127 results on '"Zuppa AF"'
Search Results
2. Critical care for pediatric asthma: wide care variability and challenges for study.
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Bratton SL, Newth CJ, Zuppa AF, Moler FW, Meert KL, Berg RA, Berger J, Wessel D, Pollack M, Harrison R, Carcillo JA, Shanley TP, Liu T, Holubkov R, Dean JM, Nicholson CE, the Eunice Kennedy Shriver National Institute of Child Health and Human Development Collaborative Pediatric, Bratton, Susan L, Newth, Christopher J L, and Zuppa, Athena F
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- 2012
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3. Population pharmacokinetics of ketorolac in neonates and young infants.
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Zuppa AF, Mondick JT, Davis L, and Cohen D
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- 2009
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4. Drug utilization in the pediatric intensive care unit: monitoring prescribing trends and establishing prioritization of pharmacotherapeutic evaluation of critically ill children.
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Zuppa AF, Adamson PC, Mondick JT, Davis LA, Maka DA, Narayan M, Nicholson C, Patel D, Collison KR, and Barrett JS
- Abstract
The primary objective of this study was to characterize the drug exposure for children hospitalized in the authors' institution's pediatric intensive care unit for the year 2002. Secondary objectives included the examination of drug utilization differences among various age criteria and the suitability of the most prevalent resources for pediatric dosing guidance. Many of the most commonly prescribed agents in the pediatric intensive care unit fall into the broad categories of pain management/sedation and anti-infectives. Based on the generally narrow windows afforded by each of these drug classes, it is obvious that more, well-defined investigations in critically ill children are warranted. The existing dosing guidance for many of these agents is neither generalizable nor sufficient to accommodate the diversity in pediatric intensive care unit patients, and the current drug monographs fall short of any practical dosing information. [ABSTRACT FROM AUTHOR]
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- 2005
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5. The effect of a thyroid hormone infusion on vasopressor support in critically ill children with cessation of neurologic function.
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Zuppa AF, Nadkarni V, Davis L, Adamson PC, Helfaer MA, Elliott MR, Abrams J, Durbin D, Zuppa, Athena F, Nadkarni, Vinay, Davis, Lauren, Adamson, Peter C, Helfaer, Mark A, Elliott, Michael R, Abrams, John, and Durbin, Dennis
- Abstract
Objective: To determine the impact of a thyroid hormone infusion (T4) on the vasopressor requirements in children with cessation of neurologic function (i.e., brain death) during evaluation for organ recoveryDesign: Retrospective cohort study.Setting: The 1998-2002 database of a regional organ recovery program.Patients: Children =18 yrs with cessation of neurologic function during evaluation for organ recovery (n = 171) were included. The treated group (n = 91) received a weight-based bolus and continuous infusion of T4 according to the organ procurement agency protocol. All other children (n = 80) were considered untreated.Interventions: T4 was administered at the clinician's discretion. All children (treated and untreated) had identical goals for fluids, blood pressure, and organ function criteria. Vasopressor score ([dopamine x 1] + [dobutamine x 1] + [epinephrine x 100] + [norepinephrine x 100] + [phenylephrine x 100]) at the time of the program's involvement (T0) and at organ recovery (TOR) were recorded. The Wilcoxon rank sum and Student's two-sample t-test were used to compare the average vasopressor score at T0 vs. TOR. The Wilcoxon signed rank test was used to analyze the difference in median vasopressor score at T0 vs. TOR. Multivariable linear regression was used to assess the impact of T4 on the ability to wean vasopressor support while accounting for the effects of several potential confounders.Measurements and Main Results: One hundred seventy-one subjects were included in the final analysis. T4 administration was associated with an unadjusted decrease in the vasopressor score of 32 (95% confidence interval, 12-53; p = .002). After adjusting for steroid administration, fluid balance, and baseline vasopressor score, T4 administration was associated with a decrease in vasopressor score of 24 (95% confidence interval, 6-43; p = .011).Conclusions: T4 reduced vasopressor needs in children with cessation of neurologic function and hemodynamic instability. A prospective study of T4 in critically ill and hemodynamically unstable children appears warranted. [ABSTRACT FROM AUTHOR]- Published
- 2004
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6. IMPACT OF ABCC8 AND TRPM4 GENETIC VARIATION IN CENTRAL NERVOUS SYSTEM DYSFUNCTION ASSOCIATED WITH PEDIATRIC SEPSIS.
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Kernan KF, Adkins A, Jha RM, Kochanek PM, Carcillo JA, Berg RA, Wessel D, Pollack MM, Meert K, Hall M, Newth C, Lin JC, Doctor A, Cornell T, Harrison RE, Zuppa AF, Notterman DA, and Aneja RK
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- Humans, Male, Female, Child, Child, Preschool, Infant, Adolescent, Central Nervous System Diseases genetics, TRPM Cation Channels genetics, Sepsis genetics, Sepsis complications, Sulfonylurea Receptors genetics, Genetic Variation
- Abstract
Abstract: Background: Sepsis-associated brain injury is associated with deterioration of mental status, persistent cognitive impairment, and morbidity. The SUR1/TRPM4 channel is a nonselective cation channel that is transcriptionally upregulated in the central nervous system with injury, allowing sodium influx, depolarization, cellular swelling, and secondary injury. We hypothesized that genetic variation in ABCC8 (SUR1 gene) and TRPM4 would associate with central nervous system dysfunction in severe pediatric sepsis. Methods: 326 children with severe sepsis underwent whole exome sequencing in an observational cohort. We compared children with and without central nervous system dysfunction (Glasgow Coma Scale <12) to assess for associations with clinical characteristics and pooled rare variants in ABCC8 and TRPM4. Sites of variation were mapped onto protein structure and assessed for phenotypic impact. Results: Pooled rare variants in either ABCC8 or TRPM4 associated with decreased odds of central nervous system dysfunction in severe pediatric sepsis (OR 0.14, 95% CI 0.003-0.87), P = 0.025). This association persisted following adjustment for race, organ failure, viral infection, and continuous renal replacement therapy (aOR 0.11, 95% CI 0.01-0.59, P = 0.038). Structural mapping showed that rare variants concentrated in the nucleotide-binding domains of ABCC8 and N-terminal melastatin homology region of TRPM4 . Conclusion : This study suggests a role for the ABCC8/TRPM4 channel in central nervous system dysfunction in severe pediatric sepsis. Although exploratory, the lack of therapies to prevent or mitigate central nervous system dysfunction in pediatric sepsis warrants further studies to clarify the mechanism and confirm the potential protective effect of these rare ABCC8/TRPM4 variants., Competing Interests: The remaining authors report no conflicts of interest., (Copyright © 2024 by the Shock Society.)
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- 2024
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7. The Nurse-Implemented Chronotherapeutic Bundle in Critically Ill Children, RESTORE Resilience (R 2 ): Pilot Testing in a Two-Phase Cohort Study, 2017-2021.
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Curley MAQ, Dawkins-Henry OS, Kalvas LB, Perry-Eaddy MA, Georgostathi G, Yuan I, Wypij D, Asaro LA, Zuppa AF, and Kudchadkar SR
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- Humans, Child, Pilot Projects, Child, Preschool, Male, Female, Adolescent, Infant, Respiration, Artificial nursing, Patient Care Bundles methods, Cohort Studies, Critical Illness nursing, Critical Illness therapy, Intensive Care Units, Pediatric organization & administration
- Abstract
Objectives: Pilot test the nurse-led chronotherapeutic bundle in critically ill children, RESTORE Resilience (R 2 )., Design: A two-phase cohort study was carried out from 2017 to 2021., Setting: Two similarly sized and organized PICUs in the United States., Patients: Children 6 months to 17 years old who were mechanically ventilated for acute respiratory failure., Interventions: R 2 seven-item chronotherapeutic bundle, including: 1) replication of child's pre-hospital daily routine (i.e., sleep/wake, feeding, activity patterns); 2) cycled day-night light/sound modulation; 3) minimal effective sedation; 4) night fasting with bolus enteral daytime feedings; 5) early progressive mobility; 6) nursing care continuity; and 7) parent diaries., Measurements and Main Results: Children underwent environmental (light, sound) and patient (actigraphy, activity log, salivary melatonin, electroencephalogram) monitoring. Parents completed the Child's Daily Routine and Sleep Survey (CDRSS) and Family-Centered Care Scale. The primary outcome was post-extubation daytime activity consolidation (Daytime Activity Ratio Estimate [DARE]). Twenty baseline-phase (2017-2019) and 36 intervention-phase (2019-2021) participants were enrolled. During the intervention phase, nurses used the CDRSS to construct children's PICU schedules. Overall compliance with nurse-implemented R 2 elements 1-5 increased from 18% (interquartile range, 13-30%) at baseline to 63% (53-68%) during the intervention phase ( p < 0.001). Intervention participants were exposed to their pre-hospitalization daily routine ( p = 0.002), cycled day-night light/sound modulation ( p < 0.001), and early progressive mobility on more PICU days ( p = 0.02). Sedation target identification, enteral feeding schedules, and nursing care continuity did not differ between phases. Parent diaries were seldom used. DARE improved during the intervention phase and was higher pre-extubation (median 62% vs. 53%; p = 0.04) but not post-extubation (62% vs. 57%; p = 0.56)., Conclusions: In the PICU, implementation of an individualized nurse-implemented chronotherapeutic bundle is feasible. Children who received the R 2 bundle had increased pre-extubation daytime activity consolidation compared to children receiving usual care. Given variation in protocol adherence, further R 2 testing should include interprofessional collaboration, pragmatic trial design, and implementation science strategies., Competing Interests: Drs. Curley’s, Zuppa’s, and Kudchadkar’s institutions received funding from the Eunice Kennedy Shriver National Institute of Child Health and Human Development. Drs. Curley’s and Kalvas’s institutions received funding from the National Institute of Nursing Research. Dr. Kalvas’s institution received funding from the National Center for Advancing Translational Sciences. Drs. Curley, Kalvas, Perry-Eaddy, Wypij, Zuppa, and Kudchadkar received support for article research from the National Institutes of Health (NIH). Dr. Yuan received funding from Masimo; his institution received funding from Masimo. The remaining authors have disclosed that they do not have any potential conflicts of interest., (Copyright © 2024 by the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies.)
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- 2024
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8. Proteomic profiling of the local and systemic immune response to pediatric respiratory viral infections.
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Lydon E, Osborne CM, Wagner BD, Ambroggio L, Kirk Harris J, Reeder R, Carpenter TC, Maddux AB, Leroue MK, Yehya N, DeRisi JL, Hall MW, Zuppa AF, Carcillo J, Meert K, Sapru A, Pollack MM, McQuillen P, Notterman DA, Langelier CR, and Mourani PM
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Viral lower respiratory tract infection (vLRTI) is a leading cause of hospitalization and death in children worldwide. Despite this, no studies have employed proteomics to characterize host immune responses to severe pediatric vLRTI in both the lower airway and systemic circulation. To address this gap, gain insights into vLRTI pathophysiology, and test a novel diagnostic approach, we assayed 1,305 proteins in tracheal aspirate (TA) and plasma from 62 critically ill children using SomaScan. We performed differential expression (DE) and pathway analyses comparing vLRTI (n=40) to controls with non-infectious acute respiratory failure (n=22), developed a diagnostic classifier using LASSO regression, and analyzed matched TA and plasma samples. We further investigated the impact of viral load and bacterial coinfection on the proteome. The TA signature of vLRTI was characterized by 200 DE proteins (P
adj <0.05) with upregulation of interferons and T cell responses and downregulation of inflammation-modulating proteins including FABP and MIP-5. A nine-protein TA classifier achieved an AUC of 0.96 (95% CI 0.90-1.00) for identifying vLRTI. In plasma, the host response to vLRTI was more muted with 56 DE proteins. Correlation between TA and plasma was limited, although ISG15 was elevated in both compartments. In bacterial coinfection, we observed increases in the TNF-stimulated protein TSG-6, as well as CRP, and interferon-related proteins. Viral load correlated positively with interferon signaling and negatively with neutrophil-activation pathways. Taken together, our study provides fresh insight into the lower airway and systemic proteome of severe pediatric vLRTI, and identifies novel protein biomarkers with diagnostic potential., Competing Interests: DECLARATION OF INTERESTS The authors declare no conflicts of interest.- Published
- 2024
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9. Brief report: incidence and outcomes of pediatric tracheal intubation-associated cardiac arrests in the ICU-RESUS clinical trial.
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Nishisaki A, Reeder RW, McGovern EL, Ahmed T, Bell MJ, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Diddle W, Federman M, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Horvat CM, Huard LL, Maa T, Manga A, McQuillen P, Meert KL, Morgan RW, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Palmer CA, Sapru A, Schneiter C, Sharron MP, Srivastava N, Viteri S, Wessel D, Wolfe HA, Yates AR, Zuppa AF, Sutton RM, and Berg RA
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- Humans, Male, Female, Child, Preschool, Infant, Child, Incidence, Cardiopulmonary Resuscitation methods, Cardiopulmonary Resuscitation statistics & numerical data, Cardiopulmonary Resuscitation adverse effects, Intensive Care Units, Pediatric statistics & numerical data, Intensive Care Units, Pediatric organization & administration, Adolescent, Intubation, Intratracheal statistics & numerical data, Intubation, Intratracheal adverse effects, Intubation, Intratracheal methods, Heart Arrest therapy, Heart Arrest mortality, Heart Arrest epidemiology
- Abstract
Background: Tracheal intubation (TI)-associated cardiac arrest (TI-CA) occurs in 1.7% of pediatric ICU TIs. Our objective was to evaluate resuscitation characteristics and outcomes between cardiac arrest patients with and without TI-CA., Methods: Secondary analysis of cardiac arrest patients in both ICU-RESUS trial and ancillary CPR-NOVA study. The primary exposure was TI-CA, defined as cardiac arrest occurred during TI procedure or within 20 min after endotracheal tube placement. The primary outcome was survival to hospital discharge with favorable neurological outcome (Pediatric Cerebral Performance Category score 1-3 or unchanged)., Results: Among 315 children with cardiac arrests, 48 (15.2%) met criteria for TI-CA. Pre-existing medical conditions were similar between groups. Pre-arrest non-invasive mechanical ventilation was more common among TI-CA patients (18/48, 37.5%) compared to non-TI-CA patients (35/267, 13.1%). In 48% (23/48), the TI-CA occurred within 20 min after intubation (i.e., not during intubation). Duration of CPR was longer in TI-CA patients (median 11.0 min, interquartile range [IQR]: 2.5, 35.5) than non-TI-CA patients (median 5.0 min, IQR 2.0, 21.0), p = 0.03. Return of spontaneous circulation occurred in 32/48 (66.7%) TI-CA versus 186/267 (69.7%) non-TI-CA, p = 0.73. Survival to hospital discharge with favorable neurological outcome occurred in 29/48 (60.4%) TI-CA versus 146/267 (54.7%) non-TI-CA, p = 0.53., Conclusions: Fifteen percent of these pediatric ICU cardiac arrests were associated with TI. Half of TI-CA occurred after endotracheal tube placement. While duration of CPR was longer in TI-CA patients, there were no differences in unadjusted outcomes following TI-CA versus non-TI-CA., Trial Registration: The ICU-RESUS (ClinicalTrials.gov Identifier: NCT02837497)., (© 2024. The Author(s).)
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- 2024
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10. Risk factors for prolonged infection and secondary infection in pediatric severe sepsis.
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Aldewereld Z, Connolly B, Banks RK, Reeder R, Holubkov R, Berg RA, Wessel D, Pollack MM, Meert K, Hall M, Newth C, Lin JC, Doctor A, Cornell T, Harrison RE, Zuppa AF, Dean JM, and Carcillo JA
- Abstract
Purpose: Sepsis causes significant worldwide morbidity and mortality. Inability to clear an infection and secondary infections are known complications in severe sepsis and likely result in worsened outcomes. We sought to characterize risk factors of these complications., Methods: We performed a secondary analysis of clinical data from 401 subjects enrolled in the PHENOtyping sepsis-induced Multiple organ failure Study. We examined factors associated with prolonged infection, defined as infection that continued to be identified 7 days or more from initial identification, and secondary infection, defined as new infections identified ≥ 3 days from presentation. Multivariable adjustment was performed to examine laboratory markers of immune depression, with immunocompromised and immunocompetent subjects analyzed separately., Results: Illness severity, immunocompromised status, invasive procedures, and site of infection were associated with secondary infection and/or prolonged infection. Persistent lymphopenia, defined as an absolute lymphocyte count (ALC) < 1000 cells/µL twice in the first five days, and persistent neutropenia, defined as absolute neutrophil count (ANC) < 1000 cells/µL twice in the first five days, were associated with secondary and prolonged infections. When adjusted in multivariable analysis, persistent lymphopenia remained associated with secondary infection in both immunocompromised (aOR = 14.19, 95% CI [2.69, 262.22] and immunocompetent subjects (aOR = 2.09, 95% CI [1.03, 4.17]). Persistent neutropenia was independently associated with secondary infection in immunocompromised subjects (aOR = 5.34, 95% CI [1.92, 15.84]). Secondary and prolonged infections were associated with worse outcomes, including death., Conclusions: Laboratory markers of immune suppression can be used to predict secondary infection. Lymphopenia is an independent risk factor in immunocompromised and immunocompetent patients for secondary infection., (© 2024. Springer-Verlag GmbH Germany, part of Springer Nature.)
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- 2024
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11. Population pharmacokinetic modelling and simulation of tranexamic acid in adult trauma patients.
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Stitt G, Spinella PC, Bochicchio GV, Roberts I, Downes KJ, and Zuppa AF
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- Humans, Adult, Male, Female, Middle Aged, Young Adult, Dose-Response Relationship, Drug, Hemorrhage drug therapy, Aged, Tranexamic Acid pharmacokinetics, Tranexamic Acid administration & dosage, Antifibrinolytic Agents pharmacokinetics, Antifibrinolytic Agents administration & dosage, Models, Biological, Wounds and Injuries drug therapy, Computer Simulation
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Aims: The aim of this study is to describe the disposition of tranexamic acid (TXA) in adult trauma patients and derive a dosing regimen that optimizes exposure based on a predefined exposure target., Methods: We performed a population pharmacokinetic (popPK) analysis of participants enrolled in the Tranexamic Acid Mechanisms and Pharmacokinetics in Traumatic Injury (TAMPITI) trial (≥18 years with traumatic injury, given ≥1 blood product and/or requiring immediate transfer to the operating room) who were randomized to a single dose of either 2 or 4 g of TXA ≤2 h from time of injury. PopPK analysis was conducted using nonlinear mixed-effects modelling (NONMEM). Simulations were then performed using the final model to generate estimated plasma TXA concentrations in 1000 simulated participants. Dosing schemes were evaluated to determine maintenance of TXA plasma concentrations >10 mg/L for ≥8 h after administration of the initial dose., Results: TXA PK was best described by a two-compartment model with proportional residual error and allometric scaling on all parameters. Platelet count, skeletal muscle oxygen saturation measured by near-infrared spectroscopy and interleukin-8 concentration were significant covariates on TXA clearance. Based on simulations, a 2 g IV bolus dose, repeated 3 h later, best achieved the target exposure., Conclusions: According to simulations from a popPK model of TXA, a 2 g IV bolus with a repeated dose 3 h later would be most likely to maintain concentrations >10 mg/L for 8 h in >95% of adult trauma patients and should be considered for patients with ongoing haemorrhage., (© 2024 The Authors. British Journal of Clinical Pharmacology published by John Wiley & Sons Ltd on behalf of British Pharmacological Society.)
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- 2024
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12. Early bolus epinephrine administration during pediatric cardiopulmonary resuscitation for bradycardia with poor perfusion: an ICU-resuscitation study.
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O'Halloran AJ, Reeder RW, Berg RA, Ahmed T, Bell MJ, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Dean JM, Diddle JW, Federman M, Fernandez R, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Horvat CM, Huard LL, Kienzle MF, Kilbaugh TJ, Maa T, Manga A, McQuillen PS, Meert KL, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Tilford B, Topjian AA, Viteri S, Wessel D, Wolfe HA, Yates AR, Zuppa AF, Sutton RM, and Morgan RW
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- Humans, Male, Female, Child, Preschool, Child, Infant, Adolescent, Intensive Care Units statistics & numerical data, Intensive Care Units organization & administration, Epinephrine administration & dosage, Epinephrine therapeutic use, Cardiopulmonary Resuscitation methods, Cardiopulmonary Resuscitation statistics & numerical data, Bradycardia drug therapy, Bradycardia therapy
- Abstract
Background: Half of pediatric in-hospital cardiopulmonary resuscitation (CPR) events have an initial rhythm of non-pulseless bradycardia with poor perfusion. Our study objectives were to leverage granular data from the ICU-RESUScitation (ICU-RESUS) trial to: (1) determine the association of early epinephrine administration with survival outcomes in children receiving CPR for bradycardia with poor perfusion; and (2) describe the incidence and time course of the development of pulselessness., Methods: Prespecified secondary analysis of ICU-RESUS, a multicenter cluster randomized trial of children (< 19 years) receiving CPR in 18 intensive care units in the United States. Index events (October 2016-March 2021) lasting ≥ 2 min with a documented initial rhythm of bradycardia with poor perfusion were included. Associations between early epinephrine (first 2 min of CPR) and outcomes were evaluated with Poisson multivariable regression controlling for a priori pre-arrest characteristics. Among patients with arterial lines, intra-arrest blood pressure waveforms were reviewed to determine presence of a pulse during CPR interruptions. The temporal nature of progression to pulselessness was described and outcomes were compared between patients according to subsequent pulselessness status., Results: Of 452 eligible subjects, 322 (71%) received early epinephrine. The early epinephrine group had higher pre-arrest severity of illness and vasoactive-inotrope scores. Early epinephrine was not associated with survival to discharge (aRR 0.97, 95%CI 0.82, 1.14) or survival with favorable neurologic outcome (aRR 0.99, 95%CI 0.82, 1.18). Among 186 patients with invasive blood pressure waveforms, 118 (63%) had at least 1 period of pulselessness during the first 10 min of CPR; 86 (46%) by 2 min and 100 (54%) by 3 min. Sustained return of spontaneous circulation was highest after bradycardia with poor perfusion (84%) compared to bradycardia with poor perfusion progressing to pulselessness (43%) and bradycardia with poor perfusion progressing to pulselessness followed by return to bradycardia with poor perfusion (62%) (p < 0.001)., Conclusions: In this cohort of pediatric CPR events with an initial rhythm of bradycardia with poor perfusion, we failed to identify an association between early bolus epinephrine and outcomes when controlling for illness severity. Most children receiving CPR for bradycardia with poor perfusion developed subsequent pulselessness, 46% within 2 min of CPR onset., (© 2024. The Author(s).)
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- 2024
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13. Dysregulated STAT3 signaling and T cell immunometabolic dysfunction define a targetable, high mortality subphenotype of critically ill children.
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Lindell RB, Sayed S, Campos JS, Knight M, Mauracher AA, Hay CA, Conrey PE, Fitzgerald JC, Yehya N, Famularo ST, Arroyo T, Tustin R, Fazelinia H, Behrens EM, Teachey DT, Freeman AF, Bergerson JRE, Holland SM, Leiding JW, Weiss SL, Hall MW, Zuppa AF, Taylor DM, Feng R, Wherry EJ, Meyer NJ, and Henrickson SE
- Abstract
Sepsis is the leading cause of death of hospitalized children worldwide. Despite the established link between immune dysregulation and mortality in pediatric sepsis, it remains unclear which host immune factors contribute causally to adverse sepsis outcomes. Identifying modifiable pathobiology is an essential first step to successful translation of biologic insights into precision therapeutics. We designed a prospective, longitudinal cohort study of 88 critically ill pediatric patients with multiple organ dysfunction syndrome (MODS), including patients with and without sepsis, to define subphenotypes associated with targetable mechanisms of immune dysregulation. We first assessed plasma proteomic profiles and identified shared features of immune dysregulation in MODS patients with and without sepsis. We then employed consensus clustering to define three subphenotypes based on protein expression at disease onset and identified a strong association between subphenotype and clinical outcome. We next identified differences in immune cell frequency and activation state by MODS subphenotype and determined the association between hyperinflammatory pathway activation and cellular immunophenotype. Using single cell transcriptomics, we demonstrated STAT3 hyperactivation in lymphocytes from the sickest MODS subgroup and then identified an association between STAT3 hyperactivation and T cell immunometabolic dysregulation. Finally, we compared proteomics findings between patients with MODS and patients with inborn errors of immunity that amplify cytokine signaling pathways to further assess the impact of STAT3 hyperactivation in the most severe patients with MODS. Overall, these results identify a potentially pathologic and targetable role for STAT3 hyperactivation in a subset of pediatric patients with MODS who have high severity of illness and poor prognosis.
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- 2024
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14. Early Cardiac Arrest Hemodynamics, End-Tidal C o2 , and Outcome in Pediatric Extracorporeal Cardiopulmonary Resuscitation: Secondary Analysis of the ICU-RESUScitation Project Dataset (2016-2021).
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Yates AR, Naim MY, Reeder RW, Ahmed T, Banks RK, Bell MJ, Berg RA, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Dean JM, Diddle JW, Federman M, Fernandez R, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Horvat CM, Huard LL, Maa T, Manga A, McQuillen PS, Morgan RW, Mourani PM, Nadkarni VM, Notterman D, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Tilford B, Viteri S, Wessel D, Wolfe HA, Yeh J, Zuppa AF, Sutton RM, and Meert KL
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- Infant, Child, Humans, Carbon Dioxide, Hemodynamics, Intensive Care Units, Retrospective Studies, Cardiopulmonary Resuscitation methods, Heart Arrest therapy
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Objectives: Cannulation for extracorporeal membrane oxygenation during active extracorporeal cardiopulmonary resuscitation (ECPR) is a method to rescue patients refractory to standard resuscitation. We hypothesized that early arrest hemodynamics and end-tidal C o2 (ET co2 ) are associated with survival to hospital discharge with favorable neurologic outcome in pediatric ECPR patients., Design: Preplanned, secondary analysis of pediatric Utstein, hemodynamic, and ventilatory data in ECPR patients collected during the 2016-2021 Improving Outcomes from Pediatric Cardiac Arrest study; the ICU-RESUScitation Project (ICU-RESUS; NCT02837497)., Setting: Eighteen ICUs participated in ICU-RESUS., Patients: There were 97 ECPR patients with hemodynamic waveforms during cardiopulmonary resuscitation., Interventions: None., Measurements and Main Results: Overall, 71 of 97 patients (73%) were younger than 1 year old, 82 of 97 (85%) had congenital heart disease, and 62 of 97 (64%) were postoperative cardiac surgical patients. Forty of 97 patients (41%) survived with favorable neurologic outcome. We failed to find differences in diastolic or systolic blood pressure, proportion achieving age-based target diastolic or systolic blood pressure, or chest compression rate during the initial 10 minutes of CPR between patients who survived with favorable neurologic outcome and those who did not. Thirty-five patients had ET co2 data; of 17 survivors with favorable neurologic outcome, four of 17 (24%) had an average ET co2 less than 10 mm Hg and two (12%) had a maximum ET co2 less than 10 mm Hg during the initial 10 minutes of resuscitation., Conclusions: We did not identify an association between early hemodynamics achieved by high-quality CPR and survival to hospital discharge with favorable neurologic outcome after pediatric ECPR. Candidates for ECPR with ET co2 less than 10 mm Hg may survive with favorable neurologic outcome., Competing Interests: Drs. Yates’s, Naim’s, Reeder’s, Berg’s, Carpenter’s, Dean’s, Fink’s, Frazier’s, Hall’s, Manga’s, Mourani’s, Sapru’s, Wessel’s, Wolfe’s, Zuppa’s, and Meert’s institution received funding from the National Institutes of Health (NIH). Drs. Yates, Naim, Reeder, Banks, Berg, Carcillo, Carpenter, Dean, Fink, Franzon, Frazier, Freiss, Hall, Horvat, McQuillen, Mourani, Pollack, Sapru, Schneiter, Wessel, Zuppa, Sutton, and Meert received support for article research from the NIH. Drs. Banks’s, Carcillo’s, Horvat’s, Maa’s, McQuillen’s, Pollack’s, and Schneiter’s institutions received funding from the National Institute for Child Health and Human Development. Dr. Banks disclosed government work. Drs. Carcillo’s, Maa’s, and Sutton’s institutions received funding from the National Heart, Lung, and Blood Institute (NHLBI). Dr. Carcillo’s institution received funding from the National Institute for General Medical Sciences. Dr. Diddle disclosed that he is a consultant with Mallinckrodt Pharmaceuticals. Dr. Franzon received funding from Health Navigator Foundation; she disclosed that she is a site investigator for a multisite NIH funded project. Dr. Frazier’s institution received funding from the Neurocritical Care Society and the American Board of Pediatrics. Dr. Hall received funding from AbbVie, Kiadis, and the American Board of Pediatrics. Dr. Morgan’s institution received funding from the NHLBI (K23HL148541). Dr. Wolfe received funding from The Debriefing Academy. The remaining authors have disclosed that they do not have any potential conflicts of interest., (Copyright © 2024 by the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies.)
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- 2024
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15. Chest compressions for pediatric organized rhythms: A hemodynamic and outcomes analysis.
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Zinna SS, Morgan RW, Reeder RW, Ahmed T, Bell MJ, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Cooper KK, Michael Dean J, Wesley Diddle J, Federman M, Fernandez R, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Harding ML, Hehir DA, Horvat CM, Huard LL, Landis WP, Maa T, Manga A, McQuillen PS, Meert KL, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Tilford B, Viteri S, Wessel D, Wolfe HA, Yates AR, Zuppa AF, Berg RA, and Sutton RM
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- Child, Humans, Prospective Studies, Hemodynamics, Pressure, Cardiopulmonary Resuscitation methods, Heart Arrest therapy
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Aim: Pediatric cardiopulmonary resuscitation (CPR) guidelines recommend starting CPR for heart rates (HRs) less than 60 beats per minute (bpm) with poor perfusion. Objectives were to (1) compare HRs and arterial blood pressures (BPs) prior to CPR among patients with clinician-reported bradycardia with poor perfusion ("BRADY") vs. pulseless electrical activity (PEA); and (2) determine if hemodynamics prior to CPR are associated with outcomes., Methods and Results: Prospective observational cohort study performed as a secondary analysis of the ICU-RESUScitation trial (NCT028374497). Comparisons occurred (1) during the 15 seconds "immediately" prior to CPR and (2) over the two minutes prior to CPR, stratified by age (≤1 year, >1 year). Poisson regression models assessed associations between hemodynamics and outcomes. Primary outcome was return of spontaneous circulation (ROSC). Pre-CPR HRs were lower in BRADY vs. PEA (≤1 year: 63.8 [46.5, 87.0] min
-1 vs. 120 [93.2, 150.0], p < 0.001; >1 year: 67.4 [54.5, 87.0] min-1 vs. 100 [66.7, 120], p < 0.014). Pre-CPR pulse pressure was higher among BRADY vs. PEA (≤1 year (12.9 [9.0, 28.5] mmHg vs. 10.4 [6.1, 13.4] mmHg, p > 0.001). Pre-CPR pulse pressure ≥ 20 mmHg was associated with higher rates of ROSC among PEA (aRR 1.58 [CI95 1.07, 2.35], p = 0.022) and survival to hospital discharge with favorable neurologic outcome in both groups (BRADY: aRR 1.28 [CI95 1.01, 1.62], p = 0.040; PEA: aRR 1.94 [CI95 1.19, 3.16], p = 0.008). Pre-CPR HR ≥ 60 bpm was not associated with outcomes., Conclusions: Pulse pressure and HR are used clinically to differentiate BRADY from PEA. A pre-CPR pulse pressure >20 mmHg was associated with improved patient outcomes., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 Elsevier B.V. All rights reserved.)- Published
- 2024
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16. Viral Detection by Reverse Transcriptase Polymerase Chain Reaction in Upper Respiratory Tract and Metagenomic RNA Sequencing in Lower Respiratory Tract in Critically Ill Children With Suspected Lower Respiratory Tract Infection.
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Osborne CM, Langelier C, Kamm J, Williamson K, Ambroggio L, Reeder RW, Locandro C, Kirk Harris J, Wagner BD, Maddux AB, Caldera S, Lyden A, Soesanto V, Simões EAF, Leroue MK, Carpenter TC, Hall MW, Zuppa AF, Carcillo JA, Meert KL, Pollack MM, McQuillen PS, Notterman DA, DeRisi J, and Mourani PM
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- Child, Humans, Infant, Reverse Transcriptase Polymerase Chain Reaction, Prospective Studies, Nasopharynx, Sequence Analysis, RNA, Critical Illness, Respiratory Tract Infections diagnosis
- Abstract
Objectives: Viral lower respiratory tract infection (vLRTI) contributes to substantial morbidity and mortality in children. Diagnosis is typically confirmed by reverse transcriptase polymerase chain reaction (RT-PCR) of nasopharyngeal specimens in hospitalized patients; however, it is unknown whether nasopharyngeal detection accurately reflects presence of virus in the lower respiratory tract (LRT). This study evaluates agreement between viral detection from nasopharyngeal specimens by RT-PCR compared with metagenomic next-generation RNA sequencing (RNA-Seq) from tracheal aspirates (TAs)., Design: This is an analysis of of a seven-center prospective cohort study., Setting: Seven PICUs within academic children's hospitals in the United States., Patients: Critically ill children (from 1 mo to 18 yr) who required mechanical ventilation via endotracheal tube for greater than or equal to 72 hours., Interventions: We evaluated agreement in viral detection between paired upper and LRT samples. Results of clinical nasopharyngeal RT-PCR were compared with TA RNA-Seq. Positive and negative predictive agreement and Cohen's Kappa were used to assess agreement., Measurements and Main Results: Of 295 subjects with paired testing available, 200 (68%) and 210 (71%) had positive viral testing by RT-PCR from nasopharyngeal and RNA-Seq from TA samples, respectively; 184 (62%) were positive by both nasopharyngeal RT-PCR and TA RNA-Seq for a virus, and 69 (23%) were negative by both methods. Nasopharyngeal RT-PCR detected the most abundant virus identified by RNA-Seq in 92.4% of subjects. Among the most frequent viruses detected, respiratory syncytial virus demonstrated the highest degree of concordance (κ = 0.89; 95% CI, 0.83-0.94), whereas rhinovirus/enterovirus demonstrated lower concordance (κ = 0.55; 95% CI, 0.44-0.66). Nasopharyngeal PCR was more likely to detect multiple viruses than TA RNA-Seq (54 [18.3%] vs 24 [8.1%], p ≤ 0.001)., Conclusions: Viral nucleic acid detection in the upper versus LRT reveals good overall agreement, but concordance depends on the virus. Further studies are indicated to determine the utility of LRT sampling or the use of RNA-Seq to determine LRTI etiology., Competing Interests: This work was supported by the following cooperative agreements from the Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD): (UG1HD083171 to Dr. Pollack), (UG1HD049983 to Dr. Carcillo) (UG01HD049934 to Drs. Reeder, Locandro, and DeRisi), (UG1HD083170 to Dr. Hall), (UG1HD050096 to Dr. Meert), (UG1HD63108 to Dr. Zuppa), (UG1HD083166 to Dr. McQuillen), (UG1HD049981 to Dr. McQuillen); the National Heart Lung Blood Institute (1R01HL124103 to Dr. Pollack) and (K23HL138461-01A1 and 5R01HL155418-03 to Dr. Langelier), and National Institutes of Health (NIH). Dr. Maddux’s institution received funding from the National Institute for Child Health and Human Development (NICHD) (K23HD096018) and the Francis Family Foundation. Dr. Caldera disclosed work for hire and she disclosed that she is a staff research associate employed through University of California San Francisco. Dr. Hall received funding from Abbvie, Kiadis, and the American Board of Pediatrics. Drs. Zuppa, Carcillo, and McQuillen’s institutions received funding from the NICHD. Dr. Carcillo’s institution received funding from the National Institute of General Medical Sciences. Dr. DeRisi received funding from Public Health Company and Allen & Co; he disclosed that he is a scientific founder and advisor for Delve Bio; he received support for article research from Chan Zuckerberg Biohub. The remaining authors have disclosed that they do not have any potential conflicts of interest., (Copyright © 2023 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies.)
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- 2024
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17. Bioanalysis of six antibiotics from volumetric microsamples: a new tool for precision dosing in critically ill children.
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Takyi-Williams J, Leino AD, Li R, Downes KJ, Zuppa AF, Bwint A, Wen B, Sun D, Scheetz MH, and Pai MP
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- Child, Humans, Meropenem, Critical Illness, Tandem Mass Spectrometry methods, Water, Blood Specimen Collection methods, Anti-Bacterial Agents pharmacology, Vancomycin
- Abstract
Background: Volumetric absorptive microsamples (VAMS) can support pharmacokinetic / pharmacodynamic studies. We present the bioanalytical method development for the simultaneous quantification of ampicillin, cefepime, ceftriaxone, meropenem, piperacillin, tazobactam, and vancomycin from VAMS. Methods & results: Optimal extraction, chromatographic, and mass spectrometry conditions were identified. Maximum extraction recoveries included 100 μl of water for rehydration and methanol for protein precipitation. Chromatographic separation used Phenomenex Kinetex
™ Polar C18 column with a mobile phase comprising water/acetonitrile with formic acid and was fully validated. Hematocrit effects were only observed for vancomycin. Samples were stable for 90 days at -80°C except for meropenem, which was stable for 60 days. Conclusion: Multiple antibiotics can be assayed from a single VAMS sample to facilitate pharmacokinetic/pharmacodynamic studies.- Published
- 2024
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18. Survival With Favorable Neurologic Outcome and Quality of Cardiopulmonary Resuscitation Following In-Hospital Cardiac Arrest in Children With Cardiac Disease Compared With Noncardiac Disease.
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Federman M, Sutton RM, Reeder RW, Ahmed T, Bell MJ, Berg RA, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Dean JM, Diddle JW, Fernandez R, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Horvat CM, Huard LL, Kirkpatrick T, Maa T, Maitoza LA, Manga A, McQuillen PS, Meert KL, Morgan RW, Mourani PM, Nadkarni VM, Notterman D, Palmer CA, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Tilford B, Viteri S, Wessel D, Wolfe HA, Yates AR, Zuppa AF, and Naim MY
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- Child, Humans, Hospitals, Cardiopulmonary Resuscitation, Heart Arrest therapy, Heart Diseases complications, Heart Diseases therapy, Cardiac Surgical Procedures
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Objectives: To assess associations between outcome and cardiopulmonary resuscitation (CPR) quality for in-hospital cardiac arrest (IHCA) in children with medical cardiac, surgical cardiac, or noncardiac disease., Design: Secondary analysis of a multicenter cluster randomized trial, the ICU-RESUScitation Project (NCT02837497, 2016-2021)., Setting: Eighteen PICUs., Patients: Children less than or equal to 18 years old and greater than or equal to 37 weeks postconceptual age receiving chest compressions (CC) of any duration during the study., Interventions: None., Measurements and Main Results: Of 1,100 children with IHCA, there were 273 medical cardiac (25%), 383 surgical cardiac (35%), and 444 noncardiac (40%) cases. Favorable neurologic outcome was defined as no more than moderate disability or no worsening from baseline Pediatric Cerebral Performance Category at discharge. The medical cardiac group had lower odds of survival with favorable neurologic outcomes compared with the noncardiac group (48% vs 55%; adjusted odds ratio [aOR] [95% CI], aOR 0.59 [95% CI, 0.39-0.87], p = 0.008) and surgical cardiac group (48% vs 58%; aOR 0.64 [95% CI, 0.45-0.9], p = 0.01). We failed to identify a difference in favorable outcomes between surgical cardiac and noncardiac groups. We also failed to identify differences in CC rate, CC fraction, ventilation rate, intra-arrest average target diastolic or systolic blood pressure between medical cardiac versus noncardiac, and surgical cardiac versus noncardiac groups. The surgical cardiac group had lower odds of achieving target CC depth compared to the noncardiac group (OR 0.15 [95% CI, 0.02-0.52], p = 0.001). We failed to identify a difference in the percentage of patients achieving target CC depth when comparing medical cardiac versus noncardiac groups., Conclusions: In pediatric IHCA, medical cardiac patients had lower odds of survival with favorable neurologic outcomes compared with noncardiac and surgical cardiac patients. We failed to find differences in CPR quality between medical cardiac and noncardiac patients, but there were lower odds of achieving target CC depth in surgical cardiac compared to noncardiac patients., Competing Interests: This study was funded by the following grants from the National Institute of Health National Heart, Lung and Blood Institute and Eunice Kennedy Shriver National Institute of Child Health and Human Development: R01HL131544, R01HD049934, UG1HD049981, UG1HD049983, UG1050096, UG1HD063108, UG1HD083166, UG1HD083170, UG1HD083171, and K23HL148541. Drs. Sutton and Manga’s institution received funding from the National Heart, Lung, and Blood Institute. Drs. Sutton, Reeder, Bell, Berg, Carcillo, Carpenter, Dean, Fernandez, Fink, Frazier, Friess, Graham, Hall, Horvat, Manga, McQuillen, Meert, Morgan, Mourani, Nadkarni, Pollack, Sapru, Schneiter, Wessel, Yates, Zuppa, and Naim received support for article research from the National Institutes of Health (NIH). Drs. Reeder, Bell, Berg, Carcillo, Carpenter, Dean, Fink, Friess, Hall, Meert, Morgan, Mourani, Nadkarni, Pollack, Sapru, Wessel, Yates, Zuppa, and Naim’s institutions received funding from the NIH. Dr. Carcillo’s institution received funding from the National Institute of General Medical Sciences. Dr. Diddle received funding from Mallinckrodt Pharmaceuticals via his institution. Dr. Fink’s institution received funding from the Neurocritical Care Society; she received funding from the American Board of Pediatrics. Dr. Franzon’s institution received funding from ICU-RESUScitation/Child Health and Human Development Collaborative Pediatric Critical Care Research Network. Dr. Hall received funding from Abbvie and Kiadis. Drs. Horvat, Maa, Manga, McQuillen, and Schneiter’s institutions received funding from the National Institute of Child Health and Human Development. Dr. Nadkarni’s institution received funding from Laerdal Foundation-RQI Programs, Nihon-Kohden, Philips, Defibtech, and HeartHero; he received funding from the Society of Critical Care Medicine as President (2023–2024) and the NIH; he disclosed that he is a volunteer for Citizen cardiopulmonary resuscitation Foundation Board, the American Heart Association Committees, and the International Liaison Committee on Resuscitation Board. The remaining authors have disclosed that they do not have any potential conflicts of interest., (Copyright © 2023 by the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies.)
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- 2024
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19. The Design of Nested Adaptive Clinical Trials of Multiple Organ Dysfunction Syndrome Children in a Single Study.
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VanBuren JM, Hall M, Zuppa AF, Mourani PM, Carcillo J, Dean JM, Watt K, and Holubkov R
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- Humans, Child, Granulocyte-Macrophage Colony-Stimulating Factor therapeutic use, Interleukin 1 Receptor Antagonist Protein therapeutic use, Inflammation, Multiple Organ Failure etiology, Sepsis complications, Sepsis drug therapy
- Abstract
Objectives: Describe the statistical design of the Personalized Immunomodulation in Sepsis-induced Multiple Organ Dysfunction Syndrome (MODS) (PRECISE) study., Design: Children with sepsis-induced MODS undergo real-time immune testing followed by assignment to an immunophenotype-specific study cohort. Interventional cohorts include the granulocyte macrophage-colony stimulating factor (GM-CSF) for the Reversal of Immunoparalysis in Pediatric Sepsis-induced MODS (GRACE)-2 trial, which uses the drug GM-CSF (or placebo) to reverse immunoparalysis; and the Targeted Reversal of Inflammation in Pediatric Sepsis-induced MODS (TRIPS) trial, which uses the drug anakinra (or placebo) to reverse systemic inflammation. Both trials have adaptive components and use a statistical framework in which frequent data monitoring assesses futility and efficacy, allowing potentially earlier stopping than traditional approaches. Prespecified simulation-based stopping boundaries are customized to each trial to preserve an overall one-sided type I error rate. The TRIPS trial also uses response-adaptive randomization, updating randomization allocation proportions to favor active arms that appear more efficacious based on accumulating data., Setting: Twenty-four U.S. academic PICUs., Patients: Septic children with specific immunologic derangements during ongoing dysfunction of at least two organs., Interventions: The GRACE-2 trial compares GM-CSF and placebo in children with immunoparalysis. The TRIPS trial compares four different doses of anakinra to placebo in children with moderate to severe systemic inflammation., Measurements and Main Results: Both trials assess primary efficacy using the sum of the daily pediatric logistic organ dysfunction-2 score over 28 days. Ranked summed scores, with mortality assigned the worst possible value, are compared between arms using the Wilcoxon Rank Sum test (GRACE-2) and a dose-response curve (TRIPS). We present simulation-based operating characteristics under several scenarios to demonstrate the behavior of the adaptive design., Conclusions: The adaptive design incorporates innovative statistical features that allow for multiple active arms to be compared with placebo based on a child's personal immunophenotype. The design increases power and provides optimal operating characteristics compared with traditional conservative methods., (Copyright © 2023 by the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies.)
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- 2023
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20. Early, Persistent Lymphopenia Is Associated With Prolonged Multiple Organ Failure and Mortality in Septic Children.
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Podd BS, Banks RK, Reeder R, Telford R, Holubkov R, Carcillo J, Berg RA, Wessel D, Pollack MM, Meert K, Hall M, Newth C, Lin JC, Doctor A, Shanley T, Cornell T, Harrison RE, Zuppa AF, Sward K, Dean JM, and Randolph AG
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- Adult, Humans, Child, Infant, Multiple Organ Failure epidemiology, Lymphocyte Count, Comorbidity, Intensive Care Units, Pediatric, Sepsis, Lymphopenia complications
- Abstract
Objectives: Sepsis-associated immune suppression correlates with poor outcomes. Adult trials are evaluating immune support therapies. Limited data exist to support consideration of immunomodulation in pediatric sepsis. We tested the hypothesis that early, persistent lymphopenia predicts worse outcomes in pediatric severe sepsis., Design: Observational cohort comparing children with severe sepsis and early, persistent lymphopenia (absolute lymphocyte count < 1,000 cells/µL on 2 d between study days 0-5) to children without. The composite outcome was prolonged multiple organ dysfunction syndrome (MODS, organ dysfunction beyond day 7) or PICU mortality., Setting: Nine PICUs in the National Institutes of Health Collaborative Pediatric Critical Care Research Network between 2015 and 2017., Patients: Children with severe sepsis and indwelling arterial and/or central venous catheters., Interventions: Blood sampling and clinical data analysis., Measurements and Main Results: Among 401 pediatric patients with severe sepsis, 152 (38%) had persistent lymphopenia. These patients were older, had higher illness severity, and were more likely to have underlying comorbidities including solid organ transplant or malignancy. Persistent lymphopenia was associated with the composite outcome prolonged MODS or PICU mortality (66/152, 43% vs 45/249, 18%; p < 0.01) and its components prolonged MODS (59/152 [39%] vs 43/249 [17%]), and PICU mortality (32/152, 21% vs 12/249, 5%; p < 0.01) versus children without. After adjusting for baseline factors at enrollment, the presence of persistent lymphopenia was associated with an odds ratio of 2.98 (95% CI [1.85-4.02]; p < 0.01) for the composite outcome. Lymphocyte count trajectories showed that patients with persistent lymphopenia generally did not recover lymphocyte counts during the study, had lower nadir whole blood tumor necrosis factor-α response to lipopolysaccharide stimulation, and higher maximal inflammatory markers (C-reactive protein and ferritin) during days 0-3 ( p < 0.01)., Conclusions: Children with severe sepsis and persistent lymphopenia are at risk of prolonged MODS or PICU mortality. This evidence supports testing therapies for pediatric severe sepsis patients risk-stratified by early, persistent lymphopenia., Competing Interests: Drs. Banks’s, Carcillo’s, Pollack’s, and Sward’s institutions received funding from the National Institute of Child Health and Human Development. Drs. Banks, Reeder, Holubkov, Carcillo, Berg, Wessel, Pollack, Meert, Hall, Newth, Doctor, Shanley, Cornell, Harrison, Zuppa, Sward, Dean, and Randolph received support for article research from the National Institutes of Health (NIH). Dr. Banks disclosed government work. Drs. Reeder’s, Holubkov’s, Berg’s, Wessel’s, Meert’s, Hall’s, Newth’s, Doctor’s, Shanley’s, Harrison’s, Zuppa’s, and Dean’s institutions received funding from the NIH. Dr. Holubkov received funding from Pfizer (Data Safety Monitoring Board [DSMB] member), Medimmune (DSMB member), Physicians Committee for Responsible Medicine (biostatistical consulting), REVANCE, DURECT Corporation (biostatistical consulting), Armaron Bio (DSMB past member), and St Jude Medical (DSMB past member). Dr. Carcillo’s institution received funding from the National Institute of General Medical Sciences. Dr. Hall received funding from Abbvie, La Jolla Pharmaceuticals, and Kiadis. Dr. Doctor’s institution received funding from the Department of Defense and KaloCyte. Dr. Randolph disclosed that she is the Treasurer and Chair Elect for the International Sepsis Forum. Dr. Pollack disclosed that his research is supported by philanthropy from Mallinckrodt Pharmaceuticals. Drs. Hall and Randolph received funding from LaJolla Pharmaceuticals (service as a consultant), unrelated to the current submission. Dr. Randolph receives royalties from UpToDate. Dr. Newth received funding from Philips Research North America. Dr. Shanley received funding from Springer publishing, International Pediatric Research Foundation, and Pediatric Academic Societies. Dr. Cornell disclosed he is co-founder of Pre-Dixon Bio. The remaining authors have disclosed that they do not have any potential conflicts of interest., (Copyright © 2023 by the Society of Critical Care Medicine and Wolters Kluwer Health, Inc. All Rights Reserved.)
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- 2023
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21. Identification of post-cardiac arrest blood pressure thresholds associated with outcomes in children: an ICU-Resuscitation study.
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Gardner MM, Hehir DA, Reeder RW, Ahmed T, Bell MJ, Berg RA, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Dean JM, Diddle JW, Federman M, Fernandez R, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Harding ML, Horvat CM, Huard LL, Maa T, Manga A, McQuillen PS, Meert KL, Morgan RW, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Tilford B, Viteri S, Wessel D, Wolfe HA, Yates AR, Zuppa AF, Sutton RM, and Topjian AA
- Subjects
- Child, Humans, Blood Pressure, Hospital Mortality, Intensive Care Units, Heart Arrest complications, Heart Arrest therapy, Cardiopulmonary Resuscitation, Hypotension complications
- Abstract
Introduction: Though early hypotension after pediatric in-hospital cardiac arrest (IHCA) is associated with inferior outcomes, ideal post-arrest blood pressure (BP) targets have not been established. We aimed to leverage prospectively collected BP data to explore the association of post-arrest BP thresholds with outcomes. We hypothesized that post-arrest systolic and diastolic BP thresholds would be higher than the currently recommended post-cardiopulmonary resuscitation BP targets and would be associated with higher rates of survival to hospital discharge., Methods: We performed a secondary analysis of prospectively collected BP data from the first 24 h following return of circulation from index IHCA events enrolled in the ICU-RESUScitation trial (NCT02837497). The lowest documented systolic BP (SBP) and diastolic BP (DBP) were percentile-adjusted for age, height and sex. Receiver operator characteristic curves and cubic spline analyses controlling for illness category and presence of pre-arrest hypotension were generated exploring the association of lowest post-arrest SBP and DBP with survival to hospital discharge and survival to hospital discharge with favorable neurologic outcome (Pediatric Cerebral Performance Category of 1-3 or no change from baseline). Optimal cutoffs for post-arrest BP thresholds were based on analysis of receiver operator characteristic curves and spline curves. Logistic regression models accounting for illness category and pre-arrest hypotension examined the associations of these thresholds with outcomes., Results: Among 693 index events with 0-6 h post-arrest BP data, identified thresholds were: SBP > 10th percentile and DBP > 50th percentile for age, sex and height. Fifty-one percent (n = 352) of subjects had lowest SBP above threshold and 50% (n = 346) had lowest DBP above threshold. SBP and DBP above thresholds were each associated with survival to hospital discharge (SBP: aRR 1.21 [95% CI 1.10, 1.33]; DBP: aRR 1.23 [1.12, 1.34]) and survival to hospital discharge with favorable neurologic outcome (SBP: aRR 1.22 [1.10, 1.35]; DBP: aRR 1.27 [1.15, 1.40]) (all p < 0.001)., Conclusions: Following pediatric IHCA, subjects had higher rates of survival to hospital discharge and survival to hospital discharge with favorable neurologic outcome when BP targets above a threshold of SBP > 10th percentile for age and DBP > 50th percentile for age during the first 6 h post-arrest., (© 2023. BioMed Central Ltd., part of Springer Nature.)
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- 2023
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22. Association of CPR simulation program characteristics with simulated and actual performance during paediatric in-hospital cardiac arrest.
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Cashen K, Sutton RM, Reeder RW, Ahmed T, Bell MJ, Berg RA, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Wesley Diddle J, Federman M, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Horvat CM, Huard LL, Maa T, Manga A, McQuillen PS, Morgan RW, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Palmer CA, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Viteri S, Wolfe HA, Yates AR, Zuppa AF, and Meert KL
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- Child, Humans, Prospective Studies, Clinical Competence, Hospitals, Pediatric, Cardiopulmonary Resuscitation education, Heart Arrest therapy
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Aim: To evaluate associations between characteristics of simulated point-of-care cardiopulmonary resuscitation (CPR) training with simulated and actual intensive care unit (ICU) CPR performance, and with outcomes of children after in-hospital cardiac arrest., Methods: This is a pre-specified secondary analysis of the ICU-RESUScitation Project; a prospective, multicentre cluster randomized interventional trial conducted in 18 ICUs from October 2016-March 2021. Point-of-care bedside simulations with real-time feedback to allow multidisciplinary ICU staff to practice CPR on a portable manikin were performed and quality metrics (rate, depth, release velocity, chest compression fraction) were recorded. Actual CPR performance was recorded for children 37 weeks post-conceptual age to 18 years who received chest compressions of any duration, and included intra-arrest haemodynamics and CPR mechanics. Outcomes included survival to hospital discharge with favourable neurologic status., Results: Overall, 18,912 point-of-care simulations were included. Simulation characteristics associated with both simulation and actual performance included site, participant discipline, and timing of simulation training. Simulation characteristics were not associated with survival with favourable neurologic outcome. However, participants in the top 3 sites for improvement in survival with favourable neurologic outcome were more likely to have participated in a simulation in the past month, on a weekday day, to be nurses, and to achieve targeted depth of compression and chest compression fraction goals during simulations than the bottom 3 sites., Conclusions: Point-of-care simulation characteristics were associated with both simulated and actual CPR performance. More recent simulation, increased nursing participation, and simulation training during daytime hours may improve CPR performance., Competing Interests: Declaration of Competing Interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: ‘This study was funded by the following grants from the National Institutes of Health (NIH) National Heart, Lung, and Blood Institute and the Eunice Kennedy ShriverNational Institute of Child Health and Human Development: R01HL131544, U01HD049934, UG1HD049981, UG1HD049983, UG1HD050096, UG1HD063108, UG1HD083166, UG1HD083170, UG1HD083171, and K23HL148541. Two of the co-authors, Dr. Robert Berg and Dr. Vinay Nadkarni, are members of the Resuscitation Editorial Board.’., (Copyright © 2023 Elsevier B.V. All rights reserved.)
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- 2023
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23. Acute Disorders of Consciousness in Pediatric Severe Sepsis and Organ Failure: Secondary Analysis of the Multicenter Phenotyping Sepsis-Induced Multiple Organ Failure Study.
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Cheung C, Kernan KF, Berg RA, Zuppa AF, Notterman DA, Pollack MM, Wessel D, Meert KL, Hall MW, Newth C, Lin JC, Doctor A, Shanley T, Cornell T, Harrison RE, Banks RK, Reeder RW, Holubkov R, Carcillo JA, and Fink EL
- Subjects
- Child, Humans, Infant, Adolescent, Multiple Organ Failure etiology, Consciousness Disorders complications, Intensive Care Units, Pediatric, Acute Disease, Liver Failure, Sepsis complications
- Abstract
Objectives: Acute disorders of consciousness (DoC) in pediatric severe sepsis are associated with increased risk of morbidity and mortality. We sought to examine the frequency of and factors associated with DoC in children with sepsis-induced organ failure., Design: Secondary analysis of the multicenter Phenotyping Sepsis-Induced Multiple Organ Failure Study (PHENOMS)., Setting: Nine tertiary care PICUs in the United States., Patients: Children less than 18 years old admitted to a PICU with severe sepsis and at least one organ failure during a PICU stay., Interventions: None., Measurements and Main Results: The primary outcome was frequency of DoC, defined as Glasgow Coma Scale (GCS) less than 12 in the absence of sedatives during an ICU stay, among children with severe sepsis and the following: single organ failure, nonphenotypeable multiple organ failure (MOF), MOF with one of the PHENOMS phenotypes (immunoparalysis-associated MOF [IPMOF], sequential liver failure-associated MOF, thrombocytopenia-associated MOF), or MOF with multiple phenotypes. A multivariable logistic regression analysis was performed to evaluate the association between clinical variables and organ failure groups with DoC. Of 401 children studied, 71 (18%) presented with DoC. Children presenting with DoC were older (median 8 vs 5 yr; p = 0.023), had increased hospital mortality (21% vs 10%; p = 0.011), and more frequently presented with both any MOF (93% vs 71%; p < 0.001) and macrophage activation syndrome (14% vs 4%; p = 0.004). Among children with any MOF, those presenting with DoC most frequently had nonphenotypeable MOF and IPMOF (52% and 34%, respectively). In the multivariable analysis, older age (odds ratio, 1.07; 95% CI, 1.01-1.12) and any MOF (3.22 [1.19-8.70]) were associated with DoC., Conclusions: One of every five children with severe sepsis and organ failure experienced acute DoC during their PICU stay. Preliminary findings suggest the need for prospective evaluation of DoC in children with sepsis and MOF., Competing Interests: Dr. Cheung received funding from the Deans Summer Research Program (University of Pittsburgh School of Medicine). Dr. Kernan received funding from the Eunice Kennedy Shriver National Institutes of Child Health and Human Development (NICHD) (K12HD047349). Drs. Berg’s, Zuppa’s, Notterman’s, Pollack’s, Wesssel’s, Meert’s, Hall’s, Newth’s, Doctor’s, Shanley’s, Cornell’s, Harrison’s, Banks’s, Reeder’s, Holubkov’s, Fink’s, and Carcillo’s institutions received funding from the National Institutes of Health (NIH). Drs. Berg, Zuppa, Pollack, Wessel, Meert, Hall, Newth, Shanley, Harrison, Banks, Reeder, Holubkov, Carcillo, and Fink received support for article research from the NIH. Drs. Zuppa’s, Banks’s, and Carcillo’s institutions received funding from the NICHD. Dr. Hall received funding from AbbVie (service as a consultant [active]) and LaJolla Pharmaceuticals (service as a consultant [completed]). He is a consultant for the American Board of Pediatrics Pediatric Critical Care Subboard. He receives licensing income from Kiadis. Dr. Fink’s institution received funding from the NIH and Neurocritical Care Society. She is a consultant for the American Board of Pediatrics Pediatric Critical Care Subboard. Dr. Doctor’s institution received funding from the Department of Defense and KaloCyte. Dr. Holubkov received funding from Pfizer and the Physicians Committee for Responsible Medicine; he serves on Data Safety Monitoring Boards for Pfizer. Dr. Carcillo’s institution received funding from the National Institute of General Medical Sciences. Dr. Lin has disclosed that he does not have any potential conflicts of interest., (Copyright © 2023 by the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies.)
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- 2023
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24. Hyperferritinemic sepsis, macrophage activation syndrome, and mortality in a pediatric research network: a causal inference analysis.
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Fan Z, Kernan KF, Qin Y, Canna S, Berg RA, Wessel D, Pollack MM, Meert K, Hall M, Newth C, Lin JC, Doctor A, Shanley T, Cornell T, Harrison RE, Zuppa AF, Sward K, Dean JM, Park HJ, and Carcillo JA
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- Humans, Child, Cytokines, Ferritins, Hyperferritinemia, Macrophage Activation Syndrome complications, Sepsis complications
- Abstract
Background: One of five global deaths are attributable to sepsis. Hyperferritinemic sepsis (> 500 ng/mL) is associated with increased mortality in single-center studies. Our pediatric research network's objective was to obtain rationale for designing anti-inflammatory clinical trials targeting hyperferritinemic sepsis., Methods: We assessed differences in 32 cytokines, immune depression (low whole blood ex vivo TNF response to endotoxin) and thrombotic microangiopathy (low ADAMTS13 activity) biomarkers, seven viral DNAemias, and macrophage activation syndrome (MAS) defined by combined hepatobiliary dysfunction and disseminated intravascular coagulation, and mortality in 117 children with hyperferritinemic sepsis (ferritin level > 500 ng/mL) compared to 280 children with sepsis without hyperferritinemia. Causal inference analysis of these 41 variables, MAS, and mortality was performed., Results: Mortality was increased in children with hyperferritinemic sepsis (27/117, 23% vs 16/280, 5.7%; Odds Ratio = 4.85, 95% CI [2.55-9.60]; z = 4.728; P-value < 0.0001). Hyperferritinemic sepsis had higher C-reactive protein, sCD163, IL-22, IL-18, IL-18 binding protein, MIG/CXCL9, IL-1β, IL-6, IL-8, IL-10, IL-17a, IFN-γ, IP10/CXCL10, MCP-1/CCL2, MIP-1α, MIP-1β, TNF, MCP-3, IL-2RA (sCD25), IL-16, M-CSF, and SCF levels; lower ADAMTS13 activity, sFasL, whole blood ex vivo TNF response to endotoxin, and TRAIL levels; more Adenovirus, BK virus, and multiple virus DNAemias; and more MAS (P-value < 0.05). Among these variables, only MCP-1/CCL2 (the monocyte chemoattractant protein), MAS, and ferritin levels were directly causally associated with mortality. MCP-1/CCL2 and hyperferritinemia showed direct causal association with depressed ex vivo whole blood TNF response to endotoxin. MCP-1/CCL2 was a mediator of MAS. MCP-1/CCL2 and MAS were mediators of hyperferritinemia., Conclusions: These findings establish hyperferritinemic sepsis as a high-risk condition characterized by increased cytokinemia, viral DNAemia, thrombotic microangiopathy, immune depression, macrophage activation syndrome, and death. The causal analysis provides rationale for designing anti-inflammatory trials that reduce macrophage activation to improve survival and enhance infection clearance in pediatric hyperferritinemic sepsis., (© 2023. BioMed Central Ltd., part of Springer Nature.)
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- 2023
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25. Outcomes and characteristics of cardiac arrest in children with pulmonary hypertension: A secondary analysis of the ICU-RESUS clinical trial.
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Morgan RW, Reeder RW, Ahmed T, Bell MJ, Berger JT, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Dean JM, Diddle JW, Federman M, Fernandez R, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Himebauch AS, Horvat CM, Huard LL, Maa T, Manga A, McQuillen PS, Meert KL, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Page K, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Tabbutt S, Tilford B, Viteri S, Wessel D, Wolfe HA, Yates AR, Zuppa AF, Berg RA, and Sutton RM
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- Child, Humans, Intensive Care Units, Prospective Studies, Cardiopulmonary Resuscitation, Heart Arrest, Hypertension, Pulmonary diagnosis, Hypertension, Pulmonary epidemiology
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Background: Previous studies have identified pulmonary hypertension (PH) as a relatively common diagnosis in children with in-hospital cardiac arrest (IHCA), and preclinical laboratory studies have found poor outcomes and low systemic blood pressures during CPR for PH-associated cardiac arrest. The objective of this study was to determine the prevalence of PH among children with IHCA and the association between PH diagnosis and intra-arrest physiology and survival outcomes., Methods: This was a prospectively designed secondary analysis of patients enrolled in the ICU-RESUS clinical trial (NCT02837497). The primary exposure was a pre-arrest diagnosis of PH. The primary survival outcome was survival to hospital discharge with favorable neurologic outcome (Pediatric Cerebral Performance Category score 1-3 or unchanged from baseline). The primary physiologic outcome was event-level average diastolic blood pressure (DBP) during CPR., Results: Of 1276 patients with IHCAs during the study period, 1129 index IHCAs were enrolled; 184 (16.3%) had PH and 101/184 (54.9%) were receiving inhaled nitric oxide at the time of IHCA. Survival with favorable neurologic outcome was similar between patients with and without PH on univariate (48.9% vs. 54.4%; p = 0.17) and multivariate analyses (aOR 0.82 [95%CI: 0.56, 1.20]; p = 0.32). There were no significant differences in CPR event outcome or survival to hospital discharge. Average DBP, systolic BP, and end-tidal carbon dioxide during CPR were similar between groups., Conclusions: In this prospective study of pediatric IHCA, pre-existing PH was present in 16% of children. Pre-arrest PH diagnosis was not associated with statistically significant differences in survival outcomes or intra-arrest physiologic measures., Competing Interests: Declaration of Competing Interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Financial support for this project was provided through the National Institutes of Health Eunice Kennedy Shriver National Institute of Child Health and Human Development (U01HD049934, UG1HD049981, UG1HD049983, UG1HD050096, UG1HD063108, UG1HD083166, UG1HD083170, and UG1HD083171) and National Heart, Lung, and Blood Institute (R01HL131544, R01HL147616, K23HL148541, and K23HL153759) and by the Children’s Hospital of Philadelphia Resuscitation Science Center and Department of Anesthesiology and Critical Care Medicine., (Copyright © 2023 Elsevier B.V. All rights reserved.)
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- 2023
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26. Optimizing Vancomycin Therapy in Critically Ill Children: A Population Pharmacokinetics Study to Inform Vancomycin Area under the Curve Estimation Using Novel Biomarkers.
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Downes KJ, Zuppa AF, Sharova A, and Neely MN
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Area under the curve (AUC)-directed vancomycin therapy is recommended, but Bayesian AUC estimation in critically ill children is difficult due to inadequate methods for estimating kidney function. We prospectively enrolled 50 critically ill children receiving IV vancomycin for suspected infection and divided them into model training (n = 30) and testing (n = 20) groups. We performed nonparametric population PK modeling in the training group using Pmetrics, evaluating novel urinary and plasma kidney biomarkers as covariates on vancomycin clearance. In this group, a two-compartment model best described the data. During covariate testing, cystatin C-based estimated glomerular filtration rate (eGFR) and urinary neutrophil gelatinase-associated lipocalin (NGAL; full model) improved model likelihood when included as covariates on clearance. We then used multiple-model optimization to define the optimal sampling times to estimate AUC
24 for each subject in the model testing group and compared the Bayesian posterior AUC24 to AUC24 calculated using noncompartmental analysis from all measured concentrations for each subject. Our full model provided accurate and precise estimates of vancomycin AUC (bias 2.3%, imprecision 6.2%). However, AUC prediction was similar when using reduced models with only cystatin C-based eGFR (bias 1.8%, imprecision 7.0%) or creatinine-based eGFR (bias -2.4%, imprecision 6.2%) as covariates on clearance. All three model(s) facilitated accurate and precise estimation of vancomycin AUC in critically ill children.- Published
- 2023
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27. Calcium use during paediatric in-hospital cardiac arrest is associated with worse outcomes.
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Cashen K, Sutton RM, Reeder RW, Ahmed T, Bell MJ, Berg RA, Burns C, Carcillo JA, Carpenter TC, Michael Dean J, Wesley Diddle J, Federman M, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Horvat CM, Huard LL, KirkpatrickN T, Maa T, Manga A, McQuillen PS, Morgan RW, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Page K, Pollack MM, Qunibi D, Sapru A, Schneiter C, Sharron MP, Srivastava N, Viteri S, Wessel D, Wolfe HA, Yates AR, Zuppa AF, and Meert KL
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- Child, Infant, Newborn, Humans, Infant, Calcium, Patient Discharge, Hospitals, Pediatric, Retrospective Studies, Cardiopulmonary Resuscitation, Heart Arrest therapy
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Aim: To evaluate associations between calcium administration and outcomes among children with in-hospital cardiac arrest and among specific subgroups in which calcium use is hypothesized to provide clinical benefit., Methods: This is a secondary analysis of observational data collected prospectively as part of the ICU-RESUScitation project. Children 37 weeks post-conceptual age to 18 years who received chest compressions in one of 18 intensive care units from October 2016-March 2021 were eligible. Data included child and event characteristics, pre-arrest laboratory values, pre- and intra-arrest haemodynamics, and outcomes. Outcomes included sustained return of spontaneous circulation (ROSC), survival to hospital discharge, and survival to hospital discharge with favourable neurologic outcome. A propensity score weighted cohort was used to evaluate associations between calcium use and outcomes. Subgroups included neonates, and children with hyperkalaemia, sepsis, renal insufficiency, cardiac surgery with cardiopulmonary bypass, and calcium-avid cardiac diagnoses., Results: Of 1,100 in-hospital cardiac arrests, median age was 0.63 years (IQR 0.19, 3.81); 450 (41%) received calcium. Among the weighted cohort, calcium use was not associated with sustained ROSC (aOR, 0.87; CI95 0.61-1.24; p = 0.445), but was associated with lower rates of both survival to hospital discharge (aOR, 0.68; CI95 0.52-0.89; p = 0.005) and survival with favourable neurologic outcome at hospital discharge (aOR, 0.75; CI95 0.57-0.98; p = 0.038). Among subgroups, calcium use was associated with lower rates of survival to hospital discharge in children with sepsis and renal insufficiency., Conclusions: Calcium use was common during paediatric in-hospital cardiac arrest and associated with worse outcomes at hospital discharge., (Copyright © 2022 Elsevier B.V. All rights reserved.)
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- 2023
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28. Anticoagulation practices associated with bleeding and thrombosis in pediatric extracorporeal membrane oxygenation; a multi-center secondary analysis.
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Bailly DK, Reeder RW, Muszynski JA, Meert KL, Ankola AA, Alexander PM, Pollack MM, Moler FW, Berg RA, Carcillo J, Newth C, Berger J, Bell MJ, Dean JM, Nicholson C, Garcia-Filion P, Wessel D, Heidemann S, Doctor A, Harrison R, Dalton H, and Zuppa AF
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- Humans, Child, Anticoagulants adverse effects, Hemorrhage etiology, Hemorrhage therapy, Heparin adverse effects, Fibrinogen, Retrospective Studies, Extracorporeal Membrane Oxygenation adverse effects, Thrombosis etiology
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To determine associations between anticoagulation practices and bleeding and thrombosis during pediatric extracorporeal membrane oxygenation (ECMO), we performed a secondary analysis of prospectively collected data which included 481 children (<19 years), between January 2012 and September 2014. The primary outcome was bleeding or thrombotic events. Bleeding events included a blood product transfusion >80 ml/kg on any day, pulmonary hemorrhage, or intracranial bleeding, Thrombotic events included pulmonary emboli, intracranial clot, limb ischemia, cardiac clot, and arterial cannula or entire circuit change. Bleeding occurred in 42% of patients. Five percent of subjects thrombosed, of which 89% also bled. Daily bleeding odds were independently associated with day prior activated clotting time (ACT) (OR 1.03, 95% CI= 1.00, 1.05, p =0.047) and fibrinogen levels (OR 0.90, 95% CI 0.84, 0.96, p <0.001). Thrombosis odds decreased with increased day prior heparin dose (OR 0.88, 95% CI 0.81, 0.97, p =0.006). Lower ACT values and increased fibrinogen levels may be considered to decrease the odds of bleeding. Use of this single measure, however, may not be sufficient alone to guide optimal anticoagulation practice during ECMO.
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- 2023
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29. Diastolic Blood Pressure Threshold During Pediatric Cardiopulmonary Resuscitation and Survival Outcomes: A Multicenter Validation Study.
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Berg RA, Morgan RW, Reeder RW, Ahmed T, Bell MJ, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Dean JM, Diddle JW, Federman M, Fernandez R, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Horvat CM, Huard LL, Maa T, Manga A, McQuillen PS, Meert KL, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Palmer CA, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Tabbutt S, Tilford B, Viteri S, Wessel D, Wolfe HA, Yates AR, Zuppa AF, and Sutton RM
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- Infant, Child, Humans, Adolescent, Prospective Studies, Blood Pressure, Patient Discharge, Cardiopulmonary Resuscitation, Heart Arrest
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Objectives: Arterial diastolic blood pressure (DBP) greater than 25 mm Hg in infants and greater than 30 mm Hg in children greater than 1 year old during cardiopulmonary resuscitation (CPR) was associated with survival to hospital discharge in one prospective study. We sought to validate these potential hemodynamic targets in a larger multicenter cohort., Design: Prospective observational study., Setting: Eighteen PICUs in the ICU-RESUScitation prospective trial from October 2016 to March 2020., Patients: Children less than or equal to 18 years old with CPR greater than 30 seconds and invasive blood pressure (BP) monitoring during CPR., Interventions: None., Measurements and Main Results: Invasive BP waveform data and Utstein-style CPR data were collected, including prearrest patient characteristics, intra-arrest interventions, and outcomes. Primary outcome was survival to hospital discharge, and secondary outcomes were return of spontaneous circulation (ROSC) and survival to hospital discharge with favorable neurologic outcome. Multivariable Poisson regression models with robust error estimates evaluated the association of DBP greater than 25 mm Hg in infants and greater than 30 mm Hg in older children with these outcomes. Among 1,129 children with inhospital cardiac arrests, 413 had evaluable DBP data. Overall, 85.5% of the patients attained thresholds of mean DBP greater than or equal to 25 mm Hg in infants and greater than or equal to 30 mm Hg in older children. Initial return of circulation occurred in 91.5% and 25% by placement on extracorporeal membrane oxygenator. Survival to hospital discharge occurred in 58.6%, and survival with favorable neurologic outcome in 55.4% (i.e. 94.6% of survivors had favorable neurologic outcomes). Mean DBP greater than 25 mm Hg for infants and greater than 30 mm Hg for older children was significantly associated with survival to discharge (adjusted relative risk [aRR], 1.32; 1.01-1.74; p = 0.03) and ROSC (aRR, 1.49; 1.12-1.97; p = 0.002) but did not reach significance for survival to hospital discharge with favorable neurologic outcome (aRR, 1.30; 0.98-1.72; p = 0.051)., Conclusions: These validation data demonstrate that achieving mean DBP during CPR greater than 25 mm Hg for infants and greater than 30 mm Hg for older children is associated with higher rates of survival to hospital discharge, providing potential targets for DBP during CPR., Competing Interests: Drs. Berg, Morgan, Reeder, Bell, Carcillo, Carpenter, Dean, Fink, Hall, McQuillen, Meert, Mourani, Pollack, Sapru, Wessel, Wolfe, Yates, Zuppa, and Sutton received National Institutes of Health (NIH) grant funding to their institution related to this project. Drs. Berg’s and Sutton’s institutions received funding from the National Heart, Lung, and Blood Institute (NHLBI). Drs. Berg’s, Horvat’s, McQuillen’s, Sapru’s, Schneiter’s, and Zuppa’s institutions received funding from the National Institute of Child Health and Human Development (NICHD). Drs. Berg, Morgan, Reeder, Bell, Carcillo, Carpenter, Dean, Fink, Franzon, Frazier, Friess, Hall, Horvat, Manga, McQuillen, Meert, Mourani, Naim, Pollack, Sapru, Schneiter, Wessel, Wolfe, Yates, and Sutton received support for article research from the NIH. Dr. Morgan’s institution received funding from the NHLBI (K23HL148541). Drs. Reeder’s, Bell’s, Carcillo’s, Carpenter’s, Dean’s, Fink’s, Frazier’s, Friess’s, Hall’s, Manga’s, Meert’s, Mourani’s, Nadkarni’s, Naim’s, Pollack’s, Wessel’s, Wolfe’s, and Yates’ institutions received funding from the NIH. Dr. Fink’s institution received funding from the Neurocritical Care Society; she received funding from the Child Neurology Society. Drs. Fink and Hall received funding from the American Board of Pediatrics. Dr. Hall received funding from Abbvie and Kiadis. Dr. Maa’s institution received funding from the Children’s Hospital of Philadelphia, the NHBLI (R01HL131544), and the NICHD (U01HD049934, UG1HD049981, UG1HD049983, UG1HD050096, UG1HD063108, UG1HD083166, UG1HD083170, and UG1HD083171). Dr. Nadkarni’s institution received funding from Zoll Medical, the American Heart Association RQI Partners, and Nihon-Kohden; he disclosed that he is the Society of Critical Care Medicine President elect Citizen. CPR Foundation Board member volunteer, and an International Liaison Committee on Resuscitation board member volunteer. Dr. Notterman received funding from GenoTwin SAB. Dr. Sutton disclosed that he is the Chair of the Pediatric Research Task Force of the American Heart Association’s Get with the Guidelines Resuscitation National Registry and a Pediatric Advanced Life Support author. The remaining authors have disclosed that they do not have any potential conflicts of interest., (Copyright © 2022 by the Society of Critical Care Medicine and Wolters Kluwer Health, Inc. All Rights Reserved.)
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- 2023
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30. Mortality Risk in Pediatric Sepsis Based on C-reactive Protein and Ferritin Levels.
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Horvat CM, Fabio A, Nagin DS, Banks RK, Qin Y, Park HJ, Kernan KF, Canna SW, Berg RA, Wessel D, Pollack MM, Meert K, Hall M, Newth C, Lin JC, Doctor A, Shanley T, Cornell T, Harrison RE, Zuppa AF, Reeder RW, Sward K, Holubkov R, Notterman DA, Dean JM, and Carcillo JA
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- Child, Humans, C-Reactive Protein metabolism, Prospective Studies, Pandemics, Biomarkers, Ferritins, Inflammation, Cytokines metabolism, COVID-19, Sepsis
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Objectives: Interest in using bedside C-reactive protein (CRP) and ferritin levels to identify patients with hyperinflammatory sepsis who might benefit from anti-inflammatory therapies has piqued with the COVID-19 pandemic experience. Our first objective was to identify patterns in CRP and ferritin trajectory among critically ill pediatric sepsis patients. We then examined the association between these different groups of patients in their inflammatory cytokine responses, systemic inflammation, and mortality risks., Data Sources: A prospective, observational cohort study., Study Selection: Children with sepsis and organ failure in nine pediatric intensive care units in the United States., Data Extraction: Two hundred and fifty-five children were enrolled. Five distinct clinical multi-trajectory groups were identified. Plasma CRP (mg/dL), ferritin (ng/mL), and 31 cytokine levels were measured at two timepoints during sepsis (median Day 2 and Day 5). Group-based multi-trajectory models (GBMTM) identified groups of children with distinct patterns of CRP and ferritin., Data Synthesis: Group 1 had normal CRP and ferritin levels ( n = 8; 0% mortality); Group 2 had high CRP levels that became normal, with normal ferritin levels throughout ( n = 80; 5% mortality); Group 3 had high ferritin levels alone ( n = 16; 6% mortality); Group 4 had very high CRP levels, and high ferritin levels ( n = 121; 11% mortality); and Group 5 had very high CRP and very high ferritin levels ( n = 30; 40% mortality). Cytokine responses differed across the five groups, with ferritin levels correlated with macrophage inflammatory protein 1α levels and CRP levels reflective of many cytokines., Conclusions: Bedside CRP and ferritin levels can be used together to distinguish groups of children with sepsis who have different systemic inflammation cytokine responses and mortality risks. These data suggest future potential value in personalized clinical trials with specific targets for anti-inflammatory therapies., Competing Interests: Drs. Horvat’s, Banks’, Newth’s, Shanley’s, Zuppa’s, Sward’s, Dean’s, and Carcillo’s and institutions received funding from the National Institutes of Child Health and Human Development (NICHD). Drs. Banks’s, Berg’s, Wessel’s, Pollack’s, Meert’s, Hall’s, Newth’s, Doctor’s, Shanley’s, Cornell’s, Harrison’s, Zuppa’s, Reeder’s, Holubkov’s, Dean’s, and Carcillo’s institutions received funding from the National Institutes of Health (NIH). Drs. Horvat, Banks, Park, Kernan, Canna, Berg, Wessel, Pollack, Meert, Hall, Newth, Doctor, Shanley, Harrison, Zuppa, Reeder, Sward, Holubkov, Dean, and Carcillo received support for article research from the NIH. Drs. Horvat and Carcillo disclosed the off-label product use of Tumor Necrosis Factor Receptor Apoptosis Inducing Ligand Interleukin Receptor Antagonist Protein. Dr. Kernan’s institution received funding from the NICHD (K12HD047349). Dr. Canna’s institution received funding from InnVention Therapeutix; he received funding from Simcha Therapeutics. Dr. Pollack disclosed that his research is supported by philanthropy from Mallinckrodt Pharmaceuticals. Dr. Hall received funding from La Jolla Pharmaceuticals, Abbvie, and Kiadis. Dr. Hall received funding from Bristol Myers-Squibb (for service on an advisory board) and LaJolla Pharmaceuticals (service as a consultant), both unrelated to the current submission. Dr. Newth received funding from Philips Research North America, Hamilton Medical AG, and Nihon Kohden Orange Med. Dr. Doctor’s institution received funding from the Department of Defense and KaloCyte. Dr. Shanley received funding from Springer publishing, International Pediatric Research Foundation, and Pediatric Academic Societies. Dr. Cornell disclosed he is co-founder of Pre-Dixon Bio. Dr. Holubkov’s institution received funding from AltaThera Pharmaceuticals; he received funding from Pfizer (Data Safety Monitoring Board [DSMB] member), Medimmune (DSMB member), the Physicians Committee for Responsible Medicine (biostatistical consulting), DURECT corporation (biostatistical consulting), Armaron Bio (DSMB past member), and St Jude Medical (DSMB past member). Dr. Carcillo’s institution received funding from the National Institutes of General Medical Sciences. The remaining authors have disclosed that they do not have any potential conflicts of interest., (Copyright © 2022 by the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies.)
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- 2022
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31. The Temporal Association of the COVID-19 Pandemic and Pediatric Cardiopulmonary Resuscitation Quality and Outcomes.
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Morgan RW, Wolfe HA, Reeder RW, Alvey JS, Frazier AH, Friess SH, Maa T, McQuillen PS, Meert KL, Nadkarni VM, Sharron MP, Siems A, Yates AR, Ahmed T, Bell MJ, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Dean JM, Diddle JW, Federman M, Fernandez R, Fink EL, Franzon D, Hall M, Hehir D, Horvat CM, Huard LL, Manga A, Mourani PM, Naim MY, Notterman D, Pollack MM, Sapru A, Schneiter C, Srivastava N, Tabbutt S, Tilford B, Viteri S, Wessel D, Zuppa AF, Berg RA, and Sutton RM
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- Child, Humans, Pandemics, Retrospective Studies, Prospective Studies, COVID-19 epidemiology, COVID-19 therapy, Cardiopulmonary Resuscitation methods, Heart Arrest epidemiology, Heart Arrest therapy
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Objectives: The COVID-19 pandemic resulted in adaptations to pediatric resuscitation systems of care. The objective of this study was to determine the temporal association between the pandemic and pediatric in-hospital cardiac arrest (IHCA) process of care metrics, cardiopulmonary resuscitation (cardiopulmonary resuscitation) quality, and patient outcomes., Design: Multicenter retrospective analysis of a dataset comprising observations of IHCA outcomes pre pandemic (March 1, 2019 to February 29, 2020) versus pandemic (March 1, 2020 to February 28, 2021)., Setting: Data source was the ICU-RESUScitation Project ("ICU-RESUS;" NCT028374497), a prospective, multicenter, cluster randomized interventional trial., Patients: Children (≤ 18 yr) who received cardiopulmonary resuscitation while admitted to the ICU and were enrolled in ICU-RESUS., Interventions: None., Measurements and Main Results: Among 429 IHCAs meeting inclusion criteria, occurrence during the pandemic period was associated with higher frequency of hypotension as the immediate cause of arrest. Cardiac arrest physiology, cardiopulmonary resuscitation quality metrics, and postarrest physiologic and quality of care metrics were similar between the two periods. Survival with favorable neurologic outcome (Pediatric Cerebral Performance Category score 1-3 or unchanged from baseline) occurred in 102 of 195 subjects (52%) during the pandemic compared with 140 of 234 (60%) pre pandemic ( p = 0.12). Among survivors, occurrence of IHCA during the pandemic period was associated with a greater increase in Functional Status Scale (FSS) (i.e., worsening) from baseline (1 [0-3] vs 0 [0-2]; p = 0.01). After adjustment for confounders, IHCA survival during the pandemic period was associated with a greater increase in FSS from baseline (+1.19 [95% CI, 0.35-2.04] FSS points; p = 0.006) and higher odds of a new FSS-defined morbidity (adjusted odds ratio, 1.88 [95% CI, 1.03-3.46]; p = 0.04)., Conclusions: Using the ICU-RESUS dataset, we found that relative to the year prior, pediatric IHCA during the first year of the COVID-19 pandemic was associated with greater worsening of functional status and higher odds of new functional morbidity among survivors., Competing Interests: Drs. Morgan, Wolfe, Reeder, Alvey, Frazier, Friess, Maa, McQuillen, Meert, Yates, Bell, Burns, Carcillo, Carpenter, Dean, Fink, Franzon, Hall, Horvat, Manga, Mourani, Naim, Pollack, Sapru, Wessel, Zuppa, and Sutton received support for article research from the National Institutes of Health (NIH). Drs. Wolfe, Reeder, Alvey, Frazier, Friess, Meert, Yates, Carpenter, Dean, Fink, Hall, Manga, Mourani, Naim, Pollack, Sapru, and Zuppa’s institutions received funding from the NIH. Dr. Wolfe received funding from The Debriefing Academy and Zoll. Drs. Maa, Carcillo, and Sutton’s institutions received funding from the National Heart, Lung, and Blood Institute. Drs. Maa’s, McQuillen’s, Bell’s, Carcillo’s, and Horvat’s institutions received funding from the National Institute of Child Health and Human Development. Dr. Carcillo’s institution received funding from the National Institute of General Medical Sciences. Dr. Fink’s institution received funding from the Neurocritical Care Society; she received funding from the American Board of Pediatrics. Dr. Franzon received funding from the Health Navigator Foundation. Dr. Hall received funding fom La Jolla Pharmaceuticals, Abbvie, and Kiadis. Dr. Hall reports grant funding from the NIH, serving as a consultant for LaJolla Pharmaceuticals (service on a data safety and monitoring board [DSMB]) and Abbvie (service on a DSMB), and licensing income from Kiadis. Dr. Pollack reports grant funding from the NIH and from Mallinckrodt Pharmaceuticals, LLC. Dr. Tilford disclosed that he is an employee of Central Michigan University and University Pediatricians. Dr. Wessel’s institution received funding from the Children’s Hospital of Philadelphia; he received funding from the NIH. Dr. Sutton disclosed that he is the chair of the Pediatric Research Task Force of the American Heart Association’s Get with the Guidelines-Resuscitation Registry. The remaining authors have disclosed that they do not have any potential conflicts of interest., (Copyright © 2022 by the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies.)
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- 2022
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32. Sodium Bicarbonate Use During Pediatric Cardiopulmonary Resuscitation: A Secondary Analysis of the ICU-RESUScitation Project Trial.
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Cashen K, Reeder RW, Ahmed T, Bell MJ, Berg RA, Burns C, Carcillo JA, Carpenter TC, Dean JM, Diddle JW, Federman M, Fink EL, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Horvat CM, Huard LL, Maa T, Manga A, McQuillen PS, Morgan RW, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Palmer CA, Pollack MM, Schneiter C, Sharron MP, Srivastava N, Wessel D, Wolfe HA, Yates AR, Zuppa AF, Sutton RM, and Meert KL
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- Child, Cohort Studies, Humans, Infant, Intensive Care Units, Prospective Studies, Sodium Bicarbonate therapeutic use, Cardiopulmonary Resuscitation, Heart Arrest drug therapy
- Abstract
Objectives: To evaluate associations between sodium bicarbonate use and outcomes during pediatric in-hospital cardiac arrest (p-IHCA)., Design: Prespecified secondary analysis of a prospective, multicenter cluster randomized interventional trial., Setting: Eighteen participating ICUs of the ICU-RESUScitation Project (NCT02837497)., Patients: Children less than or equal to 18 years old and greater than or equal to 37 weeks post conceptual age who received chest compressions of any duration from October 2016 to March 2021., Interventions: None., Measurements and Main Results: Child and event characteristics, prearrest laboratory values (2-6 hr prior to p-IHCA), pre- and intraarrest hemodynamics, and outcomes were collected. In a propensity score weighted cohort, the relationships between sodium bicarbonate use and outcomes were assessed. The primary outcome was survival to hospital discharge. Secondary outcomes included return of spontaneous circulation (ROSC) and survival to hospital discharge with favorable neurologic outcome. Of 1,100 index cardiopulmonary resuscitation events, median age was 0.63 years (interquartile range, 0.19-3.81 yr); 528 (48.0%) received sodium bicarbonate; 773 (70.3%) achieved ROSC; 642 (58.4%) survived to hospital discharge; and 596 (54.2%) survived to hospital discharge with favorable neurologic outcome. Among the weighted cohort, sodium bicarbonate use was associated with lower survival to hospital discharge rate (adjusted odds ratio [aOR], 0.7; 95% CI, 0.54-0.92; p = 0.01) and lower survival to hospital discharge with favorable neurologic outcome rate (aOR, 0.69; 95% CI, 0.53-0.91; p = 0.007). Sodium bicarbonate use was not associated with ROSC (aOR, 0.91; 95% CI, 0.62-1.34; p = 0.621)., Conclusions: In this propensity weighted multicenter cohort study of p-IHCA, sodium bicarbonate use was common and associated with lower rates of survival to hospital discharge., Competing Interests: Drs. Reeder’s, Carcillo’s, Carpenter’s, Dean’s, Fink’s, Frazier’s, Friess’, Hall’s, Manga’s, Morgan’s, Mourani’s, Nadkarni’s, Naim’s, Palmer’s, Pollack’s, Wessel’s, Wolfe’s, Yates’, Zuppa’s, Sutton’s, and Meert’s institutions received funding from the National Institutes of Health (NIH). Drs. Reeder, Berg, Carcillo, Carpenter, Dean, Fink, Frazier, Friess, Hall, Horvat, Maa, McQuillen, Morgan, Mourani, Nadkarni, Naim, Palmer, Pollack, Wessel, Wolfe, Yates, Zuppa, and Meert received support for article research from the NIH. Dr. Berg’s institution received funding from the National Institute of Child Health and Human Development (NICHD) Collaborative Pediatric Critical Care Research Network grant and the National Heart, Lung, and Blood Institute (NHLBI) ICU-RESUS trial grant. Dr. Fink’s institution received funding from the Neurocritical Care Society; she received funding from the American Board of Pediatrics and the Child Neurology Society. Dr. Friess received funding from an expert witness testimony. Dr. Hall received funding from Abbvie, La Jolla Pharmaceuticals, and Kiadis. Drs. Horvat, Maa, and McQuillen’s institutions received funding from the NICHD. Dr. Horvat’s institution received funding from the National Institute of Neurological Disorders and Stroke. Dr. Maa’s institution received funding from the NHLBI. Dr. Mourani disclosed the off-label product use of sodium bicarbonate. Dr. Pollack disclosed work for hire. Dr. Wolfe received funding from The Debriefing Academy and Zoll. The remaining authors have disclosed that they do not have any potential conflicts of interest., (Copyright © 2022 by the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies.)
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33. A whole blood microsampling furosemide assay: development, validation and use in a pediatric pharmacokinetic study.
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Bamat NA, Vedar C, Reilly ME, Moorthy GS, and Zuppa AF
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- Blood Specimen Collection methods, Child, Chromatography, Liquid methods, Diuretics, Dried Blood Spot Testing methods, Humans, Infant, Newborn, Prospective Studies, Furosemide, Tandem Mass Spectrometry methods
- Abstract
Background: Furosemide is a commonly used diuretic for the treatment of edema. The pharmacokinetics of furosemide in neonates as they mature remains poorly understood. Microsampling assays facilitate research in pediatric populations. Results: We developed and validated a liquid chromatography-tandem mass spectrometry method for the quantitation of furosemide in human whole blood with volumetric absorptive microsampling (VAMS) devices (10 μl). Furosemide was stable in human whole blood VAMS under the study's assay conditions. This work established stability for furosemide for 161 days when stored as dried microsamples at -78°C. Conclusion: This method is being applied for the quantitation of furosemide in whole blood VAMS in an ongoing prospective pediatric clinical study. Representative clinical data are reported.
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34. Dexmedetomidine in Children on Extracorporeal Membrane Oxygenation: Pharmacokinetic Data Exploration Using Previously Published Models.
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Thibault C and Zuppa AF
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Background: Dexmedetomidine is a sedative and analgesic increasingly used in children supported with extracorporeal membrane oxygenation (ECMO). No data is available to describe the pharmacokinetics (PK) of dexmedetomidine in this population., Methods: We performed a single-center prospective PK study. Children <18 years old, supported with ECMO, and on a dexmedetomidine infusion as part of their management were prospectively included. PK samples were collected. Dexmedetomidine dosing remained at the discretion of the clinical team. Six population PK models built in pediatrics were selected. Observed concentrations were compared with population predicted concentrations using the PK models., Results: Eight children contributed 30 PK samples. None of the PK models evaluated predicted the concentrations with acceptable precision and bias. Four of the six evaluated models overpredicted the concentrations. The addition of a correction factor on clearance improved models' fit. Two of the evaluated models were not applicable to our whole population age range because of their structure., Conclusion: Most of the evaluated PK models overpredicted the concentrations, potentially indicating increased clearance on ECMO. Population PK models applicable to a broad spectrum of ages and pathologies are more practical in pediatric critical care settings but challenging to develop., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Thibault and Zuppa.)
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- 2022
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35. A Pharmacokinetic Analysis of Tobramycin in Patients Less than Five Years of Age with Cystic Fibrosis: Assessment of Target Attainment with Extended-Interval Dosing through Simulation.
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Downes KJ, Grim A, Shanley L, Rubenstein RC, Zuppa AF, and Gastonguay MR
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- Adolescent, Adult, Anti-Bacterial Agents pharmacokinetics, Child, Computer Simulation, Humans, Retrospective Studies, Cystic Fibrosis drug therapy, Tobramycin pharmacokinetics
- Abstract
Extended interval dosing of tobramycin is recommended for treatment of pulmonary exacerbations in adults and older children with cystic fibrosis (CF), but data are limited in patients less than 5 years of age. We performed a retrospective population pharmacokinetic (PK) analysis of hospitalized children with CF <5 years of age prescribed intravenous tobramycin for a pulmonary exacerbation from March 2011 to September 2018 at our hospital. Children with normal renal function who had ≥1 tobramycin concentration available were included. Nonlinear mixed effects population PK modeling was performed using NONMEM using data from the first 48 h of tobramycin treatment. Monte Carlo simulations were implemented to determine the fraction of simulated patients that met published therapeutic targets with regimens of 10-15 mg/kg/day once-daily dosing. Fifty-eight patients received 111 tobramycin courses (range 1-9/patient). A two-compartment model best described the data. Age, glomerular filtration rate, and vancomycin coadministration were significant covariates on tobramycin clearance. The typical values of clearance and central volume of distribution were 0.252 L/hr/kg^0.75 and 0.308 L/kg, respectively. No once-daily regimens achieved all pre-specified targets simultaneously in >75% of simulated subjects. A dosage of 13 mg/kg/dose best met the predefined targets of C
max >25 mg/L and AUC24 of 80-120 mg·h/L. Based on our population PK analysis and simulations, once-daily dosing of tobramycin would not achieve all therapeutic goals in young patients with CF. However, extended-interval dosing regimens may attain therapeutic targets in the majority of young patients.- Published
- 2022
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36. Antimicrobial Dosing Recommendations in Pediatric Continuous Renal Replacement Therapy: A Critical Appraisal of Current Evidence.
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Stitt G, Dubinsky S, Edginton A, Huang YV, Zuppa AF, Watt K, and Downes K
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Objectives: Continuous renal replacement therapy (CRRT) is commonly employed in critically ill children and is known to affect antimicrobial pharmacokinetics. There is a lack of readily available, evidence-based antimicrobial dosing recommendations in pediatric CRRT. This study aims to quantify commonly used antimicrobial drugs in pediatric CRRT and identify gaps between contemporary literature-based dosing recommendations and those presented in a frequently used dosing reference., Methods: The Pediatric Health Information System (PHIS) database was queried from July 1, 2018 through June 30, 2021 to identify admissions in which antimicrobials were billed on the same day as CRRT. Drugs of interest were selected if at least 10% of admission involved administration on at least one CRRT day, with additional clinically important antimicrobials selected by the authors. A comprehensive literature search was performed to identify antimicrobial pharmacokinetic (PK) studies in children for each selected drug. For identified articles, dosing recommendations were extracted and compared to those in a popular tertiary dosing reference (Lexi-Comp Online database). The level of agreement of the dosing recommendations was assessed., Results: 77 unique antimicrobial agents were identified amongst 812 admissions from 20 different PHIS hospitals. Fifteen antimicrobials were billed on the same day as CRRT in ≥10% of admissions, with 4 additional drugs deemed clinically relevant by the authors. Twenty PK studies were identified for these 19 drugs, and dosing recommendations were included in 8 (42.1%) of them. Seventeen agents (89.5%) had some type of CRRT-specific dosing guidance in Lexi-Comp, with only 1 directly based on a pediatric CRRT study. For the 8 agents with PK data available, Lexi-Comp recommendations matched primary literature dosing guidance in 3 (37.5%). Two (25%) lacked agreement between the Lexi-Comp and primary literature, and the remaining 3 (37.5%) had partial agreement with multiple dosing regimens suggested in the primary literature and at least one of these regimens recommended by Lexi-Comp., Conclusion: Significant gaps exist in the data supporting antimicrobial dosing recommendations for children receiving CRRT. Future studies should focus on antimicrobial dosing in pediatric CRRT, emphasizing provision of robust data from which dosing recommendations can be promptly incorporated into tertiary dosing references., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Stitt, Dubinsky, Edginton, Huang, Zuppa, Watt and Downes.)
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- 2022
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37. Machine learning derivation of four computable 24-h pediatric sepsis phenotypes to facilitate enrollment in early personalized anti-inflammatory clinical trials.
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Qin Y, Kernan KF, Fan Z, Park HJ, Kim S, Canna SW, Kellum JA, Berg RA, Wessel D, Pollack MM, Meert K, Hall M, Newth C, Lin JC, Doctor A, Shanley T, Cornell T, Harrison RE, Zuppa AF, Banks R, Reeder RW, Holubkov R, Notterman DA, Michael Dean J, and Carcillo JA
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- Anti-Inflammatory Agents, C-Reactive Protein, Child, Clinical Trials as Topic, Creatinine, Ferritins, Humans, Machine Learning, Multiple Organ Failure etiology, Organ Dysfunction Scores, Phenotype, Reproducibility of Results, Macrophage Activation Syndrome complications, Sepsis, Thrombocytopenia
- Abstract
Background: Thrombotic microangiopathy-induced thrombocytopenia-associated multiple organ failure and hyperinflammatory macrophage activation syndrome are important causes of late pediatric sepsis mortality that are often missed or have delayed diagnosis. The National Institutes of General Medical Science sepsis research working group recommendations call for application of new research approaches in extant clinical data sets to improve efficiency of early trials of new sepsis therapies. Our objective is to apply machine learning approaches to derive computable 24-h sepsis phenotypes to facilitate personalized enrollment in early anti-inflammatory trials targeting these conditions., Methods: We applied consensus, k-means clustering analysis to our extant PHENOtyping sepsis-induced Multiple organ failure Study (PHENOMS) dataset of 404 children. 24-hour computable phenotypes are derived using 25 available bedside variables including C-reactive protein and ferritin., Results: Four computable phenotypes (PedSep-A, B, C, and D) are derived. Compared to all other phenotypes, PedSep-A patients (n = 135; 2% mortality) were younger and previously healthy, with the lowest C-reactive protein and ferritin levels, the highest lymphocyte and platelet counts, highest heart rate, and lowest creatinine (p < 0.05); PedSep-B patients (n = 102; 12% mortality) were most likely to be intubated and had the lowest Glasgow Coma Scale Score (p < 0.05); PedSep-C patients (n = 110; mortality 10%) had the highest temperature and Glasgow Coma Scale Score, least pulmonary failure, and lowest lymphocyte counts (p < 0.05); and PedSep-D patients (n = 56, 34% mortality) had the highest creatinine and number of organ failures, including renal, hepatic, and hematologic organ failure, with the lowest platelet counts (p < 0.05). PedSep-D had the highest likelihood of developing thrombocytopenia-associated multiple organ failure (Adj OR 47.51 95% CI [18.83-136.83], p < 0.0001) and macrophage activation syndrome (Adj OR 38.63 95% CI [13.26-137.75], p < 0.0001)., Conclusions: Four computable phenotypes are derived, with PedSep-D being optimal for enrollment in early personalized anti-inflammatory trials targeting thrombocytopenia-associated multiple organ failure and macrophage activation syndrome in pediatric sepsis. A computer tool for identification of individual patient membership ( www.pedsepsis.pitt.edu ) is provided. Reproducibility will be assessed at completion of two ongoing pediatric sepsis studies., (© 2022. The Author(s).)
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- 2022
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38. Comparing LASSO and random forest models for predicting neurological dysfunction among fluoroquinolone users.
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Ellis DE, Hubbard RA, Willis AW, Zuppa AF, Zaoutis TE, and Hennessy S
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- Adult, Cohort Studies, Comorbidity, Humans, Fluoroquinolones adverse effects, Machine Learning
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Background: Fluoroquinolones are associated with central (CNS) and peripheral (PNS) nervous system symptoms, and predicting the risk of these outcomes may have important clinical implications. Both LASSO and random forest are appealing modeling methods, yet it is not clear which method performs better for clinical risk prediction., Purpose: To compare models developed using LASSO versus random forest for predicting neurological dysfunction among fluoroquinolone users., Methods: We developed and validated risk prediction models using claims data from a commercially insured population. The study cohort included adults dispensed an oral fluoroquinolone, and outcomes were CNS and PNS dysfunction. Model predictors included demographic variables, comorbidities and medications known to be associated with neurological symptoms, and several healthcare utilization predictors. We assessed the accuracy and calibration of these models using measures including AUC, calibration curves, and Brier scores., Results: The underlying cohort contained 16 533 (1.18%) individuals with CNS dysfunction and 46 995 (3.34%) individuals with PNS dysfunction during 120 days of follow-up. For CNS dysfunction, LASSO had an AUC of 0.81 (95% CI: 0.80, 0.82), while random forest had an AUC of 0.80 (95% CI: 0.80, 0.81). For PNS dysfunction, LASSO had an AUC of 0.75 (95% CI: 0.74, 0.76) versus an AUC of 0.73 (95% CI: 0.73, 0.74) for random forest. Both LASSO models had better calibration, with Brier scores 0.17 (LASSO) versus 0.20 (random forest) for CNS dysfunction and 0.20 (LASSO) versus 0.25 (random forest) for PNS dysfunction., Conclusions: LASSO outperformed random forest in predicting CNS and PNS dysfunction among fluoroquinolone users, and should be considered for modeling when the cohort is modest in size, when the number of model predictors is modest, and when predictors are primarily binary., (© 2021 John Wiley & Sons Ltd.)
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- 2022
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39. Association between postmenstrual age and furosemide dosing practices in very preterm infants.
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Bamat NA, Thompson EJ, Greenberg RG, Lorch SA, Zuppa AF, Eichenwald EC, Tolia VN, Clark RH, Smith PB, Hornik CP, Lang JE, and Laughon MM
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- Fetal Growth Retardation, Humans, Infant, Infant, Newborn, Infant, Premature, Infant, Very Low Birth Weight, Intensive Care Units, Neonatal, Furosemide, Infant, Premature, Diseases
- Abstract
Objective: Furosemide renal clearance is slow after very preterm (VP) birth and increases with postnatal maturation. We compared furosemide dose frequency and total daily dose between postmenstrual age (PMA) groups in VP infants., Study Design: Observational cohort study of VP infants exposed to a repeated-dose course of furosemide in Pediatrix neonatal intensive care units (NICU) from 1997 to 2016., Results: We identified 6565 furosemide courses among 4638 infants. There were no statistically significant differences between PMA groups on the odds of receiving more frequent furosemide dosing. Furosemide courses initiated at <28 weeks PMA were associated with a higher total daily dose than those initiated at a later PMA., Conclusions: Furosemide dosing practices in the NICU are similar across PMA groups, despite maturational changes in drug disposition. Research is needed to identify and test rational dosing strategies across the PMA spectrum for this commonly used but unproven pharmacotherapy., (© 2022. The Author(s), under exclusive licence to Springer Nature America, Inc.)
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- 2022
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40. Lower respiratory tract infections in children requiring mechanical ventilation: a multicentre prospective surveillance study incorporating airway metagenomics.
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Tsitsiklis A, Osborne CM, Kamm J, Williamson K, Kalantar K, Dudas G, Caldera S, Lyden A, Tan M, Neff N, Soesanto V, Harris JK, Ambroggio L, Maddux AB, Carpenter TC, Reeder RW, Locandro C, Simões EAF, Leroue MK, Hall MW, Zuppa AF, Carcillo J, Meert KL, Sapru A, Pollack MM, McQuillen PS, Notterman DA, Dean JM, Zinter MS, Wagner BD, DeRisi JL, Mourani PM, and Langelier CR
- Subjects
- Bacteria genetics, Child, Cohort Studies, Critical Illness, Haemophilus influenzae, Humans, Metagenomics, Moraxella catarrhalis, Prospective Studies, Respiration, Artificial, United States, Respiratory Syncytial Virus, Human, Respiratory Tract Infections diagnosis
- Abstract
Background: Lower respiratory tract infections (LRTI) are a leading cause of critical illness and mortality in mechanically ventilated children; however, the pathogenic microbes frequently remain unknown. We combined traditional diagnostics with metagenomic next generation sequencing (mNGS) to evaluate the cause of LRTI in critically ill children., Methods: We conducted a prospective, multicentre cohort study of critically ill children aged 31 days to 17 years with respiratory failure requiring mechanical ventilation (>72 h) in the USA. By combining bacterial culture and upper respiratory viral PCR testing with mNGS of tracheal aspirate collected from all patients within 24 h of intubation, we determined the prevalence, age distribution, and seasonal variation of viral and bacterial respiratory pathogens detected by either method in children with or without LRTI., Findings: Between Feb 26, 2015, and Dec 31, 2017, of the 514 enrolled patients, 397 were eligible and included in the study (276 children with LRTI and 121 with no evidence of LRTI). A presumptive microbiological cause was identified in 255 (92%) children with LRTI, with respiratory syncytial virus (127 [46%]), Haemophilus influenzae (70 [25%]), and Moraxella catarrhalis (65 [24%]) being most prevalent. mNGS identified uncommon pathogens including Ureaplasma parvum and Bocavirus. Co-detection of viral and bacterial pathogens occurred in 144 (52%) patients. Incidental carriage of potentially pathogenic microbes occurred in 82 (68%) children without LRTI, with rhinovirus (30 [25%]) being most prevalent. Respiratory syncytial virus (p<0·0001), H influenzae (p=0·0006), and M catarrhalis (p=0·0002) were most common in children younger than 5 years. Viral and bacterial LRTI occurred predominantly during winter months., Interpretation: These findings demonstrate that respiratory syncytial virus, H influenzae, and M catarrhalis contribute disproportionately to severe paediatric LRTI, co-infections are common, and incidental carriage of potentially pathogenic microbes occurs frequently. Further, we provide a framework for future epidemiological and emerging pathogen surveillance studies, highlighting the potential for metagenomics to enhance clinical diagnosis., Funding: US National Institutes of Health and CZ Biohub., Competing Interests: Declaration of interests JK reports support from Genentech, outside the submitted work. LA reports funding from Pfizer, outside the submitted work. ABM reports grants from the Francis Family Foundation and the US National Institutes of Health (NIH) Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), outside the submitted work. EAFS reports grants from the US NIH during the conduct of the study. EAFS reports grants, personal fees, and non-financial support from AstraZeneca, Merck, Regeneron, Pfizer, and Roche; personal fees, non-financial support, and other support from AbbVie; personal fees from Alere; other support from GSK; grants from Johnson and Johnson; and grants and non-financial support from Novavax, outside the submitted work. MWH reports grants from NIH NICHD, during the conduct of the study; and personal fees from La Jolla Pharmaceuticals, outside the submitted work. AFZ received NICHD funding through the Collaborative Pediatric Critical Care Research Network during the conduct of the study. KLM reports grants from NIH, during the conduct of the study. AS reports grants from NIH, outside the submitted work. MMP reports grants from NIH, during the conduct of the study. PSM reports grants from NIH NICHD, during the conduct of the study. JMD reports grants from NIH, during the conduct of the study. MSZ reports grants from National Heart, Lung, and Blood Institute (NHLBI; K23HL146936), outside the submitted work. PMM reports grants from NIH, during the conduct of the study. All other authors declare no competing interests., (Copyright © 2022 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY-NC-ND 4.0 license. Published by Elsevier Ltd.. All rights reserved.)
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41. Sequestration of Dexmedetomidine in Ex Vivo Cardiopulmonary Bypass Circuits.
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Wilder NS, Andropoulos DB, Paugh T, Kibler KK, Nicolson SC, Zuppa AF, and Moorthy GS
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- Cardiopulmonary Bypass methods, Heart-Lung Machine, Humans, Hypnotics and Sedatives, Infant, Infant, Newborn, Cardiac Surgical Procedures, Dexmedetomidine
- Abstract
Dexmedetomidine (DEX) is a sedative used in combination with other drugs in neonates and infants undergoing cardiac surgery using cardiopulmonary bypass (CPB). This study aimed to evaluate the disposition of DEX after administration to the ex vivo CPB circuits following different bolus doses and continuous infusion of DEX, including the effect of circuit coating, temperature, and modified ultrafiltration (MUF). Cardiopulmonary bypass circuits were setup ex vivo and primed with reconstituted blood. Dexmedetomidine was administered to the circuit (as a single bolus or single bolus along with continuous infusion). The circuit was allowed to equilibrate during the first 5 minutes, blood samples were collected at multiple time points (5-240 minutes). Blood samples were processed to collect plasma and analyzed for DEX with a validated assay. The majority of DEX sequestration in ex vivo CPB circuits occurred within the first 15 minutes. The percent of DEX remained in plasma pre-MUF (16-71%) and post-MUF (22-92%) varied depending on the dose and dosing scheme. Modified ultrafiltration significantly increased the plasma concentration of DEX in 19 of 23 circuits by an average of 12.1 ± 4.25% (p < 0.05). The percent sequestration of DEX was lower in CPB circuits at lower DEX doses compared to higher doses. A combination of DEX initial loading dose and continuous infusion resulted in steady concentrations of DEX over 4 hours. At therapeutically relevant concentrations of DEX (485-1,013 pg/ml), lower sequestration was observed in ex vivo CPB circuits compared to higher doses. The sequestration of DEX to circuits should be considered to achieve the optimal concentration of DEX during CPB surgery., Competing Interests: Disclosures: The authors have no conflicts of interest to report., (Copyright © ASAIO 2021.)
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- 2022
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42. Effect of Physiologic Point-of-Care Cardiopulmonary Resuscitation Training on Survival With Favorable Neurologic Outcome in Cardiac Arrest in Pediatric ICUs: A Randomized Clinical Trial.
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Sutton RM, Wolfe HA, Reeder RW, Ahmed T, Bishop R, Bochkoris M, Burns C, Diddle JW, Federman M, Fernandez R, Franzon D, Frazier AH, Friess SH, Graham K, Hehir D, Horvat CM, Huard LL, Landis WP, Maa T, Manga A, Morgan RW, Nadkarni VM, Naim MY, Palmer CA, Schneiter C, Sharron MP, Siems A, Srivastava N, Tabbutt S, Tilford B, Viteri S, Berg RA, Bell MJ, Carcillo JA, Carpenter TC, Dean JM, Fink EL, Hall M, McQuillen PS, Meert KL, Mourani PM, Notterman D, Pollack MM, Sapru A, Wessel D, Yates AR, and Zuppa AF
- Subjects
- Adolescent, Blood Pressure, Child, Child, Preschool, Clinical Competence, Female, Heart Arrest complications, Hospital Mortality, Humans, Infant, Infant, Newborn, Intensive Care Units, Pediatric, Male, Survival Analysis, Treatment Outcome, Cardiopulmonary Resuscitation education, Heart Arrest therapy, Nervous System Diseases etiology, Quality Improvement
- Abstract
Importance: Approximately 40% of children who experience an in-hospital cardiac arrest survive to hospital discharge. Achieving threshold intra-arrest diastolic blood pressure (BP) targets during cardiopulmonary resuscitation (CPR) and systolic BP targets after the return of circulation may be associated with improved outcomes., Objective: To evaluate the effectiveness of a bundled intervention comprising physiologically focused CPR training at the point of care and structured clinical event debriefings., Design, Setting, and Participants: A parallel, hybrid stepped-wedge, cluster randomized trial (Improving Outcomes from Pediatric Cardiac Arrest-the ICU-Resuscitation Project [ICU-RESUS]) involving 18 pediatric intensive care units (ICUs) from 10 clinical sites in the US. In this hybrid trial, 2 clinical sites were randomized to remain in the intervention group and 2 in the control group for the duration of the study, and 6 were randomized to transition from the control condition to the intervention in a stepped-wedge fashion. The index (first) CPR events of 1129 pediatric ICU patients were included between October 1, 2016, and March 31, 2021, and were followed up to hospital discharge (final follow-up was April 30, 2021)., Intervention: During the intervention period (n = 526 patients), a 2-part ICU resuscitation quality improvement bundle was implemented, consisting of CPR training at the point of care on a manikin (48 trainings/unit per month) and structured physiologically focused debriefings of cardiac arrest events (1 debriefing/unit per month). The control period (n = 548 patients) consisted of usual pediatric ICU management of cardiac arrest., Main Outcomes and Measures: The primary outcome was survival to hospital discharge with a favorable neurologic outcome defined as a Pediatric Cerebral Performance Category score of 1 to 3 or no change from baseline (score range, 1 [normal] to 6 [brain death or death]). The secondary outcome was survival to hospital discharge., Results: Among 1389 cardiac arrests experienced by 1276 patients, 1129 index CPR events (median patient age, 0.6 [IQR, 0.2-3.8] years; 499 girls [44%]) were included and 1074 were analyzed in the primary analysis. There was no significant difference in the primary outcome of survival to hospital discharge with favorable neurologic outcomes in the intervention group (53.8%) vs control (52.4%); risk difference (RD), 3.2% (95% CI, -4.6% to 11.4%); adjusted OR, 1.08 (95% CI, 0.76 to 1.53). There was also no significant difference in survival to hospital discharge in the intervention group (58.0%) vs control group (56.8%); RD, 1.6% (95% CI, -6.2% to 9.7%); adjusted OR, 1.03 (95% CI, 0.73 to 1.47)., Conclusions and Relevance: In this randomized clinical trial conducted in 18 pediatric intensive care units, a bundled intervention of cardiopulmonary resuscitation training at the point of care and physiologically focused structured debriefing, compared with usual care, did not significantly improve patient survival to hospital discharge with favorable neurologic outcome among pediatric patients who experienced cardiac arrest in the ICU., Trial Registration: ClinicalTrials.gov Identifier: NCT02837497.
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- 2022
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43. Comparative risk of serious hypoglycemia among persons dispensed a fluoroquinolone versus a non-fluoroquinolone antibiotic.
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Ellis DE, Hubbard RA, Willis AW, Zuppa AF, Zaoutis TE, and Hennessy S
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- Adult, Anti-Bacterial Agents adverse effects, Cohort Studies, Humans, Odds Ratio, Fluoroquinolones adverse effects, Hypoglycemia chemically induced, Hypoglycemia drug therapy, Hypoglycemia epidemiology
- Abstract
Aim: Fluoroquinolone antibiotics have been implicated in cases of metabolic adverse events. This study investigated the causal association between fluoroquinolones and serious hypoglycemia in those with and without diabetes., Methods: We conducted a propensity score-matched cohort study using Optum claims data. We included adults dispensed an oral fluoroquinolone or comparator antibiotic between January 2000 and September 2015 for specific infections of interest. The outcome was serious hypoglycemia, defined using a validated algorithm. Conditional logistic regression was used to estimate odds ratios (ORs) in diabetes and non-diabetes cohorts after matching on propensity scores fitted using confounding variables of interest., Results: Our cohort contained 119,112 individuals with diabetes and 917,867 individuals without diabetes exposed to a fluoroquinolone, matched 1:1 with a comparator. Matching produced balance (standardized mean difference < 0.1) on all variables included in the propensity score. The OR for the association between fluoroquinolones and serious hypoglycemia was 1.28 (95% confidence interval [CI]: 1.04-1.57) in the entire cohort, 1.30 (95% CI: 1.05-1.62) in individuals with diabetes, and 1.06 (95% CI: 0.53-2.13) in individuals without diabetes., Conclusion: Fluoroquinolone users are at an increased risk of serious hypoglycemia relative to comparator antibiotic users. This association was evident only among persons diagnosed with diabetes., (Copyright © 2022 Elsevier B.V. All rights reserved.)
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- 2022
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44. Development, validation, and implementation of an UHPLC-MS/MS method for the quantitation of furosemide in infant urine samples.
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Vedar C, Bamat NA, Zuppa AF, Reilly ME, and Moorthy GS
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- Child, Chromatography, High Pressure Liquid methods, Humans, Infant, Newborn, Infant, Premature, Reproducibility of Results, Furosemide, Tandem Mass Spectrometry methods
- Abstract
Furosemide is a diuretic drug used to increase urine flow in order to reduce the amount of salt and water in the body. It is commonly utilized to treat preterm infants with chronic lung disease of prematurity. There is a need for a simple and reliable quantitation of furosemide in human urine. We have developed and validated an ultra-high performance liquid chromatography-tandem mass spectrometry method for furosemide quantitation in human urine with an assay range of 0.100-50.0 μg/ml. Sample preparation involved solid-phase extraction with 10 μl of urine. Intra-day accuracies and precisions for the quality control samples were 94.5-106 and 1.86-10.2%, respectively, while inter-day accuracies and precision were 99.2-102 and 3.38-7.41%, respectively. Recovery for furosemide had an average of 23.8%, with an average matrix effect of 101%. Furosemide was stable in human urine under the assay conditions. Stability for furosemide was shown at 1 week (room temperature, 4, -20 and -78°C), 6 months (-78°C), and through three freeze-thaw cycles. This robust assay demonstrates accurate and precise quantitation of furosemide in a small volume (10 μl) of human urine. It is currently being implemented in an ongoing pediatric clinical study., (© 2021 John Wiley & Sons, Ltd.)
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- 2022
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45. Pharmacokinetics of Cefepime in Children on Extracorporeal Membrane Oxygenation: External Model Validation, Model Improvement and Dose Optimization.
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Thibault C, Moorthy GS, Vedar C, Naim MY, DiLiberto MA, and Zuppa AF
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- Anti-Bacterial Agents pharmacology, Critical Illness, Female, Humans, Infant, Male, Microbial Sensitivity Tests, Prospective Studies, Cefepime administration & dosage, Cefepime pharmacokinetics, Extracorporeal Membrane Oxygenation
- Abstract
Background: Cefepime is a first-line therapy for Gram-negative infections in children on extracorporeal membrane oxygenation. Cefepime pharmacokinetics (PK) in children on extracorporeal membrane oxygenation still needs to be better established., Methods: This was a prospective single-center PK study. A maximum of 12 PK samples per patient were collected in children <18 years old on extracorporeal membrane oxygenation who received clinically indicated cefepime. External validation of a previously published population PK model was performed by applying the model in a new data set. The predictive performance of the model was determined by calculating prediction errors. Because of poor predictive performance, a revised model was developed using NONMEM and a combined data set that included data from both studies. Dose-exposure simulations were performed using the final model. Optimal dosing was judged based on the ability to maintain free cefepime concentrations above the minimal inhibitory concentration (MIC) for 68% and 100% of the dosing interval., Results: Seventeen children contributed 105 PK samples. The mean (95% CI) and median (interquartile range) prediction errors were 33.7% (19.8-47.7) and 17.5% (-22.6 to 74.4). A combined data set was created, which included 33 children contributing 310 PK samples. The final improved 2-compartment model included weight and serum creatinine on clearance and oxygenator day and blood transfusion on volume of the central compartment. At an MIC of 8 mg/L, 50 mg/kg/dose every 8 hours reached target concentrations., Conclusions: Dosing intervals of 8 hours were needed to reach adequate concentrations at an MIC of 8 mg/L. Longer dosing intervals were adequate with higher serum creatinine and lower MICs., Competing Interests: The authors have no funding or conflicts of interest to disclose., (Copyright © 2021 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2022
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46. Prevalence of Pathogenic and Potentially Pathogenic Inborn Error of Immunity Associated Variants in Children with Severe Sepsis.
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Kernan KF, Ghaloul-Gonzalez L, Vockley J, Lamb J, Hollingshead D, Chandran U, Sethi R, Park HJ, Berg RA, Wessel D, Pollack MM, Meert KL, Hall MW, Newth CJL, Lin JC, Doctor A, Shanley T, Cornell T, Harrison RE, Zuppa AF, Banks R, Reeder RW, Holubkov R, Notterman DA, Dean JM, and Carcillo JA
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- Child, Humans, Phenotype, Prevalence, Exome Sequencing, Immunologic Deficiency Syndromes genetics, Sepsis epidemiology, Sepsis genetics
- Abstract
Purpose: Our understanding of inborn errors of immunity is increasing; however, their contribution to pediatric sepsis is unknown., Methods: We used whole-exome sequencing (WES) to characterize variants in genes related to monogenic immunologic disorders in 330 children admitted to intensive care for severe sepsis. We defined candidate variants as rare variants classified as pathogenic or potentially pathogenic in QIAGEN's Human Gene Mutation Database or novel null variants in a disease-consistent inheritance pattern. We investigated variant correlation with infection and inflammatory phenotype., Results: More than one in two children overall and three of four African American children had immunodeficiency-associated variants. Children with variants had increased odds of isolating a blood or urinary pathogen (blood: OR 2.82, 95% CI: 1.12-7.10, p = 0.023, urine: OR: 8.23, 95% CI: 1.06-64.11, p = 0.016) and demonstrating increased inflammation with hyperferritinemia (ferritin [Formula: see text] ng/mL, OR: 2.16, 95% CI: 1.28-3.66, p = 0.004), lymphopenia (lymphocyte count < 1000/µL, OR: 1.66, 95% CI: 1.06 - 2.60, p = 0.027), thrombocytopenia (platelet count < 150,000/µL, OR: 1.76, 95% CI: 1.12-2.76, p = 0.013), and CRP greater than 10 mg/dl (OR: 1.71, 95% CI: 1.10-2.68, p = 0.017). They also had increased odds of requiring extracorporeal membrane oxygenation (ECMO, OR: 4.19, 95% CI: 1.21-14.5, p = 0.019)., Conclusion: Herein, we describe the genetic findings in this severe pediatric sepsis cohort and their microbiologic and immunologic significance, providing evidence for the phenotypic effect of these variants and rationale for screening children with life-threatening infections for potential inborn errors of immunity., (© 2021. The Author(s).)
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- 2022
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47. FTY720 (Fingolimod), a modulator of sphingosine-1-phosphate receptors, increases baseline hypothalamic-pituitary adrenal axis activity and alters behaviors relevant to affect and anxiety.
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Corbett B, Luz S, Sotuyo N, Pearson-Leary J, Moorthy GS, Zuppa AF, and Bhatnagar S
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- Animals, Anxiety drug therapy, Pituitary-Adrenal System, Rats, Sphingosine-1-Phosphate Receptors, Fingolimod Hydrochloride therapeutic use, Hypothalamo-Hypophyseal System
- Abstract
FTY720 (fingolimod) is an analog of sphingosine, a ubiquitous sphingolipid. Phosphorylated FTY720 (FTY720-P) non-selectively binds to sphingosine-1-phosphate receptors (S1PRs) and regulates multiple cellular processes including cell proliferation, inflammation, and vascular remodeling. We recently demonstrated that S1PR3 expression in the medial prefrontal cortex (mPFC) of rats promotes stress resilience and that S1PR3 expression in blood may serve as a biomarker for PTSD. Here we investigate the effects of FTY720 in regulating the stress response. We found that single and repeated intraperitoneal injections of FTY720 increased baseline plasma adrenocorticotropic hormone (ACTH) and corticosterone concentrations. FTY720 reduced social anxiety- and despair-like behavior as assessed by increased social interaction time and reduced time spent immobile in the Porsolt forced swim test. In blood, FTY720 administration reduced lymphocyte and reticulocyte counts, but raised erythrocyte counts. FTY720 also reduced mRNA of angiopoietin 1, endothelin 1, plasminogen, TgfB2, Pdgfa, and Mmp2 in the medial prefrontal cortex, suggesting that FTY720 reduced vascular remodeling. The antidepressant-like and anxiolytic-like effects of FTY720 may be attributed to reduced vascular remodeling as increased stress-induced blood vessel density in the brain contributes to behavior associated with vulnerability in rats. Together, these results demonstrate that FTY720 regulates baseline HPA axis activity but reduces social anxiety and despair, providing further evidence that S1PRs are important and novel regulators of stress-related functions., (Copyright © 2021 Elsevier Inc. All rights reserved.)
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- 2021
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48. Study protocol for a two-center test of a nurse-implemented chronotherapeutic restoring bundle in critically ill children: RESTORE Resilience (R 2 ).
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Perry MA, Dawkins-Henry OS, Awojoodu RE, Blumenthal J, Asaro LA, Wypij D, Kudchadkar SR, Zuppa AF, and Curley MAQ
- Abstract
Often, pediatric intensive care environments are not conducive to healing the sick. Critically ill children experience disruptions in their circadian rhythms, which can contribute to delayed recovery and poor outcomes. We aim to test the hypothesis that children managed via RESTORE Resilience ( R
2 ), a nurse-implemented chronotherapeutic bundle, will experience restorative circadian rhythms compared to children receiving usual care. In this two-phased, prospective cohort study, two separate pediatric intensive care units in the United Sates will enroll a total of 20 baseline subjects followed by 40 intervention subjects, 6 months to less than 18 years of age, requiring invasive mechanical ventilation. During the intervention phase, we will implement the R2 bundle, which includes: (1) a focused effort to replicate the child's pre-hospitalization daily routine, (2) cycled day-night lighting and sound modulation, (3) minimal yet effective sedation ( RESTORE ), (4) nighttime fasting with bolus enteral daytime feedings, (5) early progressive mobility ( PICU Up !), (6) continuity in nursing care, and (7) parent diaries. Our primary outcome is circadian activity ratio post-extubation. We hypothesize that children receiving R2 will experience restored circadian rhythms as evidenced by decreased nighttime activity while in the PICU. Our exploratory outcomes include salivary melatonin levels; electroencephalogram (EEG) slow-wave activity; R2 feasibility, adherence, and system barriers; levels of patient comfort; exposure to sedative medications; time to physiological stability; and parent perception of being well cared for. This paper describes the design, rationale, and implementation of R2 ., Clinicaltrialsgov Identifier: NCT04695392., (© 2021 Published by Elsevier Inc.)- Published
- 2021
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49. Improvement in Health-Related Quality of Life After Community Acquired Pediatric Septic Shock.
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Pinto NP, Berg RA, Zuppa AF, Newth CJ, Pollack MM, Meert KL, Hall MW, Quasney M, Sapru A, Carcillo JA, McQuillen PS, Mourani PM, Chima RS, Holubkov R, Nadkarni VM, Reeder RW, and Zimmerman JJ
- Abstract
Background: Although some pediatric sepsis survivors experience worsening health-related quality of life (HRQL), many return to their pre-illness HRQL. Whether children can improve beyond baseline is not known. We examined a cohort of pediatric sepsis survivors to determine if those with baseline HRQL scores below the population mean could exhibit ≥10% improvement and evaluated factors associated with improvement. Methods: In this secondary analysis of the Life After Pediatric Sepsis Evaluation prospective study, children aged 1 month to 18 years admitted to 12 academic PICUs in the United States with community-acquired septic shock who survived to 3 months and had baseline HRQL scores ≤ 80 (i.e., excluding those with good baseline HRQL to allow for potential improvement) were included. HRQL was measured using the Pediatric Quality of Life Inventory or Stein-Jessop Functional Status Scale. Findings: One hundred and seventeen children were eligible. Sixty-one (52%) had ≥ 10% improvement in HRQL by 3 months. Lower pre-sepsis HRQL was associated with increased odds of improvement at 3 months [aOR = 1.08, 95% CI (1.04-1.11), p < 0.001] and 12 months [OR = 1.05, 95% CI (1.02-1.11), p = 0.005]. Improvement in HRQL was most prevalent at 3 month follow-up; at 12 month follow-up, improvement was more sustained among children without severe developmental delay compared to children with severe developmental delay. Interpretation: More than half of these children with community acquired septic shock experienced at least a 10% improvement in HRQL from baseline to 3 months. Children with severe developmental delay did not sustain this improvement at 12 month follow-up., Competing Interests: JC was funded by the NICHD and NIGMS. MH serves as a paid consultant to LaJolla Pharmaceuticals, and he receives licensing income from Kiadis. Both relationships are unrelated to the content of the current manuscript. RH serves on Data Safety Monitoring Boards for Pfizer, Inc. CN has had financial relationships with Philips Research North America, Hamilton Medical AG, and Nihon Kohden America. JZ has received compensation for the following activities: salary distribution from the University of Washington Medical Group and the Society of Critical Care Medicine (2018–2019 only); royalty payments from Elsevier Publishing for serving as Co-Editor for Pediatric Critical Care; research funding from the National Institutes of Health, Patient-Centered Outcomes Research Institute, Biomedical Advanced Research and Development Authority, and Immunexpress, Seattle; and travel reimbursement to attend board meetings from the Society of Critical Care Medicine. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Pinto, Berg, Zuppa, Newth, Pollack, Meert, Hall, Quasney, Sapru, Carcillo, McQuillen, Mourani, Chima, Holubkov, Nadkarni, Reeder, Zimmerman and the Life After Pediatric Sepsis Evaluation (LAPSE) Investigators.)
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- 2021
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50. Microsampling Assays for Pharmacokinetic Analysis and Therapeutic Drug Monitoring of Antimicrobial Drugs in Children: A Critical Review.
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Moorthy GS, Vedar C, Downes KJ, Fitzgerald JC, Scheetz MH, and Zuppa AF
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- Child, Chromatography, Liquid, Humans, Tandem Mass Spectrometry, Anti-Infective Agents pharmacokinetics, Blood Specimen Collection, Drug Monitoring methods
- Abstract
Background: With the increasing prevalence of multidrug resistant organisms, therapeutic drug monitoring (TDM) has become a common tool for assuring the safety and efficacy of antimicrobial drugs at higher doses. Microsampling techniques, including dried blood spotting (DBS) and volumetric absorptive microsampling (VAMS), are attractive tools for TDM and pediatric clinical research. For microsampling techniques to be a useful tool for TDM, it is necessary to establish the blood-plasma correlation and the therapeutic window of antimicrobial drugs in the blood., Methods: DBS involves the collection of small volumes of blood (30-50 µL per spot) on a filter paper, whereas VAMS allows the accurate and precise collection of a fixed volume of blood (10-30 µL) with microsampling devices. One of the major advantages of VAMS is that it reduces or eliminates the volumetric blood hematocrit (HCT) bias associated with DBS. Liquid chromatography with tandem mass spectrometry is a powerful tool for the accurate quantification of antimicrobial drugs from small volumes of blood specimens., Results: This review summarizes the recent liquid chromatography with tandem mass spectrometry assays that have used DBS and VAMS approaches for quantifying antimicrobial drugs. Sample collection, extraction, validation outcomes, including the interassay and intra-assay accuracy and precision, recovery, stability, and matrix effect, as well as the clinical application of these assays and their potential as tools of TDM are discussed herein., Conclusions: Microsampling techniques, such as VAMS, provide an alternative approach to traditional plasma sample collection for TDM., Competing Interests: The authors declare no conflict of interest., (Copyright © 2021 Wolters Kluwer Health, Inc. All rights reserved.)
- Published
- 2021
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