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A Predictive Model of Postnatal Surgical Intervention in Children With Prenatally Detected Congenital Anomalies of the Kidney and Urinary Tract

Authors :
Eduardo A Oliveira
Robert H. Mak
Mariana A. Vasconcelos
Ana Paula Campos
Yvonne Vergouwe
Cristiane S. Dias
Ewout W. Steyerberg
Ana Cristina Simões e Silva
Carolina C Fonseca
Public Health
Source :
Frontiers in Pediatrics, Frontiers in Pediatrics, 7:120. Frontiers Media S.A., Frontiers in Pediatrics, Vol 7 (2019)
Publication Year :
2019
Publisher :
Frontiers Media S.A., 2019.

Abstract

The aim of this study was to identify predictive factors and develop a model to assess individualized risk of postnatal surgical intervention in patients with antenatal hydronephrosis. This is a retrospective cohort study of 694 infants with prenatally detected congenital anomalies of kidney and urinary tract with a median follow-up time of 37 months. The main event of interest was postnatal surgical intervention. A predictive model was developed using Cox model with internal validation by bootstrap technique. Of 694 patients, 164 (24%) infants underwent surgical intervention in a median age of 7.8 months. Predictors of the surgical intervention in the model were: baseline glomerular filtration rate, associated hydronephrosis, presence of renal damage and the severity of renal pelvic dilatation. The optimism corrected c statistic for the model was 0.84 (95%CI, 0.82-0.87). The predictive model may contribute to identify infants at high risk for surgical intervention. Further studies are necessary to validate the model in patients from other settings.

Details

Language :
English
ISSN :
22962360
Volume :
7
Database :
OpenAIRE
Journal :
Frontiers in Pediatrics
Accession number :
edsair.doi.dedup.....a4df0936e5c3842bc8898ef65b9269ed