–to–distal transverse arch; Carotid artery–to–subclavian artery; CoA; Coarctation of the aorta; Coarctation probability model; Congenital heart disease; DT; Distal transverse arch; I/D; Isthmus–to–descending aorta; Logistic regression model; NICU; Neonatal intensive care unit; Neonate; PDA; PGE; Patent ductus arteriosus; Prostaglandin E(1)

[Indexed for MEDLINE]
Free PMC Article

Supplemental Content

Full text links

Icon for Elsevier Science Icon for PubMed Central
Loading ...
Support Center