Humera Ahmed1, Jeffrey B Anderson2, Katherine E Bates3, Craig E Fleishman4, Shobha Natarajan5, Nancy S Ghanayem6, Lynn A Sleeper1, Carole M Lannon2, David W Brown7. 1. Department of Cardiology, Boston Children's Hospital, Boston, Mass. 2. Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio. 3. C.S. Mott Children's Hospital, University of Michigan, Ann Arbor, Mich. 4. Arnold Palmer Hospital for Children, Orlando, Fla. 5. Children's Hospital of Philadelphia, Philadelphia, Pa. 6. Texas Children's Hospital, Baylor College of Medicine, Houston, Tex. 7. Department of Cardiology, Boston Children's Hospital, Boston, Mass. Electronic address: david.brown@cardio.chboston.org.
Abstract
OBJECTIVE: To develop a risk score to predict mortality or transplant in the interstage period. BACKGROUND: The "interstage" period between the stage 1 and stage 2 palliation is a time of high morbidity and mortality for infants with single-ventricle congenital heart disease. METHODS: This was an analysis of patients with single-ventricle congenital heart disease requiring arch reconstruction who were enrolled in the National Pediatric Cardiology Quality Improvement Collaborative registry from 2008 to 2015. The primary composite endpoint was interstage mortality or transplant. Multivariable logistic regression and classification and regression tree analysis were performed on two-thirds of the patients ("learning cohort") to build a risk score for the composite endpoint, that was validated in the remaining patients ("validation cohort"). RESULTS: In the 2128 patients analyzed in the registry, the overall event rate was 9% (153 [7%] deaths, 42 [2%] transplants). In the learning cohort, factors independently associated with the composite endpoint were (1) type of Norwood; (2) postoperative ECMO; (3) discharge with Opiates; (4) No Digoxin at discharge; (5) postoperative Arch obstruction, (6) moderate-to-severe Tricuspid regurgitation without an oxygen requirement, and (7) Extra Oxygen required at discharge in patients with moderate-to-severe tricuspid regurgitation. This model was used to create a weighted risk score ("NEONATE" score; 0-76 points), with >75% accuracy in the learning and validation cohorts. In the validation cohort, the event rate in patients with a score >17 was nearly three times those with a score ≤17. CONCLUSIONS: We introduce a risk score that can be used post-stage 1 palliation to predict freedom from interstage mortality or transplant.
OBJECTIVE: To develop a risk score to predict mortality or transplant in the interstage period. BACKGROUND: The "interstage" period between the stage 1 and stage 2 palliation is a time of high morbidity and mortality for infants with single-ventricle congenital heart disease. METHODS: This was an analysis of patients with single-ventricle congenital heart disease requiring arch reconstruction who were enrolled in the National Pediatric Cardiology Quality Improvement Collaborative registry from 2008 to 2015. The primary composite endpoint was interstage mortality or transplant. Multivariable logistic regression and classification and regression tree analysis were performed on two-thirds of the patients ("learning cohort") to build a risk score for the composite endpoint, that was validated in the remaining patients ("validation cohort"). RESULTS: In the 2128 patients analyzed in the registry, the overall event rate was 9% (153 [7%] deaths, 42 [2%] transplants). In the learning cohort, factors independently associated with the composite endpoint were (1) type of Norwood; (2) postoperative ECMO; (3) discharge with Opiates; (4) No Digoxin at discharge; (5) postoperative Arch obstruction, (6) moderate-to-severe Tricuspid regurgitation without an oxygen requirement, and (7) Extra Oxygen required at discharge in patients with moderate-to-severe tricuspid regurgitation. This model was used to create a weighted risk score ("NEONATE" score; 0-76 points), with >75% accuracy in the learning and validation cohorts. In the validation cohort, the event rate in patients with a score >17 was nearly three times those with a score ≤17. CONCLUSIONS: We introduce a risk score that can be used post-stage 1 palliation to predict freedom from interstage mortality or transplant.
Authors: Humera Ahmed; Jeffrey B Anderson; Katherine E Bates; Shobha Natarajan; Nancy S Ghanayem; Carole M Lannon; David W Brown Journal: Pediatr Cardiol Date: 2021-05-04 Impact factor: 1.655
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