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Maddux AB, Miller KR, Sierra YL, Bennett TD, Watson RS, Spear M, Pyle LL, Mourani PM. Physical Activity Monitoring in Children in the 1-Year After 3 or More Days of Invasive Ventilation: Feasibility of Using Accelerometers. Pediatr Crit Care Med 2025; 26:e324-e333. [PMID: 40048300 PMCID: PMC11889392 DOI: 10.1097/pcc.0000000000003657] [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: 12/07/2024]
Abstract
OBJECTIVES To measure physical activity in a cohort of children who survived greater than or equal to 3 days of invasive ventilation. DESIGN Prospective cohort study (2018-2021). SETTING Quaternary children's hospital PICU. PATIENTS Children (2-17 yr old) without a preexisting tracheostomy who were ambulatory pre-illness and received greater than or equal to 3 days of invasive ventilation. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We measured duration and intensity of physical activity using hip- (< 6 yr old) or wrist- (≥ 6 yr old) worn ActiGraph GT3XP-BTLE accelerometers (ActiGraph, Pensacola, FL) for 7 days at three timepoints: hospital discharge, 3 months, and 12 months post-discharge. We measured duration of moderate or vigorous physical activity (MVPA) and nonsedentary activity, both characterized as percent of total awake wear time and total minutes per day. We categorized participants based on when they first attained a "high activity" day defined as greater than or equal to 60 minutes of MVPA or a day with percent of MVPA in the top quartile of all days measured. We evaluated 55 children of whom 43 (78%) had data from greater than or equal to 1 timepoint including 19 (35%) with data from all timepoints. Maximum daily MVPA increased across the three post-discharge timepoints (median, 16.0 min [interquartile range (IQR), 8.0-42.8 min], 48.3 min [27.8-94.3 min], and 68.4 min [34.7-111.0 min], respectively) as did maximum daily percent of awake wear time in MVPA (median, 4.3% [IQR, 2.8-9.0%], 10.1% [5.7-14.4%], and 11.1% [7.1-17.5%], respectively). Of the 43 participants, 27 achieved a high activity day: nine of 43 during the hospital discharge period, 14 of 43 during the 3 months post-discharge period, and four of 43 during the 12 months post-discharge period; 16 of 43 did not demonstrate high activity during the post-discharge year. CONCLUSIONS In the 1-year after PICU discharge measuring physical activity with accelerometers in children 2-17 years old is feasible. Furthermore, demonstration of variable recovery trajectories in our pilot cohort suggests it has potential to be an outcome measure in clinical trials.
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Affiliation(s)
- Aline B Maddux
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine, Aurora, CO
- Children's Hospital Colorado, Aurora, CO
| | - Kristen R Miller
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO
| | - Yamila L Sierra
- Research Institute, Pediatric Critical Care, Children's Hospital Colorado, Aurora, CO
| | - Tellen D Bennett
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine, Aurora, CO
- Children's Hospital Colorado, Aurora, CO
- Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO
| | - R Scott Watson
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, University of Washington School of Medicine and Center for Child Health, Behavior, and Development, Seattle Children's Research Institute, Seattle, WA
| | - Matthew Spear
- Department of Pediatrics, Dell Children's Medical Center, The University of Texas at Austin Dell Medical School, Austin, TX
| | - Laura L Pyle
- Children's Hospital Colorado, Aurora, CO
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO
| | - Peter M Mourani
- Department of Pediatrics, Section of Critical Care, University of Arkansas for Medical Sciences and Arkansas Children's, Little Rock, AR
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Rulli I, Carcione AM, D'Amico F, Quartarone G, Chimenz R, Gitto E. Corticosteroids in Pediatric Septic Shock: A Narrative Review. J Pers Med 2024; 14:1155. [PMID: 39728068 DOI: 10.3390/jpm14121155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2024] [Revised: 12/03/2024] [Accepted: 12/11/2024] [Indexed: 12/28/2024] Open
Abstract
Objective: A controversial aspect of pediatric septic shock management is corticosteroid therapy. Current guidelines do not recommend its use in forms responsive to fluids and inotropes but leave the decision to physicians in forms refractory to the first steps of therapy. Data Sources: Review of literature from January 2013 to December 2023 from online libraries Pubmed, Medline, Cochrane Library, and Scopus. Study Selection: The keywords "septic shock", "steroids" and "children" were used. Data Extraction: Of 399 articles, 63 were selected. Data Synthesis: Regarding mortality, although the 2019 Cochrane review supports reduced mortality, benefits on long-term mortality and in patients with CIRCI (critical illness-related corticosteroid insufficiency) are not clear. Yang's metanalysis and retrospective studies of Nichols and Atkinson show no difference or even an increase in mortality. Regarding severity, the Cochrane review claims that hydrocortisone seems to reduce the length of intensive care hospitalization but influences the duration of ventilatory and inotropic support, and the degree of multi-organ failure appears limited. Further controversies exist on adrenal function evaluation: according to literature, including the Surviving Sepsis Campaign guidelines, basal or stimulated hormonal dosages do not allow the identification of patients who could benefit from hydrocortisone therapy (poor reproducibility). Regarding side effects, muscle weakness, hypernatremia, and hyperglycemia are the most observed. Conclusions: The literature does not give certainties about the efficacy of corticosteroids in pediatric septic shock, as their influence on primary outcomes (mortality and severity) is controversial. A subgroup of patients suffering from secondary adrenal insufficiency could benefit from it, but it remains to be defined how to identify and what protocol to use to treat them.
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Affiliation(s)
- Immacolata Rulli
- Neonatal and Pediatric Intensive Care Unit, University Hospital of Messina, 98124 Messina, Italy
| | - Angelo Mattia Carcione
- Neonatal and Pediatric Intensive Care Unit, University Hospital of Messina, 98124 Messina, Italy
| | - Federica D'Amico
- Neonatal and Pediatric Intensive Care Unit, University Hospital of Messina, 98124 Messina, Italy
| | - Giuseppa Quartarone
- Neonatal and Pediatric Intensive Care Unit, University Hospital of Messina, 98124 Messina, Italy
| | - Roberto Chimenz
- Pediatric Nephrology with Dialysis Unit, Maternal-Infantile Department, University Hospital of Messina, 98124 Messina, Italy
| | - Eloisa Gitto
- Neonatal and Pediatric Intensive Care Unit, University Hospital of Messina, 98124 Messina, Italy
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Prout A. Are We Out of the Woods Yet? Children Continue to Have Significant Medical Needs After "Recovery" From Sepsis. Crit Care Med 2024; 52:1799-1801. [PMID: 39418002 DOI: 10.1097/ccm.0000000000006421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Affiliation(s)
- Andrew Prout
- Division of Critical Care Medicine, Department of Pediatrics, Children's Hospital of Michigan, Detroit, MI
- Department of Pediatrics, Central Michigan University College of Medicine, Mt. Pleasant, MI
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4
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Carlton EF, Rahman M, Maddux AB, Weiss SL, Prescott HC. Frequency of and Risk Factors for Increased Healthcare Utilization After Pediatric Sepsis Hospitalization. Crit Care Med 2024; 52:1700-1709. [PMID: 39297738 DOI: 10.1097/ccm.0000000000006406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2024]
Abstract
OBJECTIVES To determine the frequency of and risk factors for increased post-sepsis healthcare utilization compared with pre-sepsis healthcare utilization. DESIGN Retrospective observational cohort study. SETTING Years 2016-2019 MarketScan Commercial and Medicaid Database. PATIENTS Children (0-18 yr) with sepsis treated in a U.S. hospital. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We measured the frequency of and risk factors for increased healthcare utilization in the 90 days post- vs. pre-sepsis hospitalization. We defined increased healthcare utilization as an increase of at least 3 days in the 90 days post-hospitalization compared with the 90 days pre-hospitalization based on outpatient, emergency department, and inpatient hospitalization. We identified 2801 patients hospitalized for sepsis, of whom 865 (30.9%) had increased healthcare utilization post-sepsis, with a median (interquartile range [IQR]) of 3 days (1-6 d) total in the 90 days pre-sepsis and 10 days (IQR, 6-21 d) total in the 90 days post-sepsis ( p < 0.001). In multivariable models, the odds of increased healthcare use were higher for children with longer lengths of hospitalization (> 30 d adjusted odds ratio [aOR], 4.35; 95% CI, 2.99-6.32) and children with preexisting complex chronic conditions, specifically renal (aOR, 1.47; 95% CI, 1.02-2.12), hematologic/immunologic (aOR, 1.34; 95% CI, 1.03-1.74), metabolic (aOR, 1.39; 95% CI, 1.08-1.79), and malignancy (aOR, 1.89; 95% CI, 1.38-2.59). CONCLUSIONS In this nationally representative cohort of children who survived sepsis hospitalization in the United States, nearly one in three had increased healthcare utilization in the 90 days after discharge. Children with hospitalizations longer than 30 days and complex chronic conditions were more likely to experience increased healthcare utilization.
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Affiliation(s)
- Erin F Carlton
- Department of Pediatrics, Division of Critical Care Medicine, University of Michigan, Ann Arbor, MI
- Susan B. Meister Child Health Evaluation and Research Center, Department of Pediatrics, University of Michigan, Ann Arbor, MI
| | - Moshiur Rahman
- Susan B. Meister Child Health Evaluation and Research Center, Department of Pediatrics, University of Michigan, Ann Arbor, MI
| | - Aline B Maddux
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine, Children's Hospital Colorado, Aurora, CO
| | - Scott L Weiss
- Division of Critical Care, Department of Pediatrics, Nemours Children's Health, Wilmington, DE
- Departments of Pediatrics and Pathology, Anatomy, & Cell Biology, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA
| | - Hallie C Prescott
- VA Center for Clinical Management Research, HSR&D Center of Innovation, Ann Arbor, MI
- Department of Internal Medicine, Division of Pulmonary and Critical Care, University of Michigan, Ann Arbor, MI
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5
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Watson RS, Carrol ED, Carter MJ, Kissoon N, Ranjit S, Schlapbach LJ. The burden and contemporary epidemiology of sepsis in children. THE LANCET. CHILD & ADOLESCENT HEALTH 2024; 8:670-681. [PMID: 39142741 DOI: 10.1016/s2352-4642(24)00140-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 05/27/2024] [Accepted: 06/04/2024] [Indexed: 08/16/2024]
Abstract
Sepsis is a dysregulated host response to infection that leads to life-threatening organ dysfunction. Half of the 50 million people affected by sepsis globally every year are neonates and children younger than 19 years. This burden on the paediatric population translates into a disproportionate impact on global child health in terms of years of life lost, morbidity, and lost opportunities for children to reach their developmental potential. This Series on paediatric sepsis presents the current state of diagnosis and treatment of sepsis in children, and maps the challenges in alleviating the burden on children, their families, and society. Drawing on diverse experience and multidisciplinary expertise, we offer a roadmap to improving outcomes for children with sepsis. This first paper of the Series is a narrative review of the burden of paediatric sepsis from low-income to high-income settings. Advances towards improved operationalisation of paediatric sepsis across all age groups have facilitated more standardised assessment of the Global Burden of Disease estimates of the impact of sepsis on child health, and these estimates are expected to gain further precision with the roll out of the new Phoenix criteria for sepsis. Sepsis remains one of the leading causes of childhood morbidity and mortality, with immense direct and indirect societal costs. Although substantial regional differences persist in relation to incidence, microbiological epidemiology, and outcomes, these cannot be explained by differences in income level alone. Recent insights into post-discharge sequelae after paediatric sepsis, ranging from late mortality and persistent neurodevelopmental impairment to reduced health-related quality of life, show how common post-sepsis syndrome is in children. Targeting sepsis as a key contributor to poor health outcomes in children is therefore an essential component of efforts to meet the Sustainable Development Goals.
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Affiliation(s)
- R Scott Watson
- Seattle Children's Hospital, University of Washington School of Medicine, Seattle, WA, USA
| | - Enitan D Carrol
- Department of Clinical Infection, Microbiology and Immunology, University of Liverpool Institute of Infection, Veterinary and Ecological Sciences, Liverpool, UK
| | - Michael J Carter
- Centre for Human Genetics, University of Oxford, Oxford, UK; Paediatric Intensive Care unit, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Niranjan Kissoon
- Global Child Health Department of Pediatrics and Emergency Medicine, British Columbia Women and Children's Hospital and the University of British Columbia, Vancouver, BC, Canada
| | | | - Luregn J Schlapbach
- Department of Intensive Care and Neonatology and Children's Research Center, University Children's Hospital Zurich, University of Zurich, Zurich, Switzerland; Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia.
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6
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Alcamo AM, Becker AE, Barren GJ, Hayes K, Pennington JW, Curley MA, Tasker RC, Balamuth F, Weiss SL, Fitzgerald JC, Topjian AA. Diagnostic Identification of Acute Brain Dysfunction in Pediatric Sepsis and Septic Shock in the Electronic Health Record: A Comparison of Four Definitions in a Reference Dataset. Pediatr Crit Care Med 2024; 25:740-747. [PMID: 38738953 PMCID: PMC11300159 DOI: 10.1097/pcc.0000000000003529] [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: 05/14/2024]
Abstract
OBJECTIVES Acute brain dysfunction (ABD) in pediatric sepsis has a prevalence of 20%, but can be difficult to identify. Our previously validated ABD computational phenotype (CP ABD ) used variables obtained from the electronic health record indicative of clinician concern for acute neurologic or behavioral change. We tested whether the CP ABD has better diagnostic performance to identify confirmed ABD than other definitions using the Glasgow Coma Scale or delirium scores. DESIGN Diagnostic testing in a curated cohort of pediatric sepsis/septic shock patients. SETTING Quaternary freestanding children's hospital. SUBJECTS The test dataset comprised 527 children with sepsis/septic shock managed between 2011 and 2021 with a prevalence (pretest probability) of confirmed ABD of 30% (159/527). MEASUREMENTS AND MAIN RESULTS CP ABD was based on use of neuroimaging, electroencephalogram, and/or administration of new antipsychotic medication. We compared the performance of the CP ABD with three GCS/delirium-based definitions of ABD-Proulx et al, International Pediatric Sepsis Consensus Conference, and Pediatric Organ Dysfunction Information Update Mandate. The posttest probability of identifying ABD was highest in CP ABD (0.84) compared with other definitions. CP ABD also had the highest sensitivity (83%; 95% CI, 76-89%) and specificity (93%; 95% CI, 90-96%). The false discovery rate was lowest in CP ABD (1-in-6) as was the false omission rate (1-in-14). Finally, the prevalence threshold for the definitions varied, with the CP ABD being the definition closest to 20%. CONCLUSIONS In our curated dataset of pediatric sepsis/septic shock, CP ABD had favorable characteristics to identify confirmed ABD compared with GCS/delirium-based definitions. The CP ABD can be used to further study the impact of ABD in studies using large electronic health datasets.
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Affiliation(s)
- Alicia M. Alcamo
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Pediatric Sepsis Program, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Andrew E. Becker
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Gregory J. Barren
- Department of Biomedical and Health Informatics, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Katie Hayes
- Pediatric Sepsis Program, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Division of Emergency Medicine, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Jeffrey W. Pennington
- Department of Biomedical and Health Informatics, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Martha A.Q. Curley
- Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Department of Family and Community Health, The University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA
| | - Robert C. Tasker
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, Massachusetts, USA
- Selwyn College, Cambridge University, Cambridge, United Kingdom
| | - Fran Balamuth
- Pediatric Sepsis Program, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Division of Emergency Medicine, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Scott L. Weiss
- Division of Critical Care Medicine, Nemours Children’s Hospital, Wilmington, Delaware, USA
| | - Julie C. Fitzgerald
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Pediatric Sepsis Program, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Alexis A. Topjian
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
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7
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Logan GE, Banks RK, Reeder R, Miller K, Mourani PM, Bennett TD, Bourque SL, Meert KL, Zimmerman J, Maddux AB. Association of an In-Hospital Desirability of Outcomes Ranking Scale With Postdischarge Health-Related Quality of Life: A Secondary Analysis of the Life After Pediatric Sepsis Evaluation. Pediatr Crit Care Med 2024; 25:528-537. [PMID: 38353586 PMCID: PMC11153013 DOI: 10.1097/pcc.0000000000003470] [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: 06/06/2024]
Abstract
OBJECTIVES To develop a desirability of outcome ranking (DOOR) scale for use in children with septic shock and determine its correlation with a decrease in 3-month postadmission health-related quality of life (HRQL) or death. DESIGN Secondary analysis of the Life After Pediatric Sepsis Evaluation prospective study. SETTING Twelve U.S. PICUs, 2013-2017. PATIENTS Children (1 mo-18 yr) with septic shock. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We applied a 7-point pediatric critical care (PCC) DOOR scale: 7: death; 6: extracorporeal life support; 5: supported by life-sustaining therapies (continuous renal replacement therapy, vasoactive, or invasive ventilation); 4: hospitalized with or 3: without organ dysfunction; 2: discharged with or 1: without new morbidity to patients by assigning the highest applicable score on specific days post-PICU admission. We analyzed Spearman rank-order correlations (95% CIs) between proximal outcomes (PCC-DOOR scale on days 7, 14, and 21, ventilator-free days, cumulative 28-day Pediatric Logistic Organ Dysfunction-2 (PELOD-2) scores, and PICU-free days) and 3-month decrease in HRQL or death. HRQL was measured by Pediatric Quality of Life Inventory 4.0 or Functional Status II-R for patients with developmental delay. Patients who died were assigned the worst possible HRQL score. PCC-DOOR scores were applied to 385 patients, median age 6 years (interquartile range 2, 13) and 177 (46%) with a complex chronic condition(s). Three-month outcomes were available for 245 patients (64%) and 42 patients (17%) died. PCC-DOOR scale on days 7, 14, and 21 demonstrated fair correlation with the primary outcome (-0.42 [-0.52, -0.31], -0.47 [-0.56, -0.36], and -0.52 [-0.61, -0.42]), similar to the correlations for cumulative 28-day PELOD-2 scores (-0.51 [-0.59, -0.41]), ventilator-free days (0.43 [0.32, 0.53]), and PICU-free days (0.46 [0.35, 0.55]). CONCLUSIONS The PCC-DOOR scale is a feasible, practical outcome for pediatric sepsis trials and demonstrates fair correlation with decrease in HRQL or death at 3 months.
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Affiliation(s)
- Grace E. Logan
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO
| | - Russell K Banks
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Ron Reeder
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Kristen Miller
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO
| | - Peter M. Mourani
- Department of Pediatrics, Section of Critical Care, University of Arkansas for Medical Sciences and Arkansas Children’s Hospital, Little Rock, AR
| | - Tellen D. Bennett
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO
- Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO
| | - Stephanie L. Bourque
- Department of Pediatrics, Section of Neonatology, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO
| | - Kathleen L. Meert
- Department of Pediatrics, Children’s Hospital of Michigan, Central Michigan University, Detroit, MI
| | - Jerry Zimmerman
- Department of Pediatrics, Seattle Children’s Hospital, Seattle Research Institute, University of Washington School of Medicine, 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
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Schlapbach LJ, Ganesamoorthy D, Wilson C, Raman S, George S, Snelling PJ, Phillips N, Irwin A, Sharp N, Le Marsney R, Chavan A, Hempenstall A, Bialasiewicz S, MacDonald AD, Grimwood K, Kling JC, McPherson SJ, Blumenthal A, Kaforou M, Levin M, Herberg JA, Gibbons KS, Coin LJM. Host gene expression signatures to identify infection type and organ dysfunction in children evaluated for sepsis: a multicentre cohort study. THE LANCET. CHILD & ADOLESCENT HEALTH 2024; 8:325-338. [PMID: 38513681 DOI: 10.1016/s2352-4642(24)00017-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 01/14/2024] [Accepted: 01/15/2024] [Indexed: 03/23/2024]
Abstract
BACKGROUND Sepsis is defined as dysregulated host response to infection that leads to life-threatening organ dysfunction. Biomarkers characterising the dysregulated host response in sepsis are lacking. We aimed to develop host gene expression signatures to predict organ dysfunction in children with bacterial or viral infection. METHODS This cohort study was done in emergency departments and intensive care units of four hospitals in Queensland, Australia, and recruited children aged 1 month to 17 years who, upon admission, underwent a diagnostic test, including blood cultures, for suspected sepsis. Whole-blood RNA sequencing of blood was performed with Illumina NovaSeq (San Diego, CA, USA). Samples with completed phenotyping, monitoring, and RNA extraction by March 31, 2020, were included in the discovery cohort; samples collected or completed thereafter and by Oct 27, 2021, constituted the Rapid Paediatric Infection Diagnosis in Sepsis (RAPIDS) internal validation cohort. An external validation cohort was assembled from RNA sequencing gene expression count data from the observational European Childhood Life-threatening Infectious Disease Study (EUCLIDS), which recruited children with severe infection in nine European countries between 2012 and 2016. Feature selection approaches were applied to derive novel gene signatures for disease class (bacterial vs viral infection) and disease severity (presence vs absence of organ dysfunction 24 h post-sampling). The primary endpoint was the presence of organ dysfunction 24 h after blood sampling in the presence of confirmed bacterial versus viral infection. Gene signature performance is reported as area under the receiver operating characteristic curves (AUCs) and 95% CI. FINDINGS Between Sept 25, 2017, and Oct 27, 2021, 907 patients were enrolled. Blood samples from 595 patients were included in the discovery cohort, and samples from 312 children were included in the RAPIDS validation cohort. We derived a ten-gene disease class signature that achieved an AUC of 94·1% (95% CI 90·6-97·7) in distinguishing bacterial from viral infections in the RAPIDS validation cohort. A ten-gene disease severity signature achieved an AUC of 82·2% (95% CI 76·3-88·1) in predicting organ dysfunction within 24 h of sampling in the RAPIDS validation cohort. Used in tandem, the disease class and disease severity signatures predicted organ dysfunction within 24 h of sampling with an AUC of 90·5% (95% CI 83·3-97·6) for patients with predicted bacterial infection and 94·7% (87·8-100·0) for patients with predicted viral infection. In the external EUCLIDS validation dataset (n=362), the disease class and disease severity predicted organ dysfunction at time of sampling with an AUC of 70·1% (95% CI 44·1-96·2) for patients with predicted bacterial infection and 69·6% (53·1-86·0) for patients with predicted viral infection. INTERPRETATION In children evaluated for sepsis, novel host transcriptomic signatures specific for bacterial and viral infection can identify dysregulated host response leading to organ dysfunction. FUNDING Australian Government Medical Research Future Fund Genomic Health Futures Mission, Children's Hospital Foundation Queensland, Brisbane Diamantina Health Partners, Emergency Medicine Foundation, Gold Coast Hospital Foundation, Far North Queensland Foundation, Townsville Hospital and Health Services SERTA Grant, and Australian Infectious Diseases Research Centre.
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Affiliation(s)
- Luregn J Schlapbach
- Children's Intensive Care Research Program, 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, University of Zurich, Zurich, Switzerland; Paediatric Intensive Care Unit, Queensland Children's Hospital, Children's Health Queensland, Brisbane, QLD, Australia.
| | - Devika Ganesamoorthy
- Children's Intensive Care Research Program, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Clare Wilson
- Section of Paediatric Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Sainath Raman
- Children's Intensive Care Research Program, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia; Paediatric Intensive Care Unit, Queensland Children's Hospital, Children's Health Queensland, Brisbane, QLD, Australia
| | - Shane George
- Children's Intensive Care Research Program, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia; Department of Emergency Medicine, Gold Coast University Hospital, Southport, QLD, Australia; School of Medicine and Dentistry and the Menzies Health Institute Queensland, Griffith University, Southport, QLD, Australia
| | - Peter J Snelling
- Department of Emergency Medicine, Gold Coast University Hospital, Southport, QLD, Australia; School of Medicine and Dentistry and the Menzies Health Institute Queensland, Griffith University, Southport, QLD, Australia
| | - Natalie Phillips
- Children's Intensive Care Research Program, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia; Emergency Department, Queensland Children's Hospital, Children's Health Queensland, Brisbane, QLD, Australia
| | - Adam Irwin
- Faculty of Medicine, UQ Centre for Clinical Research, The University of Queensland, Brisbane, QLD, Australia; Infection Management and Prevention Services, Queensland Children's Hospital, Children's Health Queensland, Brisbane, QLD, Australia
| | - Natalie Sharp
- Children's Intensive Care Research Program, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia; Paediatric Intensive Care Unit, Queensland Children's Hospital, Children's Health Queensland, Brisbane, QLD, Australia
| | - Renate Le Marsney
- Children's Intensive Care Research Program, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Arjun Chavan
- Paediatric Intensive Care Unit, Townsville University Hospital, Townsville, QLD, Australia
| | | | - Seweryn Bialasiewicz
- School of Chemistry and Molecular Biosciences, The Australian Centre for Ecogenomics, and Queensland Paediatric Infectious Diseases Laboratory, The University of Queensland, Brisbane, QLD, Australia
| | - Anna D MacDonald
- Children's Intensive Care Research Program, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Keith Grimwood
- School of Medicine and Dentistry and the Menzies Health Institute Queensland, Griffith University, Southport, QLD, Australia; Department of Infectious Disease and Paediatrics, Gold Coast Health, Southport, QLD, Australia
| | - Jessica C Kling
- Frazer Institute, The University of Queensland, Brisbane, QLD, Australia
| | | | - Antje Blumenthal
- Frazer Institute, The University of Queensland, Brisbane, QLD, Australia
| | - Myrsini Kaforou
- Section of Paediatric Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Michael Levin
- Section of Paediatric Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Jethro A Herberg
- Section of Paediatric Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Kristen S Gibbons
- Children's Intensive Care Research Program, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Lachlan J M Coin
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, Australia; Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, University of Melbourne, Melbourne, VIC, Australia
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Maddux AB, Miller KR, Sierra YL, Bennett TD, Watson RS, Spear M, Pyle LL, Mourani PM. Recovery Trajectories in Children Requiring 3 or More Days of Invasive Ventilation. Crit Care Med 2024; 52:798-810. [PMID: 38193769 PMCID: PMC11018493 DOI: 10.1097/ccm.0000000000006187] [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: 01/10/2024]
Abstract
OBJECTIVES To characterize health-related quality of life (HRQL) and functional recovery trajectories and risk factors for prolonged impairments among critically ill children receiving greater than or equal to 3 days of invasive ventilation. DESIGN Prospective cohort study. SETTING Quaternary children's hospital PICU. PATIENTS Children without a preexisting tracheostomy who received greater than or equal to 3 days of invasive ventilation, survived hospitalization, and completed greater than or equal to 1 postdischarge data collection. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We evaluated 144 children measuring HRQL using proxy-report Pediatric Quality of Life Inventory and functional status using the Functional Status Scale (FSS) reflecting preillness baseline, PICU and hospital discharge, and 1, 3, 6, and 12 months after hospital discharge. They had a median age of 5.3 years (interquartile range, 1.1-13.0 yr), 58 (40%) were female, 45 (31%) had a complex chronic condition, and 110 (76%) had normal preillness FSS scores. Respiratory failure etiologies included lung disease ( n = 49; 34%), neurologic failure ( n = 23; 16%), and septic shock ( n = 22; 15%). At 1-month postdischarge, 68 of 122 (56%) reported worsened HRQL and 35 (29%) had a new functional impairment compared with preillness baseline. This improved at 3 months to 54 (46%) and 24 (20%), respectively, and remained stable through the remaining 9 months of follow-up. We used interaction forests to evaluate relative variable importance including pairwise interactions and found that therapy consultation within 3 days of intubation was associated with better HRQL recovery in older patients and those with better preillness physical HRQL. During the postdischarge year, 76 patients (53%) had an emergency department visit or hospitalization, and 62 (43%) newly received physical, occupational, or speech therapy. CONCLUSIONS Impairments in HRQL and functional status as well as health resource use were common among children with acute respiratory failure. Early therapy consultation was a modifiable characteristic associated with shorter duration of worsened HRQL in older patients.
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Affiliation(s)
- Aline B. Maddux
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine, Aurora, CO
- Children’s Hospital Colorado, Aurora, CO
| | - Kristen R. Miller
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO
| | - Yamila L. Sierra
- Research Institute, Pediatric Critical Care, Children’s Hospital Colorado, Aurora, CO
| | - Tellen D. Bennett
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine, Aurora, CO
- Children’s Hospital Colorado, Aurora, CO
- Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO
| | - R. Scott Watson
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, University of Washington School of Medicine and Center for Child Health, Behavior, and Development, Seattle Children’s Research Institute, Seattle, WA
| | - Matthew Spear
- Department of Pediatrics, Dell Children’s Medical Center, The University of Texas at Austin Dell Medical School, Austin, TX
| | - Laura L. Pyle
- Children’s Hospital Colorado, Aurora, CO
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO
| | - Peter M. Mourani
- Department of Pediatrics, Section of Critical Care, University of Arkansas for Medical Sciences and Arkansas Children’s, Little Rock, AR
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Schlapbach LJ, Raman S, Buckley D, George S, King M, Ridolfi R, Harley A, Cree M, Long D, Erickson S, Singh P, Festa M, Gibbons K, Bellomo R. Resuscitation With Vitamin C, Hydrocortisone, and Thiamin in Children With Septic Shock: A Multicenter Randomized Pilot Study. Pediatr Crit Care Med 2024; 25:159-170. [PMID: 38240537 PMCID: PMC10793796 DOI: 10.1097/pcc.0000000000003346] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2024]
Abstract
OBJECTIVES Adjunctive therapy with vitamin C, hydrocortisone, and thiamin has been evaluated in adults, but randomized controlled trial (RCT) data in children are lacking. We aimed to test the feasibility of vitamin C, hydrocortisone, and thiamin in PICU patients with septic shock; and to explore whether the intervention is associated with increased survival free of organ dysfunction. DESIGN Open-label parallel, pilot RCT multicenter study. The primary endpoint was feasibility. Clinical endpoints included survival free of organ dysfunction censored at 28 days and nine secondary outcomes, shock reversal, and two proxy measures of intervention efficacy. SETTING Six PICUs in Australia and New Zealand. PATIENTS Children of age between 28 days and 18 years requiring vasoactive drugs for septic shock between August 2019 and March 2021. INTERVENTIONS Patients were assigned 1:1 to receive 1 mg/kg hydrocortisone every 6 hours (q6h), 30 mg/kg ascorbic acid q6h, and 4 mg/kg thiamin every 12 hours (n = 27), or standard septic shock management (n = 33). MEASUREMENTS AND MAIN RESULTS Sixty of 77 (78%) eligible patients consented with 91% of approached parents providing consent. The median time from randomization to intervention was 44 (interquartile range [IQR] 29-120) min. Seventy of seventy-seven (28%) patients had received IV steroids before randomization. Median survival alive and free of organ dysfunction was 20.0 (0.0-26.0) days in the intervention and 21.0 (0.0-25.0) days in the standard care group. Median PICU length of stay was 5.3 (2.5-11.3) days in the intervention group versus 6.9 (3.0-11.5) days in the control group. Shock reversal occurred at a median of 35.2 (14.6-101.2) hours in the intervention group versus 47.3 (22.4-106.8) hours in the standard care group (median difference -12 hr; 95% CI, -56.8 to 32.7 hr). CONCLUSIONS In children requiring vasopressors for septic shock, a protocol comparing adjunctive treatment with high-dose vitamin C, hydrocortisone, and thiamin versus standard care was feasible. These findings assist in making modifications to the trial protocol to enable a better-designed larger RCT.
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Affiliation(s)
- Luregn J Schlapbach
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
- Paediatric Intensive Care Unit, Queensland Children's Hospital, Children's Health Queensland, Brisbane, QLD, Australia
- Department of Intensive Care and Neonatology, and Children's Research Center, University Children's Hospital Zurich, University of Zurich, Zurich, Switzerland
- Paediatric Intensive Care Unit, Starship Children's Hospital, Auckland, New Zealand
- Departments of Emergency Medicine and Children's Critical Care, Gold Coast University Hospital, Southport, QLD, Australia
- School of Medicine and Menzies Health Institute Queensland, Griffith University, Southport, QLD, Australia
- School of Nursing, Midwifery and Social Work, University of Queensland, QLD, Australia
- School of Nursing, Centre for Healthcare Transformation, Queensland University of Technology, Brisbane, QLD, Australia
- Paediatric Critical Care Unit, Perth Children`s Hospital, Perth, WA, Australia
- Paediatric Intensive Care Unit, Sydney Children's Hospital, Sydney, NSW, Australia
- Paediatric Intensive Care Unit, Children's Hospital Westmead, Sydney, NSW, Australia
- Kids Critical Care Research Group, Kids Research, Sydney Children's Hospitals Network, Sydney, NSW, Australia
- Intensive Care Research, Austin Hospital and Monash University, Melbourne, VIC, Australia
- Department of Critical Care, University of Melbourne., Melbourne, VIC, Australia
- Australian and New Zealand Research Centre, Monash University, Melbourne, VIC, Australia
- Department of Intensive Care, Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Sainath Raman
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
- Paediatric Intensive Care Unit, Queensland Children's Hospital, Children's Health Queensland, Brisbane, QLD, Australia
| | - David Buckley
- Paediatric Intensive Care Unit, Starship Children's Hospital, Auckland, New Zealand
| | - Shane George
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
- Departments of Emergency Medicine and Children's Critical Care, Gold Coast University Hospital, Southport, QLD, Australia
- School of Medicine and Menzies Health Institute Queensland, Griffith University, Southport, QLD, Australia
| | - Megan King
- Departments of Emergency Medicine and Children's Critical Care, Gold Coast University Hospital, Southport, QLD, Australia
| | - Roberta Ridolfi
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
- Paediatric Intensive Care Unit, Queensland Children's Hospital, Children's Health Queensland, Brisbane, QLD, Australia
| | - Amanda Harley
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
- Departments of Emergency Medicine and Children's Critical Care, Gold Coast University Hospital, Southport, QLD, Australia
- School of Nursing, Midwifery and Social Work, University of Queensland, QLD, Australia
| | - Michele Cree
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
- Paediatric Intensive Care Unit, Queensland Children's Hospital, Children's Health 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
| | - Simon Erickson
- Paediatric Critical Care Unit, Perth Children`s Hospital, Perth, WA, Australia
| | - Puneet Singh
- Paediatric Intensive Care Unit, Sydney Children's Hospital, Sydney, NSW, Australia
| | - Marino Festa
- Paediatric Intensive Care Unit, Children's Hospital Westmead, Sydney, NSW, Australia
- Kids Critical Care Research Group, Kids Research, Sydney Children's Hospitals Network, Sydney, NSW, Australia
| | - Kristen Gibbons
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Rinaldo Bellomo
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
- Paediatric Intensive Care Unit, Queensland Children's Hospital, Children's Health Queensland, Brisbane, QLD, Australia
- Department of Intensive Care and Neonatology, and Children's Research Center, University Children's Hospital Zurich, University of Zurich, Zurich, Switzerland
- Paediatric Intensive Care Unit, Starship Children's Hospital, Auckland, New Zealand
- Departments of Emergency Medicine and Children's Critical Care, Gold Coast University Hospital, Southport, QLD, Australia
- School of Medicine and Menzies Health Institute Queensland, Griffith University, Southport, QLD, Australia
- School of Nursing, Midwifery and Social Work, University of Queensland, QLD, Australia
- School of Nursing, Centre for Healthcare Transformation, Queensland University of Technology, Brisbane, QLD, Australia
- Paediatric Critical Care Unit, Perth Children`s Hospital, Perth, WA, Australia
- Paediatric Intensive Care Unit, Sydney Children's Hospital, Sydney, NSW, Australia
- Paediatric Intensive Care Unit, Children's Hospital Westmead, Sydney, NSW, Australia
- Kids Critical Care Research Group, Kids Research, Sydney Children's Hospitals Network, Sydney, NSW, Australia
- Intensive Care Research, Austin Hospital and Monash University, Melbourne, VIC, Australia
- Department of Critical Care, University of Melbourne., Melbourne, VIC, Australia
- Australian and New Zealand Research Centre, Monash University, Melbourne, VIC, Australia
- Department of Intensive Care, Royal Melbourne Hospital, Melbourne, VIC, Australia
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11
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Weiss SL, Fitzgerald JC. Pediatric Sepsis Diagnosis, Management, and Sub-phenotypes. Pediatrics 2024; 153:e2023062967. [PMID: 38084084 PMCID: PMC11058732 DOI: 10.1542/peds.2023-062967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/20/2023] [Indexed: 01/02/2024] Open
Abstract
Sepsis and septic shock are major causes of morbidity, mortality, and health care costs for children worldwide, including >3 million deaths annually and, among survivors, risk for new or worsening functional impairments, including reduced quality of life, new respiratory, nutritional, or technological assistance, and recurrent severe infections. Advances in understanding sepsis pathophysiology highlight a need to update the definition and diagnostic criteria for pediatric sepsis and septic shock, whereas new data support an increasing role for automated screening algorithms and biomarker combinations to assist earlier recognition. Once sepsis or septic shock is suspected, attention to prompt initiation of broad-spectrum empiric antimicrobial therapy, fluid resuscitation, and vasoactive medications remain key components to initial management with several new and ongoing studies offering new insights into how to optimize this approach. Ultimately, a key goal is for screening to encompass as many children as possible at risk for sepsis and trigger early treatment without increasing unnecessary broad-spectrum antibiotics and preventable hospitalizations. Although the role for adjunctive treatment with corticosteroids and other metabolic therapies remains incompletely defined, ongoing studies will soon offer updated guidance for optimal use. Finally, we are increasingly moving toward an era in which precision therapeutics will bring novel strategies to improve outcomes, especially for the subset of children with sepsis-induced multiple organ dysfunction syndrome and sepsis subphenotypes for whom antibiotics, fluid, vasoactive medications, and supportive care remain insufficient.
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Affiliation(s)
- Scott L. Weiss
- Division of Critical Care, Department of Pediatrics, Nemours Children’s Health, Wilmington, DE, USA
- Departments of Pediatrics & Pathology, Anatomy, and Cell Biology, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - Julie C. Fitzgerald
- Department of Anesthesiology and Critical Care, Children’s Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Pediatric Sepsis Program at the Children’s Hospital of Philadelphia, Philadelphia, PA, USA
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12
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Weiss SL. PICS-ing Up on Something Real in Pediatric Sepsis? Chest 2023; 164:1071-1072. [PMID: 37945185 DOI: 10.1016/j.chest.2023.05.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Accepted: 05/31/2023] [Indexed: 11/12/2023] Open
Affiliation(s)
- Scott L Weiss
- Division of Critical Care, Department of Pediatrics, Nemours Children's Health, Wilmington, DE; Departments of Pediatrics & Pathology, Anatomy, and Cell Biology, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA.
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13
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Reddy AR, Stinson HR, Alcamo AM, Pinto NP, Fitzgerald JC. Pediatric Sepsis Requiring Intensive Care Admission: Potential Structured Follow-Up Protocols to Identify and Manage New or Exacerbated Medical Conditions. Risk Manag Healthc Policy 2023; 16:1881-1891. [PMID: 37736598 PMCID: PMC10511018 DOI: 10.2147/rmhp.s394458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Accepted: 08/29/2023] [Indexed: 09/23/2023] Open
Abstract
Pediatric sepsis is a leading cause of morbidity and mortality in children globally. Children who require the pediatric intensive care unit (PICU) are at high risk for new or worsening co-morbidities, as well as readmission. This review describes the current state of protocolized follow-up after pediatric sepsis requiring PICU admission. We searched Medline and EMBASE databases for studies published in English from 2005 to date. Duplicates, review articles, abstracts and poster presentations were excluded; neonatal intensive care unit (NICU) patients were also excluded since neonatal sepsis is variably defined and differs from the pediatric consensus definition. The search yielded 418 studies of which 55 were duplicates; the subsequent 363 studies were screened for inclusion criteria, yielding 31 studies for which full article screening was completed. Subsequently, 23 studies were excluded due to wrong population (9), wrong publication type (10), duplicate data (3) or wrong outcome (1). In total, nine studies were included for which we described study design, setting, population, sample size, outcomes, PICU core outcome domain, and results. There were 4 retrospective cohort studies, 4 prospective cohort studies, 1 retrospective case series and no prospective trials. These studies show the varying trajectories of recovery after discharge, with the common finding that new or worsening morbidities are worse within months of discharge, but may persist. Sepsis survivors may have distinct needs and a different post-PICU trajectory compared to other critically ill children, particularly in quality of life and neurocognitive outcomes. Future research should focus on developing screening protocols and studying protocolized follow-up trials to reduce morbidity after pediatric sepsis.
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Affiliation(s)
- Anireddy R Reddy
- Division of Critical Care, Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA
- Pediatric Sepsis Program, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Hannah R Stinson
- Division of Critical Care, Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Pediatric Sepsis Program, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Alicia M Alcamo
- Division of Critical Care, Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Pediatric Sepsis Program, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Neethi P Pinto
- Division of Critical Care, Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Pediatric Sepsis Program, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Julie C Fitzgerald
- Division of Critical Care, Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Pediatric Sepsis Program, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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14
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Dashefsky HS, Liu H, Hayes K, Griffis H, Vaughan M, Chilutti M, Balamuth F, Stinson HR, Fitzgerald JC, Carlton EF, Weiss SL. Frequency of and Risk Factors Associated With Hospital Readmission After Sepsis. Pediatrics 2023; 152:e2022060819. [PMID: 37366012 PMCID: PMC10553743 DOI: 10.1542/peds.2022-060819] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/07/2023] [Indexed: 06/28/2023] Open
Abstract
OBJECTIVES Although children who survive sepsis are at risk for readmission, identification of patient-level variables associated with readmission has been limited by administrative datasets. We determined frequency and cause of readmission within 90 days of discharge and identified patient-level variables associated with readmission using a large, electronic health record-based registry. METHODS This retrospective observational study included 3464 patients treated for sepsis or septic shock between January 2011 and December 2018 who survived to discharge at a single academic children's hospital. We determined frequency and cause of readmission through 90 days post-discharge and identified patient-level variables associated with readmission. Readmission was defined as inpatient treatment within 90 days post-discharge from a prior sepsis hospitalization. Outcomes were frequency of and reasons for 7-, 30-, and 90-day (primary) readmission. Patient variables were tested for independent associations with readmission using multivariable logistic regression. RESULTS Following index sepsis hospitalization, frequency of readmission at 7, 30, and 90 days was 7% (95% confidence interval 6%-8%), 20% (18%-21%), and 33% (31%-34%). Variables independently associated with 90-day readmission were age ≤ 1 year, chronic comorbid conditions, lower hemoglobin and higher blood urea nitrogen at sepsis recognition, and persistently low white blood cell count ≤ 2 thous/µL. These variables explained only a small proportion of overall risk (pseudo-R2 range 0.05-0.13) and had moderate predictive validity (area under the receiver operating curve range 0.67-0.72) for readmission. CONCLUSIONS Children who survive sepsis were frequently readmitted, most often for infections. Risk for readmission was only partly indicated by patient-level variables.
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Affiliation(s)
| | - Hongyan Liu
- Data Science and Biostatistics Unit, Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | | | - Heather Griffis
- Data Science and Biostatistics Unit, Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | | | - Marianne Chilutti
- Biomedical and Health Informatics
- Arcus Program, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | | | - Hannah R Stinson
- Departments of Anesthesiology and Critical Care
- Pediatric Sepsis Program
| | | | - Erin F Carlton
- Division of Critical Care Medicine, Department of Pediatrics, University of Michigan, Ann Arbor, Michigan
- Susan B. Meister Child Health Evaluation and Research Center, Department of Pediatrics, University of Michigan, Ann Arbor, Michigan
| | - Scott L Weiss
- Departments of Anesthesiology and Critical Care
- Pediatric Sepsis Program
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15
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Carlton EF, Gebremariam A, Maddux AB, McNamara N, Barbaro RP, Cornell TT, Iwashyna TJ, Prosser LA, Zimmerman J, Weiss S, Prescott HC. New and Progressive Medical Conditions After Pediatric Sepsis Hospitalization Requiring Critical Care. JAMA Pediatr 2022; 176:e223554. [PMID: 36215045 PMCID: PMC9552050 DOI: 10.1001/jamapediatrics.2022.3554] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 07/20/2022] [Indexed: 12/15/2022]
Abstract
Importance Children commonly experience physical, cognitive, or emotional sequelae after sepsis. However, little is known about the development or progression of medical conditions after pediatric sepsis. Objective To quantify the development and progression of 4 common conditions in the 6 months after sepsis and to assess whether they differed after hospitalization for sepsis vs nonsepsis among critically ill children. Design, Setting, and Participants This cohort study of 101 511 children (<19 years) with sepsis or nonsepsis hospitalization used a national administrative claims database (January 1, 2010, to June 30, 2018). Data management and analysis were conducted from April 1, 2020, to July 7, 2022. Exposures Intensive care unit hospitalization for sepsis vs all-cause intensive care unit hospitalizations, excluding sepsis. Main Outcomes and Measures Primary outcomes were the development of 4 target conditions (chronic respiratory failure, seizure disorder, supplemental nutritional dependence, and chronic kidney disease) within 6 months of hospital discharge. Secondary outcomes were the progression of the 4 target conditions among children with the condition before hospitalization. Outcomes were identified via diagnostic and procedural codes, durable medical equipment codes, and prescription medications. Differences in the development and the progression of conditions between pediatric patients with sepsis and pediatric patients with nonsepsis who survived intensive care unit hospitalization were assessed using logistic regression with matching weights. Results A total of 5150 survivors of pediatric sepsis and 96 361 survivors of nonsepsis intensive care unit hospitalizations were identified; 2593 (50.3%) were female. The median age was 9.5 years (IQR, 3-15 years) in the sepsis cohort and 7 years (IQR, 2-13 years) in the nonsepsis cohort. Of the 5150 sepsis survivors, 670 (13.0%) developed a new target condition, and 385 of 1834 (21.0%) with a preexisting target condition had disease progression. A total of 998 of the 5150 survivors (19.4%) had development and/or progression of at least 1 condition. New conditions were more common among sepsis vs nonsepsis hospitalizations (new chronic respiratory failure: 4.6% vs 1.9%; odds ratio [OR], 2.54 [95% CI, 2.19-2.94]; new supplemental nutritional dependence: 7.9% vs 2.7%; OR, 3.17 [95% CI, 2.80-3.59]; and new chronic kidney disease: 1.1% vs 0.6%; OR, 1.65 [95% CI, 1.25-2.19]). New seizure disorder was less common (4.6% vs 6.0%; OR, 0.77 [95% CI, 0.66-0.89]). Progressive supplemental nutritional dependence was more common (1.5% vs 0.5%; OR, 2.95 [95% CI, 1.60-5.42]), progressive epilepsy was less common (33.7% vs 40.6%; OR, 0.74 [95% CI, 0.65-0.86]), and progressive respiratory failure (4.4% vs 3.3%; OR, 1.35 [95% CI, 0.89-2.04]) and progressive chronic kidney disease (7.9% vs 9.2%; OR, 0.84 [95% CI, 0.18-3.91]) were similar among survivors of sepsis vs nonsepsis admitted to an intensive care unit. Conclusions and Relevance In this national cohort of critically ill children who survived sepsis, 1 in 5 developed or had progression of a condition of interest after sepsis hospitalization, suggesting survivors of pediatric sepsis may benefit from structured follow-up to identify and treat new or worsening medical comorbid conditions.
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Affiliation(s)
- Erin F. Carlton
- Division of Critical Care Medicine, Department of Pediatrics, University of Michigan, Ann Arbor
- Susan B. Meister Child Health Evaluation and Research Center, Department of Pediatrics, University of Michigan, Ann Arbor
| | - Acham Gebremariam
- Susan B. Meister Child Health Evaluation and Research Center, Department of Pediatrics, University of Michigan, Ann Arbor
| | - Aline B. Maddux
- Section of Critical Care Medicine, Department of Pediatrics, University of Colorado School of Medicine, Children’s Hospital Colorado, Aurora
| | - Nancy McNamara
- Division of Pediatric Neurology, Department of Pediatrics, University of Michigan, Ann Arbor
| | - Ryan P. Barbaro
- Division of Critical Care Medicine, Department of Pediatrics, University of Michigan, Ann Arbor
- Susan B. Meister Child Health Evaluation and Research Center, Department of Pediatrics, University of Michigan, Ann Arbor
| | - Timothy T. Cornell
- Lucille Packard Children’s Hospital, Stanford University, Palo Alto, California
| | - Theodore J. Iwashyna
- VA Center for Clinical Management Research, HSR&D Center of Innovation, Ann Arbor, Michigan
- Division of Pulmonary and Critical Care, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Lisa A. Prosser
- Susan B. Meister Child Health Evaluation and Research Center, Department of Pediatrics, University of Michigan, Ann Arbor
| | - Jerry Zimmerman
- Seattle Children’s Hospital, Harborview Medical Center, University of Washington School of Medicine, Seattle
| | - Scott Weiss
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Children’s Hospital of Philadelphia, Pediatric Sepsis Program, Philadelphia, Pennsylvania
| | - Hallie C. Prescott
- VA Center for Clinical Management Research, HSR&D Center of Innovation, Ann Arbor, Michigan
- Division of Pulmonary and Critical Care, Department of Internal Medicine, University of Michigan, Ann Arbor
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Editor's Choice Articles for June. Pediatr Crit Care Med 2022; 23:413-414. [PMID: 35703777 DOI: 10.1097/pcc.0000000000002987] [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: 11/26/2022]
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