Brooke Cohen, Zhi Mei He, Roman Gorchs, Nhu Thao Nguyen Galván, John Goss, Abbas Rana
{"title":"A Novel Index to Predict Time to School Attendance After Pediatric Heart Transplant: SAAT Score.","authors":"Brooke Cohen, Zhi Mei He, Roman Gorchs, Nhu Thao Nguyen Galván, John Goss, Abbas Rana","doi":"10.1007/s00246-025-04007-z","DOIUrl":null,"url":null,"abstract":"<p><p>School attendance is associated with increased quality of life in chronically ill pediatric patients and has a profound impact on child development[ 1, 2, 3, 4, 5, 6, 7, 8 ]. Despite the importance of school attendance, little research has been done to identify which pediatric transplant recipients are at risk for delayed school attendance due to morbidity. We conducted univariate and multivariate analysis on 5355 pediatric heart transplant recipients using the UNOS database. Recipients were split into two age groups, ≤ 4 year and 5-16 years. The outcome of interest was returning to school at age 6 for ≤ 4 years, and within 2 years post-transplant for 5-16 years. School attendance after transplant (SAAT scores) were generated via weighting significant variables (p < 0.05) based on odds ratio. We found 20 significant factors combined across both cohorts. The most significant protective factors included having a VAD/TAH, age, and transplantation with an ABO incompatible organ. The most significant risk factors included low-medium functional status, age, and elevated total bilirubin. The indices for each age group had Area Under the Receiver Operating Curve (AUROC) indicating high predictive value, at 0.81 (≤ 4 years) and 0.72 (5-16 years). In this study, we created SAAT scores to predict time to school attendance in both infants and children with the intention of identifying patients at risk for delayed school attendance who may benefit from targeted interventions including Enhanced Recovery Programs.</p>","PeriodicalId":19814,"journal":{"name":"Pediatric Cardiology","volume":" ","pages":""},"PeriodicalIF":1.4000,"publicationDate":"2025-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Pediatric Cardiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s00246-025-04007-z","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
School attendance is associated with increased quality of life in chronically ill pediatric patients and has a profound impact on child development[ 1, 2, 3, 4, 5, 6, 7, 8 ]. Despite the importance of school attendance, little research has been done to identify which pediatric transplant recipients are at risk for delayed school attendance due to morbidity. We conducted univariate and multivariate analysis on 5355 pediatric heart transplant recipients using the UNOS database. Recipients were split into two age groups, ≤ 4 year and 5-16 years. The outcome of interest was returning to school at age 6 for ≤ 4 years, and within 2 years post-transplant for 5-16 years. School attendance after transplant (SAAT scores) were generated via weighting significant variables (p < 0.05) based on odds ratio. We found 20 significant factors combined across both cohorts. The most significant protective factors included having a VAD/TAH, age, and transplantation with an ABO incompatible organ. The most significant risk factors included low-medium functional status, age, and elevated total bilirubin. The indices for each age group had Area Under the Receiver Operating Curve (AUROC) indicating high predictive value, at 0.81 (≤ 4 years) and 0.72 (5-16 years). In this study, we created SAAT scores to predict time to school attendance in both infants and children with the intention of identifying patients at risk for delayed school attendance who may benefit from targeted interventions including Enhanced Recovery Programs.
期刊介绍:
The editor of Pediatric Cardiology welcomes original manuscripts concerning all aspects of heart disease in infants, children, and adolescents, including embryology and anatomy, physiology and pharmacology, biochemistry, pathology, genetics, radiology, clinical aspects, investigative cardiology, electrophysiology and echocardiography, and cardiac surgery. Articles which may include original articles, review articles, letters to the editor etc., must be written in English and must be submitted solely to Pediatric Cardiology.