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Predictors of postoperative outcomes in infants with low birth weight undergoing congenital heart surgery: a retrospective observational study
BACKGROUND: Despite improvements in neonatal cardiac surgery and postoperative care, hospitalized death for infants with low birth weight remains high. OBJECTIVE: This study sought to identify predictors of postoperative outcomes in low-birth-weight infants undergoing congenital heart surgery and es...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6628950/ https://www.ncbi.nlm.nih.gov/pubmed/31371972 http://dx.doi.org/10.2147/TCRM.S206147 |
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author | Lu, Chao Yu, Lina Wei, Jinfeng Chen, Jimei Zhuang, Jian Wang, Sheng |
author_facet | Lu, Chao Yu, Lina Wei, Jinfeng Chen, Jimei Zhuang, Jian Wang, Sheng |
author_sort | Lu, Chao |
collection | PubMed |
description | BACKGROUND: Despite improvements in neonatal cardiac surgery and postoperative care, hospitalized death for infants with low birth weight remains high. OBJECTIVE: This study sought to identify predictors of postoperative outcomes in low-birth-weight infants undergoing congenital heart surgery and establish nomograms to predict postoperative intensive-care unit (ICU) stay. METHODS: From June 2009 to June 2018, a retrospective review of 114 infants with low birth weight (≤2.5 kg) undergoing congenital heart surgery was conducted at Guangdong Provincial People’s Hospital. Purely surgical ligation of patent ductus arteriosus was excluded from this study. A total of 26 clinical variables were chosen for univariate, multivariate, and Cox regression analysis, and 14 variables were analyzed as predictors of postoperative outcomes. Nomograms were established to predict risk of postoperative cardiac ICU (CICU) stay, postoperative neonatal ICU (NICU) stay, and total ICU length of stay in infants with cardiac diseases. RESULTS: Two variables were independent predictors in multiple logistic regression analysis of hospitalized death: operation weight and Society of Thoracic Surgeons–European Association for Cardio-Thoracic Surgery (STAT) risk categories. Six variables were independent predictors in the Cox model of postoperative ICU length of stay, including sex, prematurity, birth weight, preoperative stay time in NICU, diagnostic classification, and STAT risk categories. We calculated concordance-index values to estimate the discriminative ability of models of risk of postoperative CICU stay, postoperative NICU stay, and total ICU length of stay, with values of 0.758 (95% CI 0.696–0.820), 0.604 (95% CI 0.525–0.682), and 0.716 (95% CI 0.657–0.776), which indicated the possibility of true-positive results. CONCLUSION: Our findings might help clinicians predict postoperative outcomes and optimize therapeutic strategies. |
format | Online Article Text |
id | pubmed-6628950 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-66289502019-08-01 Predictors of postoperative outcomes in infants with low birth weight undergoing congenital heart surgery: a retrospective observational study Lu, Chao Yu, Lina Wei, Jinfeng Chen, Jimei Zhuang, Jian Wang, Sheng Ther Clin Risk Manag Original Research BACKGROUND: Despite improvements in neonatal cardiac surgery and postoperative care, hospitalized death for infants with low birth weight remains high. OBJECTIVE: This study sought to identify predictors of postoperative outcomes in low-birth-weight infants undergoing congenital heart surgery and establish nomograms to predict postoperative intensive-care unit (ICU) stay. METHODS: From June 2009 to June 2018, a retrospective review of 114 infants with low birth weight (≤2.5 kg) undergoing congenital heart surgery was conducted at Guangdong Provincial People’s Hospital. Purely surgical ligation of patent ductus arteriosus was excluded from this study. A total of 26 clinical variables were chosen for univariate, multivariate, and Cox regression analysis, and 14 variables were analyzed as predictors of postoperative outcomes. Nomograms were established to predict risk of postoperative cardiac ICU (CICU) stay, postoperative neonatal ICU (NICU) stay, and total ICU length of stay in infants with cardiac diseases. RESULTS: Two variables were independent predictors in multiple logistic regression analysis of hospitalized death: operation weight and Society of Thoracic Surgeons–European Association for Cardio-Thoracic Surgery (STAT) risk categories. Six variables were independent predictors in the Cox model of postoperative ICU length of stay, including sex, prematurity, birth weight, preoperative stay time in NICU, diagnostic classification, and STAT risk categories. We calculated concordance-index values to estimate the discriminative ability of models of risk of postoperative CICU stay, postoperative NICU stay, and total ICU length of stay, with values of 0.758 (95% CI 0.696–0.820), 0.604 (95% CI 0.525–0.682), and 0.716 (95% CI 0.657–0.776), which indicated the possibility of true-positive results. CONCLUSION: Our findings might help clinicians predict postoperative outcomes and optimize therapeutic strategies. Dove 2019-07-09 /pmc/articles/PMC6628950/ /pubmed/31371972 http://dx.doi.org/10.2147/TCRM.S206147 Text en © 2019 Lu et al. http://creativecommons.org/licenses/by-nc/3.0/ This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Lu, Chao Yu, Lina Wei, Jinfeng Chen, Jimei Zhuang, Jian Wang, Sheng Predictors of postoperative outcomes in infants with low birth weight undergoing congenital heart surgery: a retrospective observational study |
title | Predictors of postoperative outcomes in infants with low birth weight undergoing congenital heart surgery: a retrospective observational study |
title_full | Predictors of postoperative outcomes in infants with low birth weight undergoing congenital heart surgery: a retrospective observational study |
title_fullStr | Predictors of postoperative outcomes in infants with low birth weight undergoing congenital heart surgery: a retrospective observational study |
title_full_unstemmed | Predictors of postoperative outcomes in infants with low birth weight undergoing congenital heart surgery: a retrospective observational study |
title_short | Predictors of postoperative outcomes in infants with low birth weight undergoing congenital heart surgery: a retrospective observational study |
title_sort | predictors of postoperative outcomes in infants with low birth weight undergoing congenital heart surgery: a retrospective observational study |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6628950/ https://www.ncbi.nlm.nih.gov/pubmed/31371972 http://dx.doi.org/10.2147/TCRM.S206147 |
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