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Ushpol A, Je S, Christoff A, Nuthall G, Scholefield B, Morgan RW, Nadkarni V, Gangadharan S. Evaluating post-cardiac arrest blood pressure thresholds associated with neurologic outcome in children: Insights from the pediRES-Q database. Resuscitation 2025; 207:110468. [PMID: 39706470 DOI: 10.1016/j.resuscitation.2024.110468] [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: 10/17/2024] [Revised: 12/08/2024] [Accepted: 12/09/2024] [Indexed: 12/23/2024]
Abstract
BACKGROUND Current Pediatric Advanced Life Support Guidelines recommend maintaining blood pressure (BP) above the 5th percentile for age following return of spontaneous circulation (ROSC) after cardiac arrest (CA). Emerging evidence suggests that targeting higher thresholds, such as the 10th or 25th percentiles, may improve neurologic outcomes. We aimed to evaluate the association between post-ROSC BP thresholds and neurologic outcome, hypothesizing that maintaining mean arterial pressure (MAP) and systolic blood pressure (SBP) above these thresholds would be associated with improved outcomes at hospital discharge. METHODS This retrospective, multi-center, observational study analyzed data from the Pediatric Resuscitation Quality Collaborative (pediRES-Q). Children (<18 years) who achieved ROSC following index in-hospital or out-of-hospital cardiac arrest and survived ≥ 6 h were included. Multivariable logistic regression was preformed to analyze the association between the pre-defined BP thresholds (5th, 10th, and 25th percentiles) and favorable neurologic outcome, controlling for illness category (surgical-cardiac), initial rhythm (shockable), arrest time (weekend or night), age, CPR duration, and clustering by site. RESULTS There were 787 patients with evaluable MAP data and 711 patients with evaluable SBP data. Fifty-four percent (N = 424) of subjects with MAP data and 53 % (N = 380) with SBP data survived to hospital discharge with favorable neurologic outcome. MAP above the 5th, 10th, and 25th percentile thresholds was associated with significantly greater odds of favorable outcome compared to patients with MAP below target (aOR, 1.81 [95 % CI, 1.32, 2.50]; 1.50 [95 % CI, 1.10, 2.05]; 1.40 [95 % CI, 1.01, 1.94], respectively). Subjects with lowest SBP above the 5th percentile also had greater odds of favorable outcome (aOR, 1.44 [95 % CI, 1.04, 2.01]). Associations between lowest SBP above the 10th percentile and 25th percentile did not reach statistical significance (aOR 1.33 [95 % CI, 0.96, 1.86]; 1.23 [95 % CI, 0.87, 1.75], respectively). CONCLUSION After pediatric CA, maintaining MAP above the 5th, 10th, and 25th percentiles and SBP above the 5th percentile during the first 6 h following ROSC was significantly associated with improved neurologic outcomes.
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Affiliation(s)
- A Ushpol
- Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Pl, New York, NY, USA.
| | - S Je
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - A Christoff
- Pediatric Intensive Care Unit, The Children's Hospital at Westmead, Corner Hawkesbury Road and, Hainsworth St, Sydney, NSW 2145, Australia
| | - G Nuthall
- Department of Pediatric Critical Care, Starship Children's Hospital, 2 Park Road, Grafton, Auckland 1023, New Zealand
| | - B Scholefield
- University of Toronto, The Hospital for Sick Children, 555 University Ave, Toronto, ON MG5 1X8, Canada
| | - R W Morgan
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - V Nadkarni
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - S Gangadharan
- Department of Pediatrics, Division of Critical Care Medicine, Kravis Children's Hospital, Icahn School of Medicine at Mount Sinai, 1184 5th Ave, New York, NY 10029, USA
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Yu P, Foster S, Li X, Bhaskar P, Morriss M, Singh S, Burr T, Sirsi D, Raman L, Lasa JJ. The association between early hypotension and neurologic outcome after pediatric cardiac ECPR in children with cardiac disease. Resusc Plus 2024; 20:100808. [PMID: 39512525 PMCID: PMC11541672 DOI: 10.1016/j.resplu.2024.100808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 09/29/2024] [Accepted: 10/15/2024] [Indexed: 11/15/2024] Open
Abstract
Objective Explore the relationship between early hypotension after ECPR and survival to hospital discharge (SHD) with favorable neurologic outcome (FNO) in children with cardiac disease. Methods Retrospective cohort study of patients undergoing ECPR at a single center pediatric cardiac intensive care unit. Hypotension was defined as MAP < 5th percentile for age. Primary and secondary exposure variables were presence and burden of hypotension respectively, during the first 6 h after ECPR. Our primary outcome was SHD with FNO defined by Pediatric Cerebral Performance Category score of 1-3 or no change from baseline. Secondary outcomes included acute central nervous system (CNS) injury via neuroimaging and EEG. Univariate and multivariable logistic regression analyses were performed. Results We analyzed 82 index ECPR events from 2010 to 2022. Hypotension was observed for at least one MAP value in 36/82 (43.9%) of the cohort. The median [IQR] burden of hypotension was 0 [0,14.3]%. Patients with SHD with FNO had shorter CPR duration, lower number of epinephrine and calcium doses, and lower maximum lactate levels when compared to patients who died or had SHD without FNO. After controlling for potential confounders, there was no association between presence of hypotension or burden of hypotension and SHD, SHD with FNO, or acute CNS injury via neuroimaging and EEG. Conclusion In children with cardiac disease, there was no association between early hypotension after ECPR and SHD with FNO. Multicenter studies are needed to better understand how early hypotension after ECPR affects neurologic outcomes in children with cardiac disease.
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Affiliation(s)
- Priscilla Yu
- University of Texas Southwestern Medical Center, Dept of Pediatrics, Divisions of Cardiology, Dallas, TX, United States
- University of Texas Southwestern Medical Center, Dept of Pediatrics, Division of Critical Care Medicine, Dallas, TX, United States
| | - Sierra Foster
- University of Texas Southwestern Medical Center, Dept of Pediatrics, Division of Critical Care Medicine, Dallas, TX, United States
| | - Xilong Li
- University of Texas Southwestern Medical Center, DPeter O'Donnell Jr. School of Public Health, Dallas, TX, United States
| | - Priya Bhaskar
- University of Texas Southwestern Medical Center, Dept of Pediatrics, Divisions of Cardiology, Dallas, TX, United States
- University of Texas Southwestern Medical Center, Dept of Pediatrics, Division of Critical Care Medicine, Dallas, TX, United States
| | - Michael Morriss
- University of Texas Southwestern Medical Center, Department of Radiology, Division of Pediatric Radiology, Dallas, TX, United States
| | - Sumit Singh
- University of Texas Southwestern Medical Center, Department of Radiology, Division of Pediatric Radiology, Dallas, TX, United States
| | - Tyler Burr
- McLane Children’s Hospital, Department of Pediatrics, Temple, TX, United States
| | - Deepa Sirsi
- University of Texas Southwestern Medical Center, Dept of Pediatrics and Neurology, Dallas, TX, United States
| | - Lakshmi Raman
- University of Texas Southwestern Medical Center, Dept of Pediatrics, Division of Critical Care Medicine, Dallas, TX, United States
| | - Javier J. Lasa
- University of Texas Southwestern Medical Center, Dept of Pediatrics, Divisions of Cardiology, Dallas, TX, United States
- University of Texas Southwestern Medical Center, Dept of Pediatrics, Division of Critical Care Medicine, Dallas, TX, United States
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Liu R, Majumdar T, Gardner MM, Burnett R, Graham K, Beaulieu F, Sutton RM, Nadkarni VM, Berg RA, Morgan RW, Topjian AA, Kirschen MP. Association of Postarrest Hypotension Burden With Unfavorable Neurologic Outcome After Pediatric Cardiac Arrest. Crit Care Med 2024; 52:1402-1413. [PMID: 38832829 PMCID: PMC11326994 DOI: 10.1097/ccm.0000000000006339] [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: 06/06/2024]
Abstract
OBJECTIVE Quantify hypotension burden using high-resolution continuous arterial blood pressure (ABP) data and determine its association with outcome after pediatric cardiac arrest. DESIGN Retrospective observational study. SETTING Academic PICU. PATIENTS Children 18 years old or younger admitted with in-of-hospital or out-of-hospital cardiac arrest who had invasive ABP monitoring during postcardiac arrest care. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS High-resolution continuous ABP was analyzed up to 24 hours after the return of circulation (ROC). Hypotension burden was the time-normalized integral area between mean arterial pressure (MAP) and fifth percentile MAP for age. The primary outcome was unfavorable neurologic status (pediatric cerebral performance category ≥ 3 with change from baseline) at hospital discharge. Mann-Whitney U tests compared hypotension burden, duration, and magnitude between favorable and unfavorable patients. Multivariable logistic regression determined the association of unfavorable outcomes with hypotension burden, duration, and magnitude at various percentile thresholds from the 5th through 50th percentile for age. Of 140 patients (median age 53 [interquartile range 11-146] mo, 61% male); 63% had unfavorable outcomes. Monitoring duration was 21 (7-24) hours. Using a MAP threshold at the fifth percentile for age, the median hypotension burden was 0.01 (0-0.11) mm Hg-hours per hour, greater for patients with unfavorable compared with favorable outcomes (0 [0-0.02] vs. 0.02 [0-0.27] mm Hg-hr per hour, p < 0.001). Hypotension duration and magnitude were greater for unfavorable compared with favorable patients (0.03 [0-0.77] vs. 0.71 [0-5.01]%, p = 0.003; and 0.16 [0-1.99] vs. 2 [0-4.02] mm Hg, p = 0.001). On logistic regression, a 1-point increase in hypotension burden below the fifth percentile for age (equivalent to 1 mm Hg-hr of burden per hour of recording) was associated with increased odds of unfavorable outcome (adjusted odds ratio [aOR] 14.8; 95% CI, 1.1-200; p = 0.040). At MAP thresholds of 10th-50th percentiles for age, MAP burden below the threshold was greater in unfavorable compared with favorable patients in a dose-dependent manner. CONCLUSIONS High-resolution continuous ABP data can be used to quantify hypotension burden after pediatric cardiac arrest. The burden, duration, and magnitude of hypotension are associated with unfavorable neurologic outcomes.
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Affiliation(s)
- Raymond Liu
- Department of Pediatrics, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Tanmay Majumdar
- Department of Medicine, Drexel University College of Medicine, Philadelphia, PA
| | - Monique M Gardner
- Department of Pediatrics, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Ryan Burnett
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Kathryn Graham
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Forrest Beaulieu
- Department of Anesthesiology, Hospital of the University of Pennsylvania, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Robert M Sutton
- Department of Pediatrics, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Vinay M Nadkarni
- Department of Pediatrics, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Robert A Berg
- Department of Pediatrics, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Ryan W Morgan
- Department of Pediatrics, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Alexis A Topjian
- Department of Pediatrics, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Matthew P Kirschen
- Department of Pediatrics, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
- Department of Neurology, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
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Fowler JC, Morgan RW, O'Halloran A, Gardner MM, Appel S, Wolfe H, Kienzle MF, Raymond TT, Scholefield BR, Guerguerian AM, Bembea MM, Nadkarni V, Berg RA, Sutton R, Topjian AA. The impact of pediatric post-cardiac arrest care on survival: A multicenter review from the AHA get with the Guidelines®-resuscitation post-cardiac arrest care registry. Resuscitation 2024; 202:110301. [PMID: 39840934 DOI: 10.1016/j.resuscitation.2024.110301] [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] [Received: 04/01/2024] [Revised: 06/06/2024] [Accepted: 06/28/2024] [Indexed: 01/23/2025]
Abstract
AIM Adherence to post-cardiac arrest care (PCAC) recommendations is associated with improved outcomes for adults. We aimed to describe the survival impact of meeting American Heart Association (AHA) PCAC guidelines in children after cardiac arrest. METHODS We conducted a retrospective study using Get With The Guidelines® Resuscitation's (GWTG®-R) registry to describe the PCAC of patients ≤ 18 years old who suffered an in-hospital or out-of-hospital cardiac arrest (IHCA or OHCA). We evaluated the association between the absence of hypotension and fever in the initial 24 h following return of circulation (ROC) with survival to hospital discharge. We reviewed the utilization of monitoring/evaluation tools recommended in pediatric PCAC guidelines: electrocardiogram (ECG), electroencephalogram (EEG), and neuro-imaging. RESULTS We found 385 pediatric patients who suffered an IHCA or OHCA from 2015 through 2019 and survived at least 6 h post-ROC. Sixty-six percent of patients survived to hospital discharge. Following ROC, 56% of patients had EEG monitoring, 80% had an ECG performed, 47% had a head CT, and 26% had a cerebral MRI. In the initial 24 h post-ROC, 92% of patients did not have hypotension and 79% were afebrile. Patients without hypotension in the initial 24 h post-ROC had higher odds of survival to hospital discharge than those with hypotension (aOR 4.96; 95% CI 2.07, 11.90; p = 0.0003), adjusting for age and cardiac arrest location. Patients without hypotension and without fever in the initial 24 h post-ROC had higher odds of survival to hospital discharge compared to patients who had either hypotension or fever or both (aOR 1.98; 95% CI 1.06,3.71; p = 0.034). CONCLUSION In this retrospective multicenter registry study, absence of both post-cardiac arrest hypotension and fever were associated with increased odds of survival to hospital discharge. Further research is needed to understand the full impact of PCAC recommendation compliance on survival outcomes.
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Affiliation(s)
- Jessica C Fowler
- Department of Anesthesiology & Critical Care, Perelman School of Medicine at the University of Pennsylvania, Children's Hospital of Philadelphia 3401 Civic Center Blvd., Philadelphia, PA 19104, USA.
| | - Ryan W Morgan
- Department of Anesthesiology & Critical Care, Perelman School of Medicine at the University of Pennsylvania, Children's Hospital of Philadelphia 3401 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Amanda O'Halloran
- Department of Anesthesiology & Critical Care, Perelman School of Medicine at the University of Pennsylvania, Children's Hospital of Philadelphia 3401 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Monique M Gardner
- Department of Anesthesiology & Critical Care, Perelman School of Medicine at the University of Pennsylvania, Children's Hospital of Philadelphia 3401 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Scott Appel
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd. Building 421, Philadelphia, PA 19104, USA
| | - Heather Wolfe
- Department of Anesthesiology & Critical Care, Perelman School of Medicine at the University of Pennsylvania, Children's Hospital of Philadelphia 3401 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Martha F Kienzle
- Department of Anesthesiology & Critical Care, Perelman School of Medicine at the University of Pennsylvania, Children's Hospital of Philadelphia 3401 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Tia T Raymond
- Department of Pediatrics, Pediatric Cardiac Critical Care, Medical City Children's Hospital, 7777 Forest Lane, Dallas, TX 75230, USA
| | - Barnaby R Scholefield
- University of Toronto, The Hospital for Sick Children, 555 University Ave, Toronto, ON MG5 1X8, Canada
| | - Anne-Marie Guerguerian
- University of Toronto, The Hospital for Sick Children, 555 University Ave, Toronto, ON MG5 1X8, Canada
| | - Melania M Bembea
- Johns Hopkins University School of Medicine, Johns Hopkins Hospital, 1800 Orleans St. Baltimore, MD 21287, USA
| | - Vinay Nadkarni
- Department of Anesthesiology & Critical Care, Perelman School of Medicine at the University of Pennsylvania, Children's Hospital of Philadelphia 3401 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Robert A Berg
- Department of Anesthesiology & Critical Care, Perelman School of Medicine at the University of Pennsylvania, Children's Hospital of Philadelphia 3401 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Robert Sutton
- Department of Anesthesiology & Critical Care, Perelman School of Medicine at the University of Pennsylvania, Children's Hospital of Philadelphia 3401 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Alexis A Topjian
- Department of Anesthesiology & Critical Care, Perelman School of Medicine at the University of Pennsylvania, Children's Hospital of Philadelphia 3401 Civic Center Blvd., Philadelphia, PA 19104, USA
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Chang N, Poon D, Casazza M, Medrano A, Basnett K, Koilparampil L, Rasmussen L. Agreement between noninvasive oscillometric and invasive intra-arterial blood pressure in children with ruptured brain arteriovenous malformations. Clin Neurol Neurosurg 2024; 243:108363. [PMID: 38878643 DOI: 10.1016/j.clineuro.2024.108363] [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: 04/17/2024] [Revised: 05/29/2024] [Accepted: 05/30/2024] [Indexed: 07/14/2024]
Abstract
BACKGROUND Divergence between intra-arterial catheters blood pressure (ABP) and noninvasive oscillometry (NIBP) may affect the care of children with brain arteriovenous malformations (bAVMs). We described the agreement between ABP and NIBP in these children. METHODS We conducted a retrospective review of patients admitted to the pediatric intensive care unit between 2017 and 2023 with bAVM rupture. Paired ABP and NIBP measurements were collected. Bland-Altman analyses were used to assess agreement. Correlation analysis was conducted between higher ABP and divergence between systolic BP (SBP) measurements. Hypertension was defined as mean arterial pressure (MAP) exceeding age-based 95th percentile. RESULTS Thirty-four patients with 1901 BP pairs were observed. Bias overall was acceptable, but standard deviation (SD) was high. The best agreement of MAP was in non-hypertensive (bias 1.23 mmHg, SD 8.03 mmHg) and radial arterial catheters (bias 1.83 mmHg, SD 9.08 mmHg) subgroups. Bias for SBP was higher in hypertension (10.98 mmHg) and in infratentorial bAVMs (7.42 mmHg), suggesting poorer agreement in these subgroups. There were significant correlations between intra-arterial MAP and SBP divergence (R = +0.346, p<.001) and between intra-arterial SBP and SBP divergence (R = +0.677, p<.001), suggesting divergence widens with higher BP. Around 25 % of measurement pairs diverged to where one measurement crossed the clinical threshold for treatment, while the other did not, with ABP being more frequently higher than NIBP. CONCLUSIONS There is good agreement between ABP and NIBP, particularly in non-hypertensive ranges and with radial arterial catheters. Measurements, however, diverge in hypertension. Further research must define age-based thresholds, validate methods of BP measurement, and determine the effect of BP reduction on outcomes in these children.
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Affiliation(s)
- Nathan Chang
- Pediatric Critical Care and Pediatric Neurocritical Care, Lucile Packard Children's Hospital Stanford, Palo Alto, CA, USA.
| | - Diana Poon
- Pediatric Neurosurgery, Lucile Packard Children's Hospital Stanford, Palo Alto, CA, USA
| | - May Casazza
- Pediatric Neurosurgery and Pediatric Neurocritical Care, Lucile Packard Children's Hospital Stanford, Palo Alto, CA, USA
| | - Amanda Medrano
- Pediatric Critical Care, Lucile Packard Children's Hospital Stanford, Palo Alto, CA, USA
| | - Kaitlyn Basnett
- Pediatric Neurosurgery, Lucile Packard Children's Hospital Stanford, Palo Alto, CA, USA
| | - Lesley Koilparampil
- Pediatric Critical Care, Lucile Packard Children's Hospital Stanford, Palo Alto, CA, USA
| | - Lindsey Rasmussen
- Pediatric Critical Care and Pediatric Neurocritical Care, Lucile Packard Children's Hospital Stanford, Palo Alto, CA, USA
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Uber AM, Han J, Grimm P, Montez-Rath ME, Chaudhuri A. Defining systolic blood pressure normative values in hospitalized pediatric patients: a single center experience. Pediatr Res 2024; 95:1860-1867. [PMID: 38326477 DOI: 10.1038/s41390-024-03059-w] [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] [Received: 09/01/2023] [Revised: 12/12/2023] [Accepted: 01/15/2024] [Indexed: 02/09/2024]
Abstract
BACKGROUND Normative blood pressure (BP) values and definition of hypertension (HTN) in children in outpatient setting cannot be reliably used for inpatient therapy initiation. No normative exists to describe HTN in hospitalized pediatric populations. We aimed to study the prevalence of hypertension and produce normative BP values in hospitalized children. METHODS Cross sectional observational study of all children hospitalized on acute care floors, ≥2 and <18 years age, at Stanford Children's Hospital, from Jan-01-2014 to Dec-31-2018. Cohort included 7468 hospital encounters with a total of 118,423 automated, oscillometric, BPs measured in the upper extremity during a hospitalization of >24 hours. RESULTS Overall prevalence of HTN, defined by outpatient guidelines, was 12-48% in boys and 6-39% in girls, stage 1 systolic HTN in 12-38% of boys and 6-31% of girls, stage 2 systolic HTN in 3-10% of boys and 1-8% of girls. Centile curves were derived demonstrating overall higher BP reading for hospitalized patients compared to the outpatient setting. CONCLUSION Higher blood pressures are anticipated during hospitalization. Thresholds provided by the centile curves generated in this study may provide the clinician with some guidance on how to manage hospitalized pediatric patients based on clinical circumstances. IMPACT Hospitalized children have higher blood pressures compared to patients in the ambulatory setting, hence outpatient normative blood pressure values cannot be reliably used for inpatient therapy initiation. No normative exists to describe hypertension in hospitalized pediatric populations. The thresholds provided by the centile curves generated in this study may provide the clinician with some guidance on how to manage hospitalized pediatric patients based on clinical circumstances.
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Affiliation(s)
- Amanda M Uber
- Department of Nephrology, Primary Children's Hospital, University of Utah, Salt Lake City, UT, USA
| | - Jialin Han
- Department of Nephrology, Stanford University School of Medicine, Stanford, CA, USA
| | - Paul Grimm
- Department of Pediatrics (Nephrology), Stanford University School of Medicine, Stanford, CA, USA
| | - Maria E Montez-Rath
- Department of Nephrology, Stanford University School of Medicine, Stanford, CA, USA
| | - Abanti Chaudhuri
- Department of Pediatrics (Nephrology), Stanford University School of Medicine, Stanford, CA, USA.
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Shah N, Mathur S, Shanmugham P, Li X, Thiagarajan RR, Natarajan S, Raman L. Neurologic Statistical Prognostication and Risk Assessment for Kids on Extracorporeal Membrane Oxygenation-Neuro SPARK. ASAIO J 2024; 70:305-312. [PMID: 38557687 DOI: 10.1097/mat.0000000000002106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2024] Open
Abstract
This study presents Neuro-SPARK, the first scoring system developed to assess the risk of neurologic injury in pediatric and neonatal patients on extracorporeal membrane oxygenation (ECMO). Using the extracorporeal life support organization (ELSO) registry, we applied robust machine learning methodologies and clinical expertise to a 10 years dataset. We produced separate models for veno-venous (V-V ECMO) and veno-arterial (V-A ECMO) configurations due to their different risk factors and prevalence of neurologic injury. Our models identified 14 predictor variables for V-V ECMO and 20 for V-A ECMO, which demonstrated moderate accuracy in predicting neurologic injury as defined by the area under the receiver operating characteristic (AUROC) (V-V = 0.63, V-A = 0.64) and good calibration as measured by the Brier score (V-V = 0.1, V-A = 0.15). Furthermore, our post-hoc analysis identified high- and low-risk groups that may aid clinicians in targeted neuromonitoring and guide future research on ECMO-associated neurologic injury. Despite the inherent limitations, Neuro-SPARK lays the foundation for a risk-assessment tool for neurologic injury in ECMO patients, with potential implications for improved patient outcomes.
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Affiliation(s)
- Neel Shah
- From the Department of Pediatrics, Washington University in St. Louis, St. Louis, Missouri
| | - Saurabh Mathur
- Department of Computer Science, University of Texas at Dallas, Richardson, Texas
| | | | - Xilong Li
- Department of Population and Data Science, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Ravi R Thiagarajan
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts
| | - Sriraam Natarajan
- Department of Computer Science, University of Texas at Dallas, Richardson, Texas
| | - Lakshmi Raman
- Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, Texas
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8
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Ushpol A, Je S, Niles D, Majmudar T, Kirschen M, Del Castillo J, Buysse C, Topjian A, Nadkarni V, Gangadharan S. Association of blood pressure with neurologic outcome at hospital discharge after pediatric cardiac arrest resuscitation. Resuscitation 2024; 194:110066. [PMID: 38056760 PMCID: PMC11024592 DOI: 10.1016/j.resuscitation.2023.110066] [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] [Received: 11/03/2023] [Accepted: 11/27/2023] [Indexed: 12/08/2023]
Abstract
BACKGROUND Poor outcomes are associated with post cardiac arrest blood pressures <5th percentile for age. We aimed to study the relationship of mean arterial pressure (MAP) with favorable neurologic outcome following cardiac arrest and return of spontaneous circulation (ROSC). METHODS This retrospective, multi-center, observational study analyzed data from the Pediatric Resuscitation Quality Collaborative (pediRES-Q). Children (<18 years) who achieved ROSC following index in-hospital or out-of-hospital cardiac arrest and survived ≥6 hours were included. Lowest documented MAP within the first 6 hours of ROSC was percentile adjusted for age and categorized into six groups - Group I: <5th, II: 5-24th, III: 25-49th, IV: 50-74th, V: 75-94th; and VI: 95-100th percentile. Primary outcome was favorable neurologic status at hospital discharge, defined as PCPC score 1, 2, or no change from pre-arrest baseline. Multivariable logistic regression was performed to analyze the association of MAP group with favorable outcome, controlling for illness category (surgical-cardiac), initial rhythm (shockable), arrest time (weekend or overnight), age, CPR duration, and clustering by site. RESULTS 787 patients were included: median [Q1,Q3] age 17.9 [4.8,90.6] months; male 58%; OHCA 21%; shockable rhythm 13%; CPR duration 7 [3,16] min; favorable neurologic outcome 54%. Median lowest documented MAP percentile for the favorable outcome group was 13 [3,43] versus 8 [1,37] for the unfavorable group. The distribution of blood pressures by MAP group was I: 37%, II: 28%, III: 13%, IV: 11%, V: 7%, and VI: 4%. Compared with patients in Group I (<5%ile), Groups II, III, and IV had higher odds of favorable outcome (aOR, 1.84 [95% CI, 1.24, 2.73]; 2.20 [95% CI, 1.32, 3.68]; 1.90 [95% CI, 1.12, 3.25]). There was no association between Groups V or VI and favorable outcome (aOR, 1.44 [95% CI, 0.75, 2.80]; 1.11 [95% CI, 0.47, 2.59]). CONCLUSION In the first 6-hours post-ROSC, a lowest documented MAP between the 5th-74th percentile for age was associated with favorable neurologic outcome compared to MAP <5th percentile for age.
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Affiliation(s)
- A Ushpol
- Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Pl, New York, NY 10029, USA.
| | - S Je
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - D Niles
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - T Majmudar
- Drexel University College of Medicine, 2900 W Queen Ln, Philadelphia, PA 19129, USA
| | - M Kirschen
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - J Del Castillo
- Unidad de Cuidados Intensivos Pediátricos, Hospital General Universitario Gregorio Marañón, C. del Dr. Esquerdo, 46, 28007 Madrid, Spain
| | - C Buysse
- Intensive Care and Department of Pediatric Surgery, Erasmus MC Sophia Children's Hospital, Wytemaweg 80, 3015 CN Rotterdam, The Netherlands
| | - A Topjian
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - V Nadkarni
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - S Gangadharan
- Department of Pediatrics, Division of Critical Care Medicine, Kravis Children's Hospital, Icahn School of Medicine at Mount Sinai, 1184 5th Ave, New York, NY 10029, USA
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9
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Gardner MM, Wang Y, Himebauch AS, Conlon TW, Graham K, Morgan RW, Feng R, Berg RA, Yehya N, Mercer-Rosa L, Topjian AA. Impaired echocardiographic left ventricular global longitudinal strain after pediatric cardiac arrest children is associated with mortality. Resuscitation 2023; 191:109936. [PMID: 37574003 PMCID: PMC10802989 DOI: 10.1016/j.resuscitation.2023.109936] [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] [Received: 05/17/2023] [Revised: 07/17/2023] [Accepted: 08/06/2023] [Indexed: 08/15/2023]
Abstract
BACKGROUND Global longitudinal strain (GLS) is an echocardiographic method to identify left ventricular (LV) dysfunction after cardiac arrest that is less sensitive to loading conditions. We aimed to identify the frequency of impaired GLS following pediatric cardiac arrest, and its association with hospital mortality. METHODS This is a retrospective single-center cohort study of children <18 years of age treated in the pediatric intensive care unit (PICU) after in- or out-of-hospital cardiac arrest (IHCA and OHCA), with echocardiogram performed within 24 hours of initiation of post-arrest PICU care between 2013 and 2020. Patients with congenital heart disease, post-arrest extracorporeal support, or inability to measure GLS were excluded. Echocardiographic LV ejection fraction (EF) and shortening fraction (SF) were abstracted from the chart. GLS was measured post hoc; impaired strain was defined as LV GLS ≥ 2 SD worse than age-dependent normative values. Demographics and pre-arrest, arrest, and post-arrest characteristics were compared between subjects with normal versus impaired GLS. Correlation between GLS, SF and EF were calculated with Pearson comparison. Logistic regression tested the association of GLS with mortality. Area under the receiver operator curve (AUROC) was calculated for discriminative utility of GLS, EF, and SF with mortality. RESULTS GLS was measured in 124 subjects; impaired GLS was present in 46 (37.1%). Subjects with impaired GLS were older (median 7.9 vs. 1.9 years, p < 0.001), more likely to have ventricular tachycardia/fibrillation as initial rhythm (19.6% versus 3.8%, p = 0.017) and had higher peak troponin levels in the first 24 hours post-arrest (median 2.5 vs. 0.5, p = 0.002). There were no differences between arrest location or CPR duration by GLS groups. Subjects with impaired GLS compared to normal GLS had lower median EF (42.6% versus 62.3%) and median SF (23.3% versus 36.6%), all p < 0.001, with strong inverse correlation between GLS and EF (rho -0.76, p < 0.001) and SF (rho -0.71, p < 0.001). Patients with impaired GLS had higher rates of mortality (60% vs. 32%, p = 0.009). GLS was associated with mortality when controlling for age and initial rhythm [aOR 1.17 per 1% increase in GLS (95% CI 1.09-1.26), p < 0.001]. GLS, EF and SF had similar discrimination for mortality: GLS AUROC 0.69 (95% CI 0.60-0.79); EF AUROC 0.71 (95% CI 0.58-0.88); SF AUROC 0.71 (95% CI 0.61-0.82), p = 0.101. CONCLUSIONS Impaired LV function as measured by GLS after pediatric cardiac arrest is associated with hospital mortality. GLS is a novel complementary metric to traditional post-arrest echocardiography that correlates strongly with EF and SF and is associated with mortality. Future large prospective studies of post-cardiac arrest care should investigate the prognostic utilities of GLS, alongside SF and EF.
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Affiliation(s)
- Monique M Gardner
- Division of Cardiac Critical Care Medicine, Department of Anesthesiology and Critical Care, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States.
| | - Yan Wang
- Division of Cardiology, Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | - Adam S Himebauch
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care, Perelman School of Medicine at the University of Pennsylvania, United States
| | - Thomas W Conlon
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care, Perelman School of Medicine at the University of Pennsylvania, United States
| | - Kathryn Graham
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care, Perelman School of Medicine at the University of Pennsylvania, United States
| | - Ryan W Morgan
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care, Perelman School of Medicine at the University of Pennsylvania, United States
| | - Rui Feng
- Department of Biostatistics and Epidemiology, the Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | - Robert A Berg
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care, Perelman School of Medicine at the University of Pennsylvania, United States
| | - Nadir Yehya
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care, Perelman School of Medicine at the University of Pennsylvania, United States
| | - Laura Mercer-Rosa
- Division of Cardiology, Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | - Alexis A Topjian
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care, Perelman School of Medicine at the University of Pennsylvania, United States
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10
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Ravid Tannenbaum N, Gottesman O, Assadi A, Mazwi M, Shalit U, Eytan D. iCVS-Inferring Cardio-Vascular hidden States from physiological signals available at the bedside. PLoS Comput Biol 2023; 19:e1010835. [PMID: 37669284 PMCID: PMC10503777 DOI: 10.1371/journal.pcbi.1010835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 09/15/2023] [Accepted: 07/20/2023] [Indexed: 09/07/2023] Open
Abstract
Intensive care medicine is complex and resource-demanding. A critical and common challenge lies in inferring the underlying physiological state of a patient from partially observed data. Specifically for the cardiovascular system, clinicians use observables such as heart rate, arterial and venous blood pressures, as well as findings from the physical examination and ancillary tests to formulate a mental model and estimate hidden variables such as cardiac output, vascular resistance, filling pressures and volumes, and autonomic tone. Then, they use this mental model to derive the causes for instability and choose appropriate interventions. Not only this is a very hard problem due to the nature of the signals, but it also requires expertise and a clinician's ongoing presence at the bedside. Clinical decision support tools based on mechanistic dynamical models offer an appealing solution due to their inherent explainability, corollaries to the clinical mental process, and predictive power. With a translational motivation in mind, we developed iCVS: a simple, with high explanatory power, dynamical mechanistic model to infer hidden cardiovascular states. Full model estimation requires no prior assumptions on physiological parameters except age and weight, and the only inputs are arterial and venous pressure waveforms. iCVS also considers autonomic and non-autonomic modulations. To gain more information without increasing model complexity, both slow and fast timescales of the blood pressure traces are exploited, while the main inference and dynamic evolution are at the longer, clinically relevant, timescale of minutes. iCVS is designed to allow bedside deployment at pediatric and adult intensive care units and for retrospective investigation of cardiovascular mechanisms underlying instability. In this paper, we describe iCVS and inference system in detail, and using a dataset of critically-ill children, we provide initial indications to its ability to identify bleeding, distributive states, and cardiac dysfunction, in isolation and in combination.
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Affiliation(s)
- Neta Ravid Tannenbaum
- Faculty of Data and Decision Science, Technion, Haifa Israel
- Faculty of Medicine, Technion, Haifa Israel
| | - Omer Gottesman
- Department of Computer Science, Brown University, Providence, Rhode Island, United States of America
| | - Azadeh Assadi
- Department of Critical Care Medicine, The Hospital for Sick Children, Toronto, Canada
- Department of Medicine, University of Toronto, Toronto, Canada
| | - Mjaye Mazwi
- Department of Critical Care Medicine, The Hospital for Sick Children, Toronto, Canada
- Department of Medicine, University of Toronto, Toronto, Canada
| | - Uri Shalit
- Faculty of Data and Decision Science, Technion, Haifa Israel
| | - Danny Eytan
- Faculty of Medicine, Technion, Haifa Israel
- Department of Critical Care Medicine, The Hospital for Sick Children, Toronto, Canada
- Pediatric Intensive Care Unit, Rambam Medical Center, Haifa Israel
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11
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Shah N, Li X, Shanmugham P, Fan E, Thiagarajan RR, Venkataraman R, Raman L. Early Changes in Arterial Partial Pressure of Carbon Dioxide and Blood Pressure After Starting Extracorporeal Membrane Oxygenation in Children: Extracorporeal Life Support Organization Database Study of Neurologic Complications. Pediatr Crit Care Med 2023; 24:541-550. [PMID: 36877009 DOI: 10.1097/pcc.0000000000003216] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/07/2023]
Abstract
OBJECTIVE Neurologic complications in pediatric patients supported by extracorporeal membrane oxygenation (ECMO) are common and lead to morbidity and mortality; however, few modifiable factors are known. DESIGN Retrospective study of the Extracorporeal Life Support Organization registry (2010-2019). SETTING Multicenter international database. PATIENTS Pediatric patients receiving ECMO (2010-2019) for all indications and any mode of support. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We investigated if early relative change in Pa co2 or mean arterial blood pressure (MAP) soon after starting ECMO was associated with neurologic complications. The primary outcome of neurologic complications was defined as a report of seizures, central nervous system infarction or hemorrhage, or brain death. All-cause mortality (including brain death) was used as a secondary outcome.Out of 7,270 patients, 15.6% had neurologic complications. Neurologic complications increased when the relative Pa co2 decreased by greater than 50% (18.4%) or 30-50% (16.5%) versus those who had a minimal change (13.9%, p < 0.01 and p = 0.046). When the relative MAP increased greater than 50%, the rate of neurologic complications was 16.9% versus 13.1% those with minimal change ( p = 0.007). In a multivariable model adjusting for confounders, a relative decrease in Pa co2 greater than 30% was independently associated with greater odds of neurologic complication (odds ratio [OR], 1.25; 95% CI, 1.07-1.46; p = 0.005). Within this group, with a relative decrease in Pa co2 greater than 30%, the effects of increased relative MAP increased neurologic complications (0.05% per BP Percentile; 95% CI, 0.001-0.11; p = 0.05). CONCLUSIONS In pediatric patients, a large decrease in Pa co2 and increase in MAP following ECMO initiation are both associated with neurologic complications. Future research focusing on managing these issues carefully soon after ECMO deployment can potentially help to reduce neurologic complications.
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Affiliation(s)
- Neel Shah
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO
| | - Xilong Li
- Department of Population and Data Science, University of Texas Southwestern Medical Center, Dallas, TX
| | - Prashanth Shanmugham
- Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX
| | - Eddy Fan
- Interdepartmental Division of Critical Care Medicine, Toronto General Hospital, Toronto, ON, Canada
| | | | | | - Lakshmi Raman
- Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX
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12
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Thadani S, Fogarty T, Mottes T, Price JF, Srivaths P, Bell C, Akcan-Arikan A. Hemodynamic instability during connection to continuous kidney replacement therapy in critically ill pediatric patients. Pediatr Nephrol 2022; 37:2167-2177. [PMID: 35118547 DOI: 10.1007/s00467-022-05424-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 11/23/2021] [Accepted: 12/06/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Emerging data suggest evidence of organ hypoperfusion during continuous kidney replacement therapy (CKRT). To facilitate kidney and global recovery, we must understand the hemodynamic risks associated with CKRT. We aimed to investigate frequency of hemodynamic instability and association with patient outcomes in pediatric CKRT. METHODS In a single-center study of CKRT patients between September 2016 and October 2018, we collected hemodynamic data using archived high-resolution physiologic data before and after connection. Primary outcome was hypotension defined as ≥ 20% decrease in baseline mean arterial pressure (MAP) for ≥ 2 consecutive minutes in the 60 min following connection. Secondary outcomes were tachycardia (≥ 20% increase in heart rate (HR)) and hemodynamic interventions. RESULTS Seventy-one patients median age 54 months (IQR 7-144), weight 16.7 kg (IQR 8-41), on hemodiafiltration had 304 filter connections, 4 (IQR 1-7) filters per patient; the median duration of CKRT was 9 days (IQR 3-20). The most common CKRT indication was AKI with fluid overload (48/71, 69%). There were 78 (27%) hypotension and 42 (14%) tachycardia events; cumulative duration of hypotension was 14 min IQR (3-31.75). Teams provided intervention in 17/304 (6%) of connections. Pediatric Logistic Organ Dysfunction 2 was the only independent predictor of hypotension (aOR 2.12 (CI 1.02-4.41)). CONCLUSIONS One in four and one in six pediatric CKRT filter connections were complicated by hypotension and tachycardia, respectively. Higher illness severity at CKRT initiation was independently associated with hypotension. Impact of CKRT-associated hemodynamic instability on global patient outcomes requires further targeted study. A higher resolution version of the Graphical abstract is available as Supplementary information.
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Affiliation(s)
- Sameer Thadani
- Department of Pediatrics, Section of Critical Care Medicine, Baylor College of Medicine, Texas Children's Hospital, Houston, TX, USA.
| | - Thomas Fogarty
- Department of Pediatrics, Section of Critical Care Medicine, Baylor College of Medicine, Texas Children's Hospital, Houston, TX, USA
| | - Theresa Mottes
- Department of Pediatrics, Renal Section, Baylor College of Medicine, Texas Children's Hospital, Houston, TX, USA
| | - Jack F Price
- Section of Cardiology, Department of Pediatrics, Baylor College of Medicine, Texas Children's Hospital, Houston, TX, USA
| | - Poyyapakkam Srivaths
- Department of Pediatrics, Renal Section, Baylor College of Medicine, Texas Children's Hospital, Houston, TX, USA
| | - Cynthia Bell
- McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Ayse Akcan-Arikan
- Department of Pediatrics, Section of Critical Care Medicine, Baylor College of Medicine, Texas Children's Hospital, Houston, TX, USA
- Department of Pediatrics, Renal Section, Baylor College of Medicine, Texas Children's Hospital, Houston, TX, USA
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13
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Gonçalves-Ferri WA, Ferreira CHF, Albuquerque LMS, Silva JBC, Caixeta MV, Carmona F, Calixto C, Aragon DC, Crott G, Mussi-Pinhata MM, Roosch A, Sbragia L. Mild controlled hypothermia for necrotizing enterocolitis treatment to preterm neonates: low technology technique description and safety analysis. Eur J Pediatr 2022; 181:3511-3521. [PMID: 35840777 DOI: 10.1007/s00431-022-04558-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 06/22/2022] [Accepted: 07/04/2022] [Indexed: 11/03/2022]
Abstract
UNLABELLED We performed a quality improvement project to necrotizing enterocolitis (NEC) and published our results about the initiative in 2021. However, aspects on the safety of the cooling and how to do therapeutic hypothermia with low technology to preterm infants are not described in this previous reporter. Thus, we aim to describe the steps and management to apply hypothermia in preterm infants using low technology and present the safety aspects regarding the initiative. We performed a quality improvement project to NEC in a reference hospital for neonatology (intensive care unit). Forty-three preterm infants with NEC (modified Bell's stage II/III) were included: 19 in the control group (2015-2018) and 24 in the hypothermic group (2018-2020). The control group received standard treatments. The hypothermia group received standard treatment and underwent passive cooling (35.5 °C, used for 48 h after NEC diagnosis). We reported cooling safety to NEC, assessing hematological and gasometrical parameters, coagulation disorders, clinical instability, and neurological disorders. We described how to perform cooling to preterm infants using incubators' servo-control and the occurrence and management of dysthermia during the cooling. We turn-off the incubator and used the esophageal probe to monitor the temperature every 15 min; if the temperature dropped, the incubator was turned on with a rewarming speed of 0.5 °C/h. The participants' average weights and gestational ages were 1186 g and 32 weeks, respectively. There were no differences among hematological indices, serum parameters (sodium, potassium, creatinine, lactate, and bicarbonate), pH, pCO2, and pO2/FiO2 between the groups during treatment and after rewarming. We did not observe dysthermia, bradycardia, hemodynamic instability, apnea, seizure, bleeding, peri-intraventricular hemorrhage, or any alterations in ventilatory parameters due to the cooling technique in preterm babies. This simple technique was performed without intercurrences through a rigorous team evaluation, with a target cooling speed of 0.5 °C/h. The target temperature was successfully reached between the second and third hours of life with the incubator control in 21 children; ice bags were used in only three cases. The temperature was maintained at the expected level during the programmed cooling period. CONCLUSION Mild controlled hypothermia for preterm infants with NEC is safe. The cooling of preterm infants could be performed through passive methods, using the servo-control of the incubators for temperature management. WHAT IS KNOWN • Mild controlled hypothermia to NEC treatment is feasible and associated with a decrease in NEC surgery, short bowel, and death. • Mild controlled hypothermia to preterm is feasible and can be performed through low technology and passive cooling. WHAT IS NEW • Mild controlled hypothermia to preterm is safe and does not associate with safety adverse effects during and after the cooling. • Preterm infants can be cooled through passive methods by just using the servo control of the incubator, presenting acceptable temperature variance, without dysthermia, achieving and remaining at the target temperature with a proper cooling speed. Mild controlled temperature for preterm infants does not need an additional cooling device.
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Affiliation(s)
| | | | | | | | - Mariel Versiane Caixeta
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Fabio Carmona
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Cristina Calixto
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Davi Casale Aragon
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Gerson Crott
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Marisa M Mussi-Pinhata
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Anelise Roosch
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Lourenço Sbragia
- Surgery Department, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
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14
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Eisenberg MA, Riggs R, Paul R, Balamuth F, Richardson T, DeSouza HG, Abbadesa MK, DeMartini TK, Frizzola M, Lane R, Lloyd J, Melendez E, Patankar N, Rutman L, Sebring A, Timmons Z, Scott HF. Association Between the First-Hour Intravenous Fluid Volume and Mortality in Pediatric Septic Shock. Ann Emerg Med 2022; 80:213-224. [DOI: 10.1016/j.annemergmed.2022.04.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 03/25/2022] [Accepted: 04/07/2022] [Indexed: 12/20/2022]
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15
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Plasma Netrin-1 & cardiovascular risk in children with end stage renal disease. Int J Health Sci (Qassim) 2022. [DOI: 10.53730/ijhs.v6ns4.6105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Background: Cardiovascular disease (CVD) is the most common cause of mortality and morbidity in children with end stage kidney disease (ESKD) which arises from the interaction of several risk factors. The aim of the study is to assess CV risk of ESKD children and outline the impact of KTX on this CV risk. Also valuate the relation between plasma Netrin-1, chronic inflammatory markers and CV risk. Methods: Sixty ESKD (30 on regular hemodialysis (HD), 30 recipients of kidney transplant (KTX)) were assessed using 24 hour AMBP assessment, laboratory (including lipid profile and markers of chronic inflammation namely N/L and HsCRP) and echocardiographic data. Plasma netrin-1 was assessed by ELISA technique for all patients. Results: showed significant higher prevalence of hypertension, higher number of patients with 24hrs BP> 95th percentile by ABPM, more prevalence of nocturnal non-dipping BP, higher percentage of obese and overweight patients, worse biochemical analysis, higher chance of medical calcification by higher Po4 and Ca X Po4, higher triglyceride level and lower HDL level and higher N/L in HD than KTX group. Significant inverse relation was detected between plasma netrin 1 and Hs CRP and between netrin 1 and N/L (p<0.001).
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16
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Pienaar MA, Sempa JB, Luwes N, George EC, Brown SC. Development of artificial neural network models for paediatric critical illness in South Africa. Front Pediatr 2022; 10:1008840. [PMID: 36458145 PMCID: PMC9705750 DOI: 10.3389/fped.2022.1008840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 10/17/2022] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVES Failures in identification, resuscitation and appropriate referral have been identified as significant contributors to avoidable severity of illness and mortality in South African children. In this study, artificial neural network models were developed to predict a composite outcome of death before discharge from hospital or admission to the PICU. These models were compared to logistic regression and XGBoost models developed on the same data in cross-validation. DESIGN Prospective, analytical cohort study. SETTING A single centre tertiary hospital in South Africa providing acute paediatric services. PATIENTS Children, under the age of 13 years presenting to the Paediatric Referral Area for acute consultations. OUTCOMES Predictive models for a composite outcome of death before discharge from hospital or admission to the PICU. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS 765 patients were included in the data set with 116 instances (15.2%) of the study outcome. Models were developed on three sets of features. Two derived from sequential floating feature selection (one inclusive, one parsimonious) and one from the Akaike information criterion to yield 9 models. All developed models demonstrated good discrimination on cross-validation with mean ROC AUCs greater than 0.8 and mean PRC AUCs greater than 0.53. ANN1, developed on the inclusive feature-et demonstrated the best discrimination with a ROC AUC of 0.84 and a PRC AUC of 0.64 Model calibration was variable, with most models demonstrating weak calibration. Decision curve analysis demonstrated that all models were superior to baseline strategies, with ANN1 demonstrating the highest net benefit. CONCLUSIONS All models demonstrated satisfactory performance, with the best performing model in cross-validation being an ANN model. Given the good performance of less complex models, however, these models should also be considered, given their advantage in ease of implementation in practice. An internal validation study is now being conducted to further assess performance with a view to external validation.
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Affiliation(s)
- Michael A Pienaar
- Paediatric Critical Care Unit, Department of Paediatrics and Child Health, University of the Free State, Bloemfontein, South Africa
| | - Joseph B Sempa
- Department of Biostatistics, Faculty of Health Sciences, University of the Free State, Bloemfontein, South Africa
| | - Nicolaas Luwes
- Department of Electrical, Electronic and Computer Engineering, Faculty of Engineering, Built Environment and Information Technology, Central University of Technology, Bloemfontein, South Africa
| | - Elizabeth C George
- Medical Research Council Clinical Trials Unit, University College London, London, United Kingdom
| | - Stephen C Brown
- Paediatric Cardiology Unit, Department of Paediatrics and Child Health, University of the Free State, Bloemfontein, South Africa
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17
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Serum NT-Pro-BNP versus Noninvasive Bedside Inotropic Index in Paediatric Shock: A Contest of Myocardial Performance in Response to Fluid Loading. Crit Care Res Pract 2021; 2021:7458186. [PMID: 34888103 PMCID: PMC8651364 DOI: 10.1155/2021/7458186] [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: 06/11/2021] [Revised: 10/19/2021] [Accepted: 11/17/2021] [Indexed: 11/17/2022] Open
Abstract
Background Mild elevation of serum amino-terminal pro-B-type natriuretic peptide (NT-pro-BNP) is associated with myocardial dysfunction. A significantly lower Smith-Madigan inotropic index (SMII) has been shown to accurately represent cardiac contractility among heart failure subjects. We aim to monitor the effect of fluid resuscitation on cardiac function among paediatric patients by measuring serum NT-pro-BNP and SMII. Methods This is an observational study on 70 paediatric shock patients. NT-pro-BNP and noninvasive bedside haemodynamic monitoring were done by using an ultrasonic cardiac output monitor (USCOM, USCOM, Sydney, Australia). The presence of cardiac diseases was excluded. SMII was obtained from the USCOM. An increase in the stroke volume index (SVI) of ≥15% indicates fluid responders. Measurements were taken before and after fluid loading. Results Preloading NT-pro-BNP and SMII category were significantly different between the fluid responsiveness group, p=0.001 and p=0.004, respectively. Higher median NT-pro-BNP (preloading NT-pro-BNP of 1175.00 (254.50-9965.00) ng/mL vs. 196.00 (65.00-509.00) ng/mL, p=0.002) was associated with fluid nonresponders (subjects >12 months old). Preloading NT-pro-BNP <242.5 ng/mL was associated with fluid responders (AUC: 0.768 (0.615-0.921), p=0.003), 82.1% sensitivity, and 68.7% specificity for subjects >12 years old. Delta NT-pro-BNP in fluid responders (15.00 (-16.00-950.00) ng/mL) did not differ from fluid nonresponders (505.00 (-797.00-1600.00) ng/mL), p=0.456. Postloading SMII >1.25 W·m-2 was associated with fluid responders (AUC: 0.683 (0.553-0.813), p = 0.011), 61.9% sensitivity, and 66.7% specificity, but not preloading SMII. Fluid responders had a higher mean postloading SMII compared to nonresponders (1.36 ± 0.38 vs. 1.10 ± 0.34, p=0.006). Conclusion Higher NT-pro-BNP and lower SMII in the absence of cardiac diseases were associated with poor response to fluid loading. The SMII is affected by low preload conditions.
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18
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Barreto JA, Weiss NS, Nielsen KR, Farris R, Roberts JS. Hyperoxia after pediatric cardiac arrest: Association with survival and neurological outcomes. Resuscitation 2021; 171:8-14. [PMID: 34906621 DOI: 10.1016/j.resuscitation.2021.12.003] [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: 10/07/2021] [Revised: 12/02/2021] [Accepted: 12/06/2021] [Indexed: 11/18/2022]
Abstract
OBJECTIVE To evaluate the association between hyperoxia in the first 24 hours after in-hospital pediatric cardiac arrest and mortality and poor neurological outcome. METHODS This is a retrospective cohort study of inpatients in a freestanding children's hospital. We included all patients younger than 18 years of age with in-hospital cardiac arrest between December 2012 and December 2019, who achieved return of circulation (ROC) for longer than 20 minutes, survived at least 24 hours after cardiac arrest, and had documented PaO2 or SpO2 during the first 24 hours after ROC. Hyperoxia was defined as having at least one level of PaO2 above 200 mmHg in the first 24 hours after cardiac arrest. RESULTS There were 187 patients who met eligibility criteria, of whom 48% had hyperoxia during the first 24 hours after cardiac arrest. In-hospital mortality was 41%, with similar mortality between oxygenation groups (hyperoxia 45% vs no hyperoxia 38%). We did not observe an association between hyperoxia and in-hospital mortality or poor neurological outcome after adjusting for confounders (odds ratio 1.2, 95% confidence interval 0.5-2.8). On sensitivity analysis using two additional cutoffs of PaO2 (>150 mmHg and > 300 mmHg), there was also no association with in-hospital mortality or poor neurological outcome after adjusting for confounders. Similarly, on multivariable logistic regression using SpO2 > 99% as the exposure, there was no difference in the frequency of death or poor neurological outcome at hospital discharge. CONCLUSION Hyperoxia after pediatric cardiac arrest was common and was not associated with worse in-hospital outcomes.
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Affiliation(s)
- Jessica A Barreto
- Department of Cardiology, Boston Children's Hospital, Department of Pediatrics, Harvard Medical School, Boston, MA, United States.
| | - Noel S Weiss
- Department of Epidemiology, University of Washington, Seattle, WA, United States.
| | - Katie R Nielsen
- Department of Pediatrics, Division of Critical Care Medicine, Seattle Children's Hospital, University of Washington School of Medicine, Seattle, WA, United States.
| | - Reid Farris
- Department of Pediatrics, Division of Critical Care Medicine, Seattle Children's Hospital, University of Washington School of Medicine, Seattle, WA, United States.
| | - Joan S Roberts
- Department of Pediatrics, Division of Critical Care Medicine, Seattle Children's Hospital, University of Washington School of Medicine, Seattle, WA, United States.
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Deviations from NIRS-derived optimal blood pressure are associated with worse outcomes after pediatric cardiac arrest. Resuscitation 2021; 168:110-118. [PMID: 34600027 DOI: 10.1016/j.resuscitation.2021.09.023] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 09/17/2021] [Accepted: 09/20/2021] [Indexed: 12/20/2022]
Abstract
AIM Evaluate cerebrovascular autoregulation (CAR) using near-infrared spectroscopy (NIRS) after pediatric cardiac arrest and determine if deviations from CAR-derived optimal mean arterial pressure (MAPopt) are associated with outcomes. METHODS CAR was quantified by a moving, linear correlation between time-synchronized mean arterial pressure (MAP) and regional cerebral oxygenation, called cerebral oximetry index (COx). MAPopt was calculated using a multi-window weighted algorithm. We calculated burden (magnitude and duration) of MAP less than 5 mmHg below MAPopt (MAPopt - 5), as the area between MAP and MAPopt - 5 curves using numerical integration and normalized as percentage of monitoring duration. Unfavorable outcome was defined as death or pediatric cerebral performance category (PCPC) at hospital discharge ≥3 with ≥1 change from baseline. Univariate logistic regression tested association between burden of MAP less than MAPopt - 5 and outcome. RESULTS Thirty-four children (median age 2.9 [IQR 1.5,13.4] years) were evaluated. Median COx in the first 24 h post-cardiac arrest was 0.06 [0,0.20]; patients spent 27% [19,43] of monitored time with COx ≥ 0.3. Patients with an unfavorable outcome (n = 24) had a greater difference between MAP and MAPopt - 5 (13 [11,19] vs. 9 [8,10] mmHg, p = 0.01) and spent more time with MAP below MAPopt - 5 (38% [26,61] vs. 24% [14,28], p = 0.03). Patients with unfavorable outcome had a higher burden of MAP less than MAPopt - 5 than patients with favorable outcome in the first 24 h post-arrest (187 [107,316] vs. 62 [43,102] mmHg × Min/Hr; OR 4.93 [95% CI 1.16-51.78]). CONCLUSIONS Greater burden of MAP below NIRS-derived MAPopt - 5 during the first 24 h after cardiac arrest was associated with unfavorable outcomes.
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