Predicting the risk of infant mortality for newborns operated for congenital heart defects: A population-based cohort (EPICARD) study of two post-operative predictive scores.
congenital heart defects
infant mortality
severity scores
thoracic surgery
Journal
Health science reports
ISSN: 2398-8835
Titre abrégé: Health Sci Rep
Pays: United States
ID NLM: 101728855
Informations de publication
Date de publication:
Jun 2021
Jun 2021
Historique:
received:
24
11
2020
revised:
30
03
2021
accepted:
15
04
2021
entrez:
24
5
2021
pubmed:
25
5
2021
medline:
25
5
2021
Statut:
epublish
Résumé
Whereas no global severity score exists for congenital heart defects (CHD), risk (Risk Adjusted Cardiac Heart Surgery-1: RACHS-1) and/or complexity (Aristotle Basic Complexity: ABC) scores have been developed for those who undergo surgery. Population-based studies for assessing the predictive ability of these scores are lacking. To assess the predictive ability of RACHS-1 and ABC scores for the risk of infant mortality using population-based cohort (EPICARD) data for newborns with structural CHD. The study population comprised 443 newborns who underwent curative surgery. We assessed the predictive ability of each score alone and in conjunction with an a priori selected set of predictors of infant mortality. Statistical analysis included logistic regression models for which we computed model calibration, discrimination (ROC), and a rarely used but clinically meaningful measure of variance explained (Tjur's coefficient of discrimination). The risk of mortality increased with increasing RACHS-1 and the ABC scores and models based on both scores had adequate calibration. Model discrimination was higher for the RACHS-1-based model (ROC 0.68, 95% CI, 0.58-0.79) than the ABC-based one (ROC 0.59, 95% CI, 0.49-0.69), Even if the RACHS-1 score had better predictive ability, both scores had low predictive ability using a variance-explained measure. Because of this limitation and the fact that neither score can be used for newborns with CHD who do not undergo surgery, it is important to develop new predictive models that comprise
Sections du résumé
BACKGROUND
BACKGROUND
Whereas no global severity score exists for congenital heart defects (CHD), risk (Risk Adjusted Cardiac Heart Surgery-1: RACHS-1) and/or complexity (Aristotle Basic Complexity: ABC) scores have been developed for those who undergo surgery. Population-based studies for assessing the predictive ability of these scores are lacking.
OBJECTIVE
OBJECTIVE
To assess the predictive ability of RACHS-1 and ABC scores for the risk of infant mortality using population-based cohort (EPICARD) data for newborns with structural CHD.
METHODS
METHODS
The study population comprised 443 newborns who underwent curative surgery. We assessed the predictive ability of each score alone and in conjunction with an a priori selected set of predictors of infant mortality. Statistical analysis included logistic regression models for which we computed model calibration, discrimination (ROC), and a rarely used but clinically meaningful measure of variance explained (Tjur's coefficient of discrimination).
RESULTS
RESULTS
The risk of mortality increased with increasing RACHS-1 and the ABC scores and models based on both scores had adequate calibration. Model discrimination was higher for the RACHS-1-based model (ROC 0.68, 95% CI, 0.58-0.79) than the ABC-based one (ROC 0.59, 95% CI, 0.49-0.69),
CONCLUSIONS
CONCLUSIONS
Even if the RACHS-1 score had better predictive ability, both scores had low predictive ability using a variance-explained measure. Because of this limitation and the fact that neither score can be used for newborns with CHD who do not undergo surgery, it is important to develop new predictive models that comprise
Identifiants
pubmed: 34027127
doi: 10.1002/hsr2.300
pii: HSR2300
pmc: PMC8133834
doi:
Types de publication
Journal Article
Langues
eng
Pagination
e300Investigateurs
François Goffinet
(F)
Babak Khoshnood
(B)
Damien Bonnet
(D)
Drina Candilis
(D)
Anne-Lise Delezoide
(AL)
François Goffinet
(F)
Lucile Houyel
(L)
Jean-Marie Jouannic
(JM)
Babak Khoshnood
(B)
Nathalie Lelong
(N)
Suzel Magnier
(S)
Jean-François Magny
(JF)
Caroline Rambaud
(C)
Dominique Salomon
(D)
Johanna Calderon
(J)
François Goffinet
(F)
Babak Khoshnood
(B)
Nathalie Lelong
(N)
Thibaut Andrieu
(T)
Anne-Claire Thieulin
(AC)
Véronique Vodovar
(V)
Gérard Bréart
(G)
Dominique Cabrol
(D)
Alain Sérraf
(A)
Daniel Sidi
(D)
Marcel Voyer
(M)
Informations de copyright
© 2021 The Authors. Health Science Reports published by Wiley Periodicals LLC.
Déclaration de conflit d'intérêts
The authors have no competing interests to disclose.
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