Predictors of Early Neurodevelopmental Outcomes for Children with Congenital Heart Disease: A Report from the Cardiac Neurodevelopmental Outcome Collaborative
Seed, M.; Ilardi, D.; Rofeberg, V.; Ortinau, C. M.; Goldberg, C. S.; Reichle, G.; Bush, L.; Elhoff, J.; Lisanti, A. J.; Butcher, J.; Rollins, C. K.; Van Bergen, A. H.; Peyvandi, S.; Bucholz, E. M.; Cox, S.; Hampton, L. E.; Sanz, J.; Monteiro, S.; Tewar, S.; Allen, K. Y.; Lee, C.; Glotzbach, K.; Alexander, N.; Bear, L. M.; Anton, C.; Sananes, R.; LY, L. G.; Boucher, G.; Wolfe, K. R.; Edwards, L.; Willen, E.; Tan, A.; Ortega, C.; Sood, E.; Sadhwani, A.; Plant, K. C.; Quigley, L.; Pliego, J.; Valles, E.; Hines, A.; Wypij, D.; Miller, T.
Show abstract
BackgroundNeurodevelopmental impairments are common in children with congenital heart disease. The Cardiac Neurodevelopmental Outcome Collaborative and Pediatric Cardiac Critical Care Consortium registry linkage allows for the analysis of associations between neurodevelopmental, medical, and sociodemographic variables in a large contemporary cohort. MethodsChildren with congenital heart disease who required surgery with cardiopulmonary bypass at <12 months of age and completed a neurodevelopmental assessment between 11-30 months of age from 2019-2022 were included. Multivariable regression modeling was performed to identify differences in Cognitive, Language, and Motor standard scores from the Bayley Scales of Infant and Toddler Development-III/4 based on congenital cardiac diagnosis, clinical risk factors, and social drivers of health. ResultsPrimary analyses included 942 assessments from 868 children completed at 25 sites. Across cardiac diagnostic groups, those with genetic diagnoses (n=116 assessments) scored >1 standard deviation lower on all Bayley indices than those without (P<0.001 for each). For those without genetic diagnoses, there were differences between cardiac diagnostic groups (P<0.001) in both Cognitive and Motor indices; participants with transposition of the great arteries exhibited the highest scores compared with other cardiac diagnoses. Lower birth weight, male sex, older age at initial surgery, longer hospital length of stay, more cardiac catheterizations, and lower primary caregiver education were independently associated with worse performance in all indices. ConclusionsFindings from this multicenter cohort demonstrate variation in neurodevelopmental outcomes according to cardiac diagnosis. Regardless of cardiac diagnosis, the presence of a genetic diagnosis is associated with lower neurodevelopmental scores. Heterogeneous outcomes reinforce the importance of surveillance for all infants undergoing heart surgery in the first year of life. Clinical Perspective What is new?O_LIWhile genetic diagnoses confer the highest risk of developmental delays and disorders in patients with CHD, cardiac diagnosis also impacts early neurodevelopmental outcomes in non-syndromic patients. C_LIO_LIIn non-syndromic patients, those with transposition of the great arteries exhibit higher scores on early ND testing than other common CHD subtypes, while those with single ventricle physiology and atrioventricular septal defects exhibit lower scores. C_LIO_LIOlder age at surgery and greater number of interventional cardiac catheterizations may represent newly identified risk factors for adverse early ND outcomes in infants with CHD. C_LI What are the clinical implications?O_LIData from the CNOC registry emphasizes the importance of ND follow-up for all infants undergoing cardiac surgery, including those with simpler CHD subtypes. C_LIO_LIThe improved outcomes we observed in patients with transposition of the great arteries suggest advances in routine clinical management, including early surgery, may have had a neuroprotective influence. C_LI
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Trends in Gaps of Care for Congenital Heart Disease Patients: Implications for Social Determinants of Health and Child Opportunity Index 96%
- Predicting High-Risk Fetal Cardiac Disease Anticipated to Need Immediate Postnatal Stabilization and Intervention with Planned Pediatric Cardiac Operating Room Delivery 95%
- Right Heart Remodeling After Pulmonary Valve Replacement in Patients with Pulmonary Atresia or Critical Stenosis with Intact Ventricular Septum 94%
Similar papers in this journal
- Neonatal deep medullary venous thrombosis radiographic severity is associated with neurodevelopmental impairment 91%
- Inpatient Kangaroo Care Predicts Early Cognitive Development at 6 and 12 Months in Infants Born Very Preterm 90%
- From Hospital to Home: Continuity between Skin-to-Skin Care and Later Verbal Engagement in Infants Born Preterm 86%
Similar papers in this journal
- Health Related Quality of Life and Hospitalizations In Chronic Thromboembolic Pulmonary Hypertension Versus Idiopathic Pulmonary Arterial Hypertension: An Analysis from the Pulmonary Hypertension Association (PHAR) 91%
- Persistence of Pulmonary Hypertension in Patients undergoing Ventricular Assist Devices and Orthotopic Heart Transplantation 91%
- Pulmonary Vascular Compromise is Associated with Survival in Pediatric Pulmonary Hypertension: A New Computational Model 90%
Similar papers in this journal
- Predicting factors for long-term survival in patients with out-of-hospital cardiac arrest - a propensity score-matched analysis 93%
- Echocardiographic characterization and markers of cardiovascular risk in adults with sickle cell disease in a Colombian tertiary referral centre: a cross-sectional study 92%
- Identifying predictors and determining mortality rates of septic cardiomyopathy and sepsis-related cardiogenic shock: A retrospective, observational study 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.