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Predictors of postoperative outcomes in infants with low birth weight undergoing congenital heart surgery: a retrospective observational study
- Source :
- Therapeutics and Clinical Risk Management. 15:851-860
- Publication Year :
- 2019
- Publisher :
- Informa UK Limited, 2019.
-
Abstract
- 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.
- Subjects :
- medicine.medical_specialty
Chemical Health and Safety
business.industry
Proportional hazards model
Birth weight
Retrospective cohort study
General Medicine
030204 cardiovascular system & hematology
Nomogram
Diagnostic classification
Surgery
Cardiac surgery
03 medical and health sciences
Low birth weight
0302 clinical medicine
medicine.anatomical_structure
Ductus arteriosus
medicine
Pharmacology (medical)
030212 general & internal medicine
General Pharmacology, Toxicology and Pharmaceutics
medicine.symptom
business
Safety Research
Subjects
Details
- ISSN :
- 1178203X
- Volume :
- 15
- Database :
- OpenAIRE
- Journal :
- Therapeutics and Clinical Risk Management
- Accession number :
- edsair.doi...........a731b9bb8934c76350a7e2017c0bd149
- Full Text :
- https://doi.org/10.2147/tcrm.s206147