Development and validation of a prognostic model of postnatal circulation in fetuses with pulmonary atresia or critical pulmonary stenosis with intact ventricular septum: protocol for an observational cohort study with prospective validation

Pulmonary atresia or critical pulmonary stenosis with intact ventricular septum (PA/CS-IVS) is a rare and heterogeneous congenital heart disease with highly variable postnatal outcomes. Existing prenatal prognostic models are limited by small sample sizes, heterogeneity in echocardiographic variables, and suboptimal validation. Robust prenatal prediction of postnatal circulation is essential for parental counselling, perinatal planning, and selection of candidates for potential fetal intervention. This international observational cohort study will include non-intervened fetuses with a prenatal diagnosis of PA/CS-IVS diagnosed between 16 + 0 and 28 + 6 weeks of gestation. Retrospective cases (from 2013 onwards) will be used for model development, and prospectively recruited cases for external validation. Standardized prenatal and postnatal echocardiographic data will be collected using predefined protocols and reviewed by a central core laboratory. Multivariable logistic regression models will be developed following TRIPOD recommendations, with internal validation by bootstrapping. Secondary analyses will explore longitudinal prenatal data and machine-learning approaches. This study aims to develop and validate a clinically applicable prognostic model for PA/CS-IVS using standardised, multicentre data. The results are expected to improve prenatal counselling and perinatal management, and will support the design of future interventional trials. ClinicalTrials.gov, NCT07095829.

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Publication Details

Journal
BMC Pregnancy and Childbirth
Published
2026-03-17
DOI
https://doi.org/10.1186/s12884-026-08947-z
Primary Topic
Congenital Heart Disease Studies
Type
article
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article

Development and validation of a prognostic model of postnatal circulation in fetuses with pulmonary atresia or critical pulmonary stenosis with intact ventricular septum: protocol for an observational cohort study with prospective validation

Mats Mellander, Enery Gómez-Montes, Alberto Galindo, Cecilia Villalaín et al.
BMC Pregnancy and Childbirth
Congenital Heart Disease Studies
article

Development and validation of a prognostic model of postnatal circulation in fetuses with pulmonary atresia or critical pulmonary stenosis with intact ventricular septum: protocol for an observational cohort study with prospective validation

Mats Mellander, Enery Gómez-Montes, Alberto Galindo, Cecilia Villalaín, Anita J Moon-Grady, Leticia Albert, Beatrice Conti, Isabella Louisa López, Annika Okhman
article en

Abstract

Pulmonary atresia or critical pulmonary stenosis with intact ventricular septum (PA/CS-IVS) is a rare and heterogeneous congenital heart disease with highly variable postnatal outcomes. Existing prenatal prognostic models are limited by small sample sizes, heterogeneity in echocardiographic variables, and suboptimal validation. Robust prenatal prediction of postnatal circulation is essential for parental counselling, perinatal planning, and selection of candidates for potential fetal intervention. This international observational cohort study will include non-intervened fetuses with a prenatal diagnosis of PA/CS-IVS diagnosed between 16 + 0 and 28 + 6 weeks of gestation. Retrospective cases (from 2013 onwards) will be used for model development, and prospectively recruited cases for external validation. Standardized prenatal and postnatal echocardiographic data will be collected using predefined protocols and reviewed by a central core laboratory. Multivariable logistic regression models will be developed following TRIPOD recommendations, with internal validation by bootstrapping. Secondary analyses will explore longitudinal prenatal data and machine-learning approaches. This study aims to develop and validate a clinically applicable prognostic model for PA/CS-IVS using standardised, multicentre data. The results are expected to improve prenatal counselling and perinatal management, and will support the design of future interventional trials. ClinicalTrials.gov, NCT07095829.

BMC Pregnancy and Childbirth
Universidad Complutense de Madrid (ES), Sahlgrenska University Hospital (SE), Instituto de Salud Carlos III (ES), Research Institute Hospital 12 de Octubre (ES), Hospital Universitario 12 De Octubre (ES), UCSF Benioff Children's Hospital (US), Research Network (United States) (US)
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Openalex Percentile: Top 21%
Congenital Heart Disease Studies
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