Description

Heiss and Clark developed a model for predicting mortality for a neonate with congenital diaphragmatic hernia (CDH) who undergoes extracorporeal membrane oxygenation (ECMO). The authors are from Emory University.


 

Findings associated with better survival:

(1) birthweight > 3.5 kilograms

(2) pH > 7.4

(3) arterial pH > 40 mm Hg

(4) PaCO2 < 49 mm Hg

(5) medical management sufficient for > 18 hours prior to starting ECMO

(6) gestational age > 39 weeks

 

Findings associated with a worse survival:

(1) birthweight < 2 kilograms

(2) arterial PaO2 < 40 mm Hg

(3) ECMO started within 12 hours

(4) gestational age < 36 weeks

 

Parameters used in the discriminant function:

(1) birthweight in kilograms

(2) pre-ECMO arterial pH

(3) pre-ECMO arterial PaO2 in mm Hg (torr)

 

discriminant function =

= (0.68 * (pH)) + (0.62 * (birthweight)) + (0.29 * PaO2))

 

Unfortunately the authors never gave their breakpoints for the function.

 

The value of the discriminant score when all favorable factors were present is > 19.1. The value for the discriminant function with factors associated with a worse survival is < 17.4.

 

Performance:

• The sensitivity was 62% and specificity 63%, which are poor.

• The poor performance was ascribed to factors such as diversity in the patient population and types of care provided.

• According to the authors there are no criteria that are reliable enough to predict mortality with enough certainty to refuse the care.

 


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