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Girgis A, Millar J, Butt W, d'Udekem Y, Namachivayam SP. Peak Creatinine, Cardiopulmonary Bypass, and Mortality After Stage 1 Single-Ventricle Reconstruction. Ann Thorac Surg 2019; 109:1488-1494. [PMID: 31614137 DOI: 10.1016/j.athoracsur.2019.09.026] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 08/21/2019] [Accepted: 09/06/2019] [Indexed: 12/31/2022]
Abstract
BACKGROUND Serum creatinine is the most commonly used marker to diagnose acute kidney injury. Studies exploring creatinine patterns in the single-ventricle population are scarce. We studied serum creatinine up to 5 postoperative days after the stage 1 operation and assessed its relationship with outcomes. METHODS Neonates who underwent a first-stage single-ventricle operation (Norwood or a Damus-Kaye-Stansel) between 2005 and 2017 were retrospectively analyzed. Peak percentage creatinine change (PPCC) was defined as the difference between the baseline (preoperative) and the peak postoperative level (within 5 postoperative days), expressed as a percentage of the baseline level. RESULTS Among 187 neonates included, the median PPCC was 38.7% (interquartile range, 14.1%-73.1%), and in-hospital mortality was 17% (31 of 187). A controlled analysis showed that for every 10-minute increase in cardiopulmonary bypass duration (CPB), the PPCC increased by 1.8% (95% confidence interval [CI], 0.7%-2.9%; P = .002). Risk of in-hospital death increased log-linearly with PPCC. The adjusted odds ratios for death in the hospital associated with a 50%, 100%, and 200%, increase in peak percentage creatinine change were 1.85 (95% CI, 1.23-2.78), 3.41 (95% CI, 1.15-7.72), and 11.66 (95% CI, 2.28-59.63), respectively. In-hospital death was also associated with CPB duration (adjusted odds ratio, 1.13 per 10-minute increase; 95% CI, 1.05-1.22; P = .001). CONCLUSIONS Increase in CPB duration has a strong linear association with increase in PPCC after stage 1 single-ventricle reconstruction. Increase in PPCC and CPB duration has a strong linear association with hospital mortality. It is important to identify therapies that minimize complications associated with prolonged CPB duration in high-risk populations.
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Affiliation(s)
- Andrew Girgis
- Intensive Care Unit, Royal Children's Hospital, Melbourne, Victoria, Australia; Department of Paediatrics, University of Melbourne, Melbourne, Victoria, Australia
| | - Johnny Millar
- Intensive Care Unit, Royal Children's Hospital, Melbourne, Victoria, Australia; Department of Paediatrics, University of Melbourne, Melbourne, Victoria, Australia; Murdoch Children's Research Institute, Melbourne, Victoria, Australia
| | - Warwick Butt
- Intensive Care Unit, Royal Children's Hospital, Melbourne, Victoria, Australia; Department of Paediatrics, University of Melbourne, Melbourne, Victoria, Australia; Murdoch Children's Research Institute, Melbourne, Victoria, Australia
| | - Yves d'Udekem
- Department of Paediatrics, University of Melbourne, Melbourne, Victoria, Australia; Murdoch Children's Research Institute, Melbourne, Victoria, Australia; Cardiac Surgery, Royal Children's Hospital, Melbourne, Victoria, Australia
| | - Siva P Namachivayam
- Intensive Care Unit, Royal Children's Hospital, Melbourne, Victoria, Australia; Department of Paediatrics, University of Melbourne, Melbourne, Victoria, Australia; Murdoch Children's Research Institute, Melbourne, Victoria, Australia.
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Leow EH, Chan YH, Ng YH, Lim JKB, Nakao M, Lee JH. Prevention of Acute Kidney Injury in Children Undergoing Cardiac Surgery: A Narrative Review. World J Pediatr Congenit Heart Surg 2018; 9:79-90. [PMID: 29310552 DOI: 10.1177/2150135117743211] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Children undergoing cardiac surgery are at risk of developing acute kidney injury (AKI). Preventing cardiac surgery-associated AKI (CS-AKI) is important as it is associated with increased early- and long-term mortality and morbidity. Targeting modifiable risk factors (eg, avoiding poor renal perfusion, nephrotoxic drugs, and fluid overload) reduces the risk of CS-AKI. There is currently no strong evidence for the routine use of pharmacological approaches (eg, aminophylline, dexmedetomidine, fenoldopam, and steroids) to prevent CS-AKI. There is robust evidence to support the role of early peritoneal dialysis as a nonpharmacologic approach to prevent CS-AKI.
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Affiliation(s)
- Esther Huimin Leow
- 1 Department of Paediatrics, KK Women's and Children's Hospital, Singapore, Singapore
| | - Yoke Hwee Chan
- 2 Children's Intensive Care Unit, KK Women's and Children's Hospital, Singapore, Singapore.,3 Duke-NUS School of Medicine, Singapore, Singapore
| | - Yong Hong Ng
- 1 Department of Paediatrics, KK Women's and Children's Hospital, Singapore, Singapore
| | - Joel Kian Boon Lim
- 1 Department of Paediatrics, KK Women's and Children's Hospital, Singapore, Singapore
| | - Masakazu Nakao
- 4 Department of Paediatric Cardiothoracic Surgery, KK Women's and Children's Hospital, Singapore, Singapore
| | - Jan Hau Lee
- 2 Children's Intensive Care Unit, KK Women's and Children's Hospital, Singapore, Singapore.,3 Duke-NUS School of Medicine, Singapore, Singapore
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3
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Abstract
Acute kidney injury is a common complication after pediatric cardiac surgery. The definition, staging, risk factors, biomarkers and management of acute kidney injury in children is detailed in the following review article.
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Affiliation(s)
- Sarvesh Pal Singh
- Department of Cardiothoracic and Vascular Surgery, Cardiothoracic Sciences Center, All India Institute of Medical Sciences, New Delhi, India
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4
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Fong Y, Di C, Huang Y, Gilbert PB. Model-robust inference for continuous threshold regression models. Biometrics 2016; 73:452-462. [PMID: 27858965 DOI: 10.1111/biom.12623] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2016] [Revised: 10/01/2016] [Accepted: 10/01/2016] [Indexed: 11/30/2022]
Abstract
We study threshold regression models that allow the relationship between the outcome and a covariate of interest to change across a threshold value in the covariate. In particular, we focus on continuous threshold models, which experience no jump at the threshold. Continuous threshold regression functions can provide a useful summary of the association between outcome and the covariate of interest, because they offer a balance between flexibility and simplicity. Motivated by collaborative works in studying immune response biomarkers of transmission of infectious diseases, we study estimation of continuous threshold models in this article with particular attention to inference under model misspecification. We derive the limiting distribution of the maximum likelihood estimator, and propose both Wald and test-inversion confidence intervals. We evaluate finite sample performance of our methods, compare them with bootstrap confidence intervals, and provide guidelines for practitioners to choose the most appropriate method in real data analysis. We illustrate the application of our methods with examples from the HIV-1 immune correlates studies.
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Affiliation(s)
- Youyi Fong
- Fred Hutchinson Cancer Research Center, Seattle Washington 98109, U.S.A
| | - Chongzhi Di
- Fred Hutchinson Cancer Research Center, Seattle Washington 98109, U.S.A
| | - Ying Huang
- Fred Hutchinson Cancer Research Center, Seattle Washington 98109, U.S.A
| | - Peter B Gilbert
- Fred Hutchinson Cancer Research Center, Seattle Washington 98109, U.S.A
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Piggott KD, Soni M, Decampli WM, Ramirez JA, Holbein D, Fakioglu H, Blanco CJ, Pourmoghadam KK. Acute Kidney Injury and Fluid Overload in Neonates Following Surgery for Congenital Heart Disease. World J Pediatr Congenit Heart Surg 2016; 6:401-6. [PMID: 26180155 DOI: 10.1177/2150135115586814] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
BACKGROUND Acute kidney injury (AKI) and fluid overload have been shown to increase morbidity and mortality. The reported incidence of AKI in pediatric patients following surgery for congenital heart disease is between 15% and 59%. Limited data exist looking at risk factors and outcomes of AKI or fluid overload in neonates undergoing surgery for congenital heart disease. METHODS Neonates aged 6 to 29 days who underwent surgery for congenital heart disease and who were without preoperative kidney disease were included in the study. The AKI was determined utilizing the Acute Kidney Injury Network criteria. RESULTS Ninety-five neonates were included in the study. The incidence of neonatal AKI was 45% (n = 43), of which 86% had stage 1 AKI. Risk factors for AKI included cardiopulmonary bypass time, selective cerebral perfusion, preoperative aminoglycoside use, small kidneys by renal ultrasound, and risk adjustment for congenital heart surgery category. There were eight mortalities (five from stage 1 AKI group, three from stage 2, and zero from stage 3). Fluid overload and AKI both increased hospital length of stay and postoperative ventilator days. CONCLUSION To avoid increased risk of morbidity and possibly mortality, every attempt should be made to identify and intervene on those risk factors, which may be modifiable or identifiable preoperatively, such as small kidneys by renal ultrasound.
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Affiliation(s)
- Kurt D Piggott
- Pediatric Cardiac Intensive Care, The Heart Center at Arnold Palmer Hospital for Children, University of Central Florida College of Medicine, Orlando, FL, USA
| | - Meshal Soni
- University of Central Florida, Orlando, FL, USA
| | - William M Decampli
- Pediatric Cardiothoracic Surgery, The Heart Center at Arnold Palmer Hospital for Children, University of Central Florida College of Medicine, Orlando, FL, USA
| | - Jorge A Ramirez
- Arnold Palmer Hospital for Children Hewell Kids Kidney Center, University of Central Florida College of Medicine, Orlando, FL, USA
| | - Dianna Holbein
- Pediatric Cardiac Intensive Care, The Heart Center at Arnold Palmer Hospital for Children, Orlando, FL, USA
| | - Harun Fakioglu
- Pediatric Cardiac Intensive Care, The Heart Center at Arnold Palmer Hospital for Children, University of Central Florida College of Medicine, Orlando, FL, USA
| | - Carlos J Blanco
- Pediatric Cardiac Intensive Care, The Heart Center at Arnold Palmer Hospital for Children, Orlando, FL, USA
| | - Kamal K Pourmoghadam
- Pediatric Cardiothoracic Surgery, The Heart Center at Arnold Palmer Hospital for Children, University of Central Florida College of Medicine, Orlando, FL, USA
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