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Lee MJ, Park JS, Kim K, Ko JM, Park JD, Suh DI. Congenital central hypoventilation syndrome in korea: 20 years of clinical observation and evaluation of the ventilation strategy in a single center. Eur J Pediatr 2024; 183:3479-3487. [PMID: 38780650 PMCID: PMC11263406 DOI: 10.1007/s00431-024-05611-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/20/2024] [Accepted: 05/11/2024] [Indexed: 05/25/2024]
Abstract
Congenital central hypoventilation syndrome (CCHS) is a rare genetic disorder characterized by hypoventilation due to impaired breathing control by the central nervous system and other symptoms of autonomic dysfunction. Mutations in paired-like homeobox 2 B (PHOX2B) are responsible for most cases of CCHS. Patients with CCHS have various phenotypes and severities, making the diagnosis difficult. This study aimed to present a comprehensive single-center experience of patients with CCHS, including key clinical features, treatment strategies, and outcomes. A retrospective chart review was performed for patients diagnosed with CCHS between January 2001 and July 2023 at Seoul National University Children's Hospital. Finally, we selected 24 patients and collected their demographic data, genotypes, ventilation methods, and clinical features related to autonomic dysfunction. The relationship between the clinical manifestations and genotypes was also examined. All patients used home ventilators, and tracheostomy was performed in 87.5% of patients. Fifteen (62.5%) patients had constipation and nine (37.5%) were diagnosed with Hirschsprung disease. Arrhythmia, endocrine dysfunction, and subclinical hypothyroidism were present in nine (37.5%), six patients (25.0%), and two patients (16.7%), respectively. A significant number of patients exhibited neurodevelopmental delays (19 patients, 79.2%). There was a correlation between the phenotype and genotype of PHOX2B in patients with CCHS. (r = 0.71, p < 0.001). Conclusion: There was a positive correlation between paired-like homeobox 2 B mutations (especially the number of GCN repeats in the polyalanine repeat mutations sequence) and clinical manifestations. This study also demonstrated how initial treatment for hypoventilation affects neurodevelopmental outcomes in patients with CCHS. What is Known: • Congenital central hypoventilation syndrome is a rare genetic disorder characterized by hypoventilation and dysfunction of autonomic nervous system. • The disease-defining gene of CCHS is PHOX2B gene - most of the cases have heterozygous PARMs and the number of GCN triplets varies among the patients(20/24 - 20/33). What is New: • We have noted in the Korean patients with CCHS that there is a correlation between genotype (number of GCN repeats) and severity of phenotype. • National support for rare diseases allowed for a prompter diagnosis of patients with CCHS in Korean population.
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Affiliation(s)
- Min Jeong Lee
- Department of Pediatrics, Seoul National University College of Medicine 101, Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
| | - Ji Soo Park
- Department of Pediatrics, Seoul National University College of Medicine 101, Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea.
| | - Kyunghoon Kim
- Department of Pediatrics, Seoul National University College of Medicine 101, Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
- Department of Pediatrics, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Jung Min Ko
- Department of Pediatrics, Seoul National University College of Medicine 101, Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
| | - June Dong Park
- Department of Pediatrics, Seoul National University College of Medicine 101, Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
| | - Dong In Suh
- Department of Pediatrics, Seoul National University College of Medicine 101, Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
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Shu Wen Toh T, R. R. P, Ho KHY, Sultana R, Couban R, Choong K, Lee JH. Daily Sedation Interruption vs Continuous Sedation in Pediatric Patients Receiving Mechanical Ventilation: A Systematic Review and Meta-analysis. JAMA Netw Open 2024; 7:e2426225. [PMID: 39110460 PMCID: PMC11307139 DOI: 10.1001/jamanetworkopen.2024.26225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 06/09/2024] [Indexed: 08/10/2024] Open
Abstract
Importance The effectiveness of daily sedation interruption (DSI, defined as temporary interruption of sedation) has yet to be demonstrated in critically ill pediatric patients. Objective To compare the clinical outcomes of DSI vs continuous intravenous (IV) sedation in patients receiving invasive mechanical ventilation (MV) support in the pediatric intensive care unit (PICU). Data Sources A systematic search for studies was conducted using predefined keywords and Medical Subject Headings in 5 major databases (PubMed, Embase, Web of Science, CINAHL [Cumulated Index to Nursing and Allied Health Literature], and Cochrane Central Register of Controlled Trials) from database inception to October 31, 2023. Study Selection Retrospective and prospective observational studies, randomized clinical trials (RCTs), and systematic reviews were assessed for inclusion. Studies were eligible if they compared DSI to continuous IV sedation in patients aged 18 years or younger requiring MV in the PICU. Data Extraction and Synthesis Study characteristics, including the types of sedation, sedation protocols, and clinical outcomes, were extracted. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) reporting guideline was followed. A random-effects model was used to pool results from articles for the meta-analysis. Main Outcomes and Measures The primary outcomes of interest were duration of MV and length of PICU stay. Secondary outcomes included total sedative dose requirement, adverse events (eg, complications associated with MV, withdrawal, and delirium), and mortality. Results A total of 6 RCTs with 2810 pediatric patients (1569 males [55.8%]; mean age, 26.5 [95% CI, 15.0-37.9] months) were included in the final analysis; patients had a mean PRISM (Pediatric Risk of Mortality) score of 13.68 (95% CI, 10.75-16.61). Compared with continuous IV sedation, DSI was associated with a reduction in length of PICU stay (5 studies, n = 2770; mean difference [MD], -1.45 [95% CI, -2.75 to -0.15] days; P = .03]. There was no difference in MV duration (5 studies, n = 2750; MD, -0.93 [95% CI, -1.89 to 0.04] days; P = .06), total doses of midazolam (3 studies, n = 191; MD, -1.66 [95% CI, -3.95 to 0.63] mg/kg) and morphine used (2 studies, n = 189; MD, -2.63 [95% CI, -7.01 to 1.75] mg/kg), or adverse events (risk ratio [RR], 1.03 [95% CI, 0.74-1.42]; P = .88). There was no difference in mortality between patients exposed vs not exposed to DSI (RR, 0.89 [95% CI, 0.55-1.46]; P = .65). Conclusions and Relevance This systematic review and meta-analysis found that use of DSI in pediatric patients was associated with reduced length of PICU stay with no increase in adverse events. Further research is needed to ascertain whether this strategy is associated with improved neurodevelopmental outcomes in PICU survivors.
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Affiliation(s)
- Theresa Shu Wen Toh
- Department of Pediatric Subspecialties, Children’s Intensive Care Unit, KK Women’s and Children’s Hospital, Singapore
| | - Pravin R. R.
- Department of Pediatric Medicine, KK Women’s and Children’s Hospital, Singapore
| | - Karen Hwee Ying Ho
- Department of Pediatric Subspecialties, Children’s Intensive Care Unit, KK Women’s and Children’s Hospital, Singapore
| | - Rehena Sultana
- Center for Quantitative Medicine, Duke-NUS Medical School, The Academia, Singapore
| | - Rachel Couban
- Department of Anesthesia, McMaster University, Hamilton, Ontario, Canada
| | - Karen Choong
- Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada
- Department of Critical Care, McMaster University, Hamilton, Ontario, Canada
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Jan Hau Lee
- Department of Pediatric Subspecialties, Children’s Intensive Care Unit, KK Women’s and Children’s Hospital, Singapore
- Paediatrics Academic Clinical Program, Duke-NUS Medical School, Singapore
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Kolmar AR, Kerley L, Melliere MG, Fuller BM. Sedation Experiences of Pediatric Intensive Care Nurses: Exploring PICU Nurse Perspectives on Sedative Management and Communication. J Intensive Care Med 2024:8850666241266475. [PMID: 39043371 DOI: 10.1177/08850666241266475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/25/2024]
Abstract
Objective: This study's purpose is to better understand pediatric intensive care nursing perspectives on sedative management as a precursor to improving aspects of sedation assessment, titration, and communication. Methods/Design: We queried nurses in the pediatric intensive care unit at a 40+ bed quaternary care using an electronic survey about their experiences with sedation management. Data was collected using REDCap and statistical analyses were performed to assess for differences between experience levels in areas. Results: Seventy nurses responded with 42% response rate. More than 95% were comfortable calculating sedation and delirium scores. Those with less than 5 years' experience were significantly more likely to consider sedation scores helpful (P = .04) and also significant more likely to agree that delirium scores are used effectively (P = .01). Eighty-eight percent of respondents were comfortable raising concerns about sedation to the multidisciplinary team, but those with less than 5 years' experience were significantly less likely to express concerns to attending (P = .001). Conclusion: Newer nurses are more inclined to support use of standardized scoring systems for sedation and delirium, but less comfortable approaching attending clinicians with their concerns. Intensive care teams should pay careful attention to team dynamics, particularly as they apply to sedative management and work to improve communication, collaboration, and educational interventions to improve patient care. Further work understanding nursing perspectives and further attempts to improve interprofessional communication seems a wise investment and could obviate barriers that may exist.
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Affiliation(s)
- Amanda R Kolmar
- Department of Pediatrics, Division of Critical Care, Washington University School of Medicine, St. Louis, MO, USA
| | - Lindsey Kerley
- Department of Pediatrics, Division of Critical Care, Washington University School of Medicine, St. Louis, MO, USA
| | - M Grace Melliere
- Department of Pediatrics, Division of Critical Care, Washington University School of Medicine, St. Louis, MO, USA
| | - Brian M Fuller
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, USA
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO, USA
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Drury KM, Hall TA, Orwoll B, Adhikary S, Kirby A, Williams CN. Exposure to Sedation and Analgesia Medications: Short-term Cognitive Outcomes in Pediatric Critical Care Survivors With Acquired Brain Injury. J Intensive Care Med 2024; 39:374-386. [PMID: 37885235 PMCID: PMC11132562 DOI: 10.1177/08850666231210261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2023]
Abstract
Background/Objective: Pediatric intensive care unit (PICU) survivors risk significant cognitive morbidity, particularly those with acquired brain injury (ABI) diagnoses. Studies show sedative and analgesic medication may potentiate neurologic injury, but few studies evaluate impact on survivor outcomes. This study aimed to evaluate whether exposures to analgesic and sedative medications are associated with worse neurocognitive outcome. Methods: A retrospective cohort study was conducted of 91 patients aged 8 to 18 years, undergoing clinical neurocognitive evaluation approximately 1 to 3 months after PICU discharge. Electronic health data was queried for sedative and analgesic medication exposures, including opioids, benzodiazepines, propofol, ketamine, and dexmedetomidine. Doses were converted to class equivalents, evaluated by any exposure and cumulative dose exposure per patient weight. Cognitive outcome was derived from 8 objective cognitive assessments with an emphasis on executive function skills using Principal Components Analysis. Then, linear regression was used to control for baseline cognitive function estimates to calculate a standardized residualized neurocognitive index (rNCI) z-score. Multivariable linear regression evaluated the association between rNCI and medication exposure controlling for covariates. Significance was defined as P < .05. Results: Most (n = 80; 88%) patients received 1 or more study medications. Any exposure and higher cumulative doses of benzodiazepine and ketamine were significantly associated with worse rNCI in bivariate analyses. When controlling for Medicaid, preadmission comorbid conditions, length of stay, delirium, and receipt of other medication classes, receipt of benzodiazepine was associated with significantly worse rNCI (β-coefficient = -0.48, 95% confidence interval = -0.88, -0.08). Conclusions: Exposure to benzodiazepines was independently associated with worse acute phase cognitive outcome using objective assessments focused on executive function skills when controlling for demographic and illness characteristics. Clinician decisions regarding medication regimens in the PICU may serve as a modifiable factor to improve outcomes. Additional inquiry into associations with long-term cognitive outcome and optimal medication regimens is needed.
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Affiliation(s)
- Kurt M. Drury
- Department of Pediatrics, Division of Critical Care, Oregon Health & Science University
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University
| | - Trevor A. Hall
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University
- Department of Pediatrics, Division of Pediatric Psychology, Oregon Health & Science University
| | - Benjamin Orwoll
- Department of Pediatrics, Division of Critical Care, Oregon Health & Science University
| | - Sweta Adhikary
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University
- School of Medicine, Oregon Health and Science University
| | - Aileen Kirby
- Department of Pediatrics, Division of Critical Care, Oregon Health & Science University
| | - Cydni N. Williams
- Department of Pediatrics, Division of Critical Care, Oregon Health & Science University
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University
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Fischer M, Ngendahimana DK, Watson RS, Schwarz AJ, Shein SL. Cognitive, Functional, and Quality of Life Outcomes 6 Months After Mechanical Ventilation for Bronchiolitis: A Secondary Analysis of Data From the Randomized Evaluation of Sedation Titration for Respiratory Failure Trial ( RESTORE ). Pediatr Crit Care Med 2024; 25:e129-e139. [PMID: 38038620 DOI: 10.1097/pcc.0000000000003405] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2023]
Abstract
OBJECTIVES To describe rates and associated risk factors for functional decline 6 months after critical bronchiolitis in a large, multicenter dataset. DESIGN Nonprespecified secondary analysis of existing 6-month follow-up data of patients in the Randomized Evaluation of Sedation Titration for Respiratory Failure trial ( RESTORE , NCT00814099). SETTING Patients recruited to RESTORE in any of 31 PICUs in the United States, 2009-2013. PATIENTS Mechanically ventilated PICU patients under 2 years at admission with a primary diagnosis of bronchiolitis. INTERVENTIONS There were no interventions in this secondary analysis; in the RESTORE trial, PICUs were randomized to protocolized sedation versus usual care. MEASUREMENTS AND MAIN RESULTS "Functional decline," defined as worsened Pediatric Overall Performance Category and/or Pediatric Cerebral Performance Category (PCPC) scores at 6 months post-PICU discharge as compared with preillness baseline. Quality of life was assessed using Infant Toddler Quality of Life Questionnaire (ITQOL; children < 2 yr old at follow-up) or Pediatric Quality of Life Inventory (PedsQL) at 6 months post-PICU discharge. In a cohort of 232 bronchiolitis patients, 28 (12%) had functional decline 6 months postdischarge, which was associated with unfavorable quality of life in several ITQOL and PedsQL domains. Among 209 patients with normal baseline functional status, 19 (9%) had functional decline. In a multivariable model including all subjects, decline was associated with greater odds of worse baseline PCPC score and longer PICU length of stay (LOS). In patients with normal baseline status, decline was also associated with greater odds of longer PICU LOS. CONCLUSIONS In a random sampling of RESTORE subjects, 12% of bronchiolitis patients had functional decline at 6 months. Given the high volume of mechanically ventilated patients with bronchiolitis, this observation suggests many young children may be at risk of new morbidities after PICU admission, including functional and/or cognitive morbidity and reduced quality of life.
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Affiliation(s)
- Meredith Fischer
- School of Medicine, Case Western Reserve University, Cleveland, OH
| | | | - R Scott Watson
- Department of Pediatrics, University of Washington, Seattle, WA
| | - Adam J Schwarz
- Department of Pediatrics, Critical Care Division, CHOC Children's Hospital, Orange, CA
| | - Steven L Shein
- School of Medicine, Case Western Reserve University, Cleveland, OH
- Department of Pediatrics, Rainbow Babies and Children's Hospital, Cleveland, OH
- Division of Pediatric Critical Care Medicine, Rainbow Babies and Children's Hospital, Cleveland, OH
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Curley MAQ, Watson RS, Killien EY, Kalvas LB, Perry-Eaddy MA, Cassidy AM, Miller EB, Talukder M, Manning JC, Pinto NP, Rennick JE, Colville G, Asaro LA, Wypij D. Design and rationale of the Post-Intensive Care Syndrome - paediatrics (PICS-p) Longitudinal Cohort Study. BMJ Open 2024; 14:e084445. [PMID: 38401903 PMCID: PMC10895227 DOI: 10.1136/bmjopen-2024-084445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 01/31/2024] [Indexed: 02/26/2024] Open
Abstract
INTRODUCTION As paediatric intensive care unit (PICU) mortality declines, there is growing recognition of the morbidity experienced by children surviving critical illness and their families. A comprehensive understanding of the adverse physical, cognitive, emotional and social sequelae common to PICU survivors is limited, however, and the trajectory of recovery and risk factors for morbidity remain unknown. METHODS AND ANALYSIS The Post-Intensive Care Syndrome - paediatrics Longitudinal Cohort Study will evaluate child and family outcomes over 2 years following PICU discharge and identify child and clinical factors associated with impaired outcomes. We will enrol 750 children from 30 US PICUs during their first PICU hospitalisation, including 500 case participants experiencing ≥3 days of intensive care that include critical care therapies (eg, mechanical ventilation, vasoactive infusions) and 250 age-matched, sex-matched and medical complexity-matched control participants experiencing a single night in the PICU with no intensive care therapies. Children, parents and siblings will complete surveys about health-related quality of life, physical function, cognitive status, emotional health and peer and family relationships at multiple time points from baseline recall through 2 years post-PICU discharge. We will compare outcomes and recovery trajectories of case participants to control participants, identify risk factors associated with poor outcomes and determine the emotional and social health consequences of paediatric critical illness on parents and siblings. ETHICS AND DISSEMINATION This study has received ethical approval from the University of Pennsylvania Institutional Review Board (protocol #843844). Our overall objective is to characterise the ongoing impact of paediatric critical illness to guide development of interventions that optimise outcomes among children surviving critical illness and their families. Findings will be presented at key disciplinary meetings and in peer-reviewed publications at fixed data points. Published manuscripts will be added to our public study website to ensure findings are available to families, clinicians and researchers. TRIALS REGISTRATION NUMBER NCT04967365.
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Affiliation(s)
- Martha A Q Curley
- School of Nursing, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - R Scott Watson
- University of Washington School of Medicine, Seattle, Washington, USA
- Seattle Children's Research Institute, Seattle, Washington, USA
| | - Elizabeth Y Killien
- University of Washington School of Medicine, Seattle, Washington, USA
- Seattle Children's Research Institute, Seattle, Washington, USA
| | - Laura Beth Kalvas
- School of Nursing, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Mallory A Perry-Eaddy
- School of Nursing, University of Connecticut, Storrs, Connecticut, USA
- School of Medicine, University of Connecticut, Farmington, Connecticut, USA
| | - Amy M Cassidy
- School of Nursing, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Erica B Miller
- Seattle Children's Research Institute, Seattle, Washington, USA
| | - Mritika Talukder
- School of Nursing, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Joseph C Manning
- School of Healthcare, University of Leicester, Leicester, UK
- Nottingham Children's Hospital, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Neethi P Pinto
- The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Janet E Rennick
- McGill University Health Centre, Montreal Children's Hospital, Montreal, Québec, Canada
- Ingram School of Nursing, McGill University, Montreal, Québec, Canada
| | | | - Lisa A Asaro
- Boston Children's Hospital, Boston, Massachusetts, USA
| | - David Wypij
- Boston Children's Hospital, Boston, Massachusetts, USA
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, USA
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Coppens G, Vanhorebeek I, Güiza F, Derese I, Wouters PJ, Téblick A, Dulfer K, Joosten KF, Verbruggen SC, Van den Berghe G. Abnormal DNA methylation within HPA-axis genes years after paediatric critical illness. Clin Epigenetics 2024; 16:31. [PMID: 38395991 PMCID: PMC10893716 DOI: 10.1186/s13148-024-01640-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 02/06/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND Critically ill children suffer from impaired physical/neurocognitive development 2 years later. Glucocorticoid treatment alters DNA methylation within the hypothalamus-pituitary-adrenal (HPA) axis which may impair normal brain development, cognition and behaviour. We tested the hypothesis that paediatric-intensive-care-unit (PICU) patients, sex- and age-dependently, show long-term abnormal DNA methylation within the HPA-axis layers, possibly aggravated by glucocorticoid treatment in the PICU, which may contribute to the long-term developmental impairments. RESULTS In a pre-planned secondary analysis of the multicentre PEPaNIC-RCT and its 2-year follow-up, we identified differentially methylated positions and differentially methylated regions within HPA-axis genes in buccal mucosa DNA from 818 former PICU patients 2 years after PICU admission (n = 608 no glucocorticoid treatment; n = 210 glucocorticoid treatment) versus 392 healthy children and assessed interaction with sex and age, role of glucocorticoid treatment in the PICU and associations with long-term developmental impairments. Adjusting for technical variation and baseline risk factors and correcting for multiple testing (false discovery rate < 0.05), former PICU patients showed abnormal DNA methylation of 26 CpG sites (within CRHR1, POMC, MC2R, NR3C1, FKBP5, HSD11B1, SRD5A1, AKR1D1, DUSP1, TSC22D3 and TNF) and three DNA regions (within AVP, TSC22D3 and TNF) that were mostly hypomethylated. These abnormalities were sex-independent and only partially age-dependent. Abnormal methylation of three CpG sites within FKBP5 and one CpG site within SRD5A1 and AKR1D1 was partly attributable to glucocorticoid treatment during PICU stay. Finally, abnormal methylation within FKBP5 and AKR1D1 was most robustly associated with long-term impaired development. CONCLUSIONS Two years after critical illness in children, abnormal methylation within HPA-axis genes was present, predominantly within FKBP5 and AKR1D1, partly attributable to glucocorticoid treatment in the PICU, and explaining part of the long-term developmental impairments. These data call for caution regarding liberal glucocorticoid use in the PICU.
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Affiliation(s)
- Grégoire Coppens
- Clinical Division and Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, KU Leuven, Herestraat 49, 3000, Leuven, Belgium
| | - Ilse Vanhorebeek
- Clinical Division and Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, KU Leuven, Herestraat 49, 3000, Leuven, Belgium
| | - Fabian Güiza
- Clinical Division and Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, KU Leuven, Herestraat 49, 3000, Leuven, Belgium
| | - Inge Derese
- Clinical Division and Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, KU Leuven, Herestraat 49, 3000, Leuven, Belgium
| | - Pieter J Wouters
- Clinical Division and Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, KU Leuven, Herestraat 49, 3000, Leuven, Belgium
| | - Arno Téblick
- Clinical Division and Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, KU Leuven, Herestraat 49, 3000, Leuven, Belgium
| | - Karolijn Dulfer
- Division of Paediatric Intensive Care Unit, Department of Neonatal and Paediatric ICU, Erasmus Medical Centre, Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Koen F Joosten
- Division of Paediatric Intensive Care Unit, Department of Neonatal and Paediatric ICU, Erasmus Medical Centre, Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Sascha C Verbruggen
- Division of Paediatric Intensive Care Unit, Department of Neonatal and Paediatric ICU, Erasmus Medical Centre, Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Greet Van den Berghe
- Clinical Division and Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, KU Leuven, Herestraat 49, 3000, Leuven, Belgium.
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8
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Leland SB, Staffa SJ, Newhams MM, Khemani RG, Marshall JC, Young CC, Maddux AB, Hall MW, Weiss SL, Schwarz AJ, Coates BM, Sanders RC, Kong M, Thomas NJ, Nofziger RA, Cullimore ML, Halasa NB, Loftis LL, Cvijanovich NZ, Schuster JE, Flori H, Gertz SJ, Hume JR, Olson SM, Patel MM, Zurakowski D, Randolph AG. The Modified Clinical Progression Scale for Pediatric Patients: Evaluation as a Severity Metric and Outcome Measure in Severe Acute Viral Respiratory Illness. Pediatr Crit Care Med 2023; 24:998-1009. [PMID: 37539964 PMCID: PMC10688559 DOI: 10.1097/pcc.0000000000003331] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/05/2023]
Abstract
OBJECTIVES To develop, evaluate, and explore the use of a pediatric ordinal score as a potential clinical trial outcome metric in children hospitalized with acute hypoxic respiratory failure caused by viral respiratory infections. DESIGN We modified the World Health Organization Clinical Progression Scale for pediatric patients (CPS-Ped) and assigned CPS-Ped at admission, days 2-4, 7, and 14. We identified predictors of clinical improvement (day 14 CPS-Ped ≤ 2 or a three-point decrease) using competing risks regression and compared clinical improvement to hospital length of stay (LOS) and ventilator-free days. We estimated sample sizes (80% power) to detect a 15% clinical improvement. SETTING North American pediatric hospitals. PATIENTS Three cohorts of pediatric patients with acute hypoxic respiratory failure receiving intensive care: two influenza (pediatric intensive care influenza [PICFLU], n = 263, 31 sites; PICFLU vaccine effectiveness [PICFLU-VE], n = 143, 17 sites) and one COVID-19 ( n = 237, 47 sites). INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Invasive mechanical ventilation rates were 71.4%, 32.9%, and 37.1% for PICFLU, PICFLU-VE, and COVID-19 with less than 5% mortality for all three cohorts. Maximum CPS-Ped (0 = home at respiratory baseline to 8 = death) was positively associated with hospital LOS ( p < 0.001, all cohorts). Across the three cohorts, many patients' CPS-Ped worsened after admission (39%, 18%, and 49%), with some patients progressing to invasive mechanical ventilation or death (19%, 11%, and 17%). Despite this, greater than 76% of patients across cohorts clinically improved by day 14. Estimated sample sizes per group using CPS-Ped to detect a percentage increase in clinical improvement were feasible (influenza 15%, n = 142; 10%, n = 225; COVID-19, 15% n = 208) compared with mortality ( n > 21,000, all), and ventilator-free days (influenza 15%, n = 167). CONCLUSIONS The CPS-Ped can be used to describe the time course of illness and threshold for clinical improvement in hospitalized children and adolescents with acute respiratory failure from viral infections. This outcome measure could feasibly be used in clinical trials to evaluate in-hospital recovery.
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Affiliation(s)
- Shannon B Leland
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston, MA
- Department of Anaesthesia, Harvard Medical School, Boston, MA
| | - Steven J Staffa
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston, MA
| | - Margaret M Newhams
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston, MA
| | - Robinder G Khemani
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital Los Angeles, Los Angeles, CA
- Department of Pediatrics, University of Southern California, Keck School of Medicine, Los Angeles, CA
| | - John C Marshall
- Department of Surgery, Li Ka Shing Knowledge Institute, St Michael's Hospital, University of Toronto, Toronto, ON, Canada
| | - Cameron C Young
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston, MA
| | - Aline B Maddux
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Mark W Hall
- Division of Critical Care Medicine, Department of Pediatrics, Nationwide Children's Hospital, Columbus, OH
| | - Scott L Weiss
- Division of Critical Care, Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Adam J Schwarz
- Division of Critical Care Medicine, Children's Hospital Orange County (CHOC), Orange, CA
| | - Bria M Coates
- Division of Critical Care Medicine, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - Ronald C Sanders
- Section of Pediatric Critical Care, Department of Pediatrics, Arkansas Children's Hospital, Little Rock, AR
| | - Michele Kong
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL
| | - Neal J Thomas
- Department of Pediatrics, Penn State Hershey Children's Hospital, Penn State University College of Medicine, Hershey, PA
| | - Ryan A Nofziger
- Division of Critical Care Medicine, Department of Pediatrics, Akron Children's Hospital, Akron, OH
| | - Melissa L Cullimore
- Division of Pediatric Critical Care, Department of Pediatrics, Children's Hospital and Medical Center, Omaha, NE
| | - Natasha B Halasa
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN
| | - Laura L Loftis
- Section of Critical Care Medicine, Department of Pediatrics, Texas Children's Hospital, Houston, TX
| | - Natalie Z Cvijanovich
- Division of Critical Care Medicine, UCSF Benioff Children's Hospital Oakland, Oakland, CA
| | - Jennifer E Schuster
- Division of Pediatric Infectious Disease, Department of Pediatrics, Children's Mercy Kansas City, Kansas City, MO
| | - Heidi Flori
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Mott Children's Hospital and University of Michigan, Ann Arbor, MI
| | - Shira J Gertz
- Division of Pediatric Critical Care, Department of Pediatrics, Cooperman Barnabas Medical Center, Livingston, NJ
| | - Janet R Hume
- Division of Pediatric Critical Care, University of Minnesota Masonic Children's Hospital, Minneapolis, MN
| | - Samantha M Olson
- Influenza Division and CDC COVID-19 Response Team, Centers for Disease Control of Prevention, National Center for Immunization and Respiratory Diseases (NCIRD), Atlanta, GA
| | - Manish M Patel
- Influenza Division and CDC COVID-19 Response Team, Centers for Disease Control of Prevention, National Center for Immunization and Respiratory Diseases (NCIRD), Atlanta, GA
| | - David Zurakowski
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston, MA
- Department of Anaesthesia, Harvard Medical School, Boston, MA
| | - Adrienne G Randolph
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston, MA
- Department of Anaesthesia, Harvard Medical School, Boston, MA
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9
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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, Fink EL. Acute Disorders of Consciousness in Pediatric Severe Sepsis and Organ Failure: Secondary Analysis of the Multicenter Phenotyping Sepsis-Induced Multiple Organ Failure Study. Pediatr Crit Care Med 2023; 24:840-848. [PMID: 37314247 PMCID: PMC10719421 DOI: 10.1097/pcc.0000000000003300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
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.
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Affiliation(s)
| | - Kate F. Kernan
- Division of Pediatric Critical Care Medicine, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, PA USA
| | - Robert A. Berg
- Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Athena F. Zuppa
- Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | | | - Murray M. Pollack
- Department of Pediatrics, Children’s National Hospital, Washington, DC, USA
| | - David Wessel
- Department of Pediatrics, Children’s National Hospital, Washington, DC, USA
| | - Kathleen L. Meert
- Department of Pediatrics, Children’s Hospital of Michigan, Detroit, MI, USA
| | - Mark W. Hall
- Department of Pediatrics, Nationwide Children’s Hospital, Columbus, OH, USA
| | - Christopher Newth
- Division of Pediatric Critical Care Medicine, Department of Anesthesiology and Pediatrics, Children’s Hospital Los Angeles, Los Angeles, CA, USA
| | - John C. Lin
- Division of Critical Care Medicine, Department of Pediatrics, St. Louis Children’s Hospital, St. Louis, MO, USA
| | - Allan Doctor
- Division of Critical Care Medicine, Department of Pediatrics, St. Louis Children’s Hospital, St. Louis, MO, USA
| | - Tom Shanley
- Division of Critical Care Medicine, Department of Pediatrics, C. S. Mott Children’s Hospital, Ann Arbor, MI, USA
| | - Tim Cornell
- Division of Critical Care Medicine, Department of Pediatrics, C. S. Mott Children’s Hospital, Ann Arbor, MI, USA
| | - Rick E. Harrison
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | | | | | | | - Joseph A. Carcillo
- Division of Pediatric Critical Care Medicine, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, PA USA
| | - Ericka L. Fink
- Division of Pediatric Critical Care Medicine, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, PA USA
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10
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Williams CN, Hall TA, Baker VA, Chertow DJ, Vanderlind WM, Bosworth CC, Hartman ME. Follow-up after PICU discharge for patients with acquired brain injury: the role of an abbreviated neuropsychological evaluation and a return-to-school program. Pediatr Crit Care Med 2023; 24:807-817. [PMID: 38156082 PMCID: PMC10752613 DOI: 10.1097/pcc.0000000000003303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2023]
Abstract
Objective To present the results of an abbreviated testing protocol used to screen for neurocognitive and psychological sequelae of critical illness among pediatric intensive care unit (PICU) survivors with acquired brain injury in our post-discharge follow-up programs, and describe our process for facilitating this population's return to academic life. Design Retrospective cohort study. Setting Neurocritical care follow-up programs at two U.S. academic, tertiary medical/surgical PICUs. Patients Children age > 4 years enrolled in the neurocritical care follow-up programs (n=289) at these institutions who underwent neurocognitive and psychological testing between 2017-2021. Interventions None. Measurements and Main Results One month after discharge from the hospital, nearly half of the children and/or their parents (48%) in our neurocritical care follow-up programs identified some type of emotional or behavioral concern compared to their premorbid state, and 15% reported some type of cognitive concern. On evaluation, 35% of the children were given a new neurocognitive diagnosis. Neurocognitive domains regulated by the executive functioning system were the most commonly affected, including attention (54%), memory (31%) and processing speed (27%). One-quarter of the children were given a new psychological diagnosis, most commonly post-traumatic stress disorder (PTSD) or stress-related symptoms (12%). Over 80% of patients in the programs were given new recommendations for school, for both new academic services and new classroom accommodations. Over half of children (57%) were referred for comprehensive follow-up neuropsychological evaluation. Conclusions Abbreviated neurocognitive and psychological evaluation successfully identifies the same deficits commonly found among PICU survivors who undergo longer, more complete testing protocols. When combined with services aimed at successfully re-integrating PICU survivors back to school, this focused evaluation can provide an effective and efficient means of screening for cognitive and emotional deficits among PICU survivors, and establish a rationale for early academic support upon the child's return to school.
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Affiliation(s)
- Cydni N. Williams
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, Oregon Health & Science University, Portland, OR
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University, Portland, OR
| | - Trevor A. Hall
- Department of Pediatrics, Division of Pediatric Psychology, Oregon Health & Science University, Portland, OR
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University, Portland, OR
| | - Victoria A. Baker
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, Washington University in St. Louis, St. Louis, MO
| | - Daniel J. Chertow
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, Washington University in St. Louis, St. Louis, MO
| | - W. Michael Vanderlind
- Department of Pediatrics, Division of Pediatric Psychology, Oregon Health & Science University, Portland, OR
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University, Portland, OR
| | | | - Mary E. Hartman
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, Washington University in St. Louis, St. Louis, MO
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11
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Iyer NP, Rotta AT, Essouri S, Fioretto JR, Craven HJ, Whipple EC, Ramnarayan P, Abu-Sultaneh S, Khemani RG. Association of Extubation Failure Rates With High-Flow Nasal Cannula, Continuous Positive Airway Pressure, and Bilevel Positive Airway Pressure vs Conventional Oxygen Therapy in Infants and Young Children: A Systematic Review and Network Meta-Analysis. JAMA Pediatr 2023; 177:774-781. [PMID: 37273226 PMCID: PMC10242512 DOI: 10.1001/jamapediatrics.2023.1478] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 04/05/2023] [Indexed: 06/06/2023]
Abstract
Importance Extubation failure (EF) has been associated with worse outcomes in critically ill children. The relative efficacy of different modes of noninvasive respiratory support (NRS) to prevent EF is unknown. Objective To study the reported relative efficacy of different modes of NRS (high-flow nasal cannula [HFNC], continuous positive airway pressure [CPAP], and bilevel positive airway pressure [BiPAP]) compared to conventional oxygen therapy (COT). Data Sources MEDLINE, Embase, and CINAHL Complete through May 2022. Study Selection Randomized clinical trials that enrolled critically ill children receiving invasive mechanical ventilation for more than 24 hours and compared the efficacy of different modes of postextubation NRS. Data Extraction and Synthesis Random-effects models were fit using a bayesian network meta-analysis framework. Between-group comparisons were estimated using odds ratios (ORs) or mean differences with 95% credible intervals (CrIs). Treatment rankings were assessed by rank probabilities and the surface under the cumulative rank curve (SUCRA). Main Outcomes and Measures The primary outcome was EF (reintubation within 48 to 72 hours). Secondary outcomes were treatment failure (TF, reintubation plus NRS escalation or crossover to another NRS mode), pediatric intensive care unit (PICU) mortality, PICU and hospital length of stay, abdominal distension, and nasal injury. Results A total of 11 615 citations were screened, and 9 randomized clinical trials with a total of 1421 participants were included. Both CPAP and HFNC were found to be more effective than COT in reducing EF and TF (CPAP: OR for EF, 0.43; 95% CrI, 0.17-1.0 and OR for TF 0.27, 95% CrI 0.11-0.57 and HFNC: OR for EF, 0.64; 95% CrI, 0.24-1.0 and OR for TF, 0.34; 95% CrI, 0.16- 0.65). CPAP had the highest likelihood of being the best intervention for both EF (SUCRA, 0.83) and TF (SUCRA, 0.91). Although not statistically significant, BiPAP was likely to be better than COT for preventing both EF and TF. Compared to COT, CPAP and BiPAP were reported as showing a modest increase (approximately 3%) in nasal injury and abdominal distension. Conclusions and Relevance The studies included in this systematic review and network meta-analysis found that compared with COT, EF and TF rates were lower with modest increases in abdominal distension and nasal injury. Of the modes evaluated, CPAP was associated with the lowest rates of EF and TF.
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Affiliation(s)
- Narayan Prabhu Iyer
- Division of Neonatology, Fetal and Neonatal Institute, Children’s Hospital Los Angeles, Los Angeles, California
- Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles
| | - Alexandre T. Rotta
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, Duke University, Durham, North Carolina
| | - Sandrine Essouri
- Department of Pediatrics, Sainte-Justine Hospital, Université de Montréal, Montreal, Quebec, Canada
| | - Jose Roberto Fioretto
- Department of Pediatrics, Pediatric Critical Care Division, Botucatu Medical School - UNESP-Sao Paulo State University, Botucatu, Sao Paulo, Brazil
| | - Hannah J. Craven
- Ruth Lilly Medical Library, Indiana University School of Medicine, Indianapolis
| | | | - Padmanabhan Ramnarayan
- Faculty of Medicine, Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Samer Abu-Sultaneh
- Department of Pediatrics, Division of Pediatric Critical Care, Riley Hospital for Children at Indiana University Health and Indiana University School of Medicine, Indianapolis
| | - Robinder G. Khemani
- Department of Anesthesiology and Critical Care, Children’s Hospital Los Angeles, Los Angeles, California
- Children’s Hospital Los Angeles, University of Southern California Keck School of Medicine, Los Angeles
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12
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Gilholm P, Gibbons K, Brüningk S, Klatt J, Vaithianathan R, Long D, Millar J, Tomaszewski W, Schlapbach LJ. Machine learning to predict poor school performance in paediatric survivors of intensive care: a population-based cohort study. Intensive Care Med 2023; 49:785-795. [PMID: 37354231 PMCID: PMC10354166 DOI: 10.1007/s00134-023-07137-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 06/09/2023] [Indexed: 06/26/2023]
Abstract
PURPOSE Whilst survival in paediatric critical care has improved, clinicians lack tools capable of predicting long-term outcomes. We developed a machine learning model to predict poor school outcomes in children surviving intensive care unit (ICU). METHODS Population-based study of children < 16 years requiring ICU admission in Queensland, Australia, between 1997 and 2019. Failure to meet the National Minimum Standard (NMS) in the National Assessment Program-Literacy and Numeracy (NAPLAN) assessment during primary and secondary school was the primary outcome. Routine ICU information was used to train machine learning classifiers. Models were trained, validated and tested using stratified nested cross-validation. RESULTS 13,957 childhood ICU survivors with 37,200 corresponding NAPLAN tests after a median follow-up duration of 6 years were included. 14.7%, 17%, 15.6% and 16.6% failed to meet NMS in school grades 3, 5, 7 and 9. The model demonstrated an Area Under the Receiver Operating Characteristic curve (AUROC) of 0.8 (standard deviation SD, 0.01), with 51% specificity to reach 85% sensitivity [relative Area Under the Precision Recall Curve (rel-AUPRC) 3.42, SD 0.06]. Socio-economic status, illness severity, and neurological, congenital, and genetic disorders contributed most to the predictions. In children with no comorbidities admitted between 2009 and 2019, the model achieved a AUROC of 0.77 (SD 0.03) and a rel-AUPRC of 3.31 (SD 0.42). CONCLUSIONS A machine learning model using data available at time of ICU discharge predicted failure to meet minimum educational requirements at school age. Implementation of this prediction tool could assist in prioritizing patients for follow-up and targeting of rehabilitative measures.
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Affiliation(s)
- Patricia Gilholm
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Kristen Gibbons
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Sarah Brüningk
- Department of Biosystems Science and Engineering, ETH Zurich, 4058, Basel, Switzerland
- SIB Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland
| | - Juliane Klatt
- Department of Biosystems Science and Engineering, ETH Zurich, 4058, Basel, Switzerland
- SIB Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland
| | - Rhema Vaithianathan
- Institute for Social Science Research, The University of Queensland, Brisbane, QLD, Australia
| | - Debbie Long
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
- School of Nursing, Centre for Healthcare Transformation, Queensland University of Technology, Brisbane, QLD, Australia
| | - Johnny Millar
- Paediatric Intensive Care Unit, The Royal Children's Hospital, Melbourne, VIC, Australia
- The Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcome and Resource Evaluation (CORE), ANZICS House, Melbourne, VIC, Australia
- Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | - Wojtek Tomaszewski
- Institute for Social Science Research, The University of Queensland, Brisbane, QLD, Australia
| | - Luregn J Schlapbach
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia.
- Department of Intensive Care and Neonatology, and Children's Research Center, University Children's Hospital Zurich, Steinwiesstrasse 75, 8032, Zurich, Switzerland.
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13
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Abstract
Children who survive the pediatric intensive care unit (PICU) are at risk of developing post-intensive care syndrome in pediatrics (PICS-p). PICS-p, defined as new physical, cognitive, emotional, and/or social health dysfunction following critical illness, can affect the child and family. Historically, synthesizing PICU outcomes research has been challenging due to inconsistency in study design and in outcomes measurement. PICS-p risk may be mitigated by implementing intensive care unit best practices that limit iatrogenic injury and by supporting the resiliency of critically ill children and their families.
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14
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Killien EY, Maddux AB, Tse SM, Watson RS. Outcomes of Children Surviving Pediatric Acute Respiratory Distress Syndrome: From the Second Pediatric Acute Lung Injury Consensus Conference. Pediatr Crit Care Med 2023; 24:S28-S44. [PMID: 36661434 PMCID: PMC9869462 DOI: 10.1097/pcc.0000000000003157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
OBJECTIVES To summarize the evidence for the Second Pediatric Acute Lung Injury Consensus Conference-2 (PALICC-2) recommendations for assessment of outcomes among patients surviving pediatric acute respiratory distress syndrome (PARDS). DATA SOURCES MEDLINE (Ovid), Embase (Elsevier), and CINAHL Complete (EBSCOhost). STUDY SELECTION We conducted a scoping review to identify studies evaluating outcomes following PARDS. We included studies of survivors of PARDS, acute respiratory failure with a high proportion of PARDS patients, or other critical illnesses if PARDS-specific outcomes could be extracted. DATA EXTRACTION Title/abstract review, full-text review, and data extraction using a standardized data collection form. DATA SYNTHESIS The Grading of Recommendations Assessment, Development and Evaluation approach was used to identify and summarize evidence and develop recommendations. Of 8,037 abstracts screened, we identified 20 articles for inclusion. Morbidity following PARDS was common and affected multiple domains of pulmonary and nonpulmonary function. There was insufficient evidence to generate any evidence-based recommendations. We generated eight good practice statements and five research statements. A panel of 52 experts discussed each proposed good practice statement and research statement, and the agreement rate was measured with an online voting process. Good practice statements describe the approach to clinical outcome assessment, assessment of pulmonary outcomes of children surviving PARDS, and assessment of nonpulmonary outcomes of children surviving PARDS including health-related quality of life and physical, neurocognitive, emotional, family, and social functioning. The five research statements relate to assessment of patient preillness status, use of postdischarge endpoints for clinical trials, the association between short-term and longer term outcomes, the trajectory of recovery following PARDS, and practices to optimize follow-up. CONCLUSIONS There is increasing evidence that children are at risk for impairments across a range of pulmonary and nonpulmonary health domains following hospitalization for PARDS. The results of this extensive scoping review and consensus conference involving experts in PARDS research, clinical care, and outcomes assessment provide guidance to clinicians and researchers on postdischarge follow-up to optimize the long-term health of patients surviving PARDS.
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Affiliation(s)
- Elizabeth Y. Killien
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Washington, Seattle, WA
- Harborview Injury Prevention & Research Center, University of Washington, Seattle, WA
| | - Aline B. Maddux
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO
| | - Sze Man Tse
- Department of Pediatrics, University of Montréal, Montréal, Canada
- Division of Respiratory Medicine, Department of Pediatrics, Sainte-Justine University Hospital Center, Montréal, Québec, Canada
| | - R. Scott Watson
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Washington, Seattle, WA
- Center for Child Health, Behavior, & Development, Seattle Children’s Research Institute, Seattle, WA
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15
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Carlton EF, Yehya N. The future of paediatric acute respiratory distress syndrome. THE LANCET. RESPIRATORY MEDICINE 2023; 11:121-123. [PMID: 36566766 PMCID: PMC9889097 DOI: 10.1016/s2213-2600(22)00358-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 08/23/2022] [Indexed: 12/24/2022]
Affiliation(s)
- Erin F Carlton
- Division of Critical Care Medicine and Susan B Meister Child Health Evaluation and Research Center, Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Nadir Yehya
- Division of Pediatric Critical Care Medicine, and Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and University of Pennsylvania, Philadelphia, PA 19104, USA.
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16
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Pediatric Intensive Care Unit Patients: Sedation, Monitoring, and Neurodevelopmental Outcomes. J Neurosurg Anesthesiol 2023; 35:147-152. [PMID: 36745180 DOI: 10.1097/ana.0000000000000881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 09/02/2022] [Indexed: 12/12/2022]
Abstract
The design and conduct of pediatric sedation studies in critically ill patients have historically been challenging due to the complexity of the pediatric intensive care unit (PICU) environment and the difficulty of establishing equipoise. Clinical trials, for instance, represent 1 important means of advancing our knowledge in this field, but there is a paucity of such studies in the literature. Accounting for ground-level factors in planning for each trial phase (eg, enrollment, intervention, assessment, and follow-up) and the presence of broader system limitations is of key importance. In addition, there is a need for early planning, coordination, and obtaining buy-in from individual study sites and staff to ensure success, particularly for multicenter studies. This review synthesizes the current state of pediatric sedation research and the myriad of challenges in designing and conducting successful trials in this particular area. The review poses consideration for future research directions, including novel study designs, and discusses electroencephalography monitoring and neurodevelopmental outcomes of PICU survivors.
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17
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Randolph AG, Bembea MM, Cheifetz IM, Curley MAQ, Flori HR, Khemani RG, Kudchadkar SR, Nishisaki A, Watson RS, Tucci M, Lacroix J, Thompson AE, Thomas NJ. Pediatric Acute Lung Injury and Sepsis Investigators (PALISI): Evolution of an Investigator-Initiated Research Network. Pediatr Crit Care Med 2022; 23:1056-1066. [PMID: 36454002 PMCID: PMC9747245 DOI: 10.1097/pcc.0000000000003100] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
The Pediatric Acute Lung Injury and Sepsis Investigators (PALISI) Network originated over 20 years ago to foster research to optimize the care of critically ill infants and children. Over this period, PALISI has seen two major evolutions: formalization of our network infrastructure and a broadening of our clinical research focus. First, the network is unique in that its activities and meetings are funded by subscriptions from members who now comprise a multidisciplinary group of investigators from over 90 PICUs all over the United States (US) and Canada, with collaborations across the globe. In 2020, the network converted into a standalone, nonprofit organizational structure (501c3), making the PALISI Network formally independent of academic and clinical institutions or professional societies. Such an approach allows us to invest in infrastructure and future initiatives with broader opportunities for fund raising. Second, our research investigations have expanded beyond the original focus on sepsis and acute lung injury, to incorporate the whole field of pediatric critical care, for example, efficient liberation from mechanical ventilator support, prudent use of blood products, improved safety of intubation practices, optimal sedation practices and glucose control, and pandemic research on influenza and COVID-19. Our network approach in each field follows, where necessary, the full spectrum of clinical and translational research, including: immunobiology studies for understanding basic pathologic mechanisms; surveys to explore contemporary clinical practice; consensus conferences to establish agreement about literature evidence; observational prevalence and incidence studies to measure scale of a clinical issue or question; case control studies as preliminary best evidence for design of definitive prospective studies; and, randomized controlled trials for informing clinical care. As a research network, PALISI and its related subgroups have published over 350 peer-reviewed publications from 2002 through September 2022.
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Affiliation(s)
- Adrienne G Randolph
- Division of Critical Care Medicine, Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA
- Departments of Anaesthesia and Pediatrics, Harvard Medical School, Boston, MA
| | - Melania M Bembea
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Ira M Cheifetz
- Division of Pediatric Critical Care Medicine, Rainbow Babies and Children's Hospital, Cleveland, OH
| | - Martha A Q Curley
- Department of Family and Community Health, School of Nursing, University of Pennsylvania, Philadelphia, PA
- Research Institute, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Heidi R Flori
- Division of Critical Care Medicine, University of Michigan C.S. Mott Children's Hospital, Ann Arbor, MI
| | - Robinder G Khemani
- Division of Critical Care Medicine, Department of Anesthesia, Children's Hospital Los Angeles, Los Angeles, CA
| | - Sapna R Kudchadkar
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Akira Nishisaki
- Division of Critical Care Medicine, Department of Anesthesia, Children's Hospital of Philadelphia, Philadelphia, PA
| | - R Scott Watson
- Division of Critical Care Medicine, Department of Pediatrics, Seattle Children's Hospital, Seattle, WA
| | - Marisa Tucci
- Division of Critical Care Medicine, CHU Sainte-Justine, Montreal, QC, Canada
| | - Jacques Lacroix
- Division of Critical Care Medicine, CHU Sainte-Justine, Montreal, QC, Canada
| | - Ann E Thompson
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Neal J Thomas
- Division of Critical Care Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA
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18
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Editor's Choice Articles for October. Pediatr Crit Care Med 2022; 23:763-765. [PMID: 36190357 DOI: 10.1097/pcc.0000000000003081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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19
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Bhalla AK, Khemani RG. Challenges Remain to Assess Post-ICU Morbidity and Identify Attributable Risk in Children With Pediatric Acute Respiratory Distress Syndrome. Pediatr Crit Care Med 2022; 23:571-573. [PMID: 35797575 PMCID: PMC9473307 DOI: 10.1097/pcc.0000000000002980] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Affiliation(s)
- Anoopindar K Bhalla
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital Los Angeles, Los Angeles, CA
- Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Robinder G Khemani
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital Los Angeles, Los Angeles, CA
- Keck School of Medicine, University of Southern California, Los Angeles, CA
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Horvat CM, Curley MAQ, Girard TD. Selecting Intermediate Respiratory Support Following Extubation in the Pediatric Intensive Care Unit. JAMA 2022; 327:1550-1552. [PMID: 35390115 DOI: 10.1001/jama.2022.4637] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Christopher M Horvat
- Division of Pediatric Critical Care Medicine, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Martha A Q Curley
- Research Institute, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
- School of Nursing, Department of Family and Community Health, University of Pennsylvania, Philadelphia
| | - Timothy D Girard
- The Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Center, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
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