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Wachenbrunner J, Mast M, Böhnke J, Rübsamen N, Bode L, Karch A, Rathert H, Horke A, Beerbaum P, Marschollek M, Jack T, Böhne M. A rule-based clinical decision support system for detection of acute kidney injury after pediatric cardiac surgery. Comput Biol Med 2025; 193:110382. [PMID: 40409037 DOI: 10.1016/j.compbiomed.2025.110382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Revised: 04/23/2025] [Accepted: 05/12/2025] [Indexed: 05/25/2025]
Abstract
BACKGROUND Acute kidney injury (AKI) is common in children with congenital heart disease following open-heart surgery with cardiopulmonary bypass (CPB). Early AKI detection in critically ill children requires clinician expertise to compile various data from different sources within a stressful and time-sensitive environment. However, as electronic health records provide data in a machine-readable format, this process could be supported by computerized systems. Therefore, we developed a time-aware, rule-based clinical decision support system (CDSS) to detect, stage, and track temporal AKI progression in children. METHODS We integrated retrospective clinical routine data from n = 290 randomly selected cases (n = 263 patients, aged 0-17 years) who underwent cardiac surgery with CPB into a dataset. We adapted Kidney Disease: Improving Global Outcome (KDIGO) criteria, including serum creatinine, urine output, and estimated glomerular filtration rate, and translated them into computable rules for the CDSS. As a reference standard, patients were manually assessed by blinded clinical experts. RESULTS The AKI incidence, according to the reference standard, was n = 146 cases for stage 1, n = 58 for stage 2, and n = 20 for stage 3. The CDSS achieved sensitivities of 92.2 % (95 % CI: 86.8-95.5 %) for AKI stage 1, 88.1 % (95 % CI: 77.2-94.2 %) for stage 2, and 95 % (95 % CI: 70.5-99.3 %) for stage 3. The specificities were 97.0 % (95 % CI: 94.4-98.4 %), 98.5 % (95 % CI: 96.5-99.4 %), and 99.3 % (95 % CI: 97.3-99.8 %), respectively. CONCLUSIONS We demonstrated that a CDSS is able to perform a complex AKI detection and staging process, including 11 criteria across three stages. For accurate automated AKI detection, standardized machine-readable data of high data quality are required. CDSS with high diagnostic accuracy, like presented, can support clinical management and be used for surveillance and quality management. The prototypical use for surveillance and further studies, such as the development of prediction models, should demonstrate the system's benefits in the future.
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Affiliation(s)
- Janice Wachenbrunner
- Department of Pediatric Cardiology and Pediatric Intensive Care Medicine, Hannover Medical School, Hannover, Germany
| | - Marcel Mast
- Peter L. Reichertz Institute for Medical Informatics, Technical University Braunschweig and Hannover Medical School, Hannover, Germany.
| | - Julia Böhnke
- Institute of Epidemiology and Social Medicine, University of Muenster, Muenster, Germany
| | - Nicole Rübsamen
- Institute of Epidemiology and Social Medicine, University of Muenster, Muenster, Germany
| | - Louisa Bode
- Peter L. Reichertz Institute for Medical Informatics, Technical University Braunschweig and Hannover Medical School, Hannover, Germany
| | - André Karch
- Institute of Epidemiology and Social Medicine, University of Muenster, Muenster, Germany
| | - Henning Rathert
- Department of Pediatric Cardiology and Pediatric Intensive Care Medicine, Hannover Medical School, Hannover, Germany
| | - Alexander Horke
- Department of Cardiothoracic, Transplantation and Vascular Surgery, Hannover Medical School, Hanover, Germany
| | - Philipp Beerbaum
- Department of Pediatric Cardiology and Pediatric Intensive Care Medicine, Hannover Medical School, Hannover, Germany
| | - Michael Marschollek
- Peter L. Reichertz Institute for Medical Informatics, Technical University Braunschweig and Hannover Medical School, Hannover, Germany
| | - Thomas Jack
- Department of Pediatric Cardiology and Pediatric Intensive Care Medicine, Hannover Medical School, Hannover, Germany; Peter L. Reichertz Institute for Medical Informatics, Technical University Braunschweig and Hannover Medical School, Hannover, Germany
| | - Martin Böhne
- Department of Pediatric Cardiology and Pediatric Intensive Care Medicine, Hannover Medical School, Hannover, Germany
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Shi S, Xiong C, Bie D, Li Y, Wang J. Development and Validation of a Nomogram for Predicting Acute Kidney Injury in Pediatric Patients Undergoing Cardiac Surgery. Pediatr Cardiol 2025; 46:305-311. [PMID: 38217691 DOI: 10.1007/s00246-023-03392-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 12/20/2023] [Indexed: 01/15/2024]
Abstract
Acute kidney injury (AKI) is a common complication after cardiac surgery and associated with adverse outcomes. The purpose of this study is to construct a nomogram to predict the probability of postoperative AKI in pediatric patients undergoing cardiac surgery. We conducted a single-center retrospective cohort study of 1137 children having cardiac surgery under cardiopulmonary bypass. We randomly divided the included patients into development and validation cohorts at a ratio of 7:3. The least absolute shrinkage and selection operator regression model was used for feature selection. We constructed a multivariable logistic regression model to select predictors and develop a nomogram to predict AKI risk. Discrimination, calibration and clinical benefit of the final prediction model were evaluated in the development and validation cohorts. A simple nomogram was developed to predict risk of postoperative AKI using six predictors including age at operation, cyanosis, CPB duration longer than 120 min, cross-clamp time, baseline albumin and baseline creatinine levels. The area under the receiver operator characteristic curve of the nomogram was 0.739 (95% CI 0.693-0.786) and 0.755 (95% CI 0.694-0.816) for the development and validation cohort, respectively. The calibration curve showed a good correlation between predicted and observed risk of postoperative AKI. Decision curve analysis presented great clinical benefit of the nomogram. This novel nomogram for predicting AKI after pediatric cardiac surgery showed good discrimination, calibration and clinical practicability.
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Affiliation(s)
- Sheng Shi
- Department of Anesthesiology, National Center of Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Chao Xiong
- Department of Anesthesiology, National Center of Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Dongyun Bie
- Department of Anesthesiology, National Center of Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yinan Li
- Department of Anesthesiology, National Center of Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jianhui Wang
- Department of Anesthesiology, National Center of Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
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Mohamed TH, Mpody C, Nafiu O. Perioperative Neonatal Acute Kidney Injury Is Common: Risk Factors for Poor Outcomes. Am J Perinatol 2024; 41:e2818-e2823. [PMID: 37643826 DOI: 10.1055/a-2161-7663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
OBJECTIVE Perioperative acute kidney injury (AKI) is associated with poor patient outcomes. The epidemiology of perioperative AKI is characterized in children and to a lesser extent in neonates with cardiac disease. We hypothesized that the prevalence of noncardiac perioperative AKI in neonates is higher than in older children. We also hypothesized that certain neonatal characteristics and comorbidities increase the risk of perioperative AKI and hospital mortality. We aimed to characterize the epidemiology and risk factors of perioperative AKI in neonates undergoing noncardiac surgeries and outline the associated mortality risk factors. STUDY DESIGN We performed a retrospective study of neonates ≤28 days old who underwent inpatient noncardiac surgery in 46 U.S. children's hospitals participating in the Pediatric Hospital Information System between 2016 and 2021. AKI was evaluated throughout the surgical admission encounter. AKI was defined using the International Classification of Diseases (ICD) versions 9 and 10 codes. Comorbid risk factors are chronic and longstanding diagnoses and were selected using ICD-9 and ICD-10 diagnostic and procedure codes. RESULTS Perioperative AKI occurred in 10% of neonates undergoing noncardiac surgeries. Comorbidities associated with high risk of perioperative AKI included metabolic, hematologic/immunologic, cardiovascular, and renal disorders. The relative risk of mortality in perioperative AKI was highest in infants with low birthweight (relative risk = 1.49, 1.14-1.94) and those with hematologic (1.46, 1.12-1.90), renal (1.24, 1.01-1.52), and respiratory comorbidities (1.35, 1.09-1.67). CONCLUSION Perioperative AKI is common in neonates undergoing noncardiac surgeries. Infants with high-risk comorbidity profiles for the development of perioperative AKI and mortality may benefit from close surveillance of their kidney function in the perioperative period. Although retrospective, the findings of our study could inform clinicians to tailor neonatal perioperative kidney care to improve short- and long-term outcomes. KEY POINTS · AKI is common in neonates undergoing noncardiac surgeries.. · Extremely preterm and very low birth weight neonates have the highest rates of perioperative AKI.. · Renal, hematologic, and respiratory comorbidities increase mortality risk in neonates with perioperative AKI..
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Affiliation(s)
- Tahagod H Mohamed
- The Division of Nephrology and Hypertension, Nationwide Children's Hospital and The Ohio State University College of Medicine, Columbus, Ohio
- The Kidney and Urinary Tract Center, Nationwide Children's Hospital, Columbus, Ohio
| | - Christian Mpody
- Department of Anesthesiology and Pain Medicine, Nationwide Children's Hospital, Columbus, Ohio
| | - Olubukola Nafiu
- Department of Anesthesiology and Pain Medicine, Nationwide Children's Hospital, Columbus, Ohio
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Nagy M, Onder AM, Rosen D, Mullett C, Morca A, Baloglu O. Predicting pediatric cardiac surgery-associated acute kidney injury using machine learning. Pediatr Nephrol 2024; 39:1263-1270. [PMID: 37934270 DOI: 10.1007/s00467-023-06197-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 09/29/2023] [Accepted: 10/02/2023] [Indexed: 11/08/2023]
Abstract
BACKGROUND Prediction of cardiac surgery-associated acute kidney injury (CS-AKI) in pediatric patients is crucial to improve outcomes and guide clinical decision-making. This study aimed to develop a supervised machine learning (ML) model for predicting moderate to severe CS-AKI at postoperative day 2 (POD2). METHODS This retrospective cohort study analyzed data from 402 pediatric patients who underwent cardiac surgery at a university-affiliated children's hospital, who were separated into an 80%-20% train-test split. The ML model utilized demographic, preoperative, intraoperative, and POD0 clinical and laboratory data to predict moderate to severe AKI categorized by Kidney Disease: Improving Global Outcomes (KDIGO) stage 2 or 3 at POD2. Input feature importance was assessed by SHapley Additive exPlanations (SHAP) values. Model performance was evaluated using accuracy, area under the receiver operating curve (AUROC), precision, recall, area under the precision-recall curve (AUPRC), F1-score, and Brier score. RESULTS Overall, 13.7% of children in the test set experienced moderate to severe AKI. The ML model achieved promising performance, with accuracy of 0.91 (95% CI: 0.82-1.00), AUROC of 0.88 (95% CI: 0.72-1.00), precision of 0.92 (95% CI: 0.70-1.00), recall of 0.63 (95% CI: 0.32-0.96), AUPRC of 0.81 (95% CI: 0.61-1.00), F1-score of 0.73 (95% CI: 0.46-0.99), and Brier score loss of 0.09 (95% CI: 0.00-0.17). The top ten most important features assessed by SHAP analyses in this model were preoperative serum creatinine, surgery duration, POD0 serum pH, POD0 lactate, cardiopulmonary bypass duration, POD0 vasoactive inotropic score, sex, POD0 hematocrit, preoperative weight, and POD0 serum creatinine. CONCLUSIONS A supervised ML model utilizing demographic, preoperative, intraoperative, and immediate postoperative clinical and laboratory data showed promising performance in predicting moderate to severe CS-AKI at POD2 in pediatric patients.
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Affiliation(s)
- Matthew Nagy
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA
| | - Ali Mirza Onder
- Division of Pediatric Nephrology, Nemours Children's Hospital, Wilmington, DE, USA
| | - David Rosen
- Division of Pediatric Cardiothoracic Anesthesiology, Department of Anesthesiology, West Virginia University School of Medicine, Morgantown, WV, USA
| | - Charles Mullett
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, West Virginia University School of Medicine, Morgantown, WV, USA
| | - Ayse Morca
- Department of Pediatric Critical Care Medicine and Pediatric Cardiology, Cleveland Clinic Children's, Cleveland, OH, USA
| | - Orkun Baloglu
- Department of Pediatric Critical Care Medicine and Pediatric Cardiology, Cleveland Clinic Children's, Cleveland, OH, USA.
- Department of Pediatric Critical Care Medicine and Pediatric Cardiology, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, 9500 Euclid Ave. M14, Cleveland, OH, 44195, USA.
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Lee JH, Denault AY, Beaubien-Souligny W, Kang P, Kim J, Kim HW, Ji SH, Jang YE, Kim EH, Kim HS, Kim JT. Higher portal venous pulsatility is associated with worse clinical outcomes following congenital heart surgery: a single-centre prospective cohort study. Can J Anaesth 2023; 70:1957-1969. [PMID: 37919629 DOI: 10.1007/s12630-023-02605-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 05/02/2023] [Accepted: 05/10/2023] [Indexed: 11/04/2023] Open
Abstract
PURPOSE Increased portal venous flow pulsatility is associated with major complications after adult cardiac surgery. Nevertheless, no data are available for pediatric patients with congenital heart disease. We hypothesized that Doppler parameters including portal flow pulsatility could be associated with postoperative outcomes in children undergoing various cardiac surgeries. METHODS We conducted a prospective observational cohort study in children undergoing congenital cardiac surgery. We obtained postoperative portal, splenic, and hepatic venous Doppler data and perioperative clinical data including major postoperative complications. Portal and splenic venous flow pulsatility were calculated. We evaluated the association between venous Doppler parameters and adverse outcomes. The primary objective was to determine whether postoperative portal flow pulsatility could indicate major complications following congenital heart surgery. RESULTS In this study, we enrolled 389 children, 74 of whom experienced major postoperative complications. The mean (standard deviation) portal pulsatility (44 [30]% vs 25 [14]%; 95% confidence interval [CI] for mean difference, 12 to 26; P < 0.001] and splenic pulsatility indices (41 [30]% vs 26 [16]%; 95% CI, 7 to 23; P < 0.001) were significantly higher in children with postoperative complications than in those without complications. The portal pulsatility index was able to help identify postoperative complications in biventricular patients and univentricular patients receiving bidirectional cavopulmonary shunt whereas it did not in other univentricular patients. An increased postoperative portal pulsatility index was significantly associated with major complications after pediatric cardiac surgery (odds ratio, 1.40; 95% CI, 1.29 to 1.91; P < 0.001). CONCLUSIONS Higher portal venous pulsatility is associated with major postoperative complications in children undergoing cardiac surgery. Nevertheless, more data are needed to conclude the efficacy of portal venous pulsatility in patients with univentricular physiology. STUDY REGISTRATION ClinicalTrials.gov (NCT03990779); registered 19 June 2019.
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Affiliation(s)
- Ji-Hyun Lee
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - André Y Denault
- Department of Anesthesiology and Critical Care Division, Montreal Heart Institute, Université de Montréal, Montreal, QC, Canada
| | - William Beaubien-Souligny
- Division of Nephrology, Department of Medicine, Centre Hospitalier de l'Université de Montréal, Université de Montréal, Montreal, QC, Canada
| | - Pyoyoon Kang
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jay Kim
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
| | - Hee-Won Kim
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Sang-Hwan Ji
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Young-Eun Jang
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Eun-Hee Kim
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Hee-Soo Kim
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jin-Tae Kim
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea.
- Department of Anaesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, # 101 Daehakno, Jongnogu, Seoul, 03080, South Korea.
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Dreher M, Min J, Mavroudis C, Ryba D, Ostapenko S, Melchior R, Rosenthal T, Nuri M, Blinder J. Indexed oxygen delivery during pediatric cardiopulmonary bypass is a modifiable risk factor for postoperative acute kidney injury. THE JOURNAL OF EXTRA-CORPOREAL TECHNOLOGY 2023; 55:112-120. [PMID: 37682209 PMCID: PMC10487348 DOI: 10.1051/ject/2023029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 07/07/2023] [Indexed: 09/09/2023]
Abstract
BACKGROUND Acute kidney injury after pediatric cardiac surgery is a common complication with few established modifiable risk factors. We sought to characterize whether indexed oxygen delivery during cardiopulmonary bypass was associated with postoperative acute kidney injury in a large pediatric cohort. METHODS This was a retrospective analysis of patients under 1 year old undergoing cardiac surgery with cardiopulmonary bypass between January 1, 2013, and January 1, 2020. Receiver operating characteristic curves across values ranging from 260 to 400 mL/min/m2 were used to identify the indexed oxygen delivery most significantly associated with acute kidney injury risk. RESULTS We included 980 patients with acute kidney injury occurring in 212 (21.2%). After adjusting for covariates associated with acute kidney injury, an indexed oxygen delivery threshold of 340 mL/min/m2 predicted acute kidney injury in STAT 4 and 5 neonates (area under the curve = 0.66, 95% CI = 0.60 - 0.72, sensitivity = 56.1%, specificity = 69.4%). An indexed oxygen delivery threshold of 400 mL/min/m2 predicted acute kidney injury in STAT 1-3 infants (area under the curve = 0.65, 95% CI = 0.58 - 0.72, sensitivity = 52.6%, specificity = 74.6%). CONCLUSION Indexed oxygen delivery during cardiopulmonary bypass is a modifiable variable independently associated with postoperative acute kidney injury in specific pediatric populations. Strategies aimed at maintaining oxygen delivery greater than 340 mL/min/m2 in complex neonates and greater than 400 mL/min/m2 in infants may reduce the occurrence of postoperative acute kidney injury in the pediatric population.
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Affiliation(s)
- Molly Dreher
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Department of Cardiovascular Perfusion, Children’s Hospital of Philadelphia Philadelphia PA 19104 USA
| | - Jungwon Min
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Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia Philadelphia PA 19104 USA
| | - Constantine Mavroudis
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Children’s Hospital of Philadelphia, Cardiac Center, Division of Cardiothoracic Surgery Philadelphia PA 19104 USA
| | - Douglas Ryba
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Information Services Department, Children’s Hospital of Philadelphia Philadelphia PA 19104 USA
| | - Svetlana Ostapenko
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Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia Philadelphia PA 19104 USA
| | - Richard Melchior
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Department of Cardiovascular Perfusion, Children’s Hospital of Philadelphia Philadelphia PA 19104 USA
| | - Tami Rosenthal
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Department of Cardiovascular Perfusion, Children’s Hospital of Philadelphia Philadelphia PA 19104 USA
| | - Muhammad Nuri
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Children’s Hospital of Philadelphia, Cardiac Center, Division of Cardiothoracic Surgery Philadelphia PA 19104 USA
| | - Joshua Blinder
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Stanford University School of Medicine, Lucile Packard Children’s Hospital, Department of Pediatrics, Division of Pediatric Cardiology Palo Alto CA 94304 USA
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Saeed H, Abdelrahim ME. A meta-analysis of pharmacological treatments for preventing acute renal injury after juvenile heart surgery. PROGRESS IN PEDIATRIC CARDIOLOGY 2022. [DOI: 10.1016/j.ppedcard.2022.101573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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Wang H, Zhang C, Li Y, Jia Y, Yuan S, Wang J, Yan F. Dexmedetomidine and acute kidney injury following cardiac surgery in pediatric patients—An updated systematic review and meta-analysis. Front Cardiovasc Med 2022; 9:938790. [PMID: 36093139 PMCID: PMC9448974 DOI: 10.3389/fcvm.2022.938790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Accepted: 08/09/2022] [Indexed: 11/18/2022] Open
Abstract
Background Acute kidney injury (AKI) is a common postoperative complication in pediatric patients undergoing cardiac surgery and associated with poor outcomes. Dexmedetomidine has the pharmacological features of organ protection in cardiac surgery patients. The aim of this meta-analysis is to investigate the effect of dexmedetomidine infusion on the incidence of AKI after cardiac surgery in pediatric patients. Methods The databases of Pubmed, Embase, and Cochrane Library were searched until April 24, 2022 following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. RevMan 5.3 was used to perform statistical analyses. Results Five relevant trials with a total of 630 patients were included. The pooled result using fixed-effects model with OR demonstrated significant difference in the incidence of AKI between patients with dexmedetomidine and placebo (OR = 0.49, 95% CI: [0.33, 0.73], I2 = 0%, p for effect = 0.0004). Subgroup analyses were performed based on congenital heart disease (CHD) types and dexmedetomidine intervention time. Pooled results did not demonstrate considerable difference in the incidence of AKI in pediatric patients receiving intraoperative (OR = 0.53, 95% CI: [0.29, 0.99], I2 = 0%, p for effect = 0.05) or postoperative dexmedetomidine infusion (OR = 0.56, 95% CI: [0.31, 1.04], p for effect = 0.07), but a significant difference in patients receiving combination of intra- and postoperative dexmedetomidine infusion (OR = 0.27, 95% CI: [0.09, 0.77], p for effect = 0.01). Besides, there was no significant difference in duration of mechanical ventilation (SMD: –0.19, 95% CI: –0.46 to 0.08, p for effect = 0.16; SMD: –0.16, 95% CI: –0.37 to 0.06, p for effect = 0.15), length of ICU (SMD: 0.02, 95% CI: –0.41 to 0.44, p for effect = 0.93) and hospital stay (SMD: 0.2, 95% CI: –0.13 to 0.54, p for effect = 0.23), and in-hospital mortality (OR = 1.26, 95% CI: 0.33–4.84, p for effect = 0.73) after surgery according to the pooled results of the secondary outcomes. Conclusion Compared to placebo, dexmedetomidine could significantly reduce the postoperative incidence of AKI in pediatric patients undergoing cardiac surgery with cardiopulmonary bypass (CPB), but the considerable difference was reflected in the pediatric patients receiving combination of intra- and postoperative dexmedetomidine infusion. Besides, there was no significant difference in duration of mechanical ventilation, length of ICU and hospital stay, or in-hospital mortality after surgery.
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Affiliation(s)
- Hongbai Wang
- Department of Anesthesiology, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Chaobin Zhang
- Department of Anesthesiology, Fuwai Hospital, Chinese Academy of Medical Sciences, Shenzhen (Sun Yat-sen Cardiovascular Hospital, Shenzhen), Shenzhen, China
| | - Yinan Li
- Department of Anesthesiology, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yuan Jia
- Department of Anesthesiology, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Su Yuan
- Department of Anesthesiology, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jianhui Wang
- Department of Anesthesiology, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- *Correspondence: Jianhui Wang,
| | - Fuxia Yan
- Department of Anesthesiology, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Fuxia Yan,
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Yokota R, Kwiatkowski DM, Journel C, Adamson GT, Zucker E, Suarez G, Lechich KM, Chaudhuri A, Collins RT. Postoperative Acute Kidney Injury in Williams Syndrome Compared With Matched Controls. Pediatr Crit Care Med 2022; 23:e162-e170. [PMID: 34982759 DOI: 10.1097/pcc.0000000000002872] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Cardiovascular manifestations occur in over 80% of Williams syndrome (WS) patients and are the leading cause of morbidity and mortality. One-third of patients require cardiovascular surgery. Renal artery stenosis (RAS) is common in WS. No studies have assessed postoperative cardiac surgery-related acute kidney injury (CS-AKI) in WS. Our objectives were to assess if WS patients have higher risk of CS-AKI postoperatively than matched controls and if RAS could contribute to CS-AKI. DESIGN This was a retrospective study of all patients with WS who underwent cardiac surgery at our center from 2010 to 2020. The WS study cohort was compared with a group of controls matched for age, sex, weight, and surgical procedure. SETTING Patients underwent cardiac surgery and postoperative care at Lucile Packard Children's Hospital Stanford. PATIENTS There were 27 WS patients and 43 controls (31% vs 42% female; p = 0.36). Median age was 1.8 years (interquartile range [IQR], 0.7-3.8 yr) for WS and 1.7 years (IQR, 0.8-3.1 yr) for controls. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Postoperative hemodynamics, vasopressor, total volume input, diuretic administration, and urine output were collected in the first 72 hours. Laboratory studies were collected at 8-hour intervals. Multivariable analysis identified predictors of CS-AKI.Controlled for renal perfusion pressure (RPP) and vasoactive inotrope score (VIS), compared with controls, the odds ratio (OR) of CS-AKI in WS was 4.2 (95% CI, 1.1-16; p = 0.034). Higher RPP at postoperative hours 9-16 was associated with decreased OR of CS-AKI (0.88 [0.8-0.96]; p = 0.004). Increased VIS at hour 6 was associated with an increased OR of CS-AKI (1.47 [1.14-1.9]; p = 0.003). Younger age was associated with an increased OR of CS-AKI (1.9 [1.13-3.17]; p = 0.015). CONCLUSIONS The OR of CS-AKI is increased in pediatric patients with WS compared with controls. CS-AKI was associated with VIS at the sixth postoperative hour. Increases in RPP and mean arterial pressure were associated with decreased odds of CS-AKI.
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Affiliation(s)
- Rumi Yokota
- Lucile Packard Children's Hospital Stanford, Palo Alto, CA
| | - David M Kwiatkowski
- Lucile Packard Children's Hospital Stanford, Palo Alto, CA
- Division of Cardiology, Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA
| | - Chloe Journel
- Lucile Packard Children's Hospital Stanford, Palo Alto, CA
| | - Greg T Adamson
- Lucile Packard Children's Hospital Stanford, Palo Alto, CA
- Division of Cardiology, Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA
| | - Evan Zucker
- Lucile Packard Children's Hospital Stanford, Palo Alto, CA
- Department of Radiology, Stanford University School of Medicine, Palo Alto, CA
| | | | | | - Abanti Chaudhuri
- Lucile Packard Children's Hospital Stanford, Palo Alto, CA
- Division of Nephrology, Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA
| | - R Thomas Collins
- Lucile Packard Children's Hospital Stanford, Palo Alto, CA
- Division of Cardiology, Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA
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10
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Risk Factors and Consequences of Acute Kidney Injury After Noncardiac Surgery in Children. Anesth Analg 2022; 135:625-632. [PMID: 35086116 DOI: 10.1213/ane.0000000000005901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Postoperative acute kidney injury (AKI) is a serious complication that is associated with prolonged hospital stay, high risk of short-term postsurgical mortality, need for dialysis, and possible progression to chronic kidney disease. To date, very little data exist on the risk of postoperative AKI among children undergoing noncardiac surgical procedures. We used data from a large multicenter cohort to determine the factors associated with AKI among children who underwent inpatient noncardiac surgical procedures and its impact on the postoperative course. METHODS We utilized the National Surgical Quality Improvement Program Pediatric participant user files to identify a cohort of children who underwent inpatient surgery between 2012 and 2018 (n = 257,439). We randomly divided the study population into a derivation cohort of 193,082 (75%) and a validation cohort of 64,357 (25%), and constructed a multivariable logistic regression model to identify independent risk factors for AKI. We defined AKI as the occurrence of either acute renal failure or progressive renal insufficiency within the 30 days after surgery. RESULTS The overall rate of postoperative AKI was 0.10% (95% confidence interval [CI], 0.09-0.11). In a multivariable model, operating times longer than 140 minutes, preexisting hematologic disorder, and preoperative sepsis were the strongest independent predictors of AKI. Other independent risk factors for AKI were American Society of Anesthesiologists (ASA) physical status ≥III, preoperative inotropic support, gastrointestinal disease, ventilator dependency, and corticosteroid use. The 30-day mortality rate was 10.1% in children who developed AKI and 0.19% in their counterparts without AKI (P < .001). Children who developed AKI were more likely to require an extended hospital stay (≥75th percentile of the study cohort) relative to their peers without AKI (77.4% vs 21.0%; P < .001). CONCLUSIONS Independent preoperative risk factors for AKI in children undergoing inpatient noncardiac surgery were hematologic disorder, preoperative sepsis, ASA physical status ≥III, inotropic support, gastrointestinal disease, ventilator dependency, and steroid use. Children with AKI were 10 times more likely to die and nearly 3 times more likely to require an extended hospital stay, relative to their peers without AKI.
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Patel SR, Costello JM, Andrei AC, Backer CL, Krawczeski CD, Deal BJ, Langman CB, Marino BS. Incidence, Predictors, and Impact of Postoperative Acute Kidney Injury Following Fontan Conversion Surgery in Young Adult Fontan Survivors. Semin Thorac Cardiovasc Surg 2021; 34:631-639. [PMID: 33691191 DOI: 10.1053/j.semtcvs.2021.02.027] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Accepted: 02/01/2021] [Indexed: 11/11/2022]
Abstract
Acute kidney injury (AKI) is a common complication following single ventricle congenital heart surgery. Data regarding AKI following Fontan conversion (FC) surgery are limited. This study evaluated the incidence, predictors of, and prognostic value of AKI following FC. Single-center retrospective cohort study, including consecutive FC patients from December 1994 to December 2016. Medical records were reviewed. AKI was classified into AKI-1/AKI-2/AKI-3 using Kidney Disease: Improving Global Outcomes criteria. Multivariable logistic regression identified risk factors for AKI≥2. Chi-square and 2-sample t-tests assessed associations between AKI≥2 and postoperative outcomes. Mid-term heart-transplant-free survival among AKI0-1 vs AKI2-3 groups was compared using Kaplan-Meier curves and log-rank test. We included 139 FC patients: age at FC 24 (25th-75th, 19-31) years; 81% initial atrio-pulmonary Fontan; follow-up 8.3 ± 5.3 years following FC. Post-FC, 63 patients (45%) developed AKI (AKI-1 = 37 [27%]; AKI-2 = 10 [7%]; AKI-3 = 16 [11%]). AKI recovered by hospital discharge in 86%, 80%, and 19% of patients with AKI-1/AKI-2/AKI-3, respectively. Independent risk factors for AKI≥2 included older age (OR 1.07, 95%CI 1.01-1.15; P = 0.027); ≥3 prior sternotomies (OR = 6.11; 95%CI = 1.59-23.47; P = 0.009); greater preoperative right atrial pressure (OR 1.19; 1.02-1.38; P = 0.024), and prior catheter ablation procedure (OR 3.45; 1.17-10.18; P = 0.036). AKI≥2 was associated with: longer chest tube duration (9 [5-57] vs 7 [3-28] days; P = 0.01); longer mechanical ventilation time (2 [1-117] vs 1 [1-6] days; P = 0.01); greater need for dialysis (31% v s0%; P < 0.001); and longer postoperative length of stay (18 [8-135] vs 10 [6-58] days; P < 0.001). AKI 2-3 patients had worse mid-term heart-transplant-free survival. Half of the patients undergoing FC develop AKI. AKI 2-3 is associated with worse early postoperative outcomes and reduced mid-term transplant-free survival following FC. Knowledge of AKI predictors may allow for improved FC risk stratification, patient selection, and perioperative management in this high-risk population.
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Affiliation(s)
- Sheetal R Patel
- Division of Cardiology, Ann & Robert H Lurie Children's Hospital of Chicago, Department of Pediatrics at Northwestern University Feinberg School of Medicine, Chicago, Illinois.
| | - John M Costello
- Division of Cardiology, Medical University of South Carolina Shawn Jenkins Children's Hospital, Department of Pediatrics at Medical University of South Carolina, Charleston, South Carolina
| | - Adin-Cristian Andrei
- Department of Preventive Medicine at Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Carl L Backer
- Division of Cardiothoracic Surgery, Kentucky Children Hospital, Division of surgery at University of Kentucky, Lexington, Kentucky
| | - Catherine D Krawczeski
- Division of Cardiology, Nationwide Children's Hospital, Department of Pediatrics at The Ohio State University, Columbus, Ohio
| | - Barbara J Deal
- Division of Cardiology, Ann & Robert H Lurie Children's Hospital of Chicago, Department of Pediatrics at Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Craig B Langman
- Division of Kidney Diseases, Ann & Robert H Lurie Children's Hospital of Chicago, Department of Pediatrics at Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Bradley S Marino
- Division of Cardiology, Ann & Robert H Lurie Children's Hospital of Chicago, Department of Pediatrics at Northwestern University Feinberg School of Medicine, Chicago, Illinois
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12
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Borchert E, de la Fuente R, Guzmán AM, González K, Rolle A, Morales K, González R, Jalil R, Lema G. Biomarkers as predictors of renal damage in neonates undergoing cardiac surgery. Perfusion 2020; 36:825-831. [PMID: 33140691 DOI: 10.1177/0267659120968377] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Acute Kidney Injury is a complication in children with heart disease undergoing cardiac surgery with cardiopulmonary bypass. The aim of this study is to describe the behavior of KIM-1 (Kidney Injury Molecule) and NGAL (Neutrophil Gelatinase Associated Lipocalin) as early predictors of renal damage, comparing them with serum creatinine and creatinine clearance, in neonates undergoing cardiac surgery. METHODS Twenty-one (21) neonates, under 4 kg, with complex congenital heart diseases, RACHS-1 > 3, without preoperative renal failure, were studied. Serum creatinine and creatinine clearance were measured preoperatively and at 24, 48, 72, 96 hours postoperatively. Urinary samples of KIM-1(pg/ml) and NGAL (ng/ml) were collected after induction of anesthesia at 24 and 48 hours post-operatively. RESULTS nRIFLE criteria were used to divide cohorts in "NO AKI" (12 patients) and "AKI" (nine patients). In the AKI group, serum creatinine increased significantly and creatinine clearance decreased significantly at 24, 48, and 72 hours compared with their respective baseline values. There was no difference in KIM-1 and NGAL values between patients who developed AKI and those who did not at any measured time. CONCLUSIONS The deterioration of renal function continues to be one of the most frequent complications in this population. In our study, biomarkers did not show any correlation with the appearance of AKI. It remains to be seen whether this behavior of the biomarkers is linked with the non-consistent release of these types of molecules in immature kidneys. It is likely that a larger panel of biomarkers together with other glomerular filtration rate assessment methods will provide more information about AKI diagnosis.
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Affiliation(s)
- Evelyn Borchert
- Anesthesia Division, Pontificia Universidad Catolica de Chile, Santiago, RM, Chile
| | - René de la Fuente
- Anesthesia Division, Pontificia Universidad Catolica de Chile, Santiago, RM, Chile
| | - Ana María Guzmán
- Clinical Laboratory,Pontificia Universidad Catolica de Chile, Santiago, RM, Chile
| | - Katia González
- Anesthesia Division, Pontificia Universidad Catolica de Chile, Santiago, RM, Chile
| | - Augusto Rolle
- Anesthesia Division, Pontificia Universidad Catolica de Chile, Santiago, RM, Chile
| | - Karina Morales
- Pediatric Intensive Care, Pontificia Universidad Catolica de Chile, Santiago, RM, Chile
| | - Rodrigo González
- Cardiovascular Surgery, Pontificia Universidad Catolica de Chile, Santiago, RM, Chile
| | - Roberto Jalil
- Nephrology. Pontificia Universidad Catolica de Chile, Santiago, RM, Chile
| | - Guillermo Lema
- Anesthesia Division, Pontificia Universidad Catolica de Chile, Santiago, RM, Chile
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13
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Kim EH, Lee JH, Kim HS, Jang YE, Ji SH, Kim WH, Kwak JG, Kim JT. Effects of intraoperative dexmedetomidine on the incidence of acute kidney injury in pediatric cardiac surgery patients: A randomized controlled trial. Paediatr Anaesth 2020; 30:1132-1138. [PMID: 32780926 DOI: 10.1111/pan.13995] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 08/03/2020] [Accepted: 08/05/2020] [Indexed: 12/29/2022]
Abstract
BACKGROUND Perioperative dexmedetomidine use has been reported to reduce the incidence of postoperative acute kidney injury after adult cardiac surgery. However, large-scale randomized controlled trials evaluating the effect of dexmedetomidine use on acute kidney injury in pediatric patients are lacking. AIMS We investigated whether intraoperative dexmedetomidine could reduce the incidence of acute kidney injury in pediatric cardiac surgery patients. METHODS In total, 141 pediatric patients were randomly assigned to dexmedetomidine or control groups. After anesthetic induction, patients in the dexmedetomidine group were administered 1 µg/kg of dexmedetomidine over 10 minutes and an additional 0.5 µg/kg/h of dexmedetomidine during surgery. Additionally, 1 µg/kg of dexmedetomidine was infused immediately after cardiopulmonary bypass was initiated. The incidence of acute kidney injury was defined following Kidney Disease Improving Global Outcomes guidelines. RESULTS The final analysis included 139 patients. The incidence of acute kidney injury did not differ between dexmedetomidine and control groups (16.9% vs 23.5%; odds ratio 0.661; 95% CI 0.285 to 1.525; P = .33). Similarly, neither the incidence of abnormal postoperative estimated glomerular filtration rate values (P = .96) nor the incidence of arrhythmia, mechanical ventilation duration, length of stay in the intensive care unit, and hospitalization differed between the two groups. CONCLUSIONS Intraoperative dexmedetomidine did not reduce acute kidney injury incidence in pediatric cardiac surgery patients.
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Affiliation(s)
- Eun-Hee Kim
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Ji-Hyun Lee
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Hee-Soo Kim
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Young-Eun Jang
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Sang-Hwan Ji
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Woong-Han Kim
- Department of Cardiothoracic Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jae Gun Kwak
- Department of Cardiothoracic Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jin-Tae Kim
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
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Caesario M, Fakhri D, Busro PW, Purba S, Fitria L, Rahmat B. Prevalence and predictors of postoperative peritoneal dialysis in infants. Asian Cardiovasc Thorac Ann 2020; 28:476-481. [PMID: 32718181 DOI: 10.1177/0218492320947543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Data regarding predictors of the eventual need for postoperative peritoneal dialysis in infants undergoing open heart surgery is still limited. We aimed to determine whether prolonged cardiopulmonary bypass time, surgical complexity classified according to Risk Adjustment for Congenital Heart Surgery category, younger age, and lower body weight increase the probability of requiring postoperative peritoneal dialysis. METHODS We retrospectively analyzed data of 181 infants who underwent open heart surgery at our institution from January 1 to December 31, 2018. Cardiopulmonary bypass time, Risk Adjustment for Congenital Heart Surgery category, age, body weight, and the need for postoperative peritoneal dialysis were recorded and analyzed. RESULTS Thirteen (7.2%) of the 181 patients required postoperative peritoneal dialysis. This group was found to have a longer cardiopulmonary bypass time, younger age, and lower body weight. Longer cardiopulmonary bypass time (p = 0.001), higher Risk Adjustment for Congenital Heart Surgery category (p = 0.018), younger age (p < 0.001), and lower body weight (p < 0.001) significantly increased the risk of postoperative peritoneal dialysis. CONCLUSION Longer cardiopulmonary bypass time, more complex surgery, younger age, and lower body weight increase the probability of requiring postoperative peritoneal dialysis in infants undergoing open heart surgery.
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Affiliation(s)
- Michael Caesario
- Pediatric and Congenital Heart Surgery Unit, Department of Surgery, National Cardiovascular Center Harapan Kita, Jakarta, Indonesia
| | - Dicky Fakhri
- Pediatric and Congenital Heart Surgery Unit, Department of Surgery, National Cardiovascular Center Harapan Kita, Jakarta, Indonesia
| | - Pribadi Wiranda Busro
- Pediatric and Congenital Heart Surgery Unit, Department of Surgery, National Cardiovascular Center Harapan Kita, Jakarta, Indonesia
| | - Salomo Purba
- Pediatric and Congenital Heart Surgery Unit, Department of Surgery, National Cardiovascular Center Harapan Kita, Jakarta, Indonesia
| | - Liza Fitria
- Pediatric Cardiac Intensive Care Unit, National Cardiovascular Center Harapan Kita, Jakarta, Indonesia
| | - Budi Rahmat
- Pediatric and Congenital Heart Surgery Unit, Department of Surgery, National Cardiovascular Center Harapan Kita, Jakarta, Indonesia
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Merbecks MB, Ziesenitz VC, Rubner T, Meier N, Klein B, Rauch H, Saur P, Ritz N, Loukanov T, Schmitt S, Gorenflo M. Intermediate monocytes exhibit higher levels of TLR2, TLR4 and CD64 early after congenital heart surgery. Cytokine 2020; 133:155153. [PMID: 32554157 DOI: 10.1016/j.cyto.2020.155153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 05/16/2020] [Accepted: 05/30/2020] [Indexed: 11/17/2022]
Abstract
INTRODUCTION Congenital heart surgery with cardiopulmonary bypass (CPB) initiates an immune response which frequently leads to organ dysfunction and a systemic inflammatory response. Complications associated with exacerbated immune responses may severely impact the postoperative recovery. The objective was to describe the characteristics of monocyte subpopulations and neutrophils at the level of pattern recognition receptors (PRR) and the cytokine response after CPB in infants. METHODS An observational cohort study was conducted between June 2016 and June 2017 of infants < 2 years of age, electively admitted for surgical correction of acyanotic congenital heart defects using CPB. Fourteen blood samples were collected sequentially and processed immediately during and up to 48 h following cardiac surgery for each patient. Flow cytometry analysis comprised monocytic and granulocytic surface expression of CD14, CD16, CD64, TLR2, TLR4 and Dectin-1 (CLEC7A). Monocyte subpopulations were further defined as classical (CD14++/CD16-), intermediate (CD14++/CD16+) and nonclassical (CD14+/CD16++) monocytes. Plasma concentrations of 14 cytokines, including G-CSF, GM-CSF, IL-1β, IL-1RA, IL-4, IL-6, IL-8, IL-10, IL-12p40, IL-12p70, TNF-α, IFN-γ, MIP-1β (CCL4) and TGF-β1, were measured using multiplex immunoassay for seven points in time. RESULTS Samples from 21 infants (median age 7.4 months) were analyzed by flow cytometry and from 11 infants, cytokine concentrations were measured. Classical and intermediate monocytes showed first receptor upregulation with an increase in CD64 expression four hours post CPB. CD64-expression on intermediate monocytes almost tripled 48 h post CPB (p < 0.0001). TLR4 was only increased on intermediate monocytes, occurring 12 h post CPB (p = 0.0406) along with elevated TLR2 levels (p = 0.0002). TLR4 expression on intermediate monocytes correlated with vasoactive-inotropic score (rs = 0.642, p = 0.0017), duration of ventilation (rs = 0.485, p = 0.0259), highest serum creatinine (rs = 0.547, p = 0.0102), postsurgical transfusion (total volume per kg bodyweight) (rs = 0.469, p = 0.0321) and lowest mean arterial pressure (rs = -0.530, p = 0.0135). Concentrations of IL-10, MIP-1β, IL-8, G-CSF and IL-6 increased one hour post CPB. Methylprednisolone administration in six patients had no significant influence on the studied surface receptors but led to lower IL-8 and higher IL-10 plasma concentrations. CONCLUSIONS Congenital heart surgery with CPB induces a systemic inflammatory process including cytokine response and changes in PRR expression. Intermediate monocytes feature specific inflammatory characteristics in the 48 h after pediatric CPB and TLR4 correlates with poorer clinical course, which might provide a potential diagnostic or even therapeutic target.
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Affiliation(s)
- Moritz B Merbecks
- Department of Pediatric and Congenital Cardiology, University Hospital Heidelberg, Germany.
| | - Victoria C Ziesenitz
- Department of Pediatric and Congenital Cardiology, University Hospital Heidelberg, Germany.
| | - Tobias Rubner
- Flow Cytometry Service Unit, German Cancer Research Center, Heidelberg, Germany.
| | - Noëmi Meier
- Department of Paediatric Infectious Diseases and Vaccinology, University Hospital Basel, Switzerland
| | - Berthold Klein
- Department of Cardiovascular Perfusion, University Hospital Heidelberg, Germany.
| | - Helmut Rauch
- Division of Pediatric Cardiac Anesthesiology, Department of Anesthesiology, University Hospital Heidelberg, Germany.
| | - Patrick Saur
- Department of Pediatric and Congenital Cardiology, University Hospital Heidelberg, Germany.
| | - Nicole Ritz
- Department of Paediatric Infectious Diseases and Vaccinology, University Hospital Basel, Switzerland.
| | - Tsvetomir Loukanov
- Division of Pediatric Cardiac Surgery, Department of Cardiac Surgery, University Hospital Heidelberg, Germany.
| | - Steffen Schmitt
- Flow Cytometry Service Unit, German Cancer Research Center, Heidelberg, Germany.
| | - Matthias Gorenflo
- Department of Pediatric and Congenital Cardiology, University Hospital Heidelberg, Germany.
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16
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Association of postoperative fluid overload with adverse outcomes after congenital heart surgery: a systematic review and dose-response meta-analysis. Pediatr Nephrol 2020; 35:1109-1119. [PMID: 32040627 DOI: 10.1007/s00467-020-04489-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 12/07/2019] [Accepted: 01/23/2020] [Indexed: 12/26/2022]
Abstract
BACKGROUND Pediatric cardiac surgery is commonly associated with acute kidney injury (AKI) and significant fluid retention, which complicate postoperative management and lead to increased rates of morbidity. This meta-analysis aimed to accumulate current literature evidence and evaluate the correlation of fluid overload degree with adverse outcome in patients undergoing congenital heart surgery. METHODS Medline, Scopus, CENTRAL, Clinicaltrials.gov, and Google Scholar were systematically searched from inception. All studies reporting the effects of fluid overload on postoperative clinical outcomes were selected. A dose-response meta-analytic method using restricted cubic splines was implemented in R-3.6.1. RESULTS Twelve studies were included, with a total of 3111 pediatric patients. Qualitative synthesis indicated that fluid overload was linked to significantly higher risk of mortality, AKI, prolonged hospital, and intensive care unit (ICU) stay, as well as with increased duration of mechanical ventilation, inotrope need, and infection rate. Meta-analysis demonstrated a linear correlation between fluid overload and the risk of mortality (χ2 = 6.22, p value = 0.01) and AKI (χ2 = 35.84, p value < 0.001), while a positive curvilinear relationship was estimated for the outcomes of hospital (χ2 = 18.84, p value = 0.0001) and ICU stay (χ2 = 63.69, p value = 0.0001). CONCLUSIONS The present meta-analysis supports that postoperative fluid overload is significantly linked to elevated risk of prolonged hospital stay, AKI development, and mortality in pediatric patients undergoing cardiac surgery. These findings warrant replication by future prospective studies, which should define the optimal cutoff values and assess the effectiveness of therapeutic strategies to limit fluid overload in the postoperative setting.
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Abstract
Postoperative acute kidney injury (AKI) is a common complication of surgery that is associated with significant adverse outcomes, including increased morbidity and mortality. The perioperative burden of AKI risk factors is complex and potentially large, including high-risk nephrotoxic medications, hypotension, hypovolemia, radiologic contrast, anemia, and surgery-specific factors. Understanding the pathogenesis, risk factors, and potential cumulative impact of perioperative nephrotoxic exposures is particularly important in the prevention and reduction of perioperative AKI. This review outlines the possible strategies to reduce perioperative nephrotoxicity and the development of postoperative AKI.
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Affiliation(s)
- Heather Walker
- Division of Population Health and Genomics, University of Dundee, Dundee, United Kingdom; Renal Unit, Ninewells Hospital, Dundee, United Kingdom
| | - Samira Bell
- Division of Population Health and Genomics, University of Dundee, Dundee, United Kingdom; Renal Unit, Ninewells Hospital, Dundee, United Kingdom.
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18
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Houska NM, Schwartz LI. The Year in Review: Anesthesia for Congenital Heart Disease 2019. Semin Cardiothorac Vasc Anesth 2020; 24:175-186. [DOI: 10.1177/1089253220920476] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
This review focuses on the literature published from January 2019 to February 2020 that is of interest to anesthesiologists taking care of children and adults with congenital heart disease. Five themes are addressed during this time period, and 59 peer-reviewed articles are discussed.
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Affiliation(s)
- Nicholas M. Houska
- Children’s Hospital Colorado, Aurora, CO, USA
- University of Colorado, Aurora, CO, USA
| | - Lawrence I. Schwartz
- Children’s Hospital Colorado, Aurora, CO, USA
- University of Colorado, Aurora, CO, USA
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19
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Kanakis M, Martens T, Muthialu N. Postoperative saline administration following cardiac surgery: impact of high versus low-volume administration on acute kidney injury. J Thorac Dis 2019; 11:S1150-S1152. [PMID: 31245069 DOI: 10.21037/jtd.2019.04.28] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Meletios Kanakis
- Department of Pediatric and Congenital Heart Surgery, Onassis Cardiac Surgery Center, Athens, Greece
| | - Thomas Martens
- Department of Cardiac Surgery, University Hospital Gent, Belgium
| | - Nagarajan Muthialu
- Department of Cardiothoracic Surgery, Great Ormond Street Hospital, London, UK
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20
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Bellos I, Iliopoulos DC, Perrea DN. Pharmacological interventions for the prevention of acute kidney injury after pediatric cardiac surgery: a network meta-analysis. Clin Exp Nephrol 2019; 23:782-791. [PMID: 30734166 DOI: 10.1007/s10157-019-01706-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Accepted: 01/24/2019] [Indexed: 12/25/2022]
Abstract
BACKGROUND Acute kidney injury constitutes a major complication of cardiac surgery in pediatric patients. The present meta-analysis aims to accumulate current literature and assess the efficacy of pharmacological interventions in preventing postoperative renal dysfunction after congenital heart surgery. METHODS Literature search was conducted using Medline (1966-2018), Scopus (2004-2018), Cochrane Central Register of Controlled Trials CENTRAL (1999-2018), Clinicaltrials.gov (2008-2018), and Google Scholar (2004-2018) databases. Statistical analysis was performed with Review Manager 5.3 and R 3.4.3. RESULTS Meta-analysis included 14 studies, with a total of 2,625 patients. AKI incidence was significantly lower in the dexmedetomidine (OR 0.49, 95% CI [0.28-0.87]) and acetaminophen (OR 0.43, 94% CI [0.28-0.67]) groups, while no difference was present in patients receiving corticosteroid (OR 1.16, 95% CI [0.69-1.95]), fenoldopam (OR 0.47, 95% CI [0.22-1.02]), or aminophylline (OR 0.98, 95% CI [0.29-3.34]). Network meta-analysis proposed that dexmedetomidine had the greatest probability (44.5%) to rank first, although significant overlap with the other treatments was observed. CONCLUSIONS The present meta-analysis suggests that no firm evidence exists about the protective role of pharmacological interventions in the pediatric population. Future randomized controlled trials should clarify the effectiveness of dexmedetomidine and acetaminophen and indicate the optimal protocol to be applied, to protect renal function in the perioperative setting.
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Affiliation(s)
- Ioannis Bellos
- Laboratory of Experimental Surgery and Surgical Research N.S. Christeas, Athens University Medical School, National and Kapodistrian University of Athens, 15Β, Ag. Thoma str., 115 27, Athens, Greece.
| | - Dimitrios C Iliopoulos
- Laboratory of Experimental Surgery and Surgical Research N.S. Christeas, Athens University Medical School, National and Kapodistrian University of Athens, 15Β, Ag. Thoma str., 115 27, Athens, Greece
| | - Despina N Perrea
- Laboratory of Experimental Surgery and Surgical Research N.S. Christeas, Athens University Medical School, National and Kapodistrian University of Athens, 15Β, Ag. Thoma str., 115 27, Athens, Greece
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Shao L, Xue FS, Yang H. Risk factors of acute kidney injury after pediatric cardiac surgery. Acta Anaesthesiol Scand 2019; 63:274-275. [PMID: 30238449 DOI: 10.1111/aas.13264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Liujiazi Shao
- Department of Anesthesiology; Beijing Friendship Hospital; Capital Medical University; Beijing China
| | - Fu Shan Xue
- Department of Anesthesiology; Beijing Friendship Hospital; Capital Medical University; Beijing China
| | - He Yang
- Department of Anesthesiology; Beijing Friendship Hospital; Capital Medical University; Beijing China
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22
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Lee JH, Kim JT. Risk factors of acute kidney injury in children after cardiac surgery-Reply. Acta Anaesthesiol Scand 2019; 63:276. [PMID: 30238437 DOI: 10.1111/aas.13263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Affiliation(s)
- Ji-Hyun Lee
- Department of Anesthesiology and Pain Medicine; Seoul National University Hospital; Seoul Korea
| | - Jin-Tae Kim
- Department of Anesthesiology and Pain Medicine; Seoul National University Hospital; Seoul Korea
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