1
|
Salha A, Chowdhury T, Singh S, Luyt J, Harky A. Optimizing Outcomes in Extracorporeal Membrane Oxygenation Postcardiotomy in Pediatric Population. J Pediatr Intensive Care 2023; 12:245-255. [PMID: 37970139 PMCID: PMC10631840 DOI: 10.1055/s-0041-1731682] [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: 03/16/2021] [Accepted: 05/29/2021] [Indexed: 10/20/2022] Open
Abstract
Extracorporeal membrane oxygenation (ECMO) is a rapidly emerging advanced life support technique used in cardiorespiratory failure refractory to other treatments. There has been an influx in the number of studies relating to ECMO in recent years, as the technique becomes more popular. However, there are still significant gaps in the literature including complications and their impacts and methods to predict their development. This review evaluates the available literature on the complications of ECMO postcardiotomy in the pediatric population. Areas explored include renal, cardiovascular, hematological, infection, neurological, and hepatic complications. Incidence, risk factors and potential predictors, and scoring systems for the development of these complications have been evaluated.
Collapse
Affiliation(s)
- Ahmad Salha
- Department of Medicine, St George's Hospital Medical School, London, United Kingdom
| | - Tasnim Chowdhury
- Department of Medicine, St George's Hospital Medical School, London, United Kingdom
| | - Saloni Singh
- School of Medicine, University of Central Lancashire, Preston, United Kingdom
| | - Jessica Luyt
- Department of Paediatric Intensive Care, Alder Hey Children's Hospital, Liverpool, United Kingdom
| | - Amer Harky
- Department of Cardiac Surgery, Alder Hey Children Hospital, Liverpool, United Kingdom
- Department of Cardiothoracic Surgery, Liverpool Heart and Chest Hospital, Liverpool, United Kingdom
| |
Collapse
|
2
|
Hafezi N, Markel TA, Mark NM, Colgate CL, Shah S, Ninad N, Masso Maldonado S, Gray BW. Circuit change in neonatal and pediatric extracorporeal membrane oxygenation is associated with adverse outcomes. Perfusion 2023:2676591231199718. [PMID: 37654064 DOI: 10.1177/02676591231199718] [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: 09/02/2023]
Abstract
INTRODUCTION Extracorporeal membrane oxygenation (ECMO) circuits may be changed during the run for multiple reasons; however, these circuit changes may be associated with adverse events. Predictors for undergoing a circuit change (CC) and their outcomes remain unclear. We hypothesized that neonatal and pediatric CC correlates with increased morbidity and mortality. METHODS Pediatric and neonatal patients who underwent one ECMO run lasting <30 days at a tertiary children's hospital from 2011 through 2017 were retrospectively reviewed. Bivariate regression analysis evaluated factors associated with ECMO mortality and morbidity. LASSO logistic regression models identified independent risk factors for undergoing a CC. p < .05 was significant. RESULTS One hundred 85 patients were included; 137 (74%) underwent no CC, while 48 (26%) underwent one or more. Undergoing a CC was associated with longer ECMO duration (p < .001), higher blood transfusion volumes (p < .001), increased hemorrhagic complications (p < .001) and increased mortality (p = .002). Increased platelet (p = .001) and FFP (p = .016) transfusion volumes at any time while on ECMO were independent factors associated with undergoing a CC. CONCLUSIONS Changing the circuit during the ECMO run occurs frequently and may be associated with poorer outcomes. Understanding the outcomes and predictors for CC may guide management protocols for more efficient circuit changes given its important association with overall outcomes.
Collapse
Affiliation(s)
- Niloufar Hafezi
- Division of Pediatric Surgery, Department of Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Troy A Markel
- Division of Pediatric Surgery, Department of Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
- Riley Hospital for Children, Indiana University Health, Indianapolis, IN, USA
| | - Natalie M Mark
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - Cameron L Colgate
- Center for Outcomes Research in Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Supriya Shah
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - Nehal Ninad
- Indiana University School of Medicine, Indianapolis, IN, USA
| | | | - Brian W Gray
- Division of Pediatric Surgery, Department of Surgery, Indiana University School of Medicine, Indianapolis, IN, USA
- Riley Hospital for Children, Indiana University Health, Indianapolis, IN, USA
| |
Collapse
|
3
|
Coletti K, Griffiths M, Nies M, Brandal S, Everett AD, Bembea MM. Cardiac Dysfunction Biomarkers Are Associated With Potential for Successful Separation From Extracorporeal Membrane Oxygenation in Children. ASAIO J 2023; 69:198-204. [PMID: 35544447 PMCID: PMC9637889 DOI: 10.1097/mat.0000000000001759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Biomarkers of cardiac dysfunction may aid in decision making about organ recovery and optimal timing of separation from extracorporeal membrane oxygenation (ECMO). We conducted a prospective observational study of children from 0 to <18 years who underwent ECMO between 7/2010 and 6/2015 in a single center. In this pilot study, we aimed to determine whether Suppression of tumorigenicity 2 (ST2), N -terminal pro-B-type natriuretic peptide (NT-proBNP), galectin-3, and endostatin were associated with ability to separate from ECMO. Fifty neonatal and pediatric participants supported on venoarterial ECMO were included (median age 13 days, 50% male). Twelve (24%) participants were unable to separate from extracorporeal support. Plasma ST2 concentrations at cannulation were higher in children who were ultimately unable to separate versus those who successfully separated from ECMO (median 395.3 ng/mL vs. 207.4 ng/mL, p = 0.012). ST2 and NT-proBNP concentrations decreased significantly from the first to the last ECMO day in patients successfully separated from ECMO ( p < 0.0001 and p = 0.017, respectively). Endostatin concentrations increased significantly from the first to the last ECMO day in both groups. Galectin-3 concentrations were not associated with the ability to separate from ECMO. Cardiac dysfunction biomarkers, particularly ST2, may aid in decannulation decision-making in pediatric ECMO patients. These results should be validated with a larger study.
Collapse
Affiliation(s)
- Kristen Coletti
- From the Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Megan Griffiths
- Department of Pediatrics, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Melanie Nies
- Department of Pediatrics, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Stephanie Brandal
- Department of Pediatrics, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Allen D Everett
- Department of Pediatrics, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Melania M Bembea
- From the Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| |
Collapse
|
4
|
Management of the CDH patient on ECLS. Semin Fetal Neonatal Med 2022; 27:101407. [PMID: 36411199 DOI: 10.1016/j.siny.2022.101407] [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: 11/18/2022]
Abstract
Congenital diaphragmatic hernia (CDH) is the most common indication for respiratory extracorporeal life support (ECLS) in neonates. The survival rate of CDH neonates treated with ECLS is 50%, and this figure has remained relatively stable over the last few decades. This is likely because the current population of CDH neonates who require ECLS have a higher risk profile [1]. The management of neonates with CDH has evolved over time to emphasize postnatal stabilization, gentle ventilation, and multi-modal treatment of pulmonary hypertension. In order to minimize practice variation, many centers have adopted CDH-specific clinical practice guidelines, however care is not standardized between different centers and outcomes vary [3]. The purpose of this review is to summarize our current understanding of issues central to the care of neonates with CDH treated with ECLS and specifically highlight how the use of the Extracorporeal Life Support Organization (ELSO) data have added to our understanding of CDH.
Collapse
|
5
|
Geisser DL, Thiagarajan RR, Scholtens D, Kuang A, Petito LC, Costello JM, Monge MC, Di Nardo M, Marino BS. Development of a Model for the Pediatric Survival After Veno-Arterial Extracorporeal Membrane Oxygenation Score: The Pedi-SAVE Score. ASAIO J 2022; 68:1384-1392. [PMID: 35184092 DOI: 10.1097/mat.0000000000001678] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Pediatric cardiac extracorporeal membrane oxygenation (ECMO) patients have high mortality rates. The purpose of our study was to develop and validate the Pediatric Survival After Veno-arterial ECMO (Pedi-SAVE) score for predicting survival at hospital discharge after pediatric cardiac veno-arterial (VA) ECMO. We used data for pediatric cardiac VA-ECMO patients from the Extracorporeal Life Support Organization registry (1/1/2001-12/31/2015). Development and validation cohorts were created using 2:1 random sampling. Predictors of survival to develop pre- and postcannulation models were selected using multivariable logistic regression and random forest models. ß-coefficients were standardized to create the Pedi-SAVE score. Of 10,091 pediatric cardiac VA-ECMO patients, 4,996 (50%) survived to hospital discharge. Pre- and postcannulation Pedi-SAVE scores predicted that the lowest risk patients have a 65% and 74% chance of survival at hospital discharge, respectively, compared to 33% and 22% in the highest risk patients. In the validation cohort, pre- and postcannulation Pedi-SAVE scores had c-statistics of 0.64 and 0.71, respectively. Precannulation factors associated with survival included: nonsingle ventricle congenital heart disease, older age, white race, lower STAT mortality category, higher pH, not requiring acid-buffer administration, <2 cardiac procedures, and indication for VA-ECMO other than failure to wean from cardiopulmonary bypass. Postcannulation, additional factors associated with survival included: lower ECMO pump flows at 24 hours and lack of complications. The Pedi-SAVE score is a novel validated tool to predict survival at hospital discharge for pediatric cardiac VA-ECMO patients, and is an important advancement in risk adjustment and benchmarking for this population.
Collapse
Affiliation(s)
| | - Ravi R Thiagarajan
- Department of Cardiology, Boston Children's Hospital.,Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Denise Scholtens
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Alan Kuang
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Lucia C Petito
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - John M Costello
- Department of Pediatrics, Shaun Jenkins Children's Hospital, Medical University of South Carolina, Charleston, South Carolina
| | - Michael C Monge
- Division of Cardiovascular-Thoracic Surgery, Department of Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Matteo Di Nardo
- Pediatric Intensive Care Unit, Children's Hospital Bambino Gesù, Rome, Italy
| | - Bradley S Marino
- From the Division of Cardiology.,Division of Critical Care Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| |
Collapse
|
6
|
Guner YS, Harting MT, Jancelewicz T, Yu PT, Di Nardo M, Nguyen DV. Variation across centers in standardized mortality ratios for congenital diaphragmatic hernia receiving extracorporeal life support. J Pediatr Surg 2022; 57:606-613. [PMID: 35193755 DOI: 10.1016/j.jpedsurg.2022.01.022] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 01/13/2022] [Accepted: 01/20/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND We sought to elucidate the degree of variation across centers by calculating center-specific standardized mortality ratios (SMRs) for infants with congenital diaphragmatic hernia (CDH) requiring extracorporeal life support (ECLS). METHODS The Extracorporeal Life Support Organization (ELSO) registry data (2000-2019) were used to estimate SMRs. Center-specific SMRs and their 95% confidence intervals (CIs) were used to identify centers with mortality as significantly worse (SW), significantly better (SB), or not different (ND) relative to the median standardized mortality rate. RESULTS We identified 4,223 neonates with CDH from 109 centers. SMRs were risk-adjusted for pre-ECLS case-mix (birthweight, sex, race, 5 min Apgar, blood gases, gestational age, hernia side, prenatal diagnosis, pre-ECLS arrest, and comorbidities). Observed (unadjusted) mortality rates across centers varied substantially (range: 14.3%-90.9%; interquartile range [IQR]: 42.9%-62.1%). Thirteen centers (11.9%) had SB SMRs< 1 (SMR 0.52 to 0.84), 7 centers (6.4%) had SW SMRs>1 (SMR 1.25 to 1.43), and 89 centers (81.7%) had SMRs ND relative to the median SMR rate across all centers (i.e., SMR not different from one). Descriptive analyses demonstrated that SB centers had a lower proportion of cases with renal complications, infectious complications and discontinuation of ECLS owing to complications, as well as differences in pre-ECLS treatments and timing of CDH repair, compared to SW and ND centers. CONCLUSION This study specifically identified ECLS centers with higher and lower survival for patients with CDH, which may serve as a benchmark for institutional quality improvement. Future studies are needed to identify those specific processes at those centers that leads to favorable outcomes with the goal of improving care globally. LEVEL OF EVIDENCE Level III.
Collapse
Affiliation(s)
- Yigit S Guner
- Division of Pediatric Surgery, Children's Hospital of Orange County, Orange, CA, United States; Department of Surgery, University of California Irvine Medical Center, Orange, CA, United States.
| | - Matthew T Harting
- Department of Pediatric Surgery, McGovern Medical School, Children's Memorial Hermann Hospital, University of Texas, Houston, TX, United States
| | - Tim Jancelewicz
- Division of Pediatric Surgery, Le Bonheur Children's Hospital, University of Tennessee Health Science Center, Memphis, TN, United States
| | - Peter T Yu
- Division of Pediatric Surgery, Children's Hospital of Orange County, Orange, CA, United States; Department of Surgery, University of California Irvine Medical Center, Orange, CA, United States
| | - Matteo Di Nardo
- Pediatric Intensive Care Unit, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Danh V Nguyen
- Department of Medicine, University of California Irvine, Irvine, CA, United States
| |
Collapse
|
7
|
Jin Y, Gao P, Zhang P, Bai L, Li Y, Wang W, Feng Z, Wang X, Liu J. Mortality prediction in pediatric postcardiotomy veno-arterial extracorporeal membrane oxygenation: A comparison of scoring systems. Front Med (Lausanne) 2022; 9:967872. [PMID: 35991647 PMCID: PMC9386139 DOI: 10.3389/fmed.2022.967872] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 07/20/2022] [Indexed: 12/05/2022] Open
Abstract
Background Pediatric postcardiotomy veno-arterial extracorporeal membrane oxygenation (VA-ECMO) patients have high mortality and morbidity. There are currently three scoring systems available to predict mortality: the Pediatric Extracorporeal Membrane Oxygenation Prediction (PEP) model, Precannulation Pediatric Survival After VA-ECMO (Pedi-SAVE) score, and Postcannulation Pedi-SAVE score. These methods provide risk stratification scores for pediatric patients requiring ECMO for cardiac support. However, comparative validation of these scoring systems remains scarce. We aim to assess the ability of these models to predict outcomes in a cohort of pediatric patients undergoing VA-ECMO after cardiac surgery, and identify predictors of in-hospital mortality. Methods A retrospective analysis of 101 children admitted to Fuwai Hospital who received VA-ECMO from January 1, 2010 to December 31, 2020 was performed. Patients were divided into two groups, survivors (n = 49) and non-survivors (n = 52) according to in-hospital mortality. PEP model and Pedi-SAVE scores were calculated. The primary outcomes were the risk factors of in-hospital mortality, and the ability of the PEP model, Precannulation Pedi-SAVE and Postcannulation Pedi-SAVE scores to predict in-hospital mortality. Results Postcannulation Pedi-SAVE score accessing the entire ECMO process had the greatest area under receiver operator curve (AUROC), 0.816 [95% confidence interval (CI): 0.733–0.899]. Pre-ECMO PEP model could predict in-hospital mortality [AUROC = 0.691 (95% CI: 0.565–0.817)], and Precannulation Pedi-SAVE score had the poorest prediction [AUROC = 0.582(95% CI: 0.471–0.694)]. Lactate value at ECMO implantation [OR = 1.199 (1.064–1.351), P = 0.003] and infectious complications [OR = 5.169 (1.652–16.172), P = 0.005] were independent risk factors for in-hospital mortality. Conclusion Pediatric cardiac ECMO scoring systems, including multiple risk factors before and during ECMO, were found to be useful in this cohort. Both the pre-ECMO PEP model and the Postcannulation Pedi-SAVE score were found to have high predictive value for in-hospital mortality in pediatric postcardiotomy VA-ECMO.
Collapse
Affiliation(s)
- Yu Jin
- Department of Cardiopulmonary Bypass, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Peng Gao
- Department of Cardiopulmonary Bypass, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Peiyao Zhang
- Department of Cardiopulmonary Bypass, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Liting Bai
- Department of Cardiopulmonary Bypass, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yixuan Li
- Department of Cardiopulmonary Bypass, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wenting Wang
- Department of Cardiopulmonary Bypass, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zhengyi Feng
- Department of Cardiopulmonary Bypass, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xu Wang
- Department of Pediatric Intensive Care Unit, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jinping Liu
- Department of Cardiopulmonary Bypass, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- *Correspondence: Jinping Liu
| |
Collapse
|
8
|
Melbourne L, Wien MA, Whitehead MT, Ridore M, Wang Y, Short BL, Bulas D, Massaro AN. Risk Factors for Brain Injury in Newborns Treated with Extracorporeal Membrane Oxygenation. Am J Perinatol 2021; 38:1557-1564. [PMID: 32674203 DOI: 10.1055/s-0040-1714208] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
OBJECTIVE This study aimed to assess the association of clinical risk factors with severity of magnetic resonance imaging (MRI) brain injury in neonatal extracorporeal membrane oxygenation (ECMO) patients. STUDY DESIGN This is a single-center retrospective study conducted at an outborn level IV neonatal intensive care unit in a free-standing academic children's hospital. Clinical and MRI data from neonates treated with ECMO between 2005 and 2015 were reviewed. MRI injury was graded by two radiologists according to a modified scoring system that assesses parenchymal injury, extra-axial hemorrhage, and cerebrospinal fluid spaces. MRI severity was classified as none (score = 0), mild/moderate (score = 1-13.5), and severe (score ≥ 14). The relationship between selected risk factors and MRI severity was assessed by Chi-square, analysis of variance, and Kruskal-Wallis tests where appropriate. Combinative predictive ability of significant risk factors was assessed by logistic regression analyses. RESULTS MRI data were assessed in 81 neonates treated with ECMO. Veno-arterial (VA) patients had more severe injury compared with veno-venous patients. There was a trend toward less severe injury over time. After controlling for covariates, duration of ECMO remained significantly associated with brain injury, and the risk for severe injury was significantly increased in patients on ECMO beyond 210 hours. CONCLUSION Risk for brain injury is increased with VA ECMO and with longer duration of ECMO. Improvements in care may be leading to decreasing incidence of brain injury in neonatal ECMO patients. KEY POINTS · Veno-arterial ECMO is associated with more brain injury by MRI compared with veno-venous ECMO.. · Longer duration of ECMO is significantly associated with severe brain injury by MRI.. · Risk for neurologic injury may be decreasing over time with advances in neonatal ECMO..
Collapse
Affiliation(s)
- Launice Melbourne
- Division of Neonatology, Children's National Hospital, Washington, District of Columbia.,Department of Pediatrics, The George Washington University School of Medicine, Washington, District of Columbia
| | - Michael A Wien
- Division of Diagnostic Imaging and Radiology, Children's National Hospital, Washington, District of Columbia
| | - Matthew T Whitehead
- Department of Pediatrics, The George Washington University School of Medicine, Washington, District of Columbia.,Division of Diagnostic Imaging and Radiology, Children's National Hospital, Washington, District of Columbia
| | - Michelande Ridore
- Division of Neonatology, Children's National Hospital, Washington, District of Columbia
| | - Yunfei Wang
- Division of Biostatistics and Study Methodology, Children's National Research Institute, Washington, District of Columbia
| | - Billie L Short
- Division of Neonatology, Children's National Hospital, Washington, District of Columbia.,Department of Pediatrics, The George Washington University School of Medicine, Washington, District of Columbia
| | - Dorothy Bulas
- Department of Pediatrics, The George Washington University School of Medicine, Washington, District of Columbia.,Division of Diagnostic Imaging and Radiology, Children's National Hospital, Washington, District of Columbia
| | - An N Massaro
- Division of Neonatology, Children's National Hospital, Washington, District of Columbia.,Department of Pediatrics, The George Washington University School of Medicine, Washington, District of Columbia
| |
Collapse
|
9
|
Shah N, Said AS. Extracorporeal Support Prognostication-Time to Move the Goal Posts? MEMBRANES 2021; 11:537. [PMID: 34357187 PMCID: PMC8304743 DOI: 10.3390/membranes11070537] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 07/12/2021] [Accepted: 07/12/2021] [Indexed: 12/21/2022]
Abstract
Advances in extracorporeal membrane oxygenation (ECMO) technology are associated with expanded indications, increased utilization and improved outcome. There is growing interest in developing ECMO prognostication scores to aid in bedside decision making. To date, the majority of available scores have been limited to mostly registry-based data and with mortality as the main outcome of interest. There continues to be a gap in clinically applicable decision support tools to aid in the timing of ECMO cannulation to improve patients' long-term outcomes. We present a brief review of the commonly available adult and pediatric ECMO prognostication tools, their limitations, and future directions.
Collapse
Affiliation(s)
- Neel Shah
- Division of Pediatric Critical Care, Department of Pediatrics, School of Medicine, Washington University in St. Louis, St. Louis, MO 63130, USA;
| | | |
Collapse
|
10
|
Bailly DK, Furlong-Dillard JM, Winder M, Lavering M, Barbaro RP, Meert KL, Bratton SL, Dalton H, Reeder RW. External validation of the Pediatric Extracorporeal Membrane Oxygenation Prediction model for risk adjusting mortality. Perfusion 2020; 36:407-414. [PMID: 32862782 PMCID: PMC7956121 DOI: 10.1177/0267659120952979] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
INTRODUCTION The Pediatric Extracorporeal Membrane Oxygenation Prediction (PEP) model was created to provide risk stratification for all pediatric patients requiring extracorporeal life support (ECLS). Our purpose was to externally validate the model using contemporaneous cases submitted to the Extracorporeal Life Support Organization (ELSO) registry. METHODS This multicenter, retrospective analysis included pediatric patients (<19 years) during their initial ECLS run for all indications between January 2012 and September 2014. Median values from the BATE dataset for activated partial thromboplastin time and internationalized normalized ratio were used as surrogates as these were missing in the ELSO group. Model discrimination was evaluated using area under the receiver operating characteristic curve (AUC), and goodness-of-fit was evaluated using the Hosmer-Lemeshow test. RESULTS A total of 4,342 patients in the ELSO registry were compared to 514 subjects from the bleeding and thrombosis on extracorporeal membrane oxygenation (BATE) dataset used to develop the PEP model. Overall mortality was similar (42% ELSO vs. 45% BATE). The c-statistic after external validation decreased from 0.75 to 0.64 and model calibration decreases most in the highest risk deciles. CONCLUSION Discrimination of the PEP model remains modest after external validation using the largest pediatric ECLS cohort. While the model overestimates mortality for the highest risk patients, it remains the only prediction model applicable to both neonates and pediatric patients who require ECLS for any indication and thus maintains potential for application in research and quality benchmarking.
Collapse
Affiliation(s)
- David K Bailly
- Division of Pediatric Critical Care, Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Jamie M Furlong-Dillard
- Department of Pediatric Critical Care, Norton Children's Hospital/University of Louisville, Louisville, KY, USA
| | - Melissa Winder
- Department of Pediatric Critical Care, Primary Children's Hospital, Salt Lake City, UT, USA
| | | | - Ryan P Barbaro
- Department of Pediatrics and Communicable Diseases, University of Michigan, Ann Arbor, MI, USA
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Detroit, MI, USA
| | - Susan L Bratton
- Division of Pediatric Critical Care, Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Heidi Dalton
- Department of Pediatrics, Inova Fairfax Hospital, Fall Church, VA, USA
| | - Ron W Reeder
- Division of Pediatric Critical Care, Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| |
Collapse
|
11
|
Extracorporeal membrane oxygenation in the pediatric population - who should go on, and who should not. Curr Opin Pediatr 2020; 32:416-423. [PMID: 32332330 DOI: 10.1097/mop.0000000000000904] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW The role of extracorporeal membrane oxygenation (ECMO), a method of providing cardiorespiratory support in instances of cardiac or respiratory failure, in neonates and children continues to expand and evolve. This review details the current landscape of ECMO as it applies to neonates and children. RECENT FINDINGS Specifically, this review provides the most recent evidence for which patients should be considered for the various forms of ECMO including venovenous ECMO, venoarterial-ECMO, and extracorporeal cardiopulmonary resuscitation. Specific topics to be discussed include indications and contraindications for the different types of ECMO in neonates and children, anticoagulation strategies and ways to monitor end-organ function, outcomes specific to the different types and populations with a focus on meaningful survival to discharge and neurologic outcomes, and consideration of special populations such as low birth weight infants, traumatically injured patients, and children who received recent bone marrow transplants. This review also discusses still unanswered questions surrounding the most appropriate use of ECMO as its role and applications continue to evolve. SUMMARY With rapidly increasing utilization of ECMO, neonatologists and pediatricians should be aware of the most recent evidence guiding its indications, applications, and limitations.
Collapse
|
12
|
Delaplain PT, Yu PT, Ehwerhemuepha L, Nguyen DV, Jancelewicz T, Stein J, Harting MT, Guner YS. Predictors of long ECMO runs for congenital diaphragmatic hernia. J Pediatr Surg 2020; 55:993-997. [PMID: 32169344 DOI: 10.1016/j.jpedsurg.2020.02.043] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 02/20/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND Although longer ECMO run times for patients with congenital diaphragmatic hernia (CDH) have been associated with worse outcomes, a large study has not been conducted to examine the risk factors for long ECMO runs. METHODS The Extracorporeal Life Support Organization (ELSO) Registry from 2000 to 2015 was used to identify predictors of long ECMO runs in CDH patients. A long run was any duration of ≥14 days. Multivariable logistic regression models were used to examine the association between demographics, pre-ECMO blood gas/ventilator settings, comorbid conditions, and therapies on long ECMO runs. RESULTS There were 4730 CDH-infants examined. The largest association with long ECMO runs was on-ECMO repair (OR: 3.72, 95% CI: 3.013-4.602, p < 0.001) and the use of THAM (OR: 1.463, 95% CI: 1.062-2.016, p = 0.02). Each drop in pH quartile was associated with an increased risk of long ECMO run: pH ≥ 7.3 (reference), pH 7.2-7.9 (OR 1.24, 95% CI: 0.98-1.57, p = 0.07), pH 7.08-7.19 (OR 1.46, 95% CI: 1.17-1.84, p = 0.001), pH ≤ 7.07 (OR 1.64, 95% CI: 1.29-2.07, p < 0.001). CONCLUSIONS We found a correlation between both pre-ECMO demographics/timing of repair and the subsequent risk of long ECMO runs, providing insight for both providers and parents about the risk factors for longer runs. TYPE OF STUDY Treatment Study. LEVEL OF EVIDENCE Level III.
Collapse
Affiliation(s)
- Patrick T Delaplain
- Children's Hospital Los Angeles, Department of Pediatric Surgery, Los Angeles, CA; University of California Irvine Medical Center, Department of Surgery, Orange, CA
| | - Peter T Yu
- University of California Irvine Medical Center, Department of Surgery, Orange, CA; Children's Hospital of Orange County, Division of Pediatric Surgery, Orange, CA
| | - Louis Ehwerhemuepha
- Children's Hospital of Orange County, Information Systems Department, Orange, CA
| | - Danh V Nguyen
- University of California, Irvine School of Medicine, Department of Medicine, Orange, CA
| | - Tim Jancelewicz
- Le Bonheur Children's Hospital, University of Tennessee Health Science Center, Division of Pediatric Surgery, Memphis, TN
| | - James Stein
- Children's Hospital Los Angeles, Department of Pediatric Surgery, Los Angeles, CA
| | - Matthew T Harting
- University of Texas McGovern Medical School and Children's Memorial Hermann Hospital, Department of Pediatric Surgery, Houston, TX
| | - Yigit S Guner
- University of California Irvine Medical Center, Department of Surgery, Orange, CA; Children's Hospital of Orange County, Division of Pediatric Surgery, Orange, CA.
| |
Collapse
|
13
|
Delaplain PT, Ehwerhemuepha L, Nguyen DV, Di Nardo M, Jancelewicz T, Awan S, Yu PT, Guner YS. The development of multiorgan dysfunction in CDH-ECMO neonates is associated with the level of pre-ECMO support. J Pediatr Surg 2020; 55:830-834. [PMID: 32067809 DOI: 10.1016/j.jpedsurg.2020.01.026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2020] [Accepted: 01/25/2020] [Indexed: 11/30/2022]
Abstract
PURPOSE Congenital diaphragmatic hernia (CDH) is the most common indication for neonatal extracorporeal membrane oxygenation (ECMO), but mortality remains at 50%. Multiorgan failure can occur in 25% and has been linked to worse outcomes. We sought to examine the factors that would increase the risk of multiorgan dysfunction (MOD). METHODS The Extracorporeal Life Support Organization (ELSO) database was used to identify infants with CDH (2000-2015). The primary outcome was MOD, which was defined as the presence of organ failure in ≥2 organ systems. We used a multivariable logistic regression to examine the effect of demographics, pre-ECMO respiratory status, comorbidities, and therapies on MOD. RESULTS There were a total of 4374 CDH infants who were treated with ECMO. Overall mortality was 52.4%. The risk models demonstrated that pre-ECMO cardiac arrest (OR 1.458, CI: 1.146-1.861, p = 0.002) and hand-bagging (OR 1.461, CI: 1.094-1.963, p = 0.032) had the strongest association with MOD. In addition, other pre-ECMO indicators of disease severity (pH, HFOV, MAP, 5-min APGAR) and pre-ECMO therapies (bicarb, neuromuscular [NM] blockers) were also associated with MOD. CONCLUSIONS The level of pre-ECMO support has a significant association with the development of MOD, and initiation of ECMO prior to arrest seems to be critical to avoid complications. TYPE OF STUDY Treatment study. LEVEL OF EVIDENCE Level III.
Collapse
Affiliation(s)
- Patrick T Delaplain
- University of California Irvine Medical Center, Department of Surgery, Orange, CA.
| | | | - Danh V Nguyen
- University of California, Irvine School of Medicine, Department of Medicine, Orange, CA
| | - Matteo Di Nardo
- Neonatal Surgery Unit, Department of Medical and Surgical Neonatology, Ospedale Pediatrico Bambino Gesù, IRCCS, Rome, Italy
| | - Tim Jancelewicz
- Le Bonheur Children's Hospital, University of Tennessee Health Science Center, Division of Pediatric Surgery, Memphis, TN
| | - Saeed Awan
- University of California Irvine Medical Center, Department of Surgery, Orange, CA; Children's Hospital of Orange County, Information Systems, Orange, CA
| | - Peter T Yu
- University of California Irvine Medical Center, Department of Surgery, Orange, CA; Children's Hospital of Orange County, Information Systems, Orange, CA
| | - Yigit S Guner
- University of California Irvine Medical Center, Department of Surgery, Orange, CA; Children's Hospital of Orange County, Information Systems, Orange, CA
| | | |
Collapse
|
14
|
Lim JKB, Qadri SK, Toh TSW, Lin CB, Mok YH, Lee JH. Extracorporeal Membrane Oxygenation for Severe Respiratory Failure During Respiratory Epidemics and Pandemics: A Narrative Review. ANNALS ACADEMY OF MEDICINE SINGAPORE 2020. [DOI: 10.47102/annals-acadmed.sg.202046] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Introduction: Epidemics and pandemics from zoonotic respiratory viruses, such as the 2019 novel coronavirus, can lead to significant global intensive care burden as patients progress to acute respiratory distress syndrome (ARDS). A subset of these patients develops refractory hypoxaemia despite maximal conventional mechanical ventilation and require extracorporeal membrane oxygenation (ECMO). This review focuses on considerations for ventilatory strategies, infection control and patient selection related to ECMO for ARDS in a pandemic. We also summarise the experiences with ECMO in previous respiratory pandemics. Materials and Methods: A review of pertinent studies was conducted via a search using MEDLINE, EMBASE and Google Scholar. References of articles were also examined to identify other relevant publications. Results: Since the H1N1 Influenza pandemic in 2009, the use of ECMO for ARDS continues to grow despite limitations in evidence for survival benefit. There is emerging evidence to suggest that lung protective ventilation for ARDS can be further optimised while receiving ECMO so as to minimise ventilator-induced lung injury and subsequent contributions to multi-organ failure. Efforts to improve outcomes should also encompass appropriate infection control measures to reduce co-infections and prevent nosocomial transmission of novel respiratory viruses. Patient selection for ECMO in a pandemic can be challenging. We discuss important ethical considerations and predictive scoring systems that may assist clinical decision-making to optimise resource allocation. Conclusion: The role of ECMO in managing ARDS during respiratory pandemics continues to grow. This is supported by efforts to redefine optimal ventilatory strategies, reinforce infection control measures and enhance patient selection. Ann Acad Med Singapore 2020;49:199–214 Key words: Acute Respiratory Distress Syndrome, Coronavirus disease 2019, ECMO, Infection control, Mechanical ventilation
Collapse
Affiliation(s)
- Joel KB Lim
- KK Women’s and Children’s Hospital, Singapore
| | | | | | | | - Yee Hui Mok
- KK Women’s and Children’s Hospital, Singapore
| | - Jan Hau Lee
- KK Women’s and Children’s Hospital, Singapore
| |
Collapse
|
15
|
Trends in Mortality and Risk Characteristics of Congenital Diaphragmatic Hernia Treated With Extracorporeal Membrane Oxygenation. ASAIO J 2020; 65:509-515. [PMID: 29863628 PMCID: PMC6251767 DOI: 10.1097/mat.0000000000000834] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Although the mortality of infants with congenital diaphragmatic hernia (CDH) has been improving since the late 1990s, this observation has not been paralleled among the CDH cohort receiving extracorporeal membrane oxygenation (ECMO). We sought to elucidate why the mortality rate in the CDH-ECMO population has remained at approximately 50% despite consistent progress in the field by examining the baseline risk profile/characteristics of neonates with CDH before ECMO (pre-ECMO). Neonates with a diagnosis of CDH were identified in the Extracorporeal Life Support Organization (ELSO) Registry from 1992 to 2015. Individual pre-ECMO risk score (RS) for mortality was categorized to pre-ECMO risk-stratified cohorts. Temporal trends based on individual-level mortality by risk cohorts were assessed by logistic regression. We identified 6,696 neonates with CDH. The mortality rates during this time period were approximately 50%. The average baseline pre-ECMO RS increased during this period: mean increase of 0.35 (95% confidence interval [CI]: 0.324–0.380). In the low-risk cohort, the likelihood of mortality increased over time: each 5 year change was associated with a 7.3% increased likelihood of mortality (odds ratio [OR]: 1.0726; 95% CI: 1.0060–1.1437). For the moderate-risk cohort, the likelihood of mortality decreased by 7.05% (OR: 0.9295; 95% CI: 0.8822–0.9793). There was no change in the odds of mortality for the high-risk cohort (OR: 0.9650; 95% CI: 0.8915–1.0446). Although the overall mortality rate remained approximately constant over time, the individual likelihood of death has declined over time in the moderate-risk cohort, increased in the low-risk cohort, and remained unchanged in the high-risk cohort.
Collapse
|
16
|
Evaluating Mortality Risk Adjustment Among Children Receiving Extracorporeal Support for Respiratory Failure. ASAIO J 2020; 65:277-284. [PMID: 29746311 DOI: 10.1097/mat.0000000000000813] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
This study evaluates whether three commonly used pediatric intensive care unit (PICU) severity of illness scores, pediatric risk of mortality score (PRISM) III, pediatric index of mortality (PIM) 2, and pediatric logistic organ dysfunction (PELOD), are the appropriate tools to discriminate mortality risk in children receiving extracorporeal membrane oxygenation (ECMO) support for respiratory failure. This study also evaluates the ability of the Pediatric Risk Estimate Score for Children Using Extracorporeal Respiratory Support (Ped-RESCUERS) to discriminate mortality risk in the same population, and whether Ped-RESCUERS' discrimination of mortality is improved by additional clinical and laboratory measures of renal, hepatic, neurologic, and hematologic dysfunction. A multi-institutional retrospective cohort study was conducted on children aged 29 days to 17 years with respiratory failure requiring respiratory ECMO support. Discrimination of mortality was evaluated with the area under the receiver operating curve (AUC); model calibration was measured by the Hosmer-Lemeshow goodness of fit test and Brier score. Admission PRISM-III, PIM-2, and PELOD were found to have poor ability to discriminate mortality with an AUC of 0.56 [0.46-0.66], 0.53 [0.43-0.62], and 0.57 [0.47-0.67], respectively. Alternatively, Ped-RESCUERS performed better with an AUC of 0.68 [0.59-0.77]. Higher alanine aminotransferase, ratio of the arterial partial pressure of oxygen the fraction of inspired oxygen, and lactic acidosis were independently associated with mortality and, when added to Ped-RESCUERS, resulted in an AUC of 0.75 [0.66-0.82]. Admission PRISM-III, PIM-2, and PELOD should not be used for pre-ECMO risk adjustment because they do not discriminate death. Extracorporeal membrane oxygenation population-derived scores should be used to risk adjust ECMO populations as opposed to general PICU population-derived scores.
Collapse
|
17
|
Yu PT, Jen HC, Rice-Townsend S, Guner YS. The role of ECMO in the management of congenital diaphragmatic hernia. Semin Perinatol 2020; 44:151166. [PMID: 31472951 DOI: 10.1053/j.semperi.2019.07.005] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Congenital diaphragmatic hernia (CDH) is the most common indication for extra-corporeal membrane oxygenation (ECMO) for neonatal respiratory failure. CDH management is evolving with advanced prenatal diagnostic imaging modalities. The risk profiles of infants receiving ECMO for CDH are shifting towards higher risk. Many clinicians are developing and following clinical practice guidelines to standardize and optimize the care of CDH neonates. Despite these efforts, there are significant differences in the practice patterns among ECMO centers as to how and when they choose to initiate ECMO for CDH, when they believe repair is safe, as well as many other nuances that are based on center experience or style. The purpose of this report is to summarize our current understanding of the new and recent developments regarding management of infants with CDH managed with ECMO.
Collapse
Affiliation(s)
- Peter T Yu
- Division of Pediatric Surgery, Children's Hospital of Orange County, Orange, CA, United States; Department of Surgery, University of California Irvine Medical Center, 505 S. Main St, #225, Orange, CA 92868, United States
| | - Howard C Jen
- David Geffen School of Medicine at UCLA, Mattel Children's Hospital at UCLA, Los Angeles, CA, United States
| | - Samuel Rice-Townsend
- Department of Pediatric Surgery, Children's Hospital Boston-Harvard Medical School, Boston, MA, United States
| | - Yigit S Guner
- Division of Pediatric Surgery, Children's Hospital of Orange County, Orange, CA, United States; Department of Surgery, University of California Irvine Medical Center, 505 S. Main St, #225, Orange, CA 92868, United States.
| |
Collapse
|
18
|
Development and Validation of Extracorporeal Membrane Oxygenation Mortality-Risk Models for Congenital Diaphragmatic Hernia. ASAIO J 2019; 64:785-794. [PMID: 29117038 PMCID: PMC5938163 DOI: 10.1097/mat.0000000000000716] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
The purpose of our study was to develop and validate extracorporeal membrane oxygenation (ECMO)–specific mortality risk models for congenital diaphragmatic hernia (CDH). We utilized the data from the Extracorporeal Life Support Organization Registry (2000–2015). Prediction models were developed using multivariable logistic regression. We identified 4,374 neonates with CDH with an overall mortality of 52%. Predictive discrimination (C statistic) for pre-ECMO mortality model was C = 0.65 (95% confidence interval, 0.62–0.68). Within the highest risk group, based on the pre-ECMO risk score, mortality was 87% and 75% in the training and validation data sets, respectively. The pre-ECMO risk score included pre-ECMO ventilator settings, pH, prior diaphragmatic hernia repair, critical congenital heart disease, perinatal infection, and demographics. For the on-ECMO model, mortality prediction improved substantially: C = 0.73 (95% confidence interval, 0.71–0.76) with the addition of on-ECMO–associated complications. Within the highest risk group, defined by the on-ECMO risk score, mortality was 90% and 86% in the training and validation data sets, respectively. Mortality among neonates with CDH needing ECMO can be reliably predicted with validated clinical variables identified in this study. ECMO-specific mortality prediction tools can allow risk stratification to be used in research and quality improvement efforts, as well as with caution for individual case management.
Collapse
|
19
|
Bailly DK, Reeder RW, Winder M, Barbaro RP, Pollack MM, Moler FW, Meert KL, Berg RA, Carcillo J, Zuppa AF, Newth C, Berger J, Bell MJ, Dean JM, Nicholson C, Garcia-Filion P, Wessel D, Heidemann S, Doctor A, Harrison R, Bratton SL, Dalton H. Development of the Pediatric Extracorporeal Membrane Oxygenation Prediction Model for Risk-Adjusting Mortality. Pediatr Crit Care Med 2019; 20:426-434. [PMID: 30664590 PMCID: PMC6502677 DOI: 10.1097/pcc.0000000000001882] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES To develop a prognostic model for predicting mortality at time of extracorporeal membrane oxygenation initiation for children which is important for determining center-specific risk-adjusted outcomes. DESIGN Multivariable logistic regression using a large national cohort of pediatric extracorporeal membrane oxygenation patients. SETTING The ICUs of the eight tertiary care children's hospitals of the Collaborative Pediatric Critical Care Research Network. PATIENTS Five-hundred fourteen children (< 19 yr old), enrolled with an initial extracorporeal membrane oxygenation run for any indication between January 2012 and September 2014. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS A total of 514 first extracorporeal membrane oxygenation runs were analyzed with an overall mortality of 45% (n = 232). Weighted logistic regression was used for model selection and internal validation was performed using cross validation. The variables included in the Pediatric Extracorporeal Membrane Oxygenation Prediction model were age (pre-term neonate, full-term neonate, infant, child, and adolescent), indication for extracorporeal membrane oxygenation (extracorporeal cardiopulmonary resuscitation, cardiac, or respiratory), meconium aspiration, congenital diaphragmatic hernia, documented blood stream infection, arterial blood pH, partial thromboplastin time, and international normalized ratio. The highest risk of mortality was associated with the presence of a documented blood stream infection (odds ratio, 5.26; CI, 1.90-14.57) followed by extracorporeal cardiopulmonary resuscitation (odds ratio, 4.36; CI, 2.23-8.51). The C-statistic was 0.75 (95% CI, 0.70-0.80). CONCLUSIONS The Pediatric Extracorporeal Membrane Oxygenation Prediction model represents a model for predicting in-hospital mortality among children receiving extracorporeal membrane oxygenation support for any indication. Consequently, it holds promise as the first comprehensive pediatric extracorporeal membrane oxygenation risk stratification model which is important for benchmarking extracorporeal membrane oxygenation outcomes across many centers.
Collapse
Affiliation(s)
- David K. Bailly
- Department of Pediatrics Division of Pediatric Critical
Care, University of Utah, Salt Lake City, UT
| | - Ron W. Reeder
- Department of Pediatrics Division of Pediatric Critical
Care, University of Utah, Salt Lake City, UT
| | - Melissa Winder
- Department of Pediatric Critical Care, Primary
Children’s Hospital, Salt Lake City, UT
| | - Ryan P. Barbaro
- Department of Pediatrics and Communicable Diseases,
University of Michigan, Ann Arbor, MI
| | - Murray M. Pollack
- Department of Pediatrics, Children’s National
Medical Center, Washington, DC
| | - Frank W. Moler
- Department of Pediatrics and Communicable Diseases,
University of Michigan, Ann Arbor, MI
| | - Kathleen L. Meert
- Department of Pediatrics, Children’s Hospital of
Michigan, Detroit, MI
| | - Robert A. Berg
- Department of Anesthesia and Critical Care,
Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Joseph Carcillo
- Department of Critical Care Medicine, Children’s
Hospital of Pittsburgh, Pittsburgh, PA
| | - Athena F. Zuppa
- Department of Anesthesia and Critical Care,
Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Christopher Newth
- Department of Anesthesiology and Critical Care Medicine,
Children’s Hospital Los Angeles, Los Angeles, CA
| | - John Berger
- Department of Pediatrics, Children’s National
Medical Center, Washington, DC
| | - Michael J. Bell
- Department of Critical Care Medicine, Children’s
Hospital of Pittsburgh, Pittsburgh, PA
| | - J. Michael Dean
- Department of Pediatrics Division of Pediatric Critical
Care, University of Utah, Salt Lake City, UT
| | - Carol Nicholson
- Trauma and Critical Illness Branch, National Institute of
Child Health and Human Development NICHD, National Institutes of Health, Bethesda,
MD
| | | | - David Wessel
- Department of Pediatrics, Children’s National
Medical Center, Washington, DC
| | - Sabrina Heidemann
- Department of Pediatrics, Children’s Hospital of
Michigan, Detroit, MI
| | - Allan Doctor
- Departments of Pediatrics and Biochemistry, Washington
University, St. Louis, MO
| | - Rick Harrison
- Department of Pediatrics, Mattel Children’s
Hospital UCLA, Los Angeles, CA
| | - Susan L. Bratton
- Department of Pediatrics Division of Pediatric Critical
Care, University of Utah, Salt Lake City, UT
| | - Heidi Dalton
- Department of Pediatrics, Inova Fairfax Hospital, Fall
Church, VA
| | | |
Collapse
|
20
|
Can We Use "Pretty Big" Data to Settle the Score in Pediatric Extracorporeal Membrane Oxygenation? Crit Care Med 2019; 45:143-145. [PMID: 27984287 DOI: 10.1097/ccm.0000000000002166] [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]
|
21
|
Abstract
Worldwide, the use of Extracorporeal Membrane Oxygenation (ECMO) for cardiac failure has been steadily increasing in the neonatal population and has become a widely accepted modality. Especially in centers caring for children with (congenital) heart disease, ECMO is now an essential part of care available for those with severe heart failure as a bridge to recovery, long term mechanical support, or transplantation. Short-term outcomes depend very much on indication. Hospital survival is ~40% for all neonatal cardiac ECMO patients combined. ECMO is being used for pre- and/or post-operative stabilization in neonates with congenital heart disease and in neonates with medical heart disease such as myocarditis, cardiomyopathy or refractory arrhythmias. ECMO use during resuscitation (ECPR) or for sepsis is summarized elsewhere in this special edition of Frontiers in Pediatrics. In this review article, we will discuss the indications for neonatal cardiac ECMO, the difficult process of patients' selection and identifying the right timing to initiate ECMO, as well as outline pros and cons for peripheral vs. central cannulation. We will present predictors of mortality and, very importantly, predictors of survival: what can be done to improve the outcomes for your patients. Furthermore, an overview of current insights regarding supportive care in neonatal cardiac ECMO is given. Additionally, we will address issues specific to neonates with single ventricle physiology on ECMO, for example cannulation strategies and the influence of shunt type (Blalock-Taussig shunt vs. "right ventricle to pulmonary artery" shunt). We will not only focus on short term outcomes, such as hospital survival, but also on the importance of long-term neuro-developmental outcomes, and we will end this review with suggestions for future research.
Collapse
Affiliation(s)
| | - Malaika Mendonca
- Pediatric Intensive Care Unit, Children's Hospital, Inselspital, Bern University Hospital, Bern, Switzerland
| |
Collapse
|
22
|
Mistry MS, Trucco SM, Maul T, Sharma MS, Wang L, West S. Predictors of Poor Outcomes in Pediatric Venoarterial Extracorporeal Membrane Oxygenation. World J Pediatr Congenit Heart Surg 2018; 9:297-304. [PMID: 29552945 DOI: 10.1177/2150135118762391] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Venoarterial extracorporeal membrane oxygenation (VA-ECMO) provides respiratory and hemodynamic support to pediatric patients in severe cardiac failure. We aim to identify risk factors associated with poorer outcomes in this population. METHODS A retrospective chart review was conducted of pediatric patients requiring VA-ECMO support for cardiac indications at our institution from 2004 to 2015. Data were collected on demographics, indication, markers of cardiac output, ventricular assist device (VAD) insertion, heart transplantation, or left atrial (LA) decompression. Univariate Cox proportional hazards models were used to calculate hazard ratios (HRs) for variables associated with the composite primary outcome of transplant-free survival (TFS). RESULTS Of the 68 reviewed patients, 65% were male, 84% were white, 38% had a prior surgery, 13% had a prior transplant, 10% had a prior ECMO support, and 87.5% required vasoactive support within six hours of cannulation. The ECMO indications included congenital heart disease repaired >30 days prior (12%), cardiomyopathy (41%), posttransplant rejection (7%), and cardiorespiratory failure (40%). The TFS was 54.5% at discharge and 47.7% at one year. Predictors of transplant and/or death include epinephrine use (hazard ratio [HR] = 2.269, P = .041), elevated lactate (HR = 1.081, P = 0005), and elevated creatinine (HR = 1.081, P = .005) within six hours prior to cannulation. Sixteen (23.6%) patients underwent LA decompression. Placement of VAD occurred in 16 (23.5%) patients, for which nonwhite race (HR = 2.94, P = .034) and prior ECMO (HR = 3.42, P = .053) were the only identified risk factors. CONCLUSIONS Need for VA-ECMO for cardiac support carries high inpatient morbidity and mortality. Epinephrine use and elevated lactate and creatinine were associated with especially poor outcomes. Patients who survived to discharge had good short-term follow-up results.
Collapse
Affiliation(s)
- Maanasi S Mistry
- 1 Pediatric Cardiology, Children's Hospital of Pittsburgh of UPMC, Pittsburgh, PA, USA
| | - Sara M Trucco
- 1 Pediatric Cardiology, Children's Hospital of Pittsburgh of UPMC, Pittsburgh, PA, USA
| | - Timothy Maul
- 2 Biomedical Engineering, University of Pittsburgh, Pittsburgh, PA, USA.,3 Nemours Children's Hospital, Orlando, FL, USA
| | - Mahesh S Sharma
- 4 Pediatric Cardiothoracic Surgery, Children's Hospital of Pittsburgh of UPMC, Pittsburgh, PA, USA
| | - Li Wang
- 5 Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, PA, USA
| | - Shawn West
- 1 Pediatric Cardiology, Children's Hospital of Pittsburgh of UPMC, Pittsburgh, PA, USA
| |
Collapse
|
23
|
Abstract
The purpose of this report is to describe the international growth, outcomes, complications, and technology used in pediatric extracorporeal life support (ECLS) from 2009 to 2015 as reported by participating centers in the Extracorporeal Life Support Organization (ELSO). To date, there are 59,969 children who have received ECLS in the ELSO Registry; among those, 21,907 received ECLS since 2009 with an overall survival to hospital discharge rate of 61%. In 2009, 2,409 ECLS cases were performed at 157 centers. By 2015, that number grew to 2,992 cases in 227 centers, reflecting a 24% increase in patients and 55% growth in centers. ECLS delivered to neonates (0-28 days) for respiratory support was the largest subcategory of ECLS among children <18-years old. Overall, 48% of ECLS was delivered for respiratory support and 52% was for cardiac support or extracorporeal life support to support cardiopulmonary resuscitation (ECPR). During the study period, over half of children were supported on ECLS with centrifugal pumps (51%) and polymethylpentene oxygenators (52%). Adverse events including neurologic events were common during ECLS, a fact that underscores the opportunity and need to promote quality improvement work.
Collapse
|
24
|
Shank KR, Profeta E, Wang S, O'Connor C, Kunselman AR, Woitas K, Myers JL, Ündar A. Evaluation of Combined Extracorporeal Life Support and Continuous Renal Replacement Therapy on Hemodynamic Performance and Gaseous Microemboli Handling Ability in a Simulated Neonatal ECLS System. Artif Organs 2017; 42:365-376. [PMID: 28940550 DOI: 10.1111/aor.12987] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Revised: 05/23/2017] [Accepted: 05/24/2017] [Indexed: 11/29/2022]
Abstract
The objective of this study was to evaluate the hemodynamic performance and gaseous microemboli (GME) handling ability of a simulated neonatal extracorporeal life support (ECLS) circuit with an in-line continuous renal replacement therapy (CRRT) device. The circuit consisted of a Maquet RotaFlow centrifugal pump or HL20 roller pump, Quadrox-iD Pediatric diffusion membrane oxygenator, 8-Fr arterial cannula, 10-Fr venous cannula, and Better-Bladder (BB) with "Y" connector. A second Quadrox-I Adult oxygenator was added postarterial cannula for GME experiments. The circuit and pseudo-patient were primed with lactated Ringer's solution and packed human red blood cells (hematocrit 40%). All hemodynamic trials were conducted at ECLS flow rates ranging from 200 to 600 mL/min and CRRT flow rate of 75 mL/min at 36°C. Real-time pressure and flow data were recorded with a data acquisition system and GME were detected and characterized using the Emboli Detection and Classification Quantifier System. CRRT was added at distinct locations such that blood entered CRRT between the pump and oxygenator (A), recirculated through the pump (B), or bypassed the pump (C). With the centrifugal pump, all CRRT positions had similar flow rates, mean arterial pressure (MAP), and total hemodynamic energy (THE) loss. With the roller pump, C demonstrated increased flow rates (293.2-686.4 mL/min) and increased MAP (59.4-75.5 mm Hg) (P < 0.01); B had decreased flow rates (129.7-529.7 mL/min), and MAP (34.2-45.0 mm Hg) (P < 0.01); A maintained the same when compared to without CRRT. At 600 mL/min C lost more THE (81.4%) (P < 0.01) with a larger pressure drop across the oxygenator (95.6 mm Hg) (P < 0.01) than without CRRT (78.3%; 49.1 mm Hg) (P < 0.01). C also demonstrated a poorer GME handling ability using the roller pump, with 87.1% volume and 17.8% count reduction across the circuit, compared to A and B with 99.9% volume and 65.8-72.3% count reduction. These findings suggest that, in contrast to A and B, adding CRRT at position C is unsafe and not advised for clinical use.
Collapse
Affiliation(s)
- Kaitlyn R Shank
- Penn State Health Pediatric Cardiovascular Research Center, Department of Pediatrics, Penn State Health Children's Hospital, Hershey, PA, USA
| | - Elizabeth Profeta
- Penn State Health Pediatric Cardiovascular Research Center, Department of Pediatrics, Penn State Health Children's Hospital, Hershey, PA, USA
| | - Shigang Wang
- Penn State Health Pediatric Cardiovascular Research Center, Department of Pediatrics, Penn State Health Children's Hospital, Hershey, PA, USA
| | - Christian O'Connor
- Penn State Health Pediatric Cardiovascular Research Center, Department of Pediatrics, Penn State Health Children's Hospital, Hershey, PA, USA
| | - Allen R Kunselman
- Penn State Health Pediatric Cardiovascular Research Center, Department of Pediatrics, Penn State Health Children's Hospital, Hershey, PA, USA.,Department of Public Health and Sciences, Penn State Health Children's Hospital, Hershey, PA, USA
| | - Karl Woitas
- Penn State Health Pediatric Cardiovascular Research Center, Department of Pediatrics, Penn State Health Children's Hospital, Hershey, PA, USA.,Heart and Vascular Institute, Penn State Milton S. Hershey Medical Center, Penn State College of Medicine, Penn State Health Children's Hospital, Hershey, PA, USA
| | - John L Myers
- Penn State Health Pediatric Cardiovascular Research Center, Department of Pediatrics, Penn State Health Children's Hospital, Hershey, PA, USA.,Department of Surgery, Penn State Health Children's Hospital, Hershey, PA, USA
| | - Akif Ündar
- Penn State Health Pediatric Cardiovascular Research Center, Department of Pediatrics, Penn State Health Children's Hospital, Hershey, PA, USA.,Department of Surgery, Penn State Health Children's Hospital, Hershey, PA, USA.,Department of Bioengineering, Penn State Health Children's Hospital, Hershey, PA, USA
| |
Collapse
|
25
|
Affiliation(s)
- P.P. Roeleveld
- Pediatric-intensivist, ECMO-director, Leiden University Medical Center; The Netherlands
| |
Collapse
|
26
|
Adversity in Neonates and Children with Pulmonary Artery Hypertension: The Role of ECMO. ASAIO J 2016; 62:637-638. [DOI: 10.1097/mat.0000000000000459] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
|