Biomarkers improve prediction of 30-day unplanned readmission or mortality after paediatric congenital heart surgery

被引:8
|
作者
Brown, Jeremiah R. [1 ,2 ,3 ]
Stabler, Meagan E. [1 ]
Parker, Devin M. [1 ]
Vricella, Luca [4 ]
Pasquali, Sara [5 ]
Leyenaar, JoAnna K. [3 ,6 ]
Bohm, Andrew R. [1 ]
MacKenzie, Todd [1 ,2 ,3 ]
Parikh, Chirag [7 ]
Jacobs, Marshall L. [8 ,9 ,10 ,11 ,12 ,13 ,14 ]
Jacobs, Jeffrey P. [8 ,9 ,10 ,11 ,12 ,13 ,14 ]
Everett, Allen D. [14 ]
机构
[1] Geisel Sch Med, Dept Epidemiol, Lebanon, NH USA
[2] Geisel Sch Med, Dept Biomed Data Sci, Hanover, NH USA
[3] Geisel Sch Med, Dartmouth Inst Hlth Policy & Clin Practice, Hanover, NH USA
[4] Johns Hopkins Univ, Sch Med, Dept Surg, Div Cardiac Surg, Baltimore, MD 21205 USA
[5] Univ Michigan, CS Mott Childrens Hosp, Dept Pediat, Div Pediat Cardiol, Ann Arbor, MI 48109 USA
[6] Dartmouth Hitchcock Med Ctr, Dept Pediat, Lebanon, NH 03766 USA
[7] Johns Hopkins Univ, Dept Med, Div Nephrol, Baltimore, MD USA
[8] Johns Hopkins All Childrens Hosp, Johns Hopkins All Childrens Heart Inst, Dept Surg, Div Cardiovasc Surg, St Petersburg, FL USA
[9] Florida Hosp Children, St Petersburg, FL USA
[10] Johns Hopkins All Childrens Hosp, Johns Hopkins All Childrens Heart Inst, Dept Surg, Div Cardiovasc Surg, Tampa, FL USA
[11] Florida Hosp Children, Tampa, FL USA
[12] Johns Hopkins All Childrens Hosp, Johns Hopkins All Childrens Heart Inst, Dept Surg, Div Cardiovasc Surg, Orlando, FL USA
[13] Florida Hosp Children, Orlando, FL USA
[14] Johns Hopkins Univ, Sch Med, Dept Pediat, Div Pediat Cardiol, Baltimore, MD 21205 USA
关键词
Paediatric CHD; biomarkers; prediction; readmission; FIBRILLARY ACIDIC PROTEIN; CARDIOPULMONARY BYPASS; PLASMA-LEVELS; RISK-FACTORS; SOLUBLE ST2; CHILDREN; GALECTIN-3; DEFECTS; DISEASE; ASSOCIATION;
D O I
10.1017/S1047951119001471
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective: To evaluate the association between novel pre- and post-operative biomarker levels and 30-day unplanned readmission or mortality after paediatric congenital heart surgery. Methods: Children aged 18 years or younger undergoing congenital heart surgery (n = 162) at Johns Hopkins Hospital from 2010 to 2014 were enrolled in the prospective cohort. Collected novel pre- and post-operative biomarkers include soluble suppression of tumorgenicity 2, galectin-3, N-terminal prohormone of brain natriuretic peptide, and glial fibrillary acidic protein. A model based on clinical variables from the Society of Thoracic Surgery database was developed and evaluated against two augmented models. Results: Unplanned readmission or mortality within 30 days of cardiac surgery occurred among 21 (13%) children. The clinical model augmented with pre-operative biomarkers demonstrated a statistically significant improvement over the clinical model alone with a receiver-operating characteristics curve of 0.754 (95% confidence interval: 0.65-0.86) compared to 0.617 (95% confidence interval: 0.47-0.76; p-value: 0.012). The clinical model augmented with pre- and post-operative biomarkers demonstrated a significant improvement over the clinical model alone, with a receiver-operating characteristics curve of 0.802 (95% confidence interval: 0.72-0.89; p-value: 0.003). Conclusions: Novel biomarkers add significant predictive value when assessing the likelihood of unplanned readmission or mortality after paediatric congenital heart surgery. Further exploration of the utility of these novel biomarkers during the pre- or post-operative period to identify early risk of mortality or readmission will aid in determining the clinical utility and application of these biomarkers into routine risk assessment.
引用
收藏
页码:1051 / 1056
页数:6
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