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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] [What about the content of this article? (0)] [Affiliation(s)] [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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Lu D, Kalantar KL, Chu VT, Glascock AL, Guerrero ES, Bernick N, Butcher X, Ewing K, Fahsbender E, Holmes O, Hoops E, Jones AE, Lim R, McCanny S, Reynoso L, Rosario K, Tang J, Valenzuela O, Mourani PM, Pickering AJ, Raphenya AR, Alcock BP, McArthur AG, Langelier CR. Simultaneous detection of pathogens and antimicrobial resistance genes with the open source, cloud-based, CZ ID pipeline. bioRxiv 2024:2024.04.12.589250. [PMID: 38645206 PMCID: PMC11030322 DOI: 10.1101/2024.04.12.589250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2024]
Abstract
Antimicrobial resistant (AMR) pathogens represent urgent threats to human health, and their surveillance is of paramount importance. Metagenomic next generation sequencing (mNGS) has revolutionized such efforts, but remains challenging due to the lack of open-access bioinformatics tools capable of simultaneously analyzing both microbial and AMR gene sequences. To address this need, we developed the Chan Zuckerberg ID (CZ ID) AMR module, an open-access, cloud-based workflow designed to integrate detection of both microbes and AMR genes in mNGS and whole-genome sequencing (WGS) data. It leverages the Comprehensive Antibiotic Resistance Database and associated Resistance Gene Identifier software, and works synergistically with the CZ ID short-read mNGS module to enable broad detection of both microbes and AMR genes. We highlight diverse applications of the AMR module through analysis of both publicly available and newly generated mNGS and WGS data from four clinical cohort studies and an environmental surveillance project. Through genomic investigations of bacterial sepsis and pneumonia cases, hospital outbreaks, and wastewater surveillance data, we gain a deeper understanding of infectious agents and their resistomes, highlighting the value of integrating microbial identification and AMR profiling for both research and public health. We leverage additional functionalities of the CZ ID mNGS platform to couple resistome profiling with the assessment of phylogenetic relationships between nosocomial pathogens, and further demonstrate the potential to capture the longitudinal dynamics of pathogen and AMR genes in hospital acquired bacterial infections. In sum, the new AMR module advances the capabilities of the open-access CZ ID microbial bioinformatics platform by integrating pathogen detection and AMR profiling from mNGS and WGS data. Its development represents a critical step toward democratizing pathogen genomic analysis and supporting collaborative efforts to combat the growing threat of AMR.
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Affiliation(s)
- Dan Lu
- Chan Zuckerberg Initiative, Redwood City, CA, USA
| | | | - Victoria T. Chu
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Division of Infectious Diseases, University of California, San Francisco, San Francisco, CA, USA
| | | | | | - Nina Bernick
- Chan Zuckerberg Initiative, Redwood City, CA, USA
| | | | - Kirsty Ewing
- Chan Zuckerberg Initiative, Redwood City, CA, USA
| | | | | | - Erin Hoops
- Chan Zuckerberg Initiative, Redwood City, CA, USA
| | - Ann E. Jones
- Chan Zuckerberg Initiative, Redwood City, CA, USA
| | - Ryan Lim
- Chan Zuckerberg Initiative, Redwood City, CA, USA
| | | | | | | | | | | | - Peter M. Mourani
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Arkansas Children’s, Little Rock, AR, USA
| | - Amy J. Pickering
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- University of California, Berkeley, Berkeley, CA, USA
| | - Amogelang R. Raphenya
- Department of Biochemistry & Biomedical Sciences, McMaster University, Hamilton, Ontario, Canada
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, Ontario, Canada
| | - Brian P. Alcock
- Department of Biochemistry & Biomedical Sciences, McMaster University, Hamilton, Ontario, Canada
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, Ontario, Canada
| | - Andrew G. McArthur
- Department of Biochemistry & Biomedical Sciences, McMaster University, Hamilton, Ontario, Canada
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, Ontario, Canada
| | - Charles R. Langelier
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Division of Infectious Diseases, University of California, San Francisco, San Francisco, CA, USA
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3
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Yates AR, Naim MY, Reeder RW, Ahmed T, Banks RK, Bell MJ, Berg RA, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Dean JM, Diddle JW, Federman M, Fernandez R, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Horvat CM, Huard LL, Maa T, Manga A, McQuillen PS, Morgan RW, Mourani PM, Nadkarni VM, Notterman D, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Tilford B, Viteri S, Wessel D, Wolfe HA, Yeh J, Zuppa AF, Sutton RM, Meert KL. Early Cardiac Arrest Hemodynamics, End-Tidal C o2 , and Outcome in Pediatric Extracorporeal Cardiopulmonary Resuscitation: Secondary Analysis of the ICU-RESUScitation Project Dataset (2016-2021). Pediatr Crit Care Med 2024; 25:312-322. [PMID: 38088765 PMCID: PMC10994777 DOI: 10.1097/pcc.0000000000003423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2023]
Abstract
OBJECTIVES Cannulation for extracorporeal membrane oxygenation during active extracorporeal cardiopulmonary resuscitation (ECPR) is a method to rescue patients refractory to standard resuscitation. We hypothesized that early arrest hemodynamics and end-tidal C o2 (ET co2 ) are associated with survival to hospital discharge with favorable neurologic outcome in pediatric ECPR patients. DESIGN Preplanned, secondary analysis of pediatric Utstein, hemodynamic, and ventilatory data in ECPR patients collected during the 2016-2021 Improving Outcomes from Pediatric Cardiac Arrest study; the ICU-RESUScitation Project (ICU-RESUS; NCT02837497). SETTING Eighteen ICUs participated in ICU-RESUS. PATIENTS There were 97 ECPR patients with hemodynamic waveforms during cardiopulmonary resuscitation. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Overall, 71 of 97 patients (73%) were younger than 1 year old, 82 of 97 (85%) had congenital heart disease, and 62 of 97 (64%) were postoperative cardiac surgical patients. Forty of 97 patients (41%) survived with favorable neurologic outcome. We failed to find differences in diastolic or systolic blood pressure, proportion achieving age-based target diastolic or systolic blood pressure, or chest compression rate during the initial 10 minutes of CPR between patients who survived with favorable neurologic outcome and those who did not. Thirty-five patients had ET co2 data; of 17 survivors with favorable neurologic outcome, four of 17 (24%) had an average ET co2 less than 10 mm Hg and two (12%) had a maximum ET co2 less than 10 mm Hg during the initial 10 minutes of resuscitation. CONCLUSIONS We did not identify an association between early hemodynamics achieved by high-quality CPR and survival to hospital discharge with favorable neurologic outcome after pediatric ECPR. Candidates for ECPR with ET co2 less than 10 mm Hg may survive with favorable neurologic outcome.
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Affiliation(s)
- Andrew R Yates
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH
| | - Maryam Y Naim
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Ron W Reeder
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Tageldin Ahmed
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI
| | - Russell K Banks
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Michael J Bell
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Robert A Berg
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Robert Bishop
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Matthew Bochkoris
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA
| | - Candice Burns
- Department of Pediatrics and Human Development, Michigan State University, Grand Rapids, MI
| | - Joseph A Carcillo
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA
| | - Todd C Carpenter
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - J Michael Dean
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - J Wesley Diddle
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Myke Federman
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA
| | - Richard Fernandez
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH
| | - Ericka L Fink
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA
| | - Deborah Franzon
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, San Francisco, CA
| | - Aisha H Frazier
- Nemours Cardiac Center, Nemours/Alfred I. duPont Hospital for Children, Wilmington, DE
- Department of Pediatrics, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA
| | - Stuart H Friess
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - Kathryn Graham
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Mark Hall
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH
| | - David A Hehir
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Christopher M Horvat
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA
| | - Leanna L Huard
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA
| | - Tensing Maa
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH
| | - Arushi Manga
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - Patrick S McQuillen
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, San Francisco, CA
| | - Ryan W Morgan
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Peter M Mourani
- Department of Pediatrics, University of Arkansas for Medical Sciences and Arkansas Children's research Institute, Little Rock, AR
| | - Vinay M Nadkarni
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Daniel Notterman
- Department of Molecular Biology, Princeton University, Princeton, NJ
| | - Murray M Pollack
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Anil Sapru
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA
| | - Carleen Schneiter
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Matthew P Sharron
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Neeraj Srivastava
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA
| | - Bradley Tilford
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI
| | - Shirley Viteri
- Department of Pediatrics, Nemours/Alfred I. duPont Hospital for Children and Thomas Jefferson University, Wilmington, DE
| | - David Wessel
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Heather A Wolfe
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Justin Yeh
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA
| | - Athena F Zuppa
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Robert M Sutton
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI
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4
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Frazier AH, Topjian AA, Reeder RW, Morgan RW, Fink EL, Franzon D, Graham K, Harding ML, Mourani PM, Nadkarni VM, Wolfe HA, Ahmed T, Bell MJ, Burns C, Carcillo JA, Carpenter TC, Diddle JW, Federman M, Friess SH, Hall M, Hehir DA, Horvat CM, Huard LL, Maa T, Meert KL, Naim MY, Notterman D, Pollack MM, Schneiter C, Sharron MP, Srivastava N, Viteri S, Wessel D, Yates AR, Sutton RM, Berg RA. Association of Pediatric Post-Cardiac Arrest Ventilation and Oxygenation with Survival Outcomes. Ann Am Thorac Soc 2024. [PMID: 38507645 DOI: 10.1513/annalsats.202311-948oc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 03/18/2024] [Indexed: 03/22/2024] Open
Abstract
RATIONALE Adult and pediatric studies provide conflicting data whether post-cardiac arrest hypoxemia, hyperoxemia, hypercapnia and/or hypocapnia are associated with worse outcomes. OBJECTIVES Determine if post-arrest hypoxemia or post-arrest hyperoxemia are associated with lower rates of survival to hospital discharge compared to post-arrest normoxemia, and if post-arrest hypocapnia or hypercapnia are associated with lower rates of survival compared to post-arrest normocapnia. METHODS Embedded prospective observational study during a multi-center interventional cardiopulmonary resuscitation trial from 2016-2021. Patients ≤18 years and ≥37 weeks corrected gestational age who received chest compressions for cardiac arrest in one of 18 ICUs were included. Exposures during the first 24 hours post-arrest were hypoxemia, hyperoxemia, or normoxemia defined as lowest PaO2 <60mmHg, highest PaO2 ≥200mmHg, or every PaO2 60-199mmHg, respectively, and hypocapnia, hypercapnia, or normocapnia defined as lowest PaCO2 <30mmHg, highest PaCO2 ≥50mmHg, or every PaCO2 30-49mmHg, respectively. Associations of oxygenation and carbon dioxide group with survival to hospital discharge were assessed using Poisson regression with robust error estimates. MEASUREMENTS AND MAIN RESULTS The hypoxemia group was less likely to survive to hospital discharge compared with the normoxemia group (aRR 0.71, 0.58-0.87), whereas the hyperoxemia group survival did not differ from the normoxemia group (aRR 1.0, 0.87-1.15). The hypercapnia group was less likely to survive to hospital discharge compared with the normocapnia group (aRR 0.74, 0.64-0.84), whereas the hypocapnia group survival did not differ from the normocapnia group (aRR 0.91, 0.74-1.12). CONCLUSIONS Post-arrest hypoxemia and hypercapnia were each associated with lower rates of survival to hospital discharge.
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Affiliation(s)
- Aisha H Frazier
- Nemours Children's Hospital Delaware, 25401, Cardiac Center, Wilmington, Delaware, United States
- Thomas Jefferson University Sidney Kimmel Medical College, 12313, Pediatrics, Philadelphia, Pennsylvania, United States
| | - Alexis A Topjian
- University of Pennsylvania Perelman School of Medicine, 14640, Philadelphia, Pennsylvania, United States
- The Children's Hospital of Philadelphia, 6567, Department of Anesthesiology and Critical Care Medicine, Philadelphia, Pennsylvania, United States
| | - Ron W Reeder
- University of Utah, Department of Pediatrics, Salt Lake City, Utah, United States
| | - Ryan W Morgan
- The Children's Hospital of Philadelphia, 6567, Department of Anesthesiology and Critical Care Medicine, Philadelphia, Pennsylvania, United States
- University of Pennsylvania, 6572, Philadelphia, Pennsylvania, United States
| | - Ericka L Fink
- Children's Hospital of Pittsburgh of UPMC, 6619, Department of Critical Care Medicine, Pittsburgh, Pennsylvania, United States
| | - Deborah Franzon
- UCSF Benioff Children's Hospital, 21642, Department of Pediatrics, San Francisco, California, United States
| | - Kathryn Graham
- The Children's Hospital of Philadelphia, 6567, Department of Anesthesiology and Critical Care Medicine, Philadelphia, Pennsylvania, United States
- University of Pennsylvania, 6572, Philadelphia, Pennsylvania, United States
| | - Monica L Harding
- University of Utah, Department of Pediatrics, Salt Lake City, Utah, United States
| | - Peter M Mourani
- University of Arkansas for Medical Sciences, 12215, Pediatrics, Critical Care Medicine, Little Rock, Arkansas, United States
- Arkansas Childrens Research Institute, 366944, Little Rock, Arkansas, United States
| | - Vinay M Nadkarni
- The Children's Hospital of Philadelphia, 6567, Department of Anesthesiology and Critical Care Medicine, Philadelphia, Pennsylvania, United States
| | - Heather A Wolfe
- The Children's Hospital of Philadelphia, 6567, Department of Anesthesiology and Critical Care Medicine, Philadelphia, Pennsylvania, United States
| | - Tageldin Ahmed
- Children's Hospital of Michigan, 2969, Department of Pediatrics , Detroit, Michigan, United States
| | - Michael J Bell
- Children's National Hospital, 8404, Department of Pediatrics, Washington, District of Columbia, United States
- The George Washington University School of Medicine and Health Sciences, 43989, Washington, District of Columbia, United States
| | - Candice Burns
- Washington University School of Medicine in Saint Louis, 12275, Department of Pediatrics, St Louis, Missouri, United States
| | - Joseph A Carcillo
- Children's Hospital of Pittsburgh of UPMC Department of Pediatric Critical Care Medicine, 549368, Pittsburgh, Pennsylvania, United States
| | - Todd C Carpenter
- University of Colorado School of Medicine, 12225, Aurora, Colorado, United States
- Children's Hospital Colorado, 2932, Department of Pediatrics, Aurora, Colorado, United States
| | - J Wesley Diddle
- The Children's Hospital of Philadelphia, 6567, Department of Anesthesiology and Critical Care Medicine, Philadelphia, Pennsylvania, United States
| | - Myke Federman
- University of California Los Angeles, 8783, Los Angeles, California, United States
- UCLA Mattel Children's Hospital, 21785, Department of Pediatrics, Los Angeles, California, United States
| | - Stuart H Friess
- Washington University School of Medicine in Saint Louis, 12275, Department of Pediatrics, St Louis, Missouri, United States
| | - Mark Hall
- Nationwide Children's Hospital, 2650, Department of Pediatrics, Columbus, Ohio, United States
- The Ohio State University, 2647, Columbus, Ohio, United States
| | - David A Hehir
- The Children's Hospital of Philadelphia, 6567, Department of Anesthesiology and Critical Care Medicine, Philadelphia, Pennsylvania, United States
| | - Christopher M Horvat
- Children's Hospital of Pittsburgh of UPMC, 6619, Department of Critical Care Medicine, Pittsburgh, Pennsylvania, United States
- University of Pittsburgh, 6614, Pittsburgh, Pennsylvania, United States
| | - Leanna L Huard
- University of California Los Angeles, 8783, Los Angeles, California, United States
- UCLA Mattel Children's Hospital, 21785, Department of Pediatrics, Los Angeles, California, United States
| | - Tensing Maa
- Nationwide Children's Hospital, 2650, Department of Pediatrics , Columbus, Ohio, United States
- The Ohio State University, 2647, Columbus, Ohio, United States
| | - Kathleen L Meert
- Children's Hospital of Michigan, 2969, Department of Pediatrics, Detroit, Michigan, United States
- Central Michigan University, 5649, Mount Pleasant, Michigan, United States
| | - Maryam Y Naim
- The Children's Hospital of Philadelphia, 6567, Department of Anesthesiology and Critical Care Medicine, Philadelphia, Pennsylvania, United States
| | - Daniel Notterman
- Princeton University, 6740, Department of Molecular Biology, Princeton, New Jersey, United States
| | - Murray M Pollack
- Children's National Hospital, 8404, Department of Pediatrics, Washington, District of Columbia, United States
- The George Washington University School of Medicine and Health Sciences, 43989, Washington, District of Columbia, United States
| | - Carleen Schneiter
- University of Colorado School of Medicine, 12225, Aurora, Colorado, United States
- Children's Hospital Colorado, 2932, Department of Pediatrics , Aurora, Colorado, United States
| | - Matthew P Sharron
- Children's National Medical Center, 8404, Department of Pediatrics, Washington, District of Columbia, United States
- The George Washington University School of Medicine and Health Sciences, 43989, Washington, District of Columbia, United States
| | - Neeraj Srivastava
- UCLA Mattel Children's Hospital, 21785, Department of Pediatrics, Los Angeles, California, United States
- University of California Los Angeles, 8783, Los Angeles, California, United States
| | - Shirley Viteri
- Nemours Children's Hospital Delaware, 25401, Department of Pediatrics, Wilmington, Delaware, United States
- Thomas Jefferson University Sidney Kimmel Medical College, 12313, Philadelphia, Pennsylvania, United States
| | - David Wessel
- Children's National Hospital, 8404, Department of Pediatrics, Washington, District of Columbia, United States
- The George Washington University School of Medicine and Health Sciences, 43989, Washington, District of Columbia, United States
| | - Andrew R Yates
- Nationwide Children's Hospital, 2650, Pediatrics, Columbus, Ohio, United States
- The Ohio State University, 2647, Pediatrics, Columbus, Ohio, United States
| | - Robert M Sutton
- The Children's Hospital of Philadelphia, 6567, Department of Anesthesiology and Critical Care Medicine, Philadelphia, Pennsylvania, United States
| | - Robert A Berg
- The Children's Hospital of Philadelphia, 6567, Department of Anesthesiology and Critical Care Medicine, Philadelphia, Pennsylvania, United States
- University of Pennsylvania, 6572, Philadelphia, Pennsylvania, United States;
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5
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Ames SG, Maddux AB, Burgunder L, Meeks H, Fink EL, Meert KL, Zinter MS, Mourani PM, Carcillo JA, Carpenter T, Pollack MM, Mareboina M, Notterman DA, Sapru A. Healthcare Burden and Resource Utilization After Pediatric Acute Respiratory Distress Syndrome: A Secondary Analysis of the Collaborative Pediatric Critical Care Research Network Acute Respiratory Distress Syndrome Study. Pediatr Crit Care Med 2024:00130478-990000000-00320. [PMID: 38445974 DOI: 10.1097/pcc.0000000000003476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/07/2024]
Abstract
OBJECTIVES To describe family healthcare burden and health resource utilization in pediatric survivors of acute respiratory distress syndrome (ARDS) at 3 and 9 months. DESIGN Secondary analysis of a prospective multisite cohort study. SETTING Eight academic PICUs in the United States (2019-2020). PATIENTS Critically ill children with ARDS and follow-up survey data collected at 3 and/or 9 months after the event. INTERVENTIONS None. METHODS AND MEASUREMENT We evaluated family healthcare burden, a measure of healthcare provided by families at home, and child health resource use including medication use and emergency department (ED) and hospital readmissions during the initial 3- and 9-month post-ARDS using proxy-report. Using multivariable logistic regression, we evaluated patient characteristics associated with family healthcare burden at 3 months. MAIN RESULTS Of 109 eligible patients, 74 (68%) and 63 patients (58%) had follow-up at 3- and 9-month post-ARDS. At 3 months, 46 families (62%) reported healthcare burden including (22%) with unmet care coordination needs. At 9 months, 33 families (52%) reported healthcare burden including 10 families (16%) with unmet care coordination needs. At month 3, 61 patients (82%) required prescription medications, 13 patients (18%) had ED visits and 16 patients (22%) required hospital readmission. At month 9, 41 patients (65%) required prescription medications, 19 patients (30%) had ED visits, and 16 (25%) required hospital readmission were reported. Medication use was associated with family healthcare burden at both 3 and 9 months. In a multivariable analysis, preillness functional status and chronic conditions were associated with healthcare burden at month 3 but illness characteristics were not. CONCLUSIONS Pediatric ARDS survivors report high rates of healthcare burden and health resource utilization at 3- and 9-month post-ARDS. Future studies should assess the impact of improved care coordination to simplify care (e.g., medication management) and improve family burden.
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Affiliation(s)
- Stefanie G Ames
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Aline B Maddux
- Department of Pediatrics, University of Colorado School of Medicine, Children's Hospital of Colorado, Aurora, CO
| | - Lauren Burgunder
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Huong Meeks
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Erica L Fink
- Department of Pediatrics, Children's Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Detroit, MI
| | - Matt S Zinter
- Department of Pediatrics, Benioff Children's Hospital, University of California-San Francisco, San Francisco, CA
| | - Peter M Mourani
- Department of Pediatrics, University of Colorado School of Medicine, Children's Hospital of Colorado, Aurora, CO
| | - Joseph A Carcillo
- Department of Pediatrics, Children's Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Todd Carpenter
- Department of Pediatrics, University of Colorado School of Medicine, Children's Hospital of Colorado, Aurora, CO
| | - Murray M Pollack
- Department of Pediatrics, Children's National Hospital, Washington, DC
| | - Manvita Mareboina
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA
| | | | - Anil Sapru
- Department of Pediatrics, Mattel Children's Hospital, University of California-Los Angeles, Los Angeles, CA
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Sallee CJ, Hippensteel JA, Miller KR, Oshima K, Pham AT, Richter RP, Belperio J, Sierra YL, Schwingshackl A, Mourani PM, Schmidt EP, Sapru A, Maddux AB. Endothelial Glycocalyx Degradation Patterns in Sepsis-Associated Pediatric Acute Respiratory Distress Syndrome: A Single Center Retrospective Observational Study. J Intensive Care Med 2024; 39:277-287. [PMID: 37670670 PMCID: PMC10845819 DOI: 10.1177/08850666231200162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 08/21/2023] [Accepted: 08/24/2023] [Indexed: 09/07/2023]
Abstract
BACKGROUND Sepsis-associated destruction of the pulmonary microvascular endothelial glycocalyx (EGCX) creates a vulnerable endothelial surface, contributing to the development of acute respiratory distress syndrome (ARDS). Constituents of the EGCX shed into circulation, glycosaminoglycans and proteoglycans, may serve as biomarkers of endothelial dysfunction. We sought to define the patterns of plasma EGCX degradation products in children with sepsis-associated pediatric ARDS (PARDS), and test their association with clinical outcomes. METHODS We retrospectively analyzed a prospective cohort (2018-2020) of children (≥1 month to <18 years of age) receiving invasive mechanical ventilation for acute respiratory failure for ≥72 h. Children with and without sepsis-associated PARDS were selected from the parent cohort and compared. Blood was collected at time of enrollment. Plasma glycosaminoglycan disaccharide class (heparan sulfate, chondroitin sulfate, and hyaluronan) and sulfation subtypes (heparan sulfate and chondroitin sulfate) were quantified using liquid chromatography tandem mass spectrometry. Plasma proteoglycans (syndecan-1) were measured through an immunoassay. RESULTS Among the 39 mechanically ventilated children (29 with and 10 without sepsis-associated PARDS), sepsis-associated PARDS patients demonstrated higher levels of heparan sulfate (median 639 ng/mL [interquartile range, IQR 421-902] vs 311 [IQR 228-461]) and syndecan-1 (median 146 ng/mL [IQR 32-315] vs 8 [IQR 8-50]), both p = 0.01. Heparan sulfate subtype analysis demonstrated greater proportions of N-sulfated disaccharide levels among children with sepsis-associated PARDS (p = 0.01). Increasing N-sulfated disaccharide levels by quartile were associated with severe PARDS (n = 9/29) with the highest quartile including >60% of the severe PARDS patients (test for trend, p = 0.04). Higher total heparan sulfate and N-sulfated disaccharide levels were independently associated with fewer 28-day ventilator-free days in children with sepsis-associated PARDS (all p < 0.05). CONCLUSIONS Children with sepsis-associated PARDS exhibited higher plasma levels of heparan sulfate disaccharides and syndecan-1, suggesting that EGCX degradation biomarkers may provide insights into endothelial dysfunction and PARDS pathobiology.
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Affiliation(s)
- Colin J. Sallee
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, David Geffen School of Medicine at University of California Los Angeles and Mattel Children's Hospital, Los Angeles, CA, USA
| | - Joseph A. Hippensteel
- Department of Medicine, Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Kristen R. Miller
- Department of Pediatrics, Section of Pediatric Critical Care, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Kaori Oshima
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA
| | - Andrew T. Pham
- Department of Medicine, Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Robert P. Richter
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - John Belperio
- Department of Medicine, Division of Pulmonary Critical Care and Sleep Medicine, David Geffen School of Medicine at University of California Los Angeles and Ronald Reagan Medical Center, Los Angeles, CA, USA
| | - Yamila L. Sierra
- Department of Pediatrics, Section of Pediatric Critical Care, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Andreas Schwingshackl
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, David Geffen School of Medicine at University of California Los Angeles and Mattel Children's Hospital, Los Angeles, CA, USA
| | - Peter M. Mourani
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, University of Arkansas for Medical Sciences and Arkansas Children's Hospital, Little Rock, AR, USA
| | - Eric P. Schmidt
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA
| | - Anil Sapru
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, David Geffen School of Medicine at University of California Los Angeles and Mattel Children's Hospital, Los Angeles, CA, USA
| | - Aline B. Maddux
- Department of Pediatrics, Section of Pediatric Critical Care, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
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7
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Morgan RW, Reeder RW, Bender D, Cooper KK, Friess SH, Graham K, Meert KL, Mourani PM, Murray R, Nadkarni VM, Nataraj C, Palmer CA, Srivastava N, Tilford B, Wolfe HA, Yates AR, Berg RA, Sutton RM. Associations Between End-Tidal Carbon Dioxide During Pediatric Cardiopulmonary Resuscitation, Cardiopulmonary Resuscitation Quality, and Survival. Circulation 2024; 149:367-378. [PMID: 37929615 PMCID: PMC10841728 DOI: 10.1161/circulationaha.123.066659] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 10/27/2023] [Indexed: 11/07/2023]
Abstract
BACKGROUND Supported by laboratory and clinical investigations of adult cardiopulmonary arrest, resuscitation guidelines recommend monitoring end-tidal carbon dioxide (ETCO2) as an indicator of cardiopulmonary resuscitation (CPR) quality, but they note that "specific values to guide therapy have not been established in children." METHODS This prospective observational cohort study was a National Heart, Lung, and Blood Institute-funded ancillary study of children in the ICU-RESUS trial (Intensive Care Unit-Resuscitation Project; NCT02837497). Hospitalized children (≤18 years of age and ≥37 weeks postgestational age) who received chest compressions of any duration for cardiopulmonary arrest, had an endotracheal or tracheostomy tube at the start of CPR, and evaluable intra-arrest ETCO2 data were included. The primary exposure was event-level average ETCO2 during the first 10 minutes of CPR (dichotomized as ≥20 mm Hg versus <20 mm Hg on the basis of adult literature). The primary outcome was survival to hospital discharge. Secondary outcomes were sustained return of spontaneous circulation, survival to discharge with favorable neurological outcome, and new morbidity among survivors. Poisson regression measured associations between ETCO2 and outcomes as well as the association between ETCO2 and other CPR characteristics: (1) invasively measured systolic and diastolic blood pressures, and (2) CPR quality and chest compression mechanics metrics (ie, time to CPR start; chest compression rate, depth, and fraction; ventilation rate). RESULTS Among 234 included patients, 133 (57%) had an event-level average ETCO2 ≥20 mm Hg. After controlling for a priori covariates, average ETCO2 ≥20 mm Hg was associated with a higher incidence of survival to hospital discharge (86/133 [65%] versus 48/101 [48%]; adjusted relative risk, 1.33 [95% CI, 1.04-1.69]; P=0.023) and return of spontaneous circulation (95/133 [71%] versus 59/101 [58%]; adjusted relative risk, 1.22 [95% CI, 1.00-1.49]; P=0.046) compared with lower values. ETCO2 ≥20 mm Hg was not associated with survival with favorable neurological outcome or new morbidity among survivors. Average 2 ≥20 mm Hg was associated with higher systolic and diastolic blood pressures during CPR, lower CPR ventilation rates, and briefer pre-CPR arrest durations compared with lower values. Chest compression rate, depth, and fraction did not differ between ETCO2 groups. CONCLUSIONS In this multicenter study of children with in-hospital cardiopulmonary arrest, ETCO2 ≥20 mm Hg was associated with better outcomes and higher intra-arrest blood pressures, but not with chest compression quality metrics.
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Affiliation(s)
- Ryan W Morgan
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania (R.W.M., K.K.C., K.G., V.M.N., H.A.W., R.A.B., R.M.S.)
| | - Ron W Reeder
- Department of Pediatrics, University of Utah, Salt Lake City (R.W.R., C.A.P.)
| | - Dieter Bender
- Villanova Center for Analytics of Dynamic Systems, Villanova University, PA (D.B., C.N.)
| | - Kellimarie K Cooper
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania (R.W.M., K.K.C., K.G., V.M.N., H.A.W., R.A.B., R.M.S.)
| | - Stuart H Friess
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO (S.H.F.)
| | - Kathryn Graham
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania (R.W.M., K.K.C., K.G., V.M.N., H.A.W., R.A.B., R.M.S.)
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit (K.L.M., B.T.)
| | - Peter M Mourani
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora (P.M.M.)
| | - Robert Murray
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus (R.M., A.R.Y.)
| | - Vinay M Nadkarni
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania (R.W.M., K.K.C., K.G., V.M.N., H.A.W., R.A.B., R.M.S.)
| | - Chandrasekhar Nataraj
- Villanova Center for Analytics of Dynamic Systems, Villanova University, PA (D.B., C.N.)
| | - Chella A Palmer
- Department of Pediatrics, University of Utah, Salt Lake City (R.W.R., C.A.P.)
| | - Neeraj Srivastava
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles (N.S.)
| | - Bradley Tilford
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit (K.L.M., B.T.)
| | - Heather A Wolfe
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania (R.W.M., K.K.C., K.G., V.M.N., H.A.W., R.A.B., R.M.S.)
| | - Andrew R Yates
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus (R.M., A.R.Y.)
| | - Robert A Berg
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania (R.W.M., K.K.C., K.G., V.M.N., H.A.W., R.A.B., R.M.S.)
| | - Robert M Sutton
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania (R.W.M., K.K.C., K.G., V.M.N., H.A.W., R.A.B., R.M.S.)
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Sharma M, Brown AW, Powell NM, Rajaram N, Tong L, Mourani PM, Schootman M. Racial and skin color mediated disparities in pulse oximetry in infants and young children. Paediatr Respir Rev 2024:S1526-0542(24)00001-0. [PMID: 38233229 DOI: 10.1016/j.prrv.2023.12.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2023] [Revised: 12/18/2023] [Accepted: 12/19/2023] [Indexed: 01/19/2024]
Abstract
Race-based and skin pigmentation-related inaccuracies in pulse oximetry have recently been highlighted in several large electronic health record-based retrospective cohort studies across diverse patient populations and healthcare settings. Overestimation of oxygen saturation by pulse oximeters, particularly in hypoxic states, is disparately higher in Black compared to other racial groups. Compared to adult literature, pediatric studies are relatively few and mostly reliant on birth certificates or maternal race-based classification of comparison groups. Neonates, infants, and young children are particularly susceptible to the adverse life-long consequences of hypoxia and hyperoxia. Successful neonatal resuscitation, precise monitoring of preterm and term neonates with predominantly lung pathology, screening for congenital heart defects, and critical decisions on home oxygen, ventilator support and medication therapies, are only a few examples of situations that are highly reliant on the accuracy of pulse oximetry. Undetected hypoxia, especially if systematically different in certain racial groups may delay appropriate therapies and may further perpetuate health care disparities. The role of biological factors that may differ between racial groups, particularly skin pigmentation that may contribute to biased pulse oximeter readings needs further evaluation. Developmental and maturational changes in skin physiology and pigmentation, and its interaction with the operating principles of pulse oximetry need further study. Importantly, clinicians should recognize the limitations of pulse oximetry and use additional objective measures of oxygenation (like co-oximetry measured arterial oxygen saturation) where hypoxia is a concern.
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Affiliation(s)
- Megha Sharma
- Department of Pediatrics, Division of Neonatology, University of Arkansas for Medical Sciences, Little Rock, AR, United States; Arkansas Children's Research Institute, Little Rock, AR, United States.
| | - Andrew W Brown
- Department of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, AR, United States; Arkansas Children's Research Institute, Little Rock, AR, United States
| | - Nicholas M Powell
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, AR, United States
| | - Narasimhan Rajaram
- Department of Biomedical Engineering, University of Arkansas, Fayetteville, AR, United States; Winthrop P. Rockefeller Cancer Institute, Little Rock, AR, United States
| | - Lauren Tong
- Clinical Library Services, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Peter M Mourani
- Arkansas Children's Research Institute, Little Rock, AR, United States; Department of Pediatrics, Division of Pediatric Critical Care, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Mario Schootman
- Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, United States
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9
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Chu VT, Tsitsiklis A, Mick E, Ambroggio L, Kalantar KL, Glascock A, Osborne CM, Wagner BD, Matthay MA, DeRisi JL, Calfee CS, Mourani PM, Langelier CR. The antibiotic resistance reservoir of the lung microbiome expands with age in a population of critically ill patients. Nat Commun 2024; 15:92. [PMID: 38168095 PMCID: PMC10762195 DOI: 10.1038/s41467-023-44353-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 12/11/2023] [Indexed: 01/05/2024] Open
Abstract
Antimicrobial resistant lower respiratory tract infections are an increasing public health threat and an important cause of global mortality. The lung microbiome can influence susceptibility of respiratory tract infections and represents an important reservoir for exchange of antimicrobial resistance genes. Studies of the gut microbiome have found an association between age and increasing antimicrobial resistance gene burden, however, corollary studies in the lung microbiome remain absent. We performed an observational study of children and adults with acute respiratory failure admitted to the intensive care unit. From tracheal aspirate RNA sequencing data, we evaluated age-related differences in detectable antimicrobial resistance gene expression in the lung microbiome. Using a multivariable logistic regression model, we find that detection of antimicrobial resistance gene expression was significantly higher in adults compared with children after adjusting for demographic and clinical characteristics. This association remained significant after additionally adjusting for lung bacterial microbiome characteristics, and when modeling age as a continuous variable. The proportion of adults expressing beta-lactam, aminoglycoside, and tetracycline antimicrobial resistance genes was higher compared to children. Together, these findings shape our understanding of the lung resistome in critically ill patients across the lifespan, which may have implications for clinical management and global public health.
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Affiliation(s)
- Victoria T Chu
- Division of Infectious Diseases & Global Health, University of California, San Francisco, CA, USA
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Alexandra Tsitsiklis
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Eran Mick
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Division of Pulmonary and Critical Care Medicine, Cardiovascular Research Institute, University of California, San Francisco, CA, USA
| | - Lilliam Ambroggio
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | | | | | - Christina M Osborne
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Brandie D Wagner
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Michael A Matthay
- Division of Pulmonary and Critical Care Medicine, Cardiovascular Research Institute, University of California, San Francisco, CA, USA
| | - Joseph L DeRisi
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | - Carolyn S Calfee
- Division of Pulmonary and Critical Care Medicine, Cardiovascular Research Institute, University of California, San Francisco, CA, USA
| | - Peter M Mourani
- Arkansas Children's Research Institute, Arkansas Children's Hospital, Little Rock, AR, USA
| | - Charles R Langelier
- Division of Infectious Diseases, University of California, San Francisco, CA, USA.
- Chan Zuckerberg Biohub, San Francisco, CA, USA.
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10
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Zinna SS, Morgan RW, Reeder RW, Ahmed T, Bell MJ, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Cooper KK, Michael Dean J, Wesley Diddle J, Federman M, Fernandez R, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Harding ML, Hehir DA, Horvat CM, Huard LL, Landis WP, Maa T, Manga A, McQuillen PS, Meert KL, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Tilford B, Viteri S, Wessel D, Wolfe HA, Yates AR, Zuppa AF, Berg RA, Sutton RM. Chest compressions for pediatric organized rhythms: A hemodynamic and outcomes analysis. Resuscitation 2024; 194:110068. [PMID: 38052273 PMCID: PMC10843614 DOI: 10.1016/j.resuscitation.2023.110068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 11/16/2023] [Accepted: 11/22/2023] [Indexed: 12/07/2023]
Abstract
AIM Pediatric cardiopulmonary resuscitation (CPR) guidelines recommend starting CPR for heart rates (HRs) less than 60 beats per minute (bpm) with poor perfusion. Objectives were to (1) compare HRs and arterial blood pressures (BPs) prior to CPR among patients with clinician-reported bradycardia with poor perfusion ("BRADY") vs. pulseless electrical activity (PEA); and (2) determine if hemodynamics prior to CPR are associated with outcomes. METHODS AND RESULTS Prospective observational cohort study performed as a secondary analysis of the ICU-RESUScitation trial (NCT028374497). Comparisons occurred (1) during the 15 seconds "immediately" prior to CPR and (2) over the two minutes prior to CPR, stratified by age (≤1 year, >1 year). Poisson regression models assessed associations between hemodynamics and outcomes. Primary outcome was return of spontaneous circulation (ROSC). Pre-CPR HRs were lower in BRADY vs. PEA (≤1 year: 63.8 [46.5, 87.0] min-1 vs. 120 [93.2, 150.0], p < 0.001; >1 year: 67.4 [54.5, 87.0] min-1 vs. 100 [66.7, 120], p < 0.014). Pre-CPR pulse pressure was higher among BRADY vs. PEA (≤1 year (12.9 [9.0, 28.5] mmHg vs. 10.4 [6.1, 13.4] mmHg, p > 0.001). Pre-CPR pulse pressure ≥ 20 mmHg was associated with higher rates of ROSC among PEA (aRR 1.58 [CI95 1.07, 2.35], p = 0.022) and survival to hospital discharge with favorable neurologic outcome in both groups (BRADY: aRR 1.28 [CI95 1.01, 1.62], p = 0.040; PEA: aRR 1.94 [CI95 1.19, 3.16], p = 0.008). Pre-CPR HR ≥ 60 bpm was not associated with outcomes. CONCLUSIONS Pulse pressure and HR are used clinically to differentiate BRADY from PEA. A pre-CPR pulse pressure >20 mmHg was associated with improved patient outcomes.
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Affiliation(s)
- Shairbanu S Zinna
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Ryan W Morgan
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Ron W Reeder
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Tageldin Ahmed
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI, USA
| | - Michael J Bell
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Robert Bishop
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Matthew Bochkoris
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Candice Burns
- Department of Pediatrics and Human Development, Michigan State University, Grand Rapids, MI, USA
| | - Joseph A Carcillo
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Todd C Carpenter
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Kellimarie K Cooper
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - J Michael Dean
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - J Wesley Diddle
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Myke Federman
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Richard Fernandez
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Ericka L Fink
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Deborah Franzon
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, San Francisco, CA, USA
| | - Aisha H Frazier
- Nemours Cardiac Center, Nemours/Alfred I. duPont Hospital for Children, Wilmington, DE, USA; Department of Pediatrics, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA
| | - Stuart H Friess
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Kathryn Graham
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Mark Hall
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Monica L Harding
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - David A Hehir
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Christopher M Horvat
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Leanna L Huard
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - William P Landis
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Tensing Maa
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Arushi Manga
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Patrick S McQuillen
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, San Francisco, CA, USA
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI, USA
| | - Peter M Mourani
- University of Arkansas for Medical Sciences and Arkansas Children's Hospital, Little Rock, AR, USA
| | - Vinay M Nadkarni
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Maryam Y Naim
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Daniel Notterman
- Department of Molecular Biology, Princeton University, Princeton, NJ, USA
| | - Murray M Pollack
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Anil Sapru
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Carleen Schneiter
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Matthew P Sharron
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Neeraj Srivastava
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Bradley Tilford
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI, USA
| | - Shirley Viteri
- Department of Pediatrics, Nemours/Alfred I. duPont Hospital for Children and Thomas Jefferson University, Wilmington, DE, USA
| | - David Wessel
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Heather A Wolfe
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Andrew R Yates
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Athena F Zuppa
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert A Berg
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert M Sutton
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA.
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11
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Federman M, Sutton RM, Reeder RW, Ahmed T, Bell MJ, Berg RA, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Dean JM, Diddle JW, Fernandez R, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Horvat CM, Huard LL, Kirkpatrick T, Maa T, Maitoza LA, Manga A, McQuillen PS, Meert KL, Morgan RW, Mourani PM, Nadkarni VM, Notterman D, Palmer CA, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Tilford B, Viteri S, Wessel D, Wolfe HA, Yates AR, Zuppa AF, Naim MY. Survival With Favorable Neurologic Outcome and Quality of Cardiopulmonary Resuscitation Following In-Hospital Cardiac Arrest in Children With Cardiac Disease Compared With Noncardiac Disease. Pediatr Crit Care Med 2024; 25:4-14. [PMID: 37678381 PMCID: PMC10843749 DOI: 10.1097/pcc.0000000000003368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/09/2023]
Abstract
OBJECTIVES To assess associations between outcome and cardiopulmonary resuscitation (CPR) quality for in-hospital cardiac arrest (IHCA) in children with medical cardiac, surgical cardiac, or noncardiac disease. DESIGN Secondary analysis of a multicenter cluster randomized trial, the ICU-RESUScitation Project (NCT02837497, 2016-2021). SETTING Eighteen PICUs. PATIENTS Children less than or equal to 18 years old and greater than or equal to 37 weeks postconceptual age receiving chest compressions (CC) of any duration during the study. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Of 1,100 children with IHCA, there were 273 medical cardiac (25%), 383 surgical cardiac (35%), and 444 noncardiac (40%) cases. Favorable neurologic outcome was defined as no more than moderate disability or no worsening from baseline Pediatric Cerebral Performance Category at discharge. The medical cardiac group had lower odds of survival with favorable neurologic outcomes compared with the noncardiac group (48% vs 55%; adjusted odds ratio [aOR] [95% CI], aOR 0.59 [95% CI, 0.39-0.87], p = 0.008) and surgical cardiac group (48% vs 58%; aOR 0.64 [95% CI, 0.45-0.9], p = 0.01). We failed to identify a difference in favorable outcomes between surgical cardiac and noncardiac groups. We also failed to identify differences in CC rate, CC fraction, ventilation rate, intra-arrest average target diastolic or systolic blood pressure between medical cardiac versus noncardiac, and surgical cardiac versus noncardiac groups. The surgical cardiac group had lower odds of achieving target CC depth compared to the noncardiac group (OR 0.15 [95% CI, 0.02-0.52], p = 0.001). We failed to identify a difference in the percentage of patients achieving target CC depth when comparing medical cardiac versus noncardiac groups. CONCLUSIONS In pediatric IHCA, medical cardiac patients had lower odds of survival with favorable neurologic outcomes compared with noncardiac and surgical cardiac patients. We failed to find differences in CPR quality between medical cardiac and noncardiac patients, but there were lower odds of achieving target CC depth in surgical cardiac compared to noncardiac patients.
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Affiliation(s)
- Myke Federman
- Department of Pediatrics, Mattel Children’s Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Robert M Sutton
- Department of Anesthesiology and Critical Care Medicine, The Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Ron W Reeder
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Tageldin Ahmed
- Department of Pediatrics, Children’s Hospital of Michigan, Central Michigan University, Detroit, MI, USA
| | - Michael J Bell
- Department of Pediatrics, Children’s National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Robert A Berg
- Department of Anesthesiology and Critical Care Medicine, The Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert Bishop
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO, USA
| | - Matthew Bochkoris
- Department of Critical Care Medicine, UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Candice Burns
- Department of Pediatrics and Human Development, Michigan State University, Grand Rapids, MI, USA
| | - Joseph A Carcillo
- Department of Critical Care Medicine, UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Todd C Carpenter
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO, USA
| | - J Michael Dean
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - J Wesley Diddle
- Department of Pediatrics, Children’s National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Richard Fernandez
- Department of Pediatrics, Nationwide Children’s Hospital, The Ohio State University, Columbus, OH, USA
| | - Ericka L Fink
- Department of Critical Care Medicine, UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Deborah Franzon
- Department of Pediatrics, Benioff Children’s Hospital, University of California, San Francisco, San Francisco, CA, USA
| | - Aisha H Frazier
- Nemours Cardiac Center, Nemours Children’s Hospital, Delaware, Wilmington, DE, USA
- Department of Pediatrics, Sidney Kimmel Medical College, Thomas Jefferson University, St. Louis, MO, USA
| | - Stuart H Friess
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Kathryn Graham
- Department of Anesthesiology and Critical Care Medicine, The Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Mark Hall
- Department of Pediatrics, Nationwide Children’s Hospital, The Ohio State University, Columbus, OH, USA
| | - David A Hehir
- Department of Anesthesiology and Critical Care Medicine, The Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Christopher M Horvat
- Department of Critical Care Medicine, UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Leanna L Huard
- Department of Pediatrics, Mattel Children’s Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Theresa Kirkpatrick
- Department of Pediatrics, Mattel Children’s Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Tensing Maa
- Department of Pediatrics, Nationwide Children’s Hospital, The Ohio State University, Columbus, OH, USA
| | - Laura A Maitoza
- Department of Pediatrics, Mattel Children’s Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Arushi Manga
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Patrick S McQuillen
- Department of Pediatrics, Benioff Children’s Hospital, University of California, San Francisco, San Francisco, CA, USA
| | - Kathleen L Meert
- Department of Pediatrics, Children’s Hospital of Michigan, Central Michigan University, Detroit, MI, USA
| | - Ryan W Morgan
- Department of Anesthesiology and Critical Care Medicine, The Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Peter M Mourani
- Department of Pediatrics, University of Arkansas for Medical Sciences and Arkansas Children’s Hospital, Little Rock, AR, USA
| | - Vinay M Nadkarni
- Department of Anesthesiology and Critical Care Medicine, The Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Daniel Notterman
- Department of Molecular Biology, Princeton University, Princeton, NJ, USA
| | - Chella A Palmer
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Murray M Pollack
- Department of Pediatrics, Children’s National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Anil Sapru
- Department of Pediatrics, Mattel Children’s Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Carleen Schneiter
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO, USA
| | - Matthew P Sharron
- Department of Pediatrics, Children’s National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Neeraj Srivastava
- Department of Pediatrics, Mattel Children’s Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Bradley Tilford
- Department of Pediatrics, Children’s Hospital of Michigan, Central Michigan University, Detroit, MI, USA
| | - Shirley Viteri
- Department of Pediatrics, Nemours Children’s Hospital, Delaware and Thomas Jefferson University, Wilmington, DE, USA
| | - David Wessel
- Department of Pediatrics, Children’s National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Heather A Wolfe
- Department of Anesthesiology and Critical Care Medicine, The Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Andrew R Yates
- Department of Pediatrics, Nationwide Children’s Hospital, The Ohio State University, Columbus, OH, USA
| | - Athena F Zuppa
- Department of Anesthesiology and Critical Care Medicine, The Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Maryam Y Naim
- Department of Anesthesiology and Critical Care Medicine, The Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
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Osborne CM, Langelier C, Kamm J, Williamson K, Ambroggio L, Reeder RW, Locandro C, Kirk Harris J, Wagner BD, Maddux AB, Caldera S, Lyden A, Soesanto V, Simões EAF, Leroue MK, Carpenter TC, Hall MW, Zuppa AF, Carcillo JA, Meert KL, Pollack MM, McQuillen PS, Notterman DA, DeRisi J, Mourani PM. Viral Detection by Reverse Transcriptase Polymerase Chain Reaction in Upper Respiratory Tract and Metagenomic RNA Sequencing in Lower Respiratory Tract in Critically Ill Children With Suspected Lower Respiratory Tract Infection. Pediatr Crit Care Med 2024; 25:e1-e11. [PMID: 37732845 PMCID: PMC10756702 DOI: 10.1097/pcc.0000000000003336] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
OBJECTIVES Viral lower respiratory tract infection (vLRTI) contributes to substantial morbidity and mortality in children. Diagnosis is typically confirmed by reverse transcriptase polymerase chain reaction (RT-PCR) of nasopharyngeal specimens in hospitalized patients; however, it is unknown whether nasopharyngeal detection accurately reflects presence of virus in the lower respiratory tract (LRT). This study evaluates agreement between viral detection from nasopharyngeal specimens by RT-PCR compared with metagenomic next-generation RNA sequencing (RNA-Seq) from tracheal aspirates (TAs). DESIGN This is an analysis of of a seven-center prospective cohort study. SETTING Seven PICUs within academic children's hospitals in the United States. PATIENTS Critically ill children (from 1 mo to 18 yr) who required mechanical ventilation via endotracheal tube for greater than or equal to 72 hours. INTERVENTIONS We evaluated agreement in viral detection between paired upper and LRT samples. Results of clinical nasopharyngeal RT-PCR were compared with TA RNA-Seq. Positive and negative predictive agreement and Cohen's Kappa were used to assess agreement. MEASUREMENTS AND MAIN RESULTS Of 295 subjects with paired testing available, 200 (68%) and 210 (71%) had positive viral testing by RT-PCR from nasopharyngeal and RNA-Seq from TA samples, respectively; 184 (62%) were positive by both nasopharyngeal RT-PCR and TA RNA-Seq for a virus, and 69 (23%) were negative by both methods. Nasopharyngeal RT-PCR detected the most abundant virus identified by RNA-Seq in 92.4% of subjects. Among the most frequent viruses detected, respiratory syncytial virus demonstrated the highest degree of concordance (κ = 0.89; 95% CI, 0.83-0.94), whereas rhinovirus/enterovirus demonstrated lower concordance (κ = 0.55; 95% CI, 0.44-0.66). Nasopharyngeal PCR was more likely to detect multiple viruses than TA RNA-Seq (54 [18.3%] vs 24 [8.1%], p ≤ 0.001). CONCLUSIONS Viral nucleic acid detection in the upper versus LRT reveals good overall agreement, but concordance depends on the virus. Further studies are indicated to determine the utility of LRT sampling or the use of RNA-Seq to determine LRTI etiology.
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Affiliation(s)
- Christina M Osborne
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
- Department of Pediatrics, Section of Infectious Diseases, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Charles Langelier
- Division of Infectious Diseases, Department of Medicine, University of California San Francisco, San Francisco, CA
- Chan Zuckerberg Biohub, San Francisco, CA
| | - Jack Kamm
- Chan Zuckerberg Biohub, San Francisco, CA
| | - Kayla Williamson
- Department of Biostatistics and Informatics, University of Colorado, Colorado School of Public Health, Aurora, CO
| | - Lilliam Ambroggio
- Department of Epidemiology, University of Colorado School of Medicine, Aurora, CO
- Department of Pediatrics, Section of Emergency Medicine, University of Colorado School of Medicine, Aurora, CO
| | - Ron W Reeder
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | | | - J Kirk Harris
- Department of Pediatrics, Section of Pulmonary Medicine, University of Colorado School of Medicine, Aurora, CO
| | - Brandie D Wagner
- Department of Biostatistics and Informatics, University of Colorado, Colorado School of Public Health, Aurora, CO
| | - Aline B Maddux
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | | | - Amy Lyden
- Chan Zuckerberg Biohub, San Francisco, CA
| | - Victoria Soesanto
- Department of Biostatistics and Informatics, University of Colorado, Colorado School of Public Health, Aurora, CO
| | - Eric A F Simões
- Department of Pediatrics, Section of Infectious Diseases, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Matthew K Leroue
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Todd C Carpenter
- 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 and The Ohio State University College of Medicine, Columbus, OH
| | - Athena F Zuppa
- Anesthesiology and Critical Care, Hospital of the University of Pennsylvania and the Children's Hospital of Philadelphia, Philadelphia, PA
| | - Joseph A Carcillo
- Department of Anesthesia and Critical Care Medicine, University of Pittsburgh School of Medicine, Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - Kathleen L Meert
- Department of Pediatrics, Critical Care Medicine, Children's Hospital of Michigan, Central Michigan University, Detroit, MI
| | - Murray M Pollack
- Department of Pediatrics, Critical Care Medicine, Children's National Hospital, Washington, DC
| | - Patrick S McQuillen
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, San Francisco, CA
| | | | | | - Peter M Mourani
- Department of Pediatrics, Critical Care, University of Arkansas for Medical Sciences and Arkansas Children's Research Institute, Little Rock, AR
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13
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Janas AM, Miller KR, Stence NV, Wyrwa JM, Ruzas CM, Messer R, Mourani PM, Fink EL, Maddux AB. Utility of Early Magnetic Resonance Imaging to Enhance Outcome Prediction in Critically Ill Children with Severe Traumatic Brain Injury. Neurocrit Care 2023:10.1007/s12028-023-01898-9. [PMID: 38148435 DOI: 10.1007/s12028-023-01898-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 11/16/2023] [Indexed: 12/28/2023]
Abstract
BACKGROUND Many children with severe traumatic brain injury (TBI) receive magnetic resonance imaging (MRI) during hospitalization. There are insufficient data on how different patterns of injury on early MRI inform outcomes. METHODS Children (3-17 years) admitted in 2010-2021 for severe TBI (Glasgow Coma Scale [GCS] score < 9) were identified using our site's trauma registry. We used multivariable modeling to determine whether the hemorrhagic diffuse axonal injury (DAI) grade and the number of regions with restricted diffusion (subcortical white matter, corpus callosum, deep gray matter, and brainstem) on MRI obtained within 7 days of injury were independently associated with time to follow commands and with Functional Independence Measure for Children (WeeFIM) scores at the time of discharge from inpatient rehabilitation. We controlled for the clinical variables age, preadmission cardiopulmonary resuscitation, pupil reactivity, motor GCS score, and fever (> 38 °C) in the first 12 h. RESULTS Of 260 patients, 136 (52%) underwent MRI within 7 days of injury at a median of 3 days (interquartile range [IQR] 2-4). Patients with early MRI were a median age of 11 years (IQR 7-14), 8 (6%) patients received cardiopulmonary resuscitation, 19 (14%) patients had bilateral unreactive pupils, the median motor GCS score was 1 (IQR 1-4), and 82 (60%) patients had fever. Grade 3 DAI was present in 46 (34%) patients, and restricted diffusion was noted in the corpus callosum in 75 (55%) patients, deep gray matter in 29 (21%) patients, subcortical white matter in 23 (17%) patients, and the brainstem in 20 (15%) patients. After controlling for clinical variables, an increased number of regions with restricted diffusion, but not hemorrhagic DAI grade, was independently associated with longer time to follow commands (hazard ratio 0.68, 95% confidence interval 0.53-0.89) and worse WeeFIM scores (estimate β - 4.67, 95% confidence interval - 8.33 to - 1.01). CONCLUSIONS Regional restricted diffusion on early MRI is independently associated with short-term outcomes in children with severe TBI. Multicenter cohort studies are needed to validate these findings and elucidate the association of early MRI features with long-term outcomes in children with severe TBI.
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Affiliation(s)
- Anna M Janas
- Section of Critical Care, Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital of Colorado, University of Colorado Anschutz Medical Campus, 13121 E. 17th Avenue, Ed2S, MS8414, Aurora, CO, 80045, USA.
| | - Kristen R Miller
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA
| | - Nicholas V Stence
- Section of Neuroradiology, Department of Radiology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Jordan M Wyrwa
- Department of Physical Medicine and Rehabilitation, University of Colorado School of Medicine and Children's Hospital of Colorado, Aurora, CO, USA
| | - Christopher M Ruzas
- Section of Critical Care, Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital of Colorado, University of Colorado Anschutz Medical Campus, 13121 E. 17th Avenue, Ed2S, MS8414, Aurora, CO, 80045, USA
| | - Ricka Messer
- Section of Child Neurology, Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital of Colorado, Aurora, CO, USA
| | - Peter M Mourani
- Section of Critical Care, Department of Pediatrics, University of Arkansas for Medical Sciences and Arkansas Children's Hospital, Little Rock, AR, USA
| | - Ericka L Fink
- Department of Critical Care Medicine, University of Pittsburgh Medical Center Children's Hospital of Pittsburgh, Pittsburgh, PA, USA
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA, USA
| | - Aline B Maddux
- Section of Critical Care, Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital of Colorado, University of Colorado Anschutz Medical Campus, 13121 E. 17th Avenue, Ed2S, MS8414, Aurora, CO, 80045, USA
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14
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VanBuren JM, Hall M, Zuppa AF, Mourani PM, Carcillo J, Dean JM, Watt K, Holubkov R. The Design of Nested Adaptive Clinical Trials of Multiple Organ Dysfunction Syndrome Children in a Single Study. Pediatr Crit Care Med 2023; 24:e635-e646. [PMID: 37498156 PMCID: PMC10817996 DOI: 10.1097/pcc.0000000000003332] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/28/2023]
Abstract
OBJECTIVES Describe the statistical design of the Personalized Immunomodulation in Sepsis-induced Multiple Organ Dysfunction Syndrome (MODS) (PRECISE) study. DESIGN Children with sepsis-induced MODS undergo real-time immune testing followed by assignment to an immunophenotype-specific study cohort. Interventional cohorts include the granulocyte macrophage-colony stimulating factor (GM-CSF) for the Reversal of Immunoparalysis in Pediatric Sepsis-induced MODS (GRACE)-2 trial, which uses the drug GM-CSF (or placebo) to reverse immunoparalysis; and the Targeted Reversal of Inflammation in Pediatric Sepsis-induced MODS (TRIPS) trial, which uses the drug anakinra (or placebo) to reverse systemic inflammation. Both trials have adaptive components and use a statistical framework in which frequent data monitoring assesses futility and efficacy, allowing potentially earlier stopping than traditional approaches. Prespecified simulation-based stopping boundaries are customized to each trial to preserve an overall one-sided type I error rate. The TRIPS trial also uses response-adaptive randomization, updating randomization allocation proportions to favor active arms that appear more efficacious based on accumulating data. SETTING Twenty-four U.S. academic PICUs. PATIENTS Septic children with specific immunologic derangements during ongoing dysfunction of at least two organs. INTERVENTIONS The GRACE-2 trial compares GM-CSF and placebo in children with immunoparalysis. The TRIPS trial compares four different doses of anakinra to placebo in children with moderate to severe systemic inflammation. MEASUREMENTS AND MAIN RESULTS Both trials assess primary efficacy using the sum of the daily pediatric logistic organ dysfunction-2 score over 28 days. Ranked summed scores, with mortality assigned the worst possible value, are compared between arms using the Wilcoxon Rank Sum test (GRACE-2) and a dose-response curve (TRIPS). We present simulation-based operating characteristics under several scenarios to demonstrate the behavior of the adaptive design. CONCLUSIONS The adaptive design incorporates innovative statistical features that allow for multiple active arms to be compared with placebo based on a child's personal immunophenotype. The design increases power and provides optimal operating characteristics compared with traditional conservative methods.
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Affiliation(s)
- John M VanBuren
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Mark Hall
- Department of Pediatrics, Division of Critical Care Medicine, Nationwide Children's Hospital, Columbus, OH
| | - Athena F Zuppa
- Department of Anesthesia and Critical Care, Division of Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Peter M Mourani
- Department of Pediatrics, Division of Critical Care Medicine, University of Arkansas for Medical Sciences and Arkansas Children's Research Institute, Little Rock, AR
| | - Joseph Carcillo
- Department of Critical Care Medicine and Pediatrics, University of Pittsburgh, Children's Hospital of Pittsburgh, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - J Michael Dean
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Kevin Watt
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Richard Holubkov
- Department of Pediatrics, University of Utah, Salt Lake City, UT
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15
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Gardner MM, Hehir DA, Reeder RW, Ahmed T, Bell MJ, Berg RA, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Dean JM, Diddle JW, Federman M, Fernandez R, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Harding ML, Horvat CM, Huard LL, Maa T, Manga A, McQuillen PS, Meert KL, Morgan RW, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Tilford B, Viteri S, Wessel D, Wolfe HA, Yates AR, Zuppa AF, Sutton RM, Topjian AA. Identification of post-cardiac arrest blood pressure thresholds associated with outcomes in children: an ICU-Resuscitation study. Crit Care 2023; 27:388. [PMID: 37805481 PMCID: PMC10559632 DOI: 10.1186/s13054-023-04662-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 09/26/2023] [Indexed: 10/09/2023] Open
Abstract
INTRODUCTION Though early hypotension after pediatric in-hospital cardiac arrest (IHCA) is associated with inferior outcomes, ideal post-arrest blood pressure (BP) targets have not been established. We aimed to leverage prospectively collected BP data to explore the association of post-arrest BP thresholds with outcomes. We hypothesized that post-arrest systolic and diastolic BP thresholds would be higher than the currently recommended post-cardiopulmonary resuscitation BP targets and would be associated with higher rates of survival to hospital discharge. METHODS We performed a secondary analysis of prospectively collected BP data from the first 24 h following return of circulation from index IHCA events enrolled in the ICU-RESUScitation trial (NCT02837497). The lowest documented systolic BP (SBP) and diastolic BP (DBP) were percentile-adjusted for age, height and sex. Receiver operator characteristic curves and cubic spline analyses controlling for illness category and presence of pre-arrest hypotension were generated exploring the association of lowest post-arrest SBP and DBP with survival to hospital discharge and survival to hospital discharge with favorable neurologic outcome (Pediatric Cerebral Performance Category of 1-3 or no change from baseline). Optimal cutoffs for post-arrest BP thresholds were based on analysis of receiver operator characteristic curves and spline curves. Logistic regression models accounting for illness category and pre-arrest hypotension examined the associations of these thresholds with outcomes. RESULTS Among 693 index events with 0-6 h post-arrest BP data, identified thresholds were: SBP > 10th percentile and DBP > 50th percentile for age, sex and height. Fifty-one percent (n = 352) of subjects had lowest SBP above threshold and 50% (n = 346) had lowest DBP above threshold. SBP and DBP above thresholds were each associated with survival to hospital discharge (SBP: aRR 1.21 [95% CI 1.10, 1.33]; DBP: aRR 1.23 [1.12, 1.34]) and survival to hospital discharge with favorable neurologic outcome (SBP: aRR 1.22 [1.10, 1.35]; DBP: aRR 1.27 [1.15, 1.40]) (all p < 0.001). CONCLUSIONS Following pediatric IHCA, subjects had higher rates of survival to hospital discharge and survival to hospital discharge with favorable neurologic outcome when BP targets above a threshold of SBP > 10th percentile for age and DBP > 50th percentile for age during the first 6 h post-arrest.
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Affiliation(s)
- Monique M Gardner
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA.
| | - David A Hehir
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - Ron W Reeder
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Tageldin Ahmed
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI, USA
| | - Michael J Bell
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Robert A Berg
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - Robert Bishop
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Matthew Bochkoris
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Candice Burns
- Department of Pediatrics and Human Development, Michigan State University, Grand Rapids, MI, USA
| | - Joseph A Carcillo
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Todd C Carpenter
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - J Michael Dean
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - J Wesley Diddle
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - Myke Federman
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Richard Fernandez
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Ericka L Fink
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Deborah Franzon
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, San Francisco, CA, USA
| | - Aisha H Frazier
- Nemours Cardiac Center, Nemours Children's Health and Thomas Jefferson University, Wilmington, DE, USA
| | - Stuart H Friess
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Kathryn Graham
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - Mark Hall
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Monica L Harding
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Christopher M Horvat
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Leanna L Huard
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Tensing Maa
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Arushi Manga
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Patrick S McQuillen
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, San Francisco, CA, USA
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI, USA
| | - Ryan W Morgan
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - Peter M Mourani
- Department of Pediatrics, University of Arkansas for Medical Sciences and Arkansas Children's Hospital, Little Rock, AR, USA
| | - Vinay M Nadkarni
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - Maryam Y Naim
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - Daniel Notterman
- Department of Molecular Biology, Princeton University, Princeton, NJ, USA
| | - Murray M Pollack
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Anil Sapru
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Carleen Schneiter
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Matthew P Sharron
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Neeraj Srivastava
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Bradley Tilford
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI, USA
| | - Shirley Viteri
- Department of Pediatrics, Nemours Children's Health and Thomas Jefferson University, Wilmington, DE, USA
| | - David Wessel
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Heather A Wolfe
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - Andrew R Yates
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Athena F Zuppa
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - Robert M Sutton
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - Alexis A Topjian
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
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16
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Stenson EK, Banks RK, Reeder RW, Maddux AB, Zimmerman J, Meert KL, Mourani PM. Fluid Balance and Its Association With Mortality and Health-Related Quality of Life: A Nonprespecified Secondary Analysis of the Life After Pediatric Sepsis Evaluation. Pediatr Crit Care Med 2023; 24:829-839. [PMID: 37260317 PMCID: PMC10689573 DOI: 10.1097/pcc.0000000000003294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
OBJECTIVES To evaluate the association between fluid balance (FB) and health-related quality of life (HRQL) among children at 1 month following community-acquired septic shock. DESIGN Nonprespecified secondary analysis of the Life After Pediatric Sepsis Evaluation. FB was defined as 100 × [(cumulative PICU fluid input - cumulative PICU fluid output)/PICU admission weight]. Three subgroups were identified: low FB (< 5%), medium FB (5%-15%), and high FB (> 15%) based on cumulative FB on days 0-3 of ICU stay. HRQL was measured at ICU admission and 1 month after using Pediatric Quality of Life Inventory 4.0 Generic Core or Infant Scales or the Stein-Jessop Functional Status Scale. The primary outcome was a composite of mortality or greater than 25% decline in HRQL 1 month after admission compared with baseline. SETTING Twelve academic PICUs in the United States. PATIENTS Critically ill children between 1 month and 18 years, with community-acquired septic shock who survived to at least day 4. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Two hundred ninety-three patients were included of whom 66 (23%) had low FB, 127 (43%) had medium FB, and 100 (34%) had high FB. There was no difference in Pediatric Risk of Mortality Score 3 (median 11 [6, 17]), age (median 5 [1, 12]), or gender (47% female) between FB groups. After adjusting for potential confounders and comparing with medium FB, higher odds of mortality or greater than 25% HRQL decline were seen in both the low FB (odds ratio [OR] 2.79 [1.20, 6.57]) and the high FB (OR 2.16 [1.06, 4.47]), p = 0.027. Compared with medium FB, low FB (OR 4.3 [1.62, 11.84]) and high FB (OR 3.29 [1.42, 8.00]) had higher odds of greater than 25% HRQL decline. CONCLUSIONS Over half of the children who survived septic shock had low or high FB, which was associated with a significant decline in HRQL scores. Prospective studies are needed to determine if optimization of FB can improve HRQL outcomes.
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Affiliation(s)
- Erin K. Stenson
- Section of Pediatric Critical Care Medicine, Department of Pediatrics, Children’s Hospital of Colorado, Aurora, CO
| | - Russell K Banks
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Ron W. Reeder
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Aline B. Maddux
- Section of Pediatric Critical Care Medicine, Department of Pediatrics, Children’s Hospital of Colorado, Aurora, CO
| | - Jerry Zimmerman
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Seattle Children’s Hospital, Seattle Children’s Research Institute, University of Washington School of Medicine, Seattle, WA
| | - Kathleen L. Meert
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Children’s Hospital of Michigan, Central Michigan University, Detroit, MI
| | - Peter M. Mourani
- Section of Critical Care Medicine, Department of Pediatrics, University of Arkansas for Medical Sciences and Arkansas Children’s Hospital, Little Rock, AR
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17
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Cashen K, Sutton RM, Reeder RW, Ahmed T, Bell MJ, Berg RA, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Wesley Diddle J, Federman M, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Horvat CM, Huard LL, Maa T, Manga A, McQuillen PS, Morgan RW, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Palmer CA, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Viteri S, Wolfe HA, Yates AR, Zuppa AF, Meert KL. Association of CPR simulation program characteristics with simulated and actual performance during paediatric in-hospital cardiac arrest. Resuscitation 2023; 191:109939. [PMID: 37625580 PMCID: PMC10528057 DOI: 10.1016/j.resuscitation.2023.109939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 08/10/2023] [Accepted: 08/14/2023] [Indexed: 08/27/2023]
Abstract
AIM To evaluate associations between characteristics of simulated point-of-care cardiopulmonary resuscitation (CPR) training with simulated and actual intensive care unit (ICU) CPR performance, and with outcomes of children after in-hospital cardiac arrest. METHODS This is a pre-specified secondary analysis of the ICU-RESUScitation Project; a prospective, multicentre cluster randomized interventional trial conducted in 18 ICUs from October 2016-March 2021. Point-of-care bedside simulations with real-time feedback to allow multidisciplinary ICU staff to practice CPR on a portable manikin were performed and quality metrics (rate, depth, release velocity, chest compression fraction) were recorded. Actual CPR performance was recorded for children 37 weeks post-conceptual age to 18 years who received chest compressions of any duration, and included intra-arrest haemodynamics and CPR mechanics. Outcomes included survival to hospital discharge with favourable neurologic status. RESULTS Overall, 18,912 point-of-care simulations were included. Simulation characteristics associated with both simulation and actual performance included site, participant discipline, and timing of simulation training. Simulation characteristics were not associated with survival with favourable neurologic outcome. However, participants in the top 3 sites for improvement in survival with favourable neurologic outcome were more likely to have participated in a simulation in the past month, on a weekday day, to be nurses, and to achieve targeted depth of compression and chest compression fraction goals during simulations than the bottom 3 sites. CONCLUSIONS Point-of-care simulation characteristics were associated with both simulated and actual CPR performance. More recent simulation, increased nursing participation, and simulation training during daytime hours may improve CPR performance.
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Affiliation(s)
- Katherine Cashen
- Department of Pediatrics, Duke Children's Hospital, Duke University, 2301 Erwin Road, Durham, NC 27710, USA
| | - Robert M Sutton
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Ron W Reeder
- Department of Pediatrics, University of Utah, 295 Chipeta Way, P.O. Box 581289, Salt Lake City, UT 84158, USA
| | - Tageldin Ahmed
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, 3901 Beaubien Blvd, Detroit, MI 48201, USA
| | - Michael J Bell
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, 111 Michigan Ave, NW, Washington, DC 20010, USA
| | - Robert A Berg
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Robert Bishop
- Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, 13121 East 17th Ave, Aurora, CO 80045, USA
| | - Matthew Bochkoris
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, One Children's Hospital Drive, 4401 Penn Ave, Pittsburgh, PA 15224, USA
| | - Candice Burns
- Department of Pediatrics and Human Development, Michigan State University, 100 Michigan St, NE, Grand Rapids, MI 49503, USA
| | - Joseph A Carcillo
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, One Children's Hospital Drive, 4401 Penn Ave, Pittsburgh, PA 15224, USA
| | - Todd C Carpenter
- Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, 13121 East 17th Ave, Aurora, CO 80045, USA
| | - J Wesley Diddle
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, 111 Michigan Ave, NW, Washington, DC 20010, USA
| | - Myke Federman
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095, USA
| | - Ericka L Fink
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, One Children's Hospital Drive, 4401 Penn Ave, Pittsburgh, PA 15224, USA
| | - Deborah Franzon
- Department of Pediatrics, Benioff Children's Hospital, University of California-San Francisco, 1845 Fourth Street, San Francisco, CA 94158, USA
| | - Aisha H Frazier
- Nemours/Alfred I. duPont Hospital for Children, 1600 Rockland Rd, Wilmington, DE 19803, USA; Department of Pediatrics, Sidney Kimmel Medical College, Thomas Jefferson University, 1025 Walnut Street, Philadelphia, PA 19107, USA
| | - Stuart H Friess
- Department of Pediatrics, St. Louis Children's Hospital, Washington University School of Medicine, One Children's Place, St. Louis, MO 63110, USA
| | - Kathryn Graham
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Mark Hall
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH 43205, USA
| | - David A Hehir
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Christopher M Horvat
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, One Children's Hospital Drive, 4401 Penn Ave, Pittsburgh, PA 15224, USA
| | - Leanna L Huard
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095, USA
| | - Tensing Maa
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH 43205, USA
| | - Arushi Manga
- Department of Pediatrics, St. Louis Children's Hospital, Washington University School of Medicine, One Children's Place, St. Louis, MO 63110, USA
| | - Patrick S McQuillen
- Department of Pediatrics, Benioff Children's Hospital, University of California-San Francisco, 1845 Fourth Street, San Francisco, CA 94158, USA
| | - Ryan W Morgan
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Peter M Mourani
- Department of Pediatrics, Arkansas Children's Hospital, University of Arkansas for Medical Sciences, 1 Children's Way, Little Rock, AR 72202, USA
| | - Vinay M Nadkarni
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Maryam Y Naim
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Daniel Notterman
- Department of Molecular Biology, Princeton University, 119 Lewis Thomas Laboratory, Washington Road, Princeton, NJ 08544, USA
| | - Chella A Palmer
- Department of Pediatrics, University of Utah, 295 Chipeta Way, P.O. Box 581289, Salt Lake City, UT 84158, USA
| | - Murray M Pollack
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, 111 Michigan Ave, NW, Washington, DC 20010, USA
| | - Anil Sapru
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095, USA
| | - Carleen Schneiter
- Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, 13121 East 17th Ave, Aurora, CO 80045, USA
| | - Matthew P Sharron
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, 111 Michigan Ave, NW, Washington, DC 20010, USA
| | - Neeraj Srivastava
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095, USA
| | - Shirley Viteri
- Nemours/Alfred I. duPont Hospital for Children, 1600 Rockland Rd, Wilmington, DE 19803, USA; Department of Pediatrics, Sidney Kimmel Medical College, Thomas Jefferson University, 1025 Walnut Street, Philadelphia, PA 19107, USA
| | - Heather A Wolfe
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Andrew R Yates
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH 43205, USA
| | - Athena F Zuppa
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, 3901 Beaubien Blvd, Detroit, MI 48201, USA.
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18
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Chu VT, Tsitsiklis A, Mick E, Ambroggio L, Kalantar KL, Glascock A, Osborne CM, Wagner BD, Matthay MA, DeRisi JL, Calfee CS, Mourani PM, Langelier CR. The antibiotic resistance reservoir of the lung microbiome expands with age. Res Sq 2023:rs.3.rs-3283415. [PMID: 37790384 PMCID: PMC10543260 DOI: 10.21203/rs.3.rs-3283415/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
Antimicrobial resistant lower respiratory tract infections (LRTI) are an increasing public health threat, and an important cause of global mortality. The lung microbiome influences LRTI susceptibility and represents an important reservoir for exchange of antimicrobial resistance genes (ARGs). Studies of the gut microbiome have found an association between age and increasing antimicrobial resistance gene (ARG) burden, however corollary studies in the lung microbiome remain absent, despite the respiratory tract representing one of the most clinically significant sites for drug resistant infections. We performed a prospective, multicenter observational study of 261 children and 88 adults with acute respiratory failure, ranging in age from 31 days to ≥ 89 years, admitted to intensive care units in the United States. We performed RNA sequencing on tracheal aspirates collected within 72 hours of intubation, and evaluated age-related differences in detectable ARG expression in the lung microbiome as a primary outcome. Secondary outcomes included number and classes of ARGs detected, proportion of patients with an ARG class, and composition of the lung microbiome. Multivariable logistic regression models (adults vs children) or continuous age (years) were adjusted for sex, race/ethnicity, LRTI status, and days from intubation to specimen collection. Detection of ARGs was significantly higher in adults compared with children after adjusting for sex, race/ethnicity, LRTI diagnosis, and days from intubation to specimen collection (adjusted odds ratio (aOR): 2.16, 95% confidence interval (CI): 1.10-4.22). A greater proportion of adults compared with children had beta-lactam ARGs (31% (CI: 21-41%) vs 13% (CI: 10-18%)), aminoglycoside ARGs (20% (CI: 13-30%) vs 2% (CI: 0.6-4%)), and tetracycline ARGs (14% (CI: 7-23%) vs 3% (CI: 1-5%)). Adults ≥70 years old had the highest proportion of these three ARG classes. The total bacterial abundance of the lung microbiome increased with age, and microbiome alpha diversity varied with age. Taxonomic composition of the lung microbiome, measured by Bray Curtis dissimilarity index, differed between adults and children (p = 0.003). The association between age and increased ARG detection remained significant after additionally including lung microbiome total bacterial abundance and alpha diversity in the multivariable logistic regression model (aOR: 2.38, (CI: 1.25-4.54)). Furthermore, this association remained robust when modeling age as a continuous variable (aOR: 1.02, (CI: 1.01-1.03) per year of age). Taken together, our results demonstrate that age is an independent risk factor for ARG detection in the lower respiratory tract microbiome. These data shape our understanding of the lung resistome in critically ill patients across the lifespan, which may have implications for clinical management and global public health.
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Affiliation(s)
- Victoria T. Chu
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Alexandra Tsitsiklis
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Eran Mick
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Division of Pulmonary and Critical Care Medicine, Cardiovascular Research Institute, University of California, San Francisco, CA, USA
| | - Lilliam Ambroggio
- Department of Pediatrics, University of Colorado and Children’s Hospital Colorado, Aurora, CO, USA
| | | | | | - Christina M. Osborne
- Department of Pediatrics, University of Colorado and Children’s Hospital Colorado, Aurora, CO, USA
| | - Brandie D. Wagner
- Department of Pediatrics, University of Colorado and Children’s Hospital Colorado, Aurora, CO, USA
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Michael A. Matthay
- Division of Pulmonary and Critical Care Medicine, Cardiovascular Research Institute, University of California, San Francisco, CA, USA
| | - Joseph L. DeRisi
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | - Carolyn S. Calfee
- Division of Pulmonary and Critical Care Medicine, Cardiovascular Research Institute, University of California, San Francisco, CA, USA
| | - Peter M. Mourani
- Arkansas Children’s Research Institute, Arkansas Children’s Hospital, Little Rock, AR, USA
| | - Charles R. Langelier
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
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19
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Morgan RW, Reeder RW, Ahmed T, Bell MJ, Berger JT, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Dean JM, Diddle JW, Federman M, Fernandez R, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Himebauch AS, Horvat CM, Huard LL, Maa T, Manga A, McQuillen PS, Meert KL, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Page K, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Tabbutt S, Tilford B, Viteri S, Wessel D, Wolfe HA, Yates AR, Zuppa AF, Berg RA, Sutton RM. Outcomes and characteristics of cardiac arrest in children with pulmonary hypertension: A secondary analysis of the ICU-RESUS clinical trial. Resuscitation 2023; 190:109897. [PMID: 37406760 PMCID: PMC10530491 DOI: 10.1016/j.resuscitation.2023.109897] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 06/09/2023] [Accepted: 06/27/2023] [Indexed: 07/07/2023]
Abstract
BACKGROUND Previous studies have identified pulmonary hypertension (PH) as a relatively common diagnosis in children with in-hospital cardiac arrest (IHCA), and preclinical laboratory studies have found poor outcomes and low systemic blood pressures during CPR for PH-associated cardiac arrest. The objective of this study was to determine the prevalence of PH among children with IHCA and the association between PH diagnosis and intra-arrest physiology and survival outcomes. METHODS This was a prospectively designed secondary analysis of patients enrolled in the ICU-RESUS clinical trial (NCT02837497). The primary exposure was a pre-arrest diagnosis of PH. The primary survival outcome was survival to hospital discharge with favorable neurologic outcome (Pediatric Cerebral Performance Category score 1-3 or unchanged from baseline). The primary physiologic outcome was event-level average diastolic blood pressure (DBP) during CPR. RESULTS Of 1276 patients with IHCAs during the study period, 1129 index IHCAs were enrolled; 184 (16.3%) had PH and 101/184 (54.9%) were receiving inhaled nitric oxide at the time of IHCA. Survival with favorable neurologic outcome was similar between patients with and without PH on univariate (48.9% vs. 54.4%; p = 0.17) and multivariate analyses (aOR 0.82 [95%CI: 0.56, 1.20]; p = 0.32). There were no significant differences in CPR event outcome or survival to hospital discharge. Average DBP, systolic BP, and end-tidal carbon dioxide during CPR were similar between groups. CONCLUSIONS In this prospective study of pediatric IHCA, pre-existing PH was present in 16% of children. Pre-arrest PH diagnosis was not associated with statistically significant differences in survival outcomes or intra-arrest physiologic measures.
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Affiliation(s)
- Ryan W Morgan
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA.
| | - Ron W Reeder
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Tageldin Ahmed
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI, USA
| | - Michael J Bell
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - John T Berger
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Robert Bishop
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Matthew Bochkoris
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Candice Burns
- Department of Pediatrics and Human Development, Michigan State University, Grand Rapids, MI, USA
| | - Joseph A Carcillo
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Todd C Carpenter
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - J Michael Dean
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - J Wesley Diddle
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Myke Federman
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Richard Fernandez
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Ericka L Fink
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Deborah Franzon
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, San Francisco, CA, USA
| | - Aisha H Frazier
- Nemours Cardiac Center, Nemours Children's Health, Delaware and Thomas Jefferson University, Wilmington, DE, USA; Department of Pediatrics, Nemours Children's Health, Delaware and Thomas Jefferson University, Wilmington, DE, USA
| | - Stuart H Friess
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Kathryn Graham
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Mark Hall
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - David A Hehir
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Adam S Himebauch
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Christopher M Horvat
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Leanna L Huard
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Tensing Maa
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Arushi Manga
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Patrick S McQuillen
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, San Francisco, CA, USA
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI, USA
| | - Peter M Mourani
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA; Department of Pediatrics, University of Arkansas for Medical Sciences and Arkansas Children's Hospital, Little Rock, AR, USA
| | - Vinay M Nadkarni
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Maryam Y Naim
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Daniel Notterman
- Department of Molecular Biology, Princeton University, Princeton, NJ, USA
| | - Kent Page
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Murray M Pollack
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Anil Sapru
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Carleen Schneiter
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Matthew P Sharron
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Neeraj Srivastava
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA, USA
| | - Sarah Tabbutt
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, San Francisco, CA, USA
| | - Bradley Tilford
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI, USA
| | - Shirley Viteri
- Department of Pediatrics, Nemours Children's Health, Delaware and Thomas Jefferson University, Wilmington, DE, USA
| | - David Wessel
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC, USA
| | - Heather A Wolfe
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Andrew R Yates
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Athena F Zuppa
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert A Berg
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert M Sutton
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
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20
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Leroue MK, Williamson KM, Curtin PC, Sontag MK, Wagner BD, Ambroggio L, Bixby M, Busgang SA, Murphy SE, Peterson LA, Vevang KR, Sipe CJ, Kirk Harris J, Reeder RW, Locandro C, Carpenter TC, Maddux AB, Simões EAF, Osborne CM, Robertson CE, Langelier C, Carcillo JA, Meert KL, Pollack MM, McQuillen PS, Mourani PM. Tobacco smoke exposure, the lower airways microbiome and outcomes of ventilated children. Pediatr Res 2023; 94:660-667. [PMID: 36750739 PMCID: PMC9903281 DOI: 10.1038/s41390-023-02502-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 12/18/2022] [Accepted: 01/16/2023] [Indexed: 02/09/2023]
Abstract
BACKGROUND Tobacco smoke exposure increases the risk and severity of lower respiratory tract infections in children, yet the mechanisms remain unclear. We hypothesized that tobacco smoke exposure would modify the lower airway microbiome. METHODS Secondary analysis of a multicenter cohort of 362 children between ages 31 days and 18 years mechanically ventilated for >72 h. Tracheal aspirates from 298 patients, collected within 24 h of intubation, were evaluated via 16 S ribosomal RNA sequencing. Smoke exposure was determined by creatinine corrected urine cotinine levels ≥30 µg/g. RESULTS Patients had a median age of 16 (IQR 568) months. The most common admission diagnosis was lower respiratory tract infection (53%). Seventy-four (20%) patients were smoke exposed and exhibited decreased richness and Shannon diversity. Smoke exposed children had higher relative abundances of Serratia spp., Moraxella spp., Haemophilus spp., and Staphylococcus aureus. Differences were most notable in patients with bacterial and viral respiratory infections. There were no differences in development of acute respiratory distress syndrome, days of mechanical ventilation, ventilator free days at 28 days, length of stay, or mortality. CONCLUSION Among critically ill children requiring prolonged mechanical ventilation, tobacco smoke exposure is associated with decreased richness and Shannon diversity and change in microbial communities. IMPACT Tobacco smoke exposure is associated with changes in the lower airways microbiome but is not associated with clinical outcomes among critically ill pediatric patients requiring prolonged mechanical ventilation. This study is among the first to evaluate the impact of tobacco smoke exposure on the lower airway microbiome in children. This research helps elucidate the relationship between tobacco smoke exposure and the lower airway microbiome and may provide a possible mechanism by which tobacco smoke exposure increases the risk for poor outcomes in children.
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Affiliation(s)
- Matthew K Leroue
- Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA.
| | - Kayla M Williamson
- Biostatistics and Informatics, University of Colorado, Colorado School of Public Health, Aurora, CO, USA
| | - Paul C Curtin
- CHEAR Data Center, Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Marci K Sontag
- Epidemiology, University of Colorado, Colorado School of Public Health, Aurora, CO, USA
| | - Brandie D Wagner
- Biostatistics and Informatics, University of Colorado, Colorado School of Public Health, Aurora, CO, USA
| | - Lilliam Ambroggio
- Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Moira Bixby
- CHEAR Data Center, Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Stefanie A Busgang
- CHEAR Data Center, Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sharon E Murphy
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Lisa A Peterson
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Karin R Vevang
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | | | - J Kirk Harris
- Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Ron W Reeder
- Pediatrics, University of Utah, Salt Lake City, UT, USA
| | | | - Todd C Carpenter
- Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Aline B Maddux
- Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Eric A F Simões
- Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
- Epidemiology, University of Colorado, Colorado School of Public Health, Aurora, CO, USA
| | - Christina M Osborne
- Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Charles E Robertson
- Medicine, Division of Infectious Diseases, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Charles Langelier
- Medicine, Division of Infectious Diseases, University of California San Francisco, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | | | - Kathleen L Meert
- Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI, USA
| | | | | | - Peter M Mourani
- Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
- Pediatrics, University of Arkansas for Medical Sciences and Arkansas Children's Research Institute, Little Rock, AR, USA
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21
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Novak T, Crawford JC, Hahn G, Hall MW, Thair SA, Newhams MM, Chou J, Mourani PM, Tarquinio KM, Markovitz B, Loftis LL, Weiss SL, Higgerson R, Schwarz AJ, Pinto NP, Thomas NJ, Gedeit RG, Sanders RC, Mahapatra S, Coates BM, Cvijanovich NZ, Ackerman KG, Tellez DW, McQuillen P, Kurachek SC, Shein SL, Lange C, Thomas PG, Randolph AG. Transcriptomic profiles of multiple organ dysfunction syndrome phenotypes in pediatric critical influenza. Front Immunol 2023; 14:1220028. [PMID: 37533854 PMCID: PMC10390830 DOI: 10.3389/fimmu.2023.1220028] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 06/19/2023] [Indexed: 08/04/2023] Open
Abstract
Background Influenza virus is responsible for a large global burden of disease, especially in children. Multiple Organ Dysfunction Syndrome (MODS) is a life-threatening and fatal complication of severe influenza infection. Methods We measured RNA expression of 469 biologically plausible candidate genes in children admitted to North American pediatric intensive care units with severe influenza virus infection with and without MODS. Whole blood samples from 191 influenza-infected children (median age 6.4 years, IQR: 2.2, 11) were collected a median of 27 hours following admission; for 45 children a second blood sample was collected approximately seven days later. Extracted RNA was hybridized to NanoString mRNA probes, counts normalized, and analyzed using linear models controlling for age and bacterial co-infections (FDR q<0.05). Results Comparing pediatric samples collected near admission, children with Prolonged MODS for ≥7 days (n=38; 9 deaths) had significant upregulation of nine mRNA transcripts associated with neutrophil degranulation (RETN, TCN1, OLFM4, MMP8, LCN2, BPI, LTF, S100A12, GUSB) compared to those who recovered more rapidly from MODS (n=27). These neutrophil transcripts present in early samples predicted Prolonged MODS or death when compared to patients who recovered, however in paired longitudinal samples, they were not differentially expressed over time. Instead, five genes involved in protein metabolism and/or adaptive immunity signaling pathways (RPL3, MRPL3, HLA-DMB, EEF1G, CD8A) were associated with MODS recovery within a week. Conclusion Thus, early increased expression of neutrophil degranulation genes indicated worse clinical outcomes in children with influenza infection, consistent with reports in adult cohorts with influenza, sepsis, and acute respiratory distress syndrome.
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Affiliation(s)
- Tanya Novak
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, MA, United States
- Department of Anaesthesia, Harvard Medical School, Boston, MA, United States
- National Institute of Allergy and Infectious Diseases (NIAID), Centers of Excellence for Influenza Research and Response (CEIRR), Center for Influenza Disease and Emergence Response (CIDER), Athens, GA, United States
| | - Jeremy Chase Crawford
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, MA, United States
- National Institute of Allergy and Infectious Diseases (NIAID), Centers of Excellence for Influenza Research and Response (CEIRR), St. Jude Children's Research Hospital, Memphis, TN, United States
- Department of Immunology, St Jude Children’s Research Hospital, Memphis, TN, United States
| | - Georg Hahn
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, United States
| | - Mark W. Hall
- Division of Critical Care Medicine, Department of Pediatrics, Nationwide Children’s Hospital, Columbus, OH, United States
| | - Simone A. Thair
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, MA, United States
- Division of Biomedical Informatics Research, Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Margaret M. Newhams
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, MA, United States
- National Institute of Allergy and Infectious Diseases (NIAID), Centers of Excellence for Influenza Research and Response (CEIRR), Center for Influenza Disease and Emergence Response (CIDER), Athens, GA, United States
| | - Janet Chou
- Division of Immunology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- Department of Pediatrics, Harvard Medical School, Boston, MA, United States
| | - Peter M. Mourani
- Department of Pediatrics, Section of Critical Care Medicine, University of Arkansas for Medical Sciences and Arkansas Children’s Research Institute, Little Rock, AR, United States
| | - Keiko M. Tarquinio
- Division of Critical Care Medicine, Department of Pediatrics, Emory University School of Medicine, Children’s Healthcare of Atlanta, Atlanta, GA, United States
| | - Barry Markovitz
- Department of Anesthesiology Critical Care Medicine, Children’s Hospital Los Angeles, Los Angeles, CA, United States
| | - Laura L. Loftis
- Division of Critical Care Medicine, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | - Scott L. Weiss
- Nemours Children’s Hospital Delaware, Critical Care Medicine, Wilmington, DE, United States
| | - Renee Higgerson
- Pediatric Critical Care Medicine, St. David’s Children’s Hospital, Austin, TX, United States
| | - Adam J. Schwarz
- Department of Pediatrics, Children’s Hospital of Orange County, Orange, CA, United States
| | - Neethi P. Pinto
- Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, Philadelphia, PA, United States
| | - Neal J. Thomas
- Department of Pediatrics, Penn State Health Children’s Hospital, Penn State University College of Medicine, Hershey, PA, United States
| | - Rainer G. Gedeit
- Pediatric Critical Care, Milwaukee Hospital-Children’s Wisconsin, Milwaukee, WI, United States
| | - Ronald C. Sanders
- Section of Pediatric Critical Care, Department of Pediatrics, University of Arkansas for Medical Sciences and Arkansas Children’s Research Institute, Little Rock, AR, United States
| | - Sidharth Mahapatra
- Pediatric Critical Care Medicine, Children’s Hospital & Medical Center Omaha, University of Nebraska Medical Center, Omaha, NE, United States
| | - Bria M. Coates
- Division of Critical Care Medicine, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, United States
| | - Natalie Z. Cvijanovich
- Division of Critical Care Medicine, UCSF Benioff Children’s Hospital, Oakland, CA, United States
| | - Kate G. Ackerman
- Department of Pediatrics, University of Rochester/UR Medicine Golisano Children’s Hospital, Rochester, NY, United States
| | - David W. Tellez
- Pediatric Critical Care Medicine, Phoenix Children’s Hospital, Phoenix, AZ, United States
| | - Patrick McQuillen
- Department of Pediatrics, Benioff Children’s Hospital, University of California, San Francisco, San Francisco, CA, United States
| | - Stephen C. Kurachek
- Department of Critical Care, Children’s Specialty Center, Children’s Minnesota, Minneapolis, MN, United States
| | - Steven L. Shein
- Division of Pediatric Critical Care Medicine, University Hospitals Rainbow Babies and Children’s Hospital, Cleveland, OH, United States
| | - Christoph Lange
- Department of Biostatistics, T.H. Chan School of Public Health, Harvard University, Boston, MA, United States
| | - Paul G. Thomas
- National Institute of Allergy and Infectious Diseases (NIAID), Centers of Excellence for Influenza Research and Response (CEIRR), St. Jude Children's Research Hospital, Memphis, TN, United States
- Department of Immunology, St Jude Children’s Research Hospital, Memphis, TN, United States
| | - Adrienne G. Randolph
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, MA, United States
- Department of Anaesthesia, Harvard Medical School, Boston, MA, United States
- National Institute of Allergy and Infectious Diseases (NIAID), Centers of Excellence for Influenza Research and Response (CEIRR), Center for Influenza Disease and Emergence Response (CIDER), Athens, GA, United States
- Department of Pediatrics, Harvard Medical School, Boston, MA, United States
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22
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Mick E, Tsitsiklis A, Kamm J, Kalantar KL, Caldera S, Lyden A, Tan M, Detweiler AM, Neff N, Osborne CM, Williamson KM, Soesanto V, Leroue M, Maddux AB, Simões EA, Carpenter TC, Wagner BD, DeRisi JL, Ambroggio L, Mourani PM, Langelier CR. Integrated host/microbe metagenomics enables accurate lower respiratory tract infection diagnosis in critically ill children. J Clin Invest 2023; 133:e165904. [PMID: 37009900 PMCID: PMC10065066 DOI: 10.1172/jci165904] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 02/02/2023] [Indexed: 04/04/2023] Open
Abstract
BACKGROUNDLower respiratory tract infection (LRTI) is a leading cause of death in children worldwide. LRTI diagnosis is challenging because noninfectious respiratory illnesses appear clinically similar and because existing microbiologic tests are often falsely negative or detect incidentally carried microbes, resulting in antimicrobial overuse and adverse outcomes. Lower airway metagenomics has the potential to detect host and microbial signatures of LRTI. Whether it can be applied at scale and in a pediatric population to enable improved diagnosis and treatment remains unclear.METHODSWe used tracheal aspirate RNA-Seq to profile host gene expression and respiratory microbiota in 261 children with acute respiratory failure. We developed a gene expression classifier for LRTI by training on patients with an established diagnosis of LRTI (n = 117) or of noninfectious respiratory failure (n = 50). We then developed a classifier that integrates the host LRTI probability, abundance of respiratory viruses, and dominance in the lung microbiome of bacteria/fungi considered pathogenic by a rules-based algorithm.RESULTSThe host classifier achieved a median AUC of 0.967 by cross-validation, driven by activation markers of T cells, alveolar macrophages, and the interferon response. The integrated classifier achieved a median AUC of 0.986 and increased the confidence of patient classifications. When applied to patients with an uncertain diagnosis (n = 94), the integrated classifier indicated LRTI in 52% of cases and nominated likely causal pathogens in 98% of those.CONCLUSIONLower airway metagenomics enables accurate LRTI diagnosis and pathogen identification in a heterogeneous cohort of critically ill children through integration of host, pathogen, and microbiome features.FUNDINGSupport for this study was provided by the Eunice Kennedy Shriver National Institute of Child Health and Human Development and the National Heart, Lung, and Blood Institute (UG1HD083171, 1R01HL124103, UG1HD049983, UG01HD049934, UG1HD083170, UG1HD050096, UG1HD63108, UG1HD083116, UG1HD083166, UG1HD049981, K23HL138461, and 5R01HL155418) as well as by the Chan Zuckerberg Biohub.
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Affiliation(s)
- Eran Mick
- Chan Zuckerberg Biohub, San Francisco, California, USA
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, Department of Medicine, and
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Alexandra Tsitsiklis
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Jack Kamm
- Chan Zuckerberg Biohub, San Francisco, California, USA
| | | | - Saharai Caldera
- Chan Zuckerberg Biohub, San Francisco, California, USA
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Amy Lyden
- Chan Zuckerberg Biohub, San Francisco, California, USA
| | - Michelle Tan
- Chan Zuckerberg Biohub, San Francisco, California, USA
| | | | - Norma Neff
- Chan Zuckerberg Biohub, San Francisco, California, USA
| | - Christina M. Osborne
- Department of Pediatrics, University of Colorado and Children’s Hospital Colorado, Aurora, Colorado, USA
| | - Kayla M. Williamson
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, Colorado, USA
| | - Victoria Soesanto
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, Colorado, USA
| | - Matthew Leroue
- Department of Pediatrics, University of Colorado and Children’s Hospital Colorado, Aurora, Colorado, USA
| | - Aline B. Maddux
- Department of Pediatrics, University of Colorado and Children’s Hospital Colorado, Aurora, Colorado, USA
| | - Eric A.F. Simões
- Department of Pediatrics, University of Colorado and Children’s Hospital Colorado, Aurora, Colorado, USA
| | - Todd C. Carpenter
- Department of Pediatrics, University of Colorado and Children’s Hospital Colorado, Aurora, Colorado, USA
| | - Brandie D. Wagner
- Department of Pediatrics, University of Colorado and Children’s Hospital Colorado, Aurora, Colorado, USA
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, Colorado, USA
| | - Joseph L. DeRisi
- Chan Zuckerberg Biohub, San Francisco, California, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, California, USA
| | - Lilliam Ambroggio
- Department of Pediatrics, University of Colorado and Children’s Hospital Colorado, Aurora, Colorado, USA
| | - Peter M. Mourani
- Department of Pediatrics, University of Colorado and Children’s Hospital Colorado, Aurora, Colorado, USA
- Department of Pediatrics, University of Arkansas for Medical Sciences and Arkansas Children’s Research Institute, Little Rock, Arkansas, USA
| | - Charles R. Langelier
- Chan Zuckerberg Biohub, San Francisco, California, USA
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, San Francisco, California, USA
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23
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Cashen K, Sutton RM, Reeder RW, Ahmed T, Bell MJ, Berg RA, Burns C, Carcillo JA, Carpenter TC, Michael Dean J, Wesley Diddle J, Federman M, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Horvat CM, Huard LL, KirkpatrickN T, Maa T, Manga A, McQuillen PS, Morgan RW, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Page K, Pollack MM, Qunibi D, Sapru A, Schneiter C, Sharron MP, Srivastava N, Viteri S, Wessel D, Wolfe HA, Yates AR, Zuppa AF, Meert KL. Calcium use during paediatric in-hospital cardiac arrest is associated with worse outcomes. Resuscitation 2023; 185:109673. [PMID: 36565948 PMCID: PMC10065910 DOI: 10.1016/j.resuscitation.2022.109673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 12/12/2022] [Accepted: 12/14/2022] [Indexed: 12/24/2022]
Abstract
AIM To evaluate associations between calcium administration and outcomes among children with in-hospital cardiac arrest and among specific subgroups in which calcium use is hypothesized to provide clinical benefit. METHODS This is a secondary analysis of observational data collected prospectively as part of the ICU-RESUScitation project. Children 37 weeks post-conceptual age to 18 years who received chest compressions in one of 18 intensive care units from October 2016-March 2021 were eligible. Data included child and event characteristics, pre-arrest laboratory values, pre- and intra-arrest haemodynamics, and outcomes. Outcomes included sustained return of spontaneous circulation (ROSC), survival to hospital discharge, and survival to hospital discharge with favourable neurologic outcome. A propensity score weighted cohort was used to evaluate associations between calcium use and outcomes. Subgroups included neonates, and children with hyperkalaemia, sepsis, renal insufficiency, cardiac surgery with cardiopulmonary bypass, and calcium-avid cardiac diagnoses. RESULTS Of 1,100 in-hospital cardiac arrests, median age was 0.63 years (IQR 0.19, 3.81); 450 (41%) received calcium. Among the weighted cohort, calcium use was not associated with sustained ROSC (aOR, 0.87; CI95 0.61-1.24; p = 0.445), but was associated with lower rates of both survival to hospital discharge (aOR, 0.68; CI95 0.52-0.89; p = 0.005) and survival with favourable neurologic outcome at hospital discharge (aOR, 0.75; CI95 0.57-0.98; p = 0.038). Among subgroups, calcium use was associated with lower rates of survival to hospital discharge in children with sepsis and renal insufficiency. CONCLUSIONS Calcium use was common during paediatric in-hospital cardiac arrest and associated with worse outcomes at hospital discharge.
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Affiliation(s)
- Katherine Cashen
- Department of Pediatrics, Duke Children's Hospital, Duke University, 2301 Erwin Road, Durham, NC 27710, USA
| | - Robert M Sutton
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Center Blvd, Philadelphia, PA 19104, USA
| | - Ron W Reeder
- Department of Pediatrics, University of Utah, 295 Chipeta Way, P.O. Box 581289, Salt Lake City, UT 84158, USA
| | - Tageldin Ahmed
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, 3901 Beaubien Blvd, Detroit, MI 48201, USA
| | - Michael J Bell
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, 111 Michigan Ave, NW, Washington, DC 20010, USA
| | - Robert A Berg
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Center Blvd, Philadelphia, PA 19104, USA
| | - Candice Burns
- Department of Pediatrics and Human Development, Michigan State University, 100 Michigan St, NE, Grand Rapids, MI 49503, USA
| | - Joseph A Carcillo
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, One Children's Hospital Drive, 4401 Penn Ave, Pittsburgh, PA 15224, USA
| | - Todd C Carpenter
- Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, 13121 East 17th Ave, Aurora, CO 80045, USA
| | - J Michael Dean
- Department of Pediatrics, University of Utah, 295 Chipeta Way, P.O. Box 581289, Salt Lake City, UT 84158, USA
| | - J Wesley Diddle
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, 111 Michigan Ave, NW, Washington, DC 20010, USA
| | - Myke Federman
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095, USA
| | - Ericka L Fink
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, One Children's Hospital Drive, 4401 Penn Ave, Pittsburgh, PA 15224, USA
| | - Deborah Franzon
- Department of Pediatrics, Benioff Children's Hospital, University of California-San Francisco, 1845 Fourth Street, San Francisco, CA 94158, USA
| | - Aisha H Frazier
- Nemours Children's Hospital, Delaware, 1600 Rockland Rd, Wilmington, DE, 19803, USA; Department of Pediatrics, Sidney Kimmel Medical College, Thomas Jefferson University, 1025 Walnut Street, Philadelphia, PA 19107, USA
| | - Stuart H Friess
- Department of Pediatrics, St. Louis Children's Hospital, Washington University School of Medicine, One Children's Place, St. Louis, MO 63110, USA
| | - Kathryn Graham
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Center Blvd, Philadelphia, PA 19104, USA
| | - Mark Hall
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH 43205, USA
| | - David A Hehir
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Center Blvd, Philadelphia, PA 19104, USA
| | - Christopher M Horvat
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, One Children's Hospital Drive, 4401 Penn Ave, Pittsburgh, PA 15224, USA
| | - Leanna L Huard
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095, USA
| | - Theresa KirkpatrickN
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095, USA
| | - Tensing Maa
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH 43205, USA
| | - Arushi Manga
- Department of Pediatrics, St. Louis Children's Hospital, Washington University School of Medicine, One Children's Place, St. Louis, MO 63110, USA
| | - Patrick S McQuillen
- Department of Pediatrics, Benioff Children's Hospital, University of California-San Francisco, 1845 Fourth Street, San Francisco, CA 94158, USA
| | - Ryan W Morgan
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Center Blvd, Philadelphia, PA 19104, USA
| | - Peter M Mourani
- Department of Pediatrics, University of Arkansas for Medical Sciences and Arkansas Children's Research Institute, 13 Children's Way, Little Rock, AR 72202, USA
| | - Vinay M Nadkarni
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Center Blvd, Philadelphia, PA 19104, USA
| | - Maryam Y Naim
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Center Blvd, Philadelphia, PA 19104, USA
| | - Daniel Notterman
- Department of Molecular Biology, Princeton University, 119 Lewis Thomas Laboratory, Washington Road, Princeton, NJ 08544, USA
| | - Kent Page
- Department of Pediatrics, University of Utah, 295 Chipeta Way, P.O. Box 581289, Salt Lake City, UT 84158, USA
| | - Murray M Pollack
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, 111 Michigan Ave, NW, Washington, DC 20010, USA
| | - Danna Qunibi
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH 43205, USA
| | - Anil Sapru
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095, USA
| | - Carleen Schneiter
- Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, 13121 East 17th Ave, Aurora, CO 80045, USA
| | - Matthew P Sharron
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, 111 Michigan Ave, NW, Washington, DC 20010, USA
| | - Neeraj Srivastava
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095, USA
| | - Shirley Viteri
- Nemours Children's Hospital, Delaware, 1600 Rockland Rd, Wilmington, DE, 19803, USA; Department of Pediatrics, Sidney Kimmel Medical College, Thomas Jefferson University, 1025 Walnut Street, Philadelphia, PA 19107, USA
| | - David Wessel
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, 111 Michigan Ave, NW, Washington, DC 20010, USA
| | - Heather A Wolfe
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Center Blvd, Philadelphia, PA 19104, USA
| | - Andrew R Yates
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH 43205, USA
| | - Athena F Zuppa
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Center Blvd, Philadelphia, PA 19104, USA
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, 3901 Beaubien Blvd, Detroit, MI 48201, USA.
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Berg RA, Morgan RW, Reeder RW, Ahmed T, Bell MJ, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Dean JM, Diddle JW, Federman M, Fernandez R, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Horvat CM, Huard LL, Maa T, Manga A, McQuillen PS, Meert KL, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Palmer CA, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Tabbutt S, Tilford B, Viteri S, Wessel D, Wolfe HA, Yates AR, Zuppa AF, Sutton RM. Diastolic Blood Pressure Threshold During Pediatric Cardiopulmonary Resuscitation and Survival Outcomes: A Multicenter Validation Study. Crit Care Med 2023; 51:91-102. [PMID: 36519983 PMCID: PMC9970166 DOI: 10.1097/ccm.0000000000005715] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
OBJECTIVES Arterial diastolic blood pressure (DBP) greater than 25 mm Hg in infants and greater than 30 mm Hg in children greater than 1 year old during cardiopulmonary resuscitation (CPR) was associated with survival to hospital discharge in one prospective study. We sought to validate these potential hemodynamic targets in a larger multicenter cohort. DESIGN Prospective observational study. SETTING Eighteen PICUs in the ICU-RESUScitation prospective trial from October 2016 to March 2020. PATIENTS Children less than or equal to 18 years old with CPR greater than 30 seconds and invasive blood pressure (BP) monitoring during CPR. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Invasive BP waveform data and Utstein-style CPR data were collected, including prearrest patient characteristics, intra-arrest interventions, and outcomes. Primary outcome was survival to hospital discharge, and secondary outcomes were return of spontaneous circulation (ROSC) and survival to hospital discharge with favorable neurologic outcome. Multivariable Poisson regression models with robust error estimates evaluated the association of DBP greater than 25 mm Hg in infants and greater than 30 mm Hg in older children with these outcomes. Among 1,129 children with inhospital cardiac arrests, 413 had evaluable DBP data. Overall, 85.5% of the patients attained thresholds of mean DBP greater than or equal to 25 mm Hg in infants and greater than or equal to 30 mm Hg in older children. Initial return of circulation occurred in 91.5% and 25% by placement on extracorporeal membrane oxygenator. Survival to hospital discharge occurred in 58.6%, and survival with favorable neurologic outcome in 55.4% (i.e. 94.6% of survivors had favorable neurologic outcomes). Mean DBP greater than 25 mm Hg for infants and greater than 30 mm Hg for older children was significantly associated with survival to discharge (adjusted relative risk [aRR], 1.32; 1.01-1.74; p = 0.03) and ROSC (aRR, 1.49; 1.12-1.97; p = 0.002) but did not reach significance for survival to hospital discharge with favorable neurologic outcome (aRR, 1.30; 0.98-1.72; p = 0.051). CONCLUSIONS These validation data demonstrate that achieving mean DBP during CPR greater than 25 mm Hg for infants and greater than 30 mm Hg for older children is associated with higher rates of survival to hospital discharge, providing potential targets for DBP during CPR.
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Affiliation(s)
- Robert A Berg
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Ryan W Morgan
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Ron W Reeder
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Tageldin Ahmed
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI
| | - Michael J Bell
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Robert Bishop
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Matthew Bochkoris
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA
| | - Candice Burns
- Department of Pediatrics and Human Development, Michigan State University, Grand Rapids, MI
| | - Joseph A Carcillo
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA
| | - Todd C Carpenter
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - J Michael Dean
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - J Wesley Diddle
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Myke Federman
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA
| | - Richard Fernandez
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH
| | - Ericka L Fink
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA
| | - Deborah Franzon
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, San Francisco, CA
| | - Aisha H Frazier
- Alfred I. duPont Hospital for Children, Wilmington, DE
- Department of Pediatrics, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA
| | - Stuart H Friess
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - Kathryn Graham
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Mark Hall
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH
| | - David A Hehir
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Christopher M Horvat
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA
| | - Leanna L Huard
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA
| | - Tensing Maa
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH
| | - Arushi Manga
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - Patrick S McQuillen
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, San Francisco, CA
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI
| | - Peter M Mourani
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
- Department of Pediatrics, University of Arkansas for Medical Sciences, and Arkansas Children's Research Institute, Little Rock, AR
| | - Vinay M Nadkarni
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Maryam Y Naim
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Daniel Notterman
- Department of Molecular Biology, Princeton University, Princeton, NJ
| | - Chella A Palmer
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Murray M Pollack
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Anil Sapru
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA
| | - Carleen Schneiter
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Matthew P Sharron
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Neeraj Srivastava
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA
| | - Sarah Tabbutt
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, San Francisco, CA
| | - Bradley Tilford
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI
| | - Shirley Viteri
- Alfred I. duPont Hospital for Children, Wilmington, DE
- Department of Pediatrics, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA
| | - David Wessel
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Heather A Wolfe
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Andrew R Yates
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH
| | - Athena F Zuppa
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Robert M Sutton
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
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Spear MB, Miller K, Press C, Ruzas C, LaVelle J, Mourani PM, Bennett TD, Maddux AB. Unplanned Admissions, Emergency Department Visits, and Epilepsy After Critical Neurological Illness Requiring Prolonged Mechanical Ventilation in Children. Neurohospitalist 2023; 13:31-39. [PMID: 36531841 PMCID: PMC9755613 DOI: 10.1177/19418744221123628] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2024] Open
Abstract
Background and Purpose Long-term outcomes after pediatric neurocritical illness are poorly characterized. This study aims to characterize the frequency and risk factors for post-discharge unplanned health resource use in a pediatric neurocritical care population using insurance claims data. Methods Retrospective cohort study evaluating children who survived a hospitalization for an acute neurologic illness or injury requiring mechanical ventilation for >72 hours and had insurance eligibility in Colorado's All Payers Claims database. Insurance claims identified unplanned readmissions and emergency department [ED] visits during the post-discharge year. For patients without pre-existing epilepsy/seizures, we evaluated for post-ICU epilepsy identified by claim(s) for a maintenance anti-seizure medication during months 6-12 post-discharge. Multivariable logistic regression identified factors associated with each outcome. Results 101 children, median age 3.7 years (interquartile range (IQR) .4-11.9), admitted for trauma (57%), hypoxic-ischemic injury (17%) and seizures (15%). During the post-discharge year, 4 (4%) patients died, 26 (26%) were readmitted, and 48 (48%) had an ED visit. Having a pre-existing complex chronic condition was independently associated with readmission and emergency department visit. Admission for trauma was protective against readmission. Of those without pre-existing seizures (n = 86), 25 (29%) developed post-ICU epilepsy. Acute seizures during admission and prolonged ICU stays were independently associated with post-ICU epilepsy. Conclusions Survivors of pediatric neurocritical illness are at risk of unplanned healthcare use and post-ICU epilepsy. Critical illness risk factors including prolonged ICU stay and acute seizures may identify cohorts for targeted follow up or interventions to prevent unplanned healthcare use and post-ICU epilepsy.
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Affiliation(s)
- Matthew B. Spear
- Department of Pediatrics, University of Texas at Austin Dell Medical School, Austin, TX, USA
| | - Kristen Miller
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA
| | - Craig Press
- Department of Pediatrics, Division of Neurology, University of Pennsylvania School of Medicine and Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Christopher Ruzas
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO, USA
| | - Jaime LaVelle
- Pediatrics, Children’s Hospital Colorado, Aurora, CO, USA
| | - Peter M. Mourani
- Department of Pediatrics, Section of Critical Care, University of Arkansas for Medical Sciences and Arkansas Children’s, Little Rock, AR, USA
| | - Tellen D. Bennett
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO, USA
- Department of Pediatrics, Section of Informatics and Data Science, Children’s Hospital Colorado, University of Colorado School of Medicine, Aurora, CO, USA
| | - Aline B. Maddux
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO, USA
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26
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Lee S, Zhang Y, Newhams M, Novak T, Thomas PG, Mourani PM, Hall MW, Loftis LL, Cvijanovich NZ, Tarquinio KM, Schwarz AJ, Weiss SL, Thomas NJ, Markovitz B, Cullimore ML, Sanders RC, Zinter MS, Sullivan JE, Halasa NB, Bembea MM, Giuliano JS, Typpo KV, Nofziger RA, Shein SL, Kong M, Coates BM, Weiss ST, Lange C, Su HC, Randolph AG. DDX58 Is Associated With Susceptibility to Severe Influenza Virus Infection in Children and Adolescents. J Infect Dis 2022; 226:2030-2036. [PMID: 35986912 PMCID: PMC10205622 DOI: 10.1093/infdis/jiac350] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 08/18/2022] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Seasonal influenza virus infection causes a range of disease severity, including lower respiratory tract infection with respiratory failure. We evaluated the association of common variants in interferon (IFN) regulatory genes with susceptibility to critical influenza infection in children. METHODS We performed targeted sequencing of 69 influenza-associated candidate genes in 348 children from 24 US centers admitted to the intensive care unit with influenza infection and lacking risk factors for severe influenza infection (PICFlu cohort, 59.4% male). As controls, whole genome sequencing from 675 children with asthma (CAMP cohort, 62.5% male) was compared. We assessed functional relevance using PICFlu whole blood gene expression levels for the gene and calculated IFN gene signature score. RESULTS Common variants in DDX58, encoding the retinoic acid-inducible gene I (RIG-I) receptor, demonstrated association above or around the Bonferroni-corrected threshold (synonymous variant rs3205166; intronic variant rs4487862). The intronic single-nucleotide polymorphism rs4487862 minor allele was associated with decreased DDX58 expression and IFN signature (P < .05 and P = .0009, respectively) which provided evidence supporting the genetic variants' impact on RIG-I and IFN immunity. CONCLUSIONS We provide evidence associating common gene variants in DDX58 with susceptibility to severe influenza infection in children. RIG-I may be essential for preventing life-threatening influenza-associated disease.
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Affiliation(s)
- Sanghun Lee
- Department of Biostatistics, T. H. Chan School of Public Health, Harvard University, Boston, Massachusetts, USA
- Department of Medical Consilience, Graduate School, Dankook University, Yongin-si, South Korea
| | - Yu Zhang
- Laboratory of Clinical Immunology and Microbiology, Intramural Research Program, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Margaret Newhams
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, Massachusetts, USA
| | - Tanya Novak
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, Massachusetts, USA
- Department of Anesthesia, Harvard Medical School, Boston, Massachusetts, USA
| | - Paul G Thomas
- Department of Immunology, St Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Peter M Mourani
- Section of Critical Care Medicine, Department of Pediatrics, University of Arkansas for Medical Sciences and Arkansas Children’s Research Institute, Little Rock, Arkansas, USA
| | - Mark W Hall
- Division of Critical Care Medicine, Department of Pediatrics, Nationwide Children’s Hospital, Columbus, Ohio, USA
| | - Laura L Loftis
- Section of Critical Care Medicine, Department of Pediatrics, Texas Children’s Hospital, Houston, Texas, USA
| | - Natalie Z Cvijanovich
- Division of Critical Care Medicine, UCSF Benioff Children’s Hospital Oakland, Oakland, California, USA
| | - Keiko M Tarquinio
- Division of Critical Care Medicine, Department of Pediatrics, Emory University School of Medicine, Children’s Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Adam J Schwarz
- Department of Pediatrics, Children’s Hospital of Orange County, Orange, California, USA
| | - Scott L Weiss
- Division of Critical Care, Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Neal J Thomas
- Department of Pediatrics, Penn State Hershey Children’s Hospital, Penn State University College of Medicine, Hershey, Pennsylvania, USA
| | - Barry Markovitz
- Department of Anesthesiology Critical Care Medicine, Children’s Hospital Los Angeles, Los Angeles, California, USA
| | - Melissa L Cullimore
- Division of Pediatric Critical Care, Department of Pediatrics, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Ronald C Sanders
- Section of Pediatric Critical Care, Department of Pediatrics, Arkansas Children’s Hospital, Little Rock, Arkansas, USA
| | - Matt S Zinter
- Divisions of Critical Care Medicine and Allergy, Immunology, and Bone Marrow Transplant, Department of Pediatrics, University of California, San Francisco, San Francisco, California, USA
| | - Janice E Sullivan
- Division of Pediatric Critical Care, University of Louisville School of Medicine and Norton Children’s Hospital, Louisville, Kentucky, USA
| | - Natasha B Halasa
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Melania M Bembea
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - John S Giuliano
- Division of Critical Care, Department of Pediatrics, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Katri V Typpo
- Department of Pediatrics, Steele Children’s Research Center, University of Arizona, Tucson, Arizona, USA
| | - Ryan A Nofziger
- Division of Critical Care Medicine, Department of Pediatrics, Akron Children’s Hospital, Akron, Ohio, USA
| | - Steven L Shein
- Division of Pediatric Critical Care Medicine, Rainbow Babies and Children’s Hospital, Cleveland, Ohio, USA
| | - Michele Kong
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Bria M Coates
- Division of Critical Care Medicine, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, USA
| | - Scott T Weiss
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Christoph Lange
- Department of Biostatistics, T. H. Chan School of Public Health, Harvard University, Boston, Massachusetts, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Helen C Su
- Laboratory of Clinical Immunology and Microbiology, Intramural Research Program, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Adrienne G Randolph
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, Massachusetts, USA
- Department of Anesthesia, Harvard Medical School, Boston, Massachusetts, USA
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
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27
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Cashen K, Reeder RW, Ahmed T, Bell MJ, Berg RA, Burns C, Carcillo JA, Carpenter TC, Dean JM, Diddle JW, Federman M, Fink EL, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Horvat CM, Huard LL, Maa T, Manga A, McQuillen PS, Morgan RW, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Palmer CA, Pollack MM, Schneiter C, Sharron MP, Srivastava N, Wessel D, Wolfe HA, Yates AR, Zuppa AF, Sutton RM, Meert KL. Sodium Bicarbonate Use During Pediatric Cardiopulmonary Resuscitation: A Secondary Analysis of the ICU-RESUScitation Project Trial. Pediatr Crit Care Med 2022; 23:784-792. [PMID: 35880872 PMCID: PMC9529841 DOI: 10.1097/pcc.0000000000003045] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
OBJECTIVES To evaluate associations between sodium bicarbonate use and outcomes during pediatric in-hospital cardiac arrest (p-IHCA). DESIGN Prespecified secondary analysis of a prospective, multicenter cluster randomized interventional trial. SETTING Eighteen participating ICUs of the ICU-RESUScitation Project (NCT02837497). PATIENTS Children less than or equal to 18 years old and greater than or equal to 37 weeks post conceptual age who received chest compressions of any duration from October 2016 to March 2021. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Child and event characteristics, prearrest laboratory values (2-6 hr prior to p-IHCA), pre- and intraarrest hemodynamics, and outcomes were collected. In a propensity score weighted cohort, the relationships between sodium bicarbonate use and outcomes were assessed. The primary outcome was survival to hospital discharge. Secondary outcomes included return of spontaneous circulation (ROSC) and survival to hospital discharge with favorable neurologic outcome. Of 1,100 index cardiopulmonary resuscitation events, median age was 0.63 years (interquartile range, 0.19-3.81 yr); 528 (48.0%) received sodium bicarbonate; 773 (70.3%) achieved ROSC; 642 (58.4%) survived to hospital discharge; and 596 (54.2%) survived to hospital discharge with favorable neurologic outcome. Among the weighted cohort, sodium bicarbonate use was associated with lower survival to hospital discharge rate (adjusted odds ratio [aOR], 0.7; 95% CI, 0.54-0.92; p = 0.01) and lower survival to hospital discharge with favorable neurologic outcome rate (aOR, 0.69; 95% CI, 0.53-0.91; p = 0.007). Sodium bicarbonate use was not associated with ROSC (aOR, 0.91; 95% CI, 0.62-1.34; p = 0.621). CONCLUSIONS In this propensity weighted multicenter cohort study of p-IHCA, sodium bicarbonate use was common and associated with lower rates of survival to hospital discharge.
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Affiliation(s)
- Katherine Cashen
- Department of Pediatrics, Duke Children's Hospital, Duke University, Durham, NC
| | - Ron W Reeder
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Tageldin Ahmed
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI
| | - Michael J Bell
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Robert A Berg
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Candice Burns
- Department of Pediatrics and Human Development, Michigan State University, Grand Rapids, MI
| | - Joseph A Carcillo
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA
| | - Todd C Carpenter
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - J Michael Dean
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - J Wesley Diddle
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Myke Federman
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA
| | - Ericka L Fink
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA
| | - Aisha H Frazier
- Department of Pediatrics, Nemours Cardiac Center, Nemours/Alfred I. duPont Hospital for Children, Wilmington, DE
- Department of Pediatrics, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA
| | - Stuart H Friess
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - Kathryn Graham
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Mark Hall
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH
| | - David A Hehir
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Christopher M Horvat
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA
| | - Leanna L Huard
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA
| | - Tensing Maa
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH
| | - Arushi Manga
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - Patrick S McQuillen
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, San Francisco, CA
| | - Ryan W Morgan
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Peter M Mourani
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Vinay M Nadkarni
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Maryam Y Naim
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Daniel Notterman
- Department of Molecular Biology, Princeton University, Princeton, NJ
| | - Chella A Palmer
- Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Murray M Pollack
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Carleen Schneiter
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Matthew P Sharron
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Neeraj Srivastava
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, CA
| | - David Wessel
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Heather A Wolfe
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Andrew R Yates
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus, OH
| | - Athena F Zuppa
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Robert M Sutton
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI
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28
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Kamps NN, Banks R, Reeder RW, Berg RA, Newth CJ, Pollack MM, Meert KL, Carcillo JA, Mourani PM, Sorenson S, Varni JW, Cengiz P, Zimmerman JJ. The Association of Early Corticosteroid Therapy With Clinical and Health-Related Quality of Life Outcomes in Children With Septic Shock. Pediatr Crit Care Med 2022; 23:687-697. [PMID: 35695852 PMCID: PMC9444900 DOI: 10.1097/pcc.0000000000003009] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
OBJECTIVES Corticosteroids are commonly used in the treatment of pediatric septic shock without clear evidence of the potential benefits or risks. This study examined the association of early corticosteroid therapy with patient-centered clinically meaningful outcomes. DESIGN Subsequent cohort analysis of data derived from the prospective Life After Pediatric Sepsis Evaluation (LAPSE) investigation. Outcomes among patients receiving hydrocortisone or methylprednisolone on study day 0 or 1 were compared with those who did not use a propensity score-weighted analysis that controlled for age, sex, study site, and measures of first-day illness severity. SETTING Twelve academic PICUs in the United States. PATIENTS Children with community-acquired septic shock 1 month to 18 years old enrolled in LAPSE, 2013-2017. Exclusion criteria included a history of chronic corticosteroid administration. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Among children enrolled in LAPSE, 352 of 392 met analysis inclusion criteria, and 155 of 352 (44%) received early corticosteroid therapy. After weighting corticosteroid therapy administration propensity across potentially confounding baseline characteristics, differences in outcomes associated with treatment were not statistically significant (adjusted effect or odds ratio [95% CI]): vasoactive-inotropic support duration (-0.37 d [-1.47 to 0.72]; p = 0.503), short-term survival without new morbidity (1.37 [0.83-2.28]; p = 0.218), new morbidity among month-1 survivors (0.70 [0.39-1.23]; p = 0.218), and persistent severe deterioration of health-related quality of life or mortality at month 1 (0.70 [0.40-1.23]; p = 0.212). CONCLUSIONS This study examined the association of early corticosteroid therapy with mortality and morbidity among children encountering septic shock. After adjusting for variables with the potential to confound the relationship between early corticosteroid administration and clinically meaningful end points, there was no improvement in outcomes associated with this therapy. Results from this propensity analysis provide additional justification for equipoise regarding corticosteroid therapy for pediatric septic shock and ascertain the need for a well-designed clinical trial to examine benefit/risk for this intervention.
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Affiliation(s)
- Nicole N Kamps
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, American Family Children's Hospital, University of Wisconsin, Madison, WI
| | - Russell Banks
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Ron W Reeder
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - Robert A Berg
- Department of Anesthesiology and Critical Care Medicine Children's Hospital of Philadelphia, Philadelphia, PA
| | - Christopher J Newth
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital Los Angeles, Los Angeles, CA
| | - Murray M Pollack
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Children's National Hospital, Washington, DC
| | - Kathleen L Meert
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Children's Hospital of Michigan, Detroit, MI
- Department of Pediatrics, Central Michigan University, Mt. Pleasant, MI
| | - Joseph A Carcillo
- Department of Critical Care Medicine, Children's Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Peter M Mourani
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Colorado School of Medicine, Children's Hospital Colorado, Aurora, CO
| | - Samuel Sorenson
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Utah, Salt Lake City, UT
| | - James W Varni
- Department of Pediatrics, Texas A&M University, College Station, TX
| | - Pelin Cengiz
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, American Family Children's Hospital, University of Wisconsin, Madison, WI
| | - Jerry J Zimmerman
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Seattle Children's Hospital, Seattle Children's Research Institute, University of Washington School of Medicine, Seattle, WA
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Ohlstrom DJ, Sul C, Vohwinkel CU, Hernandez-Lagunas L, Karimpour-Fard A, Mourani PM, Carpenter TC, Nozik ES, Sucharov CC. Plasma microRNA and metabolic changes associated with pediatric acute respiratory distress syndrome: a prospective cohort study. Sci Rep 2022; 12:14560. [PMID: 36028738 PMCID: PMC9418138 DOI: 10.1038/s41598-022-15476-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 06/24/2022] [Indexed: 11/09/2022] Open
Abstract
Acute respiratory distress syndrome is a heterogeneous pathophysiological process responsible for significant morbidity and mortality in pediatric intensive care patients. Diagnosis is defined by clinical characteristics that identify the syndrome after development. Subphenotyping patients at risk of progression to ARDS could provide the opportunity for therapeutic intervention. microRNAs, non-coding RNAs stable in circulation, are a promising biomarker candidate. We conducted a single-center prospective cohort study to evaluate random forest classification of microarray-quantified circulating microRNAs in critically ill pediatric patients. We additionally selected a sub-cohort for parallel metabolomics profiling as a pilot study for concurrent use of miRNAs and metabolites as circulating biomarkers. In 35 patients (n = 21 acute respiratory distress, n = 14 control) 15 microRNAs were differentially expressed. Unsupervised random forest classification accurately grouped ARDS and control patients with an area under the curve of 0.762, which was improved to 0.839 when subset to only patients with bacterial infection. Nine metabolites were differentially abundant between acute respiratory distress and control patients (n = 4, both groups) and abundance was highly correlated with miRNA expression. Random forest classification of microRNAs differentiated critically ill pediatric patients who developed acute respiratory distress relative to those who do not. The differential expression of microRNAs and metabolites provides a strong foundation for further work to validate their use as a prognostic biomarker.
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Affiliation(s)
- Denis J Ohlstrom
- Developmental Lung Biology and Cardiovascular Pulmonary Research Laboratories, Departments of Pediatrics and Medicine, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
| | - Christina Sul
- Developmental Lung Biology and Cardiovascular Pulmonary Research Laboratories, Departments of Pediatrics and Medicine, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA.,Division of Pediatric Critical Care, Department of Pediatrics, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
| | - Christine U Vohwinkel
- Developmental Lung Biology and Cardiovascular Pulmonary Research Laboratories, Departments of Pediatrics and Medicine, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA.,Division of Pediatric Critical Care, Department of Pediatrics, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
| | - Laura Hernandez-Lagunas
- Developmental Lung Biology and Cardiovascular Pulmonary Research Laboratories, Departments of Pediatrics and Medicine, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA.,Division of Pediatric Critical Care, Department of Pediatrics, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
| | - Anis Karimpour-Fard
- Department of Pharmacology, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
| | - Peter M Mourani
- Division of Pediatric Critical Care, Department of Pediatrics, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA.,Section of Pediatric Critical Care, Department of Pediatrics, University of Arkansas for Medical Sciences, Arkansas Children's Research Institute, Little Rock, AR, USA
| | - Todd C Carpenter
- Division of Pediatric Critical Care, Department of Pediatrics, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
| | - Eva S Nozik
- Developmental Lung Biology and Cardiovascular Pulmonary Research Laboratories, Departments of Pediatrics and Medicine, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA.,Division of Pediatric Critical Care, Department of Pediatrics, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
| | - Carmen C Sucharov
- Division of Cardiology, Department of Medicine, University of Colorado, Anschutz Medical Campus, 12700 E 19th Ave B139, Aurora, CO, 80045, USA.
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30
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Levy RA, Reiter PD, Spear M, Santana A, Silveira L, Cox S, Mourani PM, Maddux AB. Peripheral Vasoactive Administration in Critically Ill Children With Shock: A Single-Center Retrospective Cohort Study. Pediatr Crit Care Med 2022; 23:618-625. [PMID: 35446810 PMCID: PMC9529765 DOI: 10.1097/pcc.0000000000002970] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Management of fluid refractory pediatric shock requires prompt administration of vasoactive agents. Although delivery of vasoactive therapy is generally provided via a central venous catheter, their placement can delay drug administration and is associated with complications. We characterize peripheral vasoactive administration in a cohort of critically ill children with shock, evaluate progression to central venous catheter placement, and describe complications associated with extravasation. DESIGN Retrospective cohort study. SETTING Single-center, quaternary PICU (January 2010 to December 2015). PATIENTS Children (31 d to 18 yr) who received epinephrine, norepinephrine, or dopamine. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We compared patients based on the initial site of vasoactive infusion: peripheral venous access (PVA) or central venous access (CVA) and, within the PVA group, compared patients based on subsequent placement of a central catheter for vasoactive infusion. We also characterized peripheral extravasations. We evaluated 756 patients: 231 (30.6%) PVA and 525 (69.4%) CVA patients. PVA patients were older, had lower illness severity, and more frequently had vasoactive therapy initiated at night compared with CVA patients. In PVA patients, 124 (53.7%) had a central catheter placed after a median of 140 minutes (interquartile range, 65-247 min) of peripheral treatment. Patients who avoided central catheter placement had lower illness severity. Of the 93 patients with septic shock, 44 (47.3%) did not have a central catheter placed. Extravasations occurred in four of 231 (1.7% [95% CI, 0.03-3.4]) PVA patients, exclusively in the hand. Three patients received pharmacologic intervention, and none had long-term disabilities. CONCLUSIONS In our experience, peripheral venous catheters can be used for vasoactive administration. In our series, the upper limit of the 95% CI for extravasation is approximately 1-in-30, meaning that this route may be an appropriate option while evaluating the need for central access, particularly in patients with low illness severity.
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Affiliation(s)
- Robert A. Levy
- Department of Pediatrics, Section of Critical Care Medicine, University of Washington School of Medicine and Seattle Children’s Hospital, Seattle, WA
| | - Pamela D. Reiter
- Department of Pharmacy, Children’s Hospital Colorado and Skaggs School of Pharmacy and Pharmaceutical Sciences, Anschutz Medial Campus, Aurora, CO
| | - Matthew Spear
- Department of Pediatrics, Dell Children’s Medical Center of Central Texas, Austin, TX
| | - Alison Santana
- Department of Pediatric Critical Care, Rocky Mountain Hospital for Children, Denver, CO
| | - Lori Silveira
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, University of Colorado, Aurora, CO
| | - Shaina Cox
- PediPlace Pediatric Primary Care Clinic, Dallas, TX
| | - Peter M. Mourani
- Department of Pediatrics, Section of Critical Care Medicine, University of Arkansas for Medical Sciences and Arkansas Children’s Research Institute, Little Rock, AR
| | - 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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31
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Salud D, Reeder RW, Banks RK, Meert KL, Berg RA, Zuppa A, Newth CJ, Hall MW, Quasney M, Sapru A, Carcillo JA, McQuillen PS, Mourani PM, Varni JW, Zimmerman JJ. Association of Pathogen Type With Outcomes of Children Encountering Community-Acquired Pediatric Septic Shock. Pediatr Crit Care Med 2022; 23:635-645. [PMID: 35687094 PMCID: PMC9529775 DOI: 10.1097/pcc.0000000000003001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
OBJECTIVES To determine the association of pathogen type with mortality, functional status, and health-related quality of life (HRQL) among children at hospital discharge/1 month following hospitalization for septic shock. DESIGN Secondary database analysis of a prospective, descriptive cohort investigation. SETTING Twelve academic PICUs in the United States. PATIENTS Critically ill children, 1 month to 18 years old, enrolled from 2013 to 2017. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Association of clinical outcomes with pathogen type was assessed for all patients and separately for surviving patients enrolled in the primary Life After Pediatric Sepsis Evaluation (LAPSE) investigation. For this secondary analysis, we predicted that age would be associated with pathogen type and outcomes, and accordingly, it was incorporated as a confounding variable in primary analyses. Among 389 children enrolled with septic shock, at 1 month/hospital discharge, we observed no statistically significant differences in relation to pathogen types for the composite outcome mortality or substantial new functional morbidity: no causative organism identified (27% [28/103]), pure viral infections (26% [24/91]), pure bacterial/fungal infections (25% [31/125]), and bacterial/fungal+viral coinfections (33% [23/70]). Similarly, we observed no statistically significant differences in relation to pathogen types for the composite outcome, mortality, or persistent serious deterioration of HRQL: no causative organism identified (43% [44/103]), pure viral infections (33% [30/91]), pure bacterial/fungal infections (46% [57/125]), and bacterial/fungal+viral coinfections (43% [30/70]). However, we did identify statistically significant associations between pathogen type and the outcome ventilator-free days ( p = 0.0083) and PICU-free days (0.0238). CONCLUSIONS This secondary analysis of the LAPSE database identified no statistically significant association of pathogen type with composite mortality and morbidity outcomes. However, pathogen type may be associated with PICU resources employed to treat sepsis organ dysfunction. Ultimately, pediatric septic shock was frequently associated with adverse patient-centered, clinically meaningful outcomes regardless of infectious disease pathogen type.
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Affiliation(s)
- Derek Salud
- Touro College of Osteopathic Medicine, New York, NY
| | | | | | - Kathleen L Meert
- Children’s Hospital of Michigan, Detroit, MI, Central Michigan University, Mt. Pleasant, MI
| | - Robert A Berg
- Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Athena Zuppa
- Children’s Hospital of Philadelphia, Philadelphia, PA
| | | | - Mark W Hall
- Nationwide Children’s Hospital, Columbus, OH
| | - Michael Quasney
- CS Mott Children’s Hospital, University of Michigan, Ann Arbor, MI
| | - Anil Sapru
- Mattel Children’s Hospital, University of California Los Angeles, Los Angeles, CA
| | - Joseph A Carcillo
- Children’s Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Patrick S McQuillen
- Benioff Children’s Hospital, University of California, San Francisco, San Francisco, CA
| | | | | | - Jerry J Zimmerman
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Seattle Children’s Hospital, Seattle Children’s Research Institute, University of Washington School of Medicine, Seattle, WA
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32
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Maddux AB, VanBuren JM, Jensen AR, Holubkov R, Alvey JS, McQuillen P, Mourani PM, Meert KL, Burd RS. Post-discharge rehabilitation and functional recovery after pediatric injury. Injury 2022; 53:2795-2803. [PMID: 35680434 PMCID: PMC9808527 DOI: 10.1016/j.injury.2022.05.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 05/15/2022] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Variability in rehabilitation disposition has been proposed as a trauma center quality metric. Benchmarking rehabilitation disposition is limited by a lack of objective measures of functional impairment at discharge. The primary aim of this study was to determine the relative contribution of patient characteristics and hospitalization factors associated with inpatient and outpatient rehabilitation after discharge. The secondary aims were to evaluate the sensitivity of the Functional Status Scale (FSS) score for identifying functional impairments at hospital discharge and track post-discharge recovery. PATIENTS AND METHODS We report a planned secondary analysis of a prospective observational study of seriously injured children (<15 years old) enrolled at seven pediatric trauma centers. Functional Status Scale (FSS) score was measured for pre-injury, hospital discharge, and 6-month follow-up timepoints. Multinomial logistic regression identified factors associated with three dispositions: home without rehabilitation services, home with outpatient rehabilitation, and inpatient rehabilitation. Relative weight analysis was used to identify the impact of individual factors associated with inpatient or outpatient rehabilitation disposition. RESULTS We analyzed 427 children with serious injuries. Functional impairment at discharge was present in 103 (24.1%) children, including 43/337 (12.8%) discharged without services, 12/38 (31.6%) discharged with outpatient rehabilitation, and 44/47 (93.6%) discharged to inpatient rehabilitation. In multivariable modeling, variables most contributing to prediction of inpatient rehabilitation were severe initial Glasgow coma scale (GCS), injured body region, and functional impairment at discharge. Severe initial GCS, private insurance, and extremity injury were independently associated with disposition with outpatient rehabilitation. Patients discharged without services or with outpatient rehabilitation most frequently had motor impairments that improved during the next 6 months. Patients discharged to inpatient rehabilitation had impairments in all domains, with many improving within 6 months. A higher proportion of patients discharged to inpatient rehabilitation had residual impairments at follow-up. CONCLUSION Injury characteristics and discharge impairment were associated with discharge to inpatient rehabilitation. The FSS score identified impairments needing inpatient rehabilitation and characterized improvements after discharge. Less severe impairments needing outpatient rehabilitation were not identified by the FSS score.
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Affiliation(s)
- Aline B. Maddux
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children’s Hospital Colorado, 13121 E 17th Ave, MS 8414, Aurora, CO, 80045, United States,Corresponding author at: Pediatric Critical Care, University of Colorado School of Medicine, Children’s Hospital Colorado, Education 2 South, 13121 East 17th Avenue, MS 8414, Aurora, CO 80045. (A.B. Maddux)
| | - John M. VanBuren
- Department of Pediatrics, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT, 84108, United States
| | - Aaron R. Jensen
- Department of Surgery, University of California San Francisco and UCSF Benioff Children’s Hospital, 1411 East 31st St, Oakland, CA, 94602, United States
| | - Richard Holubkov
- Department of Pediatrics, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT, 84108, United States
| | - Jessica S. Alvey
- Department of Pediatrics, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT, 84108, United States
| | - Patrick McQuillen
- Department of Pediatrics, Benioff Children’s Hospital, University of California, San Francisco, 1550 Fourth St, San Francisco, CA, 94158, United States
| | - Peter M. Mourani
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children’s Hospital Colorado, 13121 E 17th Ave, MS 8414, Aurora, CO, 80045, United States,Department of Pediatrics, Section of Critical Care, Arkansas Children’s, 13 Children’s Way, Slot 842, Little Rock, AR, 72202, United States
| | - Kathleen L Meert
- Department of Pediatrics, Children’s Hospital of Michigan, Central Michigan University, 3901 Beaubien, Detroit, MI, 48201, United States
| | - Randall S. Burd
- Division of Trauma and Burn Surgery, Children’s National Hospital, 111 Michigan Avenue NW, Washington, DC 20010, United States
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33
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Britto C, Mohorianu I, Yeung T, Cheung E, Novak T, Hall MW, Mourani PM, Weiss SL, Thomas NJ, Markovitz B, Randolph AG, Moffitt KL. Host respiratory transcriptome signature associated with poor outcome in children with influenza-Staphylococcus aureus pneumonia. J Infect Dis 2022; 226:1286-1294. [PMID: 35899844 DOI: 10.1093/infdis/jiac325] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 07/25/2022] [Indexed: 11/14/2022] Open
Abstract
Respiratory coinfection of influenza with Staphylococcus aureus often causes severe disease; methicillin resistant S. aureus (MRSA) coinfection is frequently fatal. Understanding disease pathogenesis may inform therapies. We aimed to identify host and pathogen transcriptomic (mRNA) signatures from the respiratory compartment of patients with influenza-S. aureus coinfection (ISAC) critical illness that predict worse outcomes. mRNA extracted from endotracheal aspirates was evaluated for S. aureus and host transcriptomic biosignatures. Influenza-MRSA outcomes were worse, but of 190 S. aureus virulence-associated genes, 6 were differentially expressed between MRSA- versus methicillin-susceptible S. aureus coinfected patients and none discriminated outcome. Host gene expression in ISAC patients was compared to influenza infection alone. Patients with poor clinical outcomes (death or prolonged multi-organ dysfunction) had relatively reduced expression of interferons and down-regulation of interferon gamma-induced immune cell chemoattractants CXCL10 and CXCL11. In influenza-S. aureus respiratory coinfection, airway host but not pathogen gene expression profiles predicted worse clinical outcomes.
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Affiliation(s)
- Carl Britto
- Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA.,Oxford Vaccine Group, Department of Paediatrics, University of Oxford, UK.,Division of Infectious Disease, St. John's Research Institute, Bengaluru, India
| | - Irina Mohorianu
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, UK.,Wellcome-MRC Cambridge, Stem Cell Institute, University of Cambridge, UK
| | - Tracy Yeung
- Division of Infectious Diseases, Boston Children's Hospital, Boston, MA, USA
| | - Elaine Cheung
- Division of Infectious Diseases, Boston Children's Hospital, Boston, MA, USA
| | - Tanya Novak
- Department of Anesthesia, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA, USA.,Department of Anesthesia, Harvard Medical School, Boston, MA, USA
| | - Mark W Hall
- Division of Critical Care Medicine, Department of Pediatrics, Nationwide Children's Hospital, Columbus, OH, USA
| | - Peter M Mourani
- Department of Pediatrics, Section of Critical Care Medicine, University of Arkansas for Medical Sciences and Arkansas Children's Research Institute, Little Rock, AR, USA
| | - Scott L Weiss
- Division of Critical Care, Department of Anesthesiology and Critical Care, The Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Neal J Thomas
- Department of Pediatrics, Penn State Hershey Children's Hospital, Penn State University College of Medicine, Hershey, PA, USA
| | - Barry Markovitz
- Department of Anesthesiology Critical Care Medicine, Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - Adrienne G Randolph
- Department of Anesthesia, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA, USA.,Department of Anesthesia, Harvard Medical School, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Kristin L Moffitt
- Division of Infectious Diseases, Boston Children's Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
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34
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Mick E, Tsitsiklis A, Spottiswoode N, Caldera S, Serpa PH, Detweiler AM, Neff N, Pisco AO, Li LM, Retallack H, Ratnasiri K, Williamson KM, Soesanto V, Simões EAF, Smith C, Abuogi L, Kistler A, Wagner BD, DeRisi JL, Ambroggio L, Mourani PM, Langelier CR. Upper airway gene expression shows a more robust adaptive immune response to SARS-CoV-2 in children. Nat Commun 2022; 13:3937. [PMID: 35803954 PMCID: PMC9263813 DOI: 10.1038/s41467-022-31600-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 05/31/2022] [Indexed: 12/24/2022] Open
Abstract
Unlike other respiratory viruses, SARS-CoV-2 disproportionately causes severe disease in older adults whereas disease burden in children is lower. To investigate whether differences in the upper airway immune response may contribute to this disparity, we compare nasopharyngeal gene expression in 83 children (<19-years-old; 38 with SARS-CoV-2, 11 with other respiratory viruses, 34 with no virus) and 154 older adults (>40-years-old; 45 with SARS-CoV-2, 28 with other respiratory viruses, 81 with no virus). Expression of interferon-stimulated genes is robustly activated in both children and adults with SARS-CoV-2 infection compared to the respective non-viral groups, with only subtle distinctions. Children, however, demonstrate markedly greater upregulation of pathways related to B cell and T cell activation and proinflammatory cytokine signaling, including response to TNF and production of IFNγ, IL-2 and IL-4. Cell type deconvolution confirms greater recruitment of B cells, and to a lesser degree macrophages, to the upper airway of children. Only children exhibit a decrease in proportions of ciliated cells, among the primary targets of SARS-CoV-2, upon infection. These findings demonstrate that children elicit a more robust innate and especially adaptive immune response to SARS-CoV-2 in the upper airway that likely contributes to their protection from severe disease in the lower airway.
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Affiliation(s)
- Eran Mick
- Division of Infectious Diseases, University of California, San Francisco, CA, USA.,Division of Pulmonary and Critical Care Medicine, University of California, San Francisco, CA, USA.,Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Alexandra Tsitsiklis
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Natasha Spottiswoode
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Saharai Caldera
- Division of Infectious Diseases, University of California, San Francisco, CA, USA.,Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Paula Hayakawa Serpa
- Division of Infectious Diseases, University of California, San Francisco, CA, USA.,Chan Zuckerberg Biohub, San Francisco, CA, USA
| | | | - Norma Neff
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | | | - Lucy M Li
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Hanna Retallack
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | | | - Kayla M Williamson
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Victoria Soesanto
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Eric A F Simões
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Christiana Smith
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Lisa Abuogi
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Amy Kistler
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Brandie D Wagner
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA.,Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Joseph L DeRisi
- Chan Zuckerberg Biohub, San Francisco, CA, USA.,Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | - Lilliam Ambroggio
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Peter M Mourani
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA.,Arkansas Children's Research Institute, Arkansas Children's Hospital, Little Rock, AR, USA
| | - Charles R Langelier
- Division of Infectious Diseases, University of California, San Francisco, CA, USA. .,Chan Zuckerberg Biohub, San Francisco, CA, USA.
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35
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Ames SG, Banks RK, Zinter MS, Fink EL, McQuillen PS, Hall MW, Zuppa A, Meert KL, Mourani PM, Carcillo JA, Carpenter T, Pollack MM, Berg RA, Mareboina M, Holubkov R, Dean JM, Notterman DA, Sapru A. Assessment of Patient Health-Related Quality of Life and Functional Outcomes in Pediatric Acute Respiratory Distress Syndrome. Pediatr Crit Care Med 2022; 23:e319-e328. [PMID: 35452018 DOI: 10.1097/pcc.0000000000002959] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVES To describe health-related quality of life (HRQL) and functional outcomes in pediatric acute respiratory distress syndrome (ARDS) and to determine risk factors associated with poor outcome defined as death or severe reduction in HRQL at 28 days or ICU discharge. DESIGN Prospective multisite cohort-outcome study conducted between 2019 and 2020. SETTING Eight academic PICUs in the United States. PATIENTS Children with ARDS based on standard criteria. INTERVENTIONS Patient characteristics and illness severity were collected during PICU admission. Parent proxy-report measurements were obtained at baseline, day 28/ICU discharge, month 3, and month 9, utilizing Pediatric Quality of Life Inventory and Functional Status Scale (FSS). A composite outcome evaluated using univariate and multivariate analysis was death or severe reduction in HRQL (>25% reduction in the Pediatric Quality of Life Inventory at day 28/ICU discharge. MEASUREMENTS AND MAIN RESULTS This study enrolled 122 patients with a median age of 3 years (interquartile range, 1-12 yr). Common etiologies of ARDS included pneumonia ( n = 63; 52%) and sepsis ( n = 27; 22%). At day 28/ICU discharge, half (50/95; 53%) of surviving patients with follow-up data reported a greater than 10% decrease in HRQL from baseline, and approximately one-third of participants ( n = 19/61; 31%) reported a greater than 10% decrease in HRQL at 9 months. Trends in FSS were similar. Of 104 patients with data, 47 patients (45%) died or reported a severe decrease of greater than 25% in HRQL at day 28/ICU discharge. Older age was associated with an increased risk of death or severe reduction in HRQL (odds ratio, 1.08; CI, 1.01-1.16). CONCLUSIONS Children with ARDS are at risk for deterioration in HRQL and FSS that persists up to 9 months after ARDS. Almost half of children with ARDS experience a poor outcome including death or severe reduction in HRQL at day 28/ICU discharge.
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Affiliation(s)
| | | | - Matt S Zinter
- Benioff Children's Hospital, University of California-San Francisco, San Francisco, CA
| | - Ericka L Fink
- Children's Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Patrick S McQuillen
- Benioff Children's Hospital, University of California-San Francisco, San Francisco, CA
| | - Mark W Hall
- Nationwide Children's Hospital, Columbus, OH
| | - Athena Zuppa
- Children's Hospital of Philadelphia, Philadelphia, PA
| | | | | | - Joseph A Carcillo
- Children's Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, PA
| | | | | | - Robert A Berg
- Children's Hospital of Philadelphia, Philadelphia, PA
| | - Manvita Mareboina
- Mattel Children's Hospital, University of California-Los Angeles, Los Angeles, CA
| | | | | | | | - Anil Sapru
- Mattel Children's Hospital, University of California-Los Angeles, Los Angeles, CA
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36
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Vo M, Miller K, Bennett TD, Mourani PM, LaVelle J, Carpenter TC, Scott Watson R, Pyle LL, Maddux AB. Postdischarge health resource use in pediatric survivors of prolonged mechanical ventilation for acute respiratory illness. Pediatr Pulmonol 2022; 57:1651-1659. [PMID: 35438830 PMCID: PMC9233134 DOI: 10.1002/ppul.25934] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 03/04/2022] [Accepted: 04/17/2022] [Indexed: 11/10/2022]
Abstract
We aimed to identify characteristics associated with postdischarge health resource use in children without medical complexity who survived an episode of prolonged mechanical ventilation for respiratory illness. We hypothesized that longer durations of mechanical ventilation, noncomplex chronic conditions, and severe acute respiratory distress syndrome (ARDS) would be associated with readmission or an Emergency Department (ED) visit. In this retrospective cohort, we evaluated children without a complex chronic condition who survived a respiratory illness requiring ≥3 days of mechanical ventilation and who had insurance eligibility within the Colorado All Payers Claims Database. We used insurance claims to characterize health resource use and multivariable logistic regression to identify characteristics associated with readmission or an ED visit during the postdischarge year. We evaluated 82 children, median age 12.8 months (interquartile range [IQR]: 4.0-24.1), 20 (24%) with a noncomplex chronic condition and 62 (76%) without any chronic conditions. Bronchiolitis (60%) and pneumonia/aspiration pneumonitis (17%) were the most common etiologies of respiratory failure and 47 (57%) patients had severe ARDS. Forty-six (56%) patients had an ED visit or readmission. Among the 18 readmitted patients, 16/18 (89%) readmissions were for respiratory illness. Forty (49%) patients had ≥2 outpatient pulmonary visits and 45 (55%) filled a pulmonary medication prescription. In analyses controlling for age, illness severity and mechanical ventilation duration, severe ARDS was predictive of ED visit or readmission (odds ratio [OR]: 5.53 [95% confidence interval [CI]: 1.79, 19.09]). Children who survive prolonged mechanical ventilation for respiratory disease experience high rates of postdischarge health resource use, particularly those surviving severe ARDS.
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Affiliation(s)
- Michelle Vo
- University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Kristen Miller
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Tellen D Bennett
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado, USA.,Department of Pediatrics, Section of Informatics and Data Science, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado, USA
| | - Peter M Mourani
- Department of Pediatrics, Section of Critical Care, University of Arkansas for Medical Sciences and Arkansas Children's Hospital, Little Rock, Arkansas, USA
| | - Jaime LaVelle
- Department of Pediatrics, Children's Hospital Colorado, Aurora, Colorado, USA
| | - Todd C Carpenter
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado, USA
| | - 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, Washington, USA
| | - Laura L Pyle
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colorado, USA.,Department of Biostatistics and Informatics, Colorado School of Public Health, Children's Hospital Colorado, Aurora, Colorado, USA
| | - Aline B Maddux
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado, USA
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Maddux AB, Zimmerman JJ, Banks RK, Reeder RW, Meert KL, Czaja AS, Berg RA, Sapru A, Carcillo JA, Newth CJL, Quasney MW, Mourani PM. Health Resource Use in Survivors of Pediatric Septic Shock in the United States. Pediatr Crit Care Med 2022; 23:e277-e288. [PMID: 35250001 PMCID: PMC9203867 DOI: 10.1097/pcc.0000000000002932] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES To evaluate postdischarge health resource use in pediatric survivors of septic shock and determine patient and hospitalization factors associated with health resource use. DESIGN Secondary analyses of a multicenter prospective observational cohort study. SETTING Twelve academic PICUs. PATIENTS Children greater than or equal to 1 month and less than 18 years old hospitalized for community-acquired septic shock who survived to 1 year. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS For 308/338 patients (91%) with baseline and greater than or equal to one postdischarge survey, we evaluated readmission, emergency department (ED) visits, new medication class, and new device class use during the year after sepsis. Using negative binomial regression with bidirectional stepwise selection, we identified factors associated with each outcome. Median age was 7 years (interquartile range, 2-13), 157 (51%) had a chronic condition, and nearly all patients had insurance (private [n = 135; 44%] or government [n = 157; 51%]). During the year after sepsis, 128 patients (42%) were readmitted, 145 (47%) had an ED visit, 156 (51%) started a new medication class, and 102 (33%) instituted a new device class. Having a complex chronic condition was independently associated with readmission and ED visit. Documented infection and higher sum of Pediatric Logistic Organ Dysfunction--2 hematologic score were associated with readmission, whereas younger age and having a noncomplex chronic condition were associated with ED visit. Factors associated with new medication class use were private insurance, neurologic insult, and longer PICU stays. Factors associated with new device class use were preadmission chemotherapy or radiotherapy, presepsis Functional Status Scale score, and ventilation duration greater than or equal to 10 days. Of patients who had a new medication or device class, most had a readmission (56% and 61%) or ED visit (62% and 67%). CONCLUSIONS Children with septic shock represent a high-risk cohort with high-resource needs after discharge. Interventions and targeted outcomes to mitigate postdischarge resource use may differ based on patients' preexisting conditions.
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Affiliation(s)
- Aline B. Maddux
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO
| | - Jerry J. Zimmerman
- Seattle Children’s Hospital, Seattle Research Institute, University of Washington School of Medicine, Seattle, WA
| | | | | | - Kathleen L. Meert
- Children’s Hospital of Michigan, Detroit, MI, Central Michigan University, Mt. Pleasant, MI
| | - Angela S. Czaja
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO
| | - Robert A. Berg
- Department of Anesthesiology and Critical Care Medicine Children’s Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania
| | - Anil Sapru
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Mattel Children’s Hospital, University of California Los Angeles, Los Angeles, CA
| | - Joseph A. Carcillo
- Department of Critical Care Medicine, Children’s Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Christopher J. L. Newth
- Department of Pediatrics, Section of Critical Care, University of Southern California, Children’s Hospital Los Angeles, Los Angeles, CA
| | - Michael W. Quasney
- Division of Pediatric Critical Care Medicine, University of Michigan, Ann Arbor, MI
| | - Peter M. Mourani
- Department of Pediatrics, Section of Critical Care, University of Arkansas for Medical Sciences and Arkansas Children’s Research Institute, Little Rock, AR
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Bolin EH, Spray BJ, Mourani PM, Porter C, Collins RT. Mortality among infants of diabetic mothers with hypertrophic cardiomyopathy. J Matern Fetal Neonatal Med 2022; 35:9893-9899. [PMID: 35440277 DOI: 10.1080/14767058.2022.2066993] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
OBJECTIVE To assess the association between hypertrophic cardiomyopathy (HCM) and mortality among infants of diabetic mothers (IDMs). METHODS We performed a retrospective cohort study of hospitalized IDMs admitted at ≤14-days-old in the Pediatric Health Information System (years 2004 - 2019). Multivariable logistic regression was used to evaluate the association between HCM and mortality; covariates in the model were prematurity, sex, and congenital malformations of the cardiovascular, nervous, urinary and musculoskeletal systems. RESULTS Among 32,993 IDMs, there were 203 (0.6%) with HCM. Black and Hispanic children were disproportionately represented among children with HCM compared to those without HCM (23.2 vs. 14.9%, p = .001 for Black, and 30.0 vs. 22.1%, p = .007 for Hispanic). IDMs with HCM were also larger at birth (median birth weight 4120 g [interquartile range 3600-4703] vs. 3270 g [interquartile range 2535-3910]; p < .001). In-hospital mortality in patients with HCM was greater than in those without HCM (4.9 vs. 1.3%, p < 0.001), and odds of mortality were greater among those with HCM (adjusted odds ratio 2.10, 95% confidence interval: 1.04-4.25; p = .038). CONCLUSION We identify HCM as a contributor to in-hospital mortality. These data reinforce the need for more specific diagnostic criteria, better prevention of maternal diabetes, and effective therapies for HCM in IDMs.
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Affiliation(s)
- Elijah H Bolin
- Department of Pediatrics, Section of Cardiology, University of Arkansas for Medical Sciences and Arkansas Children's Research Institute, Little Rock, AR, USA
| | - Beverly J Spray
- Department of Biostatistics, Arkansas Children's Research Institute, Little Rock, AR, USA
| | - Peter M Mourani
- Department of Pediatrics, Section of Critical Care Medicine, University of Arkansas for Medical Sciences and Arkansas Children's Research Institute, Little Rock, AR, USA
| | - Craig Porter
- Department of Pediatrics, Section of Developmental Nutrition, University of Arkansas for Medical Sciences and Arkansas Children's Research Institute, Little Rock, AR, USA
| | - R Thomas Collins
- Department of Pediatrics, Section of Cardiology, Stanford University School of Medicine and Lucile Packard Children's Hospital, Palo Alto, CA, USA
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Maddux AB, Mourani PM, Miller K, Carpenter TC, LaVelle J, Pyle LL, Watson RS, Bennett TD. Identifying Long-Term Morbidities and Health Trajectories After Prolonged Mechanical Ventilation in Children Using State All Payer Claims Data. Pediatr Crit Care Med 2022; 23:e189-e198. [PMID: 35250002 PMCID: PMC9058185 DOI: 10.1097/pcc.0000000000002909] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES To identify postdischarge outcome phenotypes and risk factors for poor outcomes using insurance claims data. DESIGN Retrospective cohort study. SETTING Single quaternary center. PATIENTS Children without preexisting tracheostomy who required greater than or equal to 3 days of invasive mechanical ventilation, survived the hospitalization, and had postdischarge insurance eligibility in Colorado's All Payer Claims Database. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We used unsupervised machine learning to identify functional outcome phenotypes based on claims data representative of postdischarge morbidities. We assessed health trajectory by comparing change in the number of insurance claims between quarters 1 and 4 of the postdischarge year. Regression analyses identified variables associated with unfavorable outcomes. The 381 subjects had median age 3.3 years (interquartile range, 0.9-12 yr), and 147 (39%) had a complex chronic condition. Primary diagnoses were respiratory (41%), injury (23%), and neurologic (11%). We identified three phenotypes: lower morbidity (n = 300), higher morbidity (n = 62), and 1-year nonsurvivors (n = 19). Complex chronic conditions most strongly predicted the nonsurvivor phenotype. Longer PICU stays and tracheostomy placement most strongly predicted the higher morbidity phenotype. Patients with high but improving postdischarge resource use were differentiated by high illness severity and long PICU stays. Patients with persistently high or increasing resource use were differentiated by complex chronic conditions and tracheostomy placement. CONCLUSIONS New morbidities are common after prolonged mechanical ventilation. Identifying phenotypes at high risk of postdischarge morbidity may facilitate prognostic enrichment 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 and Children’s Hospital Colorado, 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
| | - Kristen Miller
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO
| | - Todd C. Carpenter
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO
| | | | - Laura L. Pyle
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO
- Department of Biostatistics and Informatics, Colorado School of Public Health, Children’s Hospital Colorado, 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
| | - 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 Pediatrics, Section of Informatics and Data Science, University of Colorado School of Medicine, Children’s Hospital Colorado, Aurora, CO
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Yates AR, Berger JT, Reeder RW, Banks R, Mourani PM, Berg RA, Carcillo JA, Carpenter T, Hall MW, Meert KL, McQuillen PS, Pollack MM, Sapru A, Notterman DA, Holubkov R, Dean JM, Wessel DL. Characterization of Inhaled Nitric Oxide Use for Cardiac Indications in Pediatric Patients. Pediatr Crit Care Med 2022; 23:245-254. [PMID: 35200229 PMCID: PMC9058189 DOI: 10.1097/pcc.0000000000002917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Characterize the use of inhaled nitric oxide (iNO) for pediatric cardiac patients and assess the relationship between patient characteristics before iNO initiation and outcomes following cardiac surgery. DESIGN Observational cohort study. SETTING PICU and cardiac ICUs in seven Collaborative Pediatric Critical Care Research Network hospitals. PATIENTS Consecutive patients, less than 18 years old, mechanically ventilated before or within 24 hours of iNO initiation. iNO was started for a cardiac indication and excluded newborns with congenital diaphragmatic hernia, meconium aspiration syndrome, and persistent pulmonary hypertension, or when iNO started at an outside institution. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Four-hundred seven patients with iNO initiation based on cardiac dysfunction. Cardiac dysfunction patients were administered iNO for a median of 4 days (2-7 d). There was significant morbidity with 51 of 407 (13%) requiring extracorporeal membrane oxygenation and 27 of 407 (7%) requiring renal replacement therapy after iNO initiation, and a 28-day mortality of 46 of 407 (11%). Of the 366 (90%) survivors, 64 of 366 patients (17%) had new morbidity as assessed by Functional Status Scale. Among the postoperative cardiac surgical group (n = 301), 37 of 301 (12%) had a superior cavopulmonary connection and nine of 301 (3%) had a Fontan procedure. Based on echocardiographic variables prior to iNO (n = 160) in the postoperative surgical group, right ventricle dysfunction was associated with 28-day and hospital mortalities (both, p < 0.001) and ventilator-free days (p = 0.003); tricuspid valve regurgitation was only associated with ventilator-free days (p < 0.001), whereas pulmonary hypertension was not associated with mortality or ventilator-free days. CONCLUSIONS Pediatric patients in whom iNO was initiated for a cardiac indication had a high mortality rate and significant morbidity. Right ventricular dysfunction, but not the presence of pulmonary hypertension on echocardiogram, was associated with ventilator-free days and mortality.
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Affiliation(s)
- Andrew R. Yates
- Nationwide Children’s Hospital, The Ohio State University, Columbus, OH
| | | | | | | | - Peter M. Mourani
- Children’s Hospital Colorado, University of Colorado School of Medicine, Aurora, CO
| | - Robert A. Berg
- The Children’s Hospital of Philadelphia, Philadelphia, PA
| | | | - Todd Carpenter
- Children’s Hospital Colorado, University of Colorado School of Medicine, Aurora, CO
| | - Mark W. Hall
- Nationwide Children’s Hospital, The Ohio State University, Columbus, OH
| | - Kathleen L. Meert
- Children’s Hospital of Michigan, Detroit, Michigan; Central Michigan University, Mt. Pleasant, MI
| | | | | | - Anil Sapru
- Mattel Children’s Hospital, Los Angeles, CA
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Evans LL, Jensen AR, Meert KL, VanBuren JM, Richards R, Alvey JS, Carcillo JA, McQuillen PS, Mourani PM, Nance ML, Holubkov R, Pollack MM, Burd RS. All body region injuries are not equal: Differences in pediatric discharge functional status based on Abbreviated Injury Scale (AIS) body regions and severity scores. J Pediatr Surg 2022; 57:739-746. [PMID: 35090715 DOI: 10.1016/j.jpedsurg.2021.09.052] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 09/27/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE Functional outcomes have been proposed for assessing quality of pediatric trauma care. Outcomes assessments often rely on Abbreviated Injury Scale (AIS) severity scores to adjust for injury characteristics, but the relationship between AIS severity and functional impairment is unknown. This study's primary aim was to quantify functional impairment associated with increasing AIS severity scores within body regions. The secondary aim was to assess differences in impairment between body regions based on AIS severity. METHODS Children with serious (AIS≥ 3) isolated body region injuries enrolled in a multicenter prospective study were analyzed. The primary outcome was functional status at discharge measured using the Functional Status Scale (FSS). Discharge FSS was compared (1) within each body region across increasing AIS severity scores, and (2) between body regions for injuries with matching AIS scores. RESULTS The study included 266 children, with 16% having abnormal FSS at discharge. Worse FSS was associated with increasing AIS severity only for spine injuries. Abnormal FSS was observed in a greater proportion of head injury patients with a severely impaired initial Glasgow Coma Scale (GCS) (GCS< 9) compared to those with a higher GCS score (43% versus 9%; p < 0.01). Patients with AIS 3 extremity and severe head injuries had a higher proportion of abnormal FSS at discharge than AIS 3 abdomen or non-severe head injuries. CONCLUSIONS AIS severity does not account for variability in discharge functional impairment within or between body regions. Benchmarking based on functional status assessment requires clinical factors in addition to AIS severity for appropriate risk adjustment. LEVEL OF EVIDENCE 1 (Prognostic and Epidemiological).
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Affiliation(s)
- Lauren L Evans
- Department of Surgery, Division of Pediatric Surgery, UCSF Benioff Children's Hospital Oakland, 744 52nd Street, 4th Floor OPC2, Oakland CA 94609, United States
| | - Aaron R Jensen
- Department of Surgery, Division of Pediatric Surgery, UCSF Benioff Children's Hospital Oakland, 744 52nd Street, 4th Floor OPC2, Oakland CA 94609, United States.
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI 48201, United States
| | - John M VanBuren
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT 84108, United States
| | - Rachel Richards
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT 84108, United States
| | - Jessica S Alvey
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT 84108, United States
| | - Joseph A Carcillo
- Department of Critical Care Medicine and Pediatrics, Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - Patrick S McQuillen
- Department of Pediatrics, Benioff Children's Hospital, University of California San Francisco, San Francisco, CA
| | - Peter M Mourani
- Department of Pediatrics, Children's Hospital Colorado and University of Colorado School of Medicine, Aurora, CO
| | - Michael L Nance
- Division of Pediatric Surgery, Department of Surgery, Perelman School of Medicine at the University of Pennsylvania, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Richard Holubkov
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT 84108, United States
| | - Murray M Pollack
- Department of Pediatrics, Children's National Health System and the George Washington University School of Medicine and Health Sciences, Washington DC 20010, United States
| | - Randall S Burd
- Division of Trauma and Burn Surgery, Children's National Medical Center, Washington, DC 20010, United States
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Sutton RM, Wolfe HA, Reeder RW, Ahmed T, Bishop R, Bochkoris M, Burns C, Diddle JW, Federman M, Fernandez R, Franzon D, Frazier AH, Friess SH, Graham K, Hehir D, Horvat CM, Huard LL, Landis WP, Maa T, Manga A, Morgan RW, Nadkarni VM, Naim MY, Palmer CA, Schneiter C, Sharron MP, Siems A, Srivastava N, Tabbutt S, Tilford B, Viteri S, Berg RA, Bell MJ, Carcillo JA, Carpenter TC, Dean JM, Fink EL, Hall M, McQuillen PS, Meert KL, Mourani PM, Notterman D, Pollack MM, Sapru A, Wessel D, Yates AR, Zuppa AF. Effect of Physiologic Point-of-Care Cardiopulmonary Resuscitation Training on Survival With Favorable Neurologic Outcome in Cardiac Arrest in Pediatric ICUs: A Randomized Clinical Trial. JAMA 2022; 327:934-945. [PMID: 35258533 PMCID: PMC8905390 DOI: 10.1001/jama.2022.1738] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
IMPORTANCE Approximately 40% of children who experience an in-hospital cardiac arrest survive to hospital discharge. Achieving threshold intra-arrest diastolic blood pressure (BP) targets during cardiopulmonary resuscitation (CPR) and systolic BP targets after the return of circulation may be associated with improved outcomes. OBJECTIVE To evaluate the effectiveness of a bundled intervention comprising physiologically focused CPR training at the point of care and structured clinical event debriefings. DESIGN, SETTING, AND PARTICIPANTS A parallel, hybrid stepped-wedge, cluster randomized trial (Improving Outcomes from Pediatric Cardiac Arrest-the ICU-Resuscitation Project [ICU-RESUS]) involving 18 pediatric intensive care units (ICUs) from 10 clinical sites in the US. In this hybrid trial, 2 clinical sites were randomized to remain in the intervention group and 2 in the control group for the duration of the study, and 6 were randomized to transition from the control condition to the intervention in a stepped-wedge fashion. The index (first) CPR events of 1129 pediatric ICU patients were included between October 1, 2016, and March 31, 2021, and were followed up to hospital discharge (final follow-up was April 30, 2021). INTERVENTION During the intervention period (n = 526 patients), a 2-part ICU resuscitation quality improvement bundle was implemented, consisting of CPR training at the point of care on a manikin (48 trainings/unit per month) and structured physiologically focused debriefings of cardiac arrest events (1 debriefing/unit per month). The control period (n = 548 patients) consisted of usual pediatric ICU management of cardiac arrest. MAIN OUTCOMES AND MEASURES The primary outcome was survival to hospital discharge with a favorable neurologic outcome defined as a Pediatric Cerebral Performance Category score of 1 to 3 or no change from baseline (score range, 1 [normal] to 6 [brain death or death]). The secondary outcome was survival to hospital discharge. RESULTS Among 1389 cardiac arrests experienced by 1276 patients, 1129 index CPR events (median patient age, 0.6 [IQR, 0.2-3.8] years; 499 girls [44%]) were included and 1074 were analyzed in the primary analysis. There was no significant difference in the primary outcome of survival to hospital discharge with favorable neurologic outcomes in the intervention group (53.8%) vs control (52.4%); risk difference (RD), 3.2% (95% CI, -4.6% to 11.4%); adjusted OR, 1.08 (95% CI, 0.76 to 1.53). There was also no significant difference in survival to hospital discharge in the intervention group (58.0%) vs control group (56.8%); RD, 1.6% (95% CI, -6.2% to 9.7%); adjusted OR, 1.03 (95% CI, 0.73 to 1.47). CONCLUSIONS AND RELEVANCE In this randomized clinical trial conducted in 18 pediatric intensive care units, a bundled intervention of cardiopulmonary resuscitation training at the point of care and physiologically focused structured debriefing, compared with usual care, did not significantly improve patient survival to hospital discharge with favorable neurologic outcome among pediatric patients who experienced cardiac arrest in the ICU. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT02837497.
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Affiliation(s)
| | | | - Robert M Sutton
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia
| | - Heather A Wolfe
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia
| | - Ron W Reeder
- Department of Pediatrics, University of Utah, Salt Lake City
| | - Tageldin Ahmed
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit
| | - Robert Bishop
- Department of Pediatrics, University of Colorado School of Medicine, Children's Hospital Colorado, Aurora
| | - Matthew Bochkoris
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Candice Burns
- Department of Pediatrics, Washington University School of Medicine, St Louis, Missouri
| | - J Wesley Diddle
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Myke Federman
- Department of Pediatrics, Mattel Children's Hospital, University of California. Los Angeles
| | - Richard Fernandez
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus
| | - Deborah Franzon
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco
| | - Aisha H Frazier
- Department of Pediatrics, Nemours/Alfred I. duPont Hospital for Children and Thomas Jefferson University, Wilmington, Delaware
| | - Stuart H Friess
- Department of Pediatrics, Washington University School of Medicine, St Louis, Missouri
| | - Kathryn Graham
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia
| | - David Hehir
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia
- Department of Pediatrics, Nemours/Alfred I. duPont Hospital for Children and Thomas Jefferson University, Wilmington, Delaware
| | - Christopher M Horvat
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Leanna L Huard
- Department of Pediatrics, Mattel Children's Hospital, University of California. Los Angeles
| | - William P Landis
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia
| | - Tensing Maa
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus
| | - Arushi Manga
- Department of Pediatrics, Washington University School of Medicine, St Louis, Missouri
| | - Ryan W Morgan
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia
| | - Vinay M Nadkarni
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia
| | - Maryam Y Naim
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia
| | - Chella A Palmer
- Department of Pediatrics, University of Utah, Salt Lake City
| | - Carleen Schneiter
- Department of Pediatrics, University of Colorado School of Medicine, Children's Hospital Colorado, Aurora
| | - Matthew P Sharron
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Ashley Siems
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Neeraj Srivastava
- Department of Pediatrics, Mattel Children's Hospital, University of California. Los Angeles
| | - Sarah Tabbutt
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco
| | - Bradley Tilford
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit
| | - Shirley Viteri
- Department of Pediatrics, Nemours/Alfred I. duPont Hospital for Children and Thomas Jefferson University, Wilmington, Delaware
| | - Robert A Berg
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia
| | - Michael J Bell
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Joseph A Carcillo
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Todd C Carpenter
- Department of Pediatrics, University of Colorado School of Medicine, Children's Hospital Colorado, Aurora
| | - J Michael Dean
- Department of Pediatrics, University of Utah, Salt Lake City
| | - Ericka L Fink
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Mark Hall
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus
| | - Patrick S McQuillen
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit
| | - Peter M Mourani
- Department of Pediatrics, University of Colorado School of Medicine, Children's Hospital Colorado, Aurora
| | - Daniel Notterman
- Department of Molecular Biology, Princeton University, Princeton, New Jersey
| | - Murray M Pollack
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Anil Sapru
- Department of Pediatrics, Mattel Children's Hospital, University of California. Los Angeles
| | - David Wessel
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, Washington, DC
| | - Andrew R Yates
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus
| | - Athena F Zuppa
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia
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Tsitsiklis A, Osborne CM, Kamm J, Williamson K, Kalantar K, Dudas G, Caldera S, Lyden A, Tan M, Neff N, Soesanto V, Harris JK, Ambroggio L, Maddux AB, Carpenter TC, Reeder RW, Locandro C, Simões EAF, Leroue MK, Hall MW, Zuppa AF, Carcillo J, Meert KL, Sapru A, Pollack MM, McQuillen PS, Notterman DA, Dean JM, Zinter MS, Wagner BD, DeRisi JL, Mourani PM, Langelier CR. Lower respiratory tract infections in children requiring mechanical ventilation: a multicentre prospective surveillance study incorporating airway metagenomics. The Lancet Microbe 2022; 3:e284-e293. [PMID: 35544065 PMCID: PMC9446282 DOI: 10.1016/s2666-5247(21)00304-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 11/03/2021] [Accepted: 11/04/2021] [Indexed: 11/29/2022] Open
Affiliation(s)
- Alexandra Tsitsiklis
- Department of Medicine, Division of Infectious Diseases, University of California San Francisco, San Francisco, CA, USA
| | - Christina M Osborne
- Section of Critical Care Medicine, Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA; Section of Infectious Diseases, Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Jack Kamm
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Kayla Williamson
- Department of Biostatistics and Informatics, University of Colorado, Colorado School of Public Health, Aurora, CO, USA
| | | | - Gytis Dudas
- Gothenburg Global Biodiversity Centre, Gothenburg, Sweden
| | - Saharai Caldera
- Department of Medicine, Division of Infectious Diseases, University of California San Francisco, San Francisco, CA, USA; Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Amy Lyden
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | | | - Norma Neff
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Victoria Soesanto
- Department of Biostatistics and Informatics, University of Colorado, Colorado School of Public Health, Aurora, CO, USA
| | - J Kirk Harris
- Section of Pulmonary Medicine, Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Lilliam Ambroggio
- Section of Emergency Medicine, Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA; Section of Hospital Medicine, Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Aline B Maddux
- Section of Critical Care Medicine, Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Todd C Carpenter
- Section of Critical Care Medicine, Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Ron W Reeder
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Chris Locandro
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Eric A F Simões
- Section of Infectious Diseases, Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Matthew K Leroue
- Section of Critical Care Medicine, Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Mark W Hall
- Department of Pediatrics, Division of Critical Care Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Athena F Zuppa
- Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Joseph Carcillo
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA, USA
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, Detroit, MI, USA
| | - Anil Sapru
- Department of Pediatrics, University of California Los Angeles, Los Angeles, CA, USA
| | - Murray M Pollack
- Department of Pediatrics, Children's National Hospital and George Washington School of Medicine and Health Services, Washington, DC, USA
| | - Patrick S McQuillen
- Department of Pediatrics, University of California San Francisco, San Francisco, CA, USA
| | - Daniel A Notterman
- Department of Molecular Biology, Princeton University, Princeton, NJ, USA
| | - J Michael Dean
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Matt S Zinter
- Department of Pediatrics, University of California San Francisco, San Francisco, CA, USA
| | - Brandie D Wagner
- Department of Biostatistics and Informatics, University of Colorado, Colorado School of Public Health, Aurora, CO, USA
| | - Joseph L DeRisi
- Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, CA, USA; Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Peter M Mourani
- Section of Critical Care Medicine, Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA; Department of Pediatrics, Section of Critical Care Medicine, University of Arkansas for Medical Sciences and Arkansas Children's Hospital, Little Rock, AR, USA
| | - Charles R Langelier
- Department of Medicine, Division of Infectious Diseases, University of California San Francisco, San Francisco, CA, USA; Chan Zuckerberg Biohub, San Francisco, CA, USA.
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Suttle M, Hall MW, Pollack MM, Berg RA, McQuillen PS, Mourani PM, Sapru A, Carcillo JA, Startup E, Holubkov R, Notterman DA, Colville G, Meert KL. Post-Traumatic Growth in Parents following Their Child's Death in a Pediatric Intensive Care Unit. J Palliat Med 2022; 25:265-273. [PMID: 34612728 PMCID: PMC8861930 DOI: 10.1089/jpm.2021.0290] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Background: Although bereaved parents suffer greatly, some may experience positive change referred to as post-traumatic growth. Objective: Explore the extent to which parents perceive post-traumatic growth after their child's death in a pediatric intensive care unit (PICU), and associated factors. Design: Longitudinal parent survey conducted 6 and 13 months after a child's death. Surveys included the Post-traumatic Growth Inventory-Short Form (PTGI-SF), a 10-item measure with range of 0-50 where higher scores indicate more post-traumatic growth. Surveys also included the Inventory of Complicated Grief (ICG), the Patient Health Questionnaire-8 (PHQ-8) for depression, the Short Post-Traumatic Stress Disorder Rating Interview (SPRINT), a single item on perceived overall health, and sociodemographics. Setting/Subjects: One hundred fifty-seven parents of 104 children who died in 1 of 8 PICUs affiliated with the U.S. Collaborative Pediatric Critical Care Research Network. Results: Of participating parents, 62.4% were female, 71.6% White, 82.7% married, and 89.2% had at least a high school education. Mean PTGI-SF scores were 27.5 ± 12.52 (range 5-50) at 6 months and 28.6 ± 11.52 (range 2-49) at 13 months (p = 0.181). On multivariate modeling, higher education (compared with those not completing high school) and higher 6-month ICG scores (reflecting more complicated grief symptoms) were associated with lower 13-month PTGI-SF scores (p = 0.005 and 0.033, respectively). Conclusion: Parents bereaved by their child's PICU death perceive a moderate degree of post-traumatic growth in the first 13 months after the death however variability is wide. Education level and complicated grief symptoms may influence parents' perception of post-traumatic growth.
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Affiliation(s)
- Markita Suttle
- Department of Pediatrics, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Mark W. Hall
- Department of Pediatrics, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Murray M. Pollack
- Department of Pediatrics, Children's National Hospital, Washington, DC, USA
| | - Robert A. Berg
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Patrick S. McQuillen
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, San Francisco, California, USA
| | - Peter M. Mourani
- Department of Pediatrics, University of Arkansas for Medical Sciences, Arkansas Children's Research Institute, Little Rock, Arkansas, USA
| | - Anil Sapru
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, Los Angeles, California, USA
| | - Joseph A. Carcillo
- Department of Critical Care Medicine, Children's Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Emily Startup
- Department of Pediatrics, University of Utah, Salt Lake City, Utah, USA
| | - Richard Holubkov
- Department of Pediatrics, University of Utah, Salt Lake City, Utah, USA
| | - Daniel A. Notterman
- Department of Molecular Biology, Princeton University, Princeton, New Jersey, USA
| | - Gillian Colville
- St. George's University Hospitals National Health Service Foundation Trust, London, United Kingdom
| | - Kathleen L. Meert
- Department of Pediatrics, Children's Hospital of Michigan, Detroit, Michigan, USA.,Department of Pediatrics, Central Michigan University, Mt. Pleasant, Michigan, USA.,Address correspondence to: Kathleen L. Meert, MD, Department of Pediatrics, Children's Hospital of Michigan, 3901 Beaubien, Detroit, MI 48201, USA
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Bhalla AK, Klein MJ, Modesto I Alapont V, Emeriaud G, Kneyber MCJ, Medina A, Cruces P, Diaz F, Takeuchi M, Maddux AB, Mourani PM, Camilo C, White BR, Yehya N, Pappachan J, Di Nardo M, Shein S, Newth C, Khemani R. Mechanical power in pediatric acute respiratory distress syndrome: a PARDIE study. Crit Care 2022; 26:2. [PMID: 34980228 PMCID: PMC8722295 DOI: 10.1186/s13054-021-03853-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 12/01/2021] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND Mechanical power is a composite variable for energy transmitted to the respiratory system over time that may better capture risk for ventilator-induced lung injury than individual ventilator management components. We sought to evaluate if mechanical ventilation management with a high mechanical power is associated with fewer ventilator-free days (VFD) in children with pediatric acute respiratory distress syndrome (PARDS). METHODS Retrospective analysis of a prospective observational international cohort study. RESULTS There were 306 children from 55 pediatric intensive care units included. High mechanical power was associated with younger age, higher oxygenation index, a comorbid condition of bronchopulmonary dysplasia, higher tidal volume, higher delta pressure (peak inspiratory pressure-positive end-expiratory pressure), and higher respiratory rate. Higher mechanical power was associated with fewer 28-day VFD after controlling for confounding variables (per 0.1 J·min-1·Kg-1 Subdistribution Hazard Ratio (SHR) 0.93 (0.87, 0.98), p = 0.013). Higher mechanical power was not associated with higher intensive care unit mortality in multivariable analysis in the entire cohort (per 0.1 J·min-1·Kg-1 OR 1.12 [0.94, 1.32], p = 0.20). But was associated with higher mortality when excluding children who died due to neurologic reasons (per 0.1 J·min-1·Kg-1 OR 1.22 [1.01, 1.46], p = 0.036). In subgroup analyses by age, the association between higher mechanical power and fewer 28-day VFD remained only in children < 2-years-old (per 0.1 J·min-1·Kg-1 SHR 0.89 (0.82, 0.96), p = 0.005). Younger children were managed with lower tidal volume, higher delta pressure, higher respiratory rate, lower positive end-expiratory pressure, and higher PCO2 than older children. No individual ventilator management component mediated the effect of mechanical power on 28-day VFD. CONCLUSIONS Higher mechanical power is associated with fewer 28-day VFDs in children with PARDS. This association is strongest in children < 2-years-old in whom there are notable differences in mechanical ventilation management. While further validation is needed, these data highlight that ventilator management is associated with outcome in children with PARDS, and there may be subgroups of children with higher potential benefit from strategies to improve lung-protective ventilation. TAKE HOME MESSAGE Higher mechanical power is associated with fewer 28-day ventilator-free days in children with pediatric acute respiratory distress syndrome. This association is strongest in children <2-years-old in whom there are notable differences in mechanical ventilation management.
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Affiliation(s)
- Anoopindar K Bhalla
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital Los Angeles, Los Angeles, CA, USA.
- Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
| | - Margaret J Klein
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital Los Angeles, Los Angeles, CA, USA
| | | | - Guillaume Emeriaud
- Pediatric Intensive Care Unit, CHU Sainte-Justine, Department of Pediatrics, Université de Montréal, Montreal, Canada
| | - Martin C J Kneyber
- Division of Paediatric Critical Care Medicine, Department of Paediatrics, University Medical Center Groningen, Beatrix Children's Hospital, University of Groningen, Groningen, The Netherlands
- Critical Care, Anaesthesiology, Peri-Operative & Emergency Medicine (CAPE), University of Groningen, Groningen, The Netherlands
| | - Alberto Medina
- Hospital Universitario Central de Asturias, Oviedo, Spain
| | - Pablo Cruces
- Centro de Investigación de Medicina Veterinaria, Escuela de Medicina Veterinaria, Facultad de Ciencias de la Vida, Universidad Andres Bello, Santiago, Chile
- Departamento de Pediatría, Unidad de Paciente Crítico Pediátrico, Hospital El Carmen de Maipú, Santiago, Chile
| | - Franco Diaz
- Instituto de Ciencias e Innovación ed Medicina (ICIM), Universidad del Desarrollo, Santiago, Chile
- Hospital Clínico La Florida, Santiago, Chile
| | - Muneyuki Takeuchi
- Department of Intensive Care Medicine, Osaka Women's and Children's Hospital, Osaka, Japan
| | - Aline B Maddux
- Pediatric Critical Care, University of Colorado School of Medicine, Aurora, CO, USA
- Children's Hospital Colorado, Aurora, CO, USA
| | - Peter M Mourani
- Arkansas Children's Hospital, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | | | | | - Nadir Yehya
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - John Pappachan
- Paediatric Intensive Care Unit, University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Faculty of Medicine, University of Southampton, Southampton, UK
| | - Matteo Di Nardo
- Pediatric Intensive Care Unit, Children's Hospital Bambino Gesù, IRCCS, Rome, Italy
| | - Steven Shein
- Division of Pediatric Critical Care Medicine, Rainbow Babies and Children's Hospital, Cleveland, OH, USA
| | - Christopher Newth
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital Los Angeles, Los Angeles, CA, USA
- Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Robinder Khemani
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital Los Angeles, Los Angeles, CA, USA
- Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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Millar MM, Olson LM, VanBuren JM, Richards R, Pollack MM, Holubkov R, Berg RA, Carcillo JA, McQuillen PS, Meert KL, Mourani PM, Burd RS. Incentive delivery timing and follow-up survey completion in a prospective cohort study of injured children: a randomized experiment comparing prepaid and postpaid incentives. BMC Med Res Methodol 2021; 21:233. [PMID: 34706653 PMCID: PMC8549144 DOI: 10.1186/s12874-021-01421-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 09/22/2021] [Indexed: 11/24/2022] Open
Abstract
Background Retaining participants over time is a frequent challenge in research studies evaluating long-term health outcomes. This study’s objective was to compare the impact of prepaid and postpaid incentives on response to a six-month follow-up survey. Methods We conducted an experiment to compare response between participants randomized to receive either prepaid or postpaid cash card incentives within a multisite study of children under 15 years in age who were hospitalized for a serious, severe, or critical injury. Participants were parents or guardians of enrolled children. The primary outcome was survey response. We also examined whether demographic characteristics were associated with response and if incentive timing influenced the relationship between demographic characteristics and response. We evaluated whether incentive timing was associated with the number of calls needed for contact. Results The study enrolled 427 children, and parents of 420 children were included in this analysis. Follow-up survey response did not differ according to the assigned treatment arm, with the percentage of parents responding to the survey being 68.1% for the prepaid incentive and 66.7% with the postpaid incentive. Likelihood of response varied by demographics. Spanish-speaking parents and parents with lower income and lower educational attainment were less likely to respond. Parents of Hispanic/Latino children and children with Medicaid insurance were also less likely to respond. We found no relationship between the assigned incentive treatment and the demographics of respondents compared to non-respondents. Conclusions Prepaid and postpaid incentives can obtain similar participation in longitudinal pediatric critical care outcomes research. Incentives alone do not ensure retention of all demographic subgroups. Strategies for improving representation of hard-to-reach populations are needed to address health disparities and ensure the generalizability of studies using these results. Supplementary Information The online version contains supplementary material available at 10.1186/s12874-021-01421-8.
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Affiliation(s)
- Morgan M Millar
- Department of Internal Medicine, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT, 84132, USA.
| | - Lenora M Olson
- Department of Pediatrics, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT, 84108, USA
| | - John M VanBuren
- Department of Pediatrics, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT, 84108, USA
| | - Rachel Richards
- Department of Pediatrics, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT, 84108, USA
| | - Murray M Pollack
- Department of Pediatrics, Children's National Health System and the George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Richard Holubkov
- Department of Pediatrics, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT, 84108, USA
| | - Robert A Berg
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Joseph A Carcillo
- Department of Critical Care Medicine and Pediatrics, Children's Hospital of Pittsburgh, Pittsburgh, PA, USA
| | - Patrick S McQuillen
- Department of Pediatrics, Benioff Children's Hospital, University of California San Francisco, San Francisco, CA, USA
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, 3901 Beaubien, Detroit, MI 48201 and, Central Michigan University, Mt. Pleasant, MI, USA.,Central Michigan University, Mt. Pleasant, MI, USA
| | - Peter M Mourani
- Department of Pediatrics, Children's Hospital Colorado and University of Colorado School of Medicine, Aurora, CO, USA
| | - Randall S Burd
- Division of Trauma and Burn Surgery, Children's National Medical Center, 111 Michigan Ave NW, Washington, DC, 20010, USA
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Geva A, Patel MM, Newhams MM, Young CC, Son MBF, Kong M, Maddux AB, Hall MW, Riggs BJ, Singh AR, Giuliano JS, Hobbs CV, Loftis LL, McLaughlin GE, Schwartz SP, Schuster JE, Babbitt CJ, Halasa NB, Gertz SJ, Doymaz S, Hume JR, Bradford TT, Irby K, Carroll CL, McGuire JK, Tarquinio KM, Rowan CM, Mack EH, Cvijanovich NZ, Fitzgerald JC, Spinella PC, Staat MA, Clouser KN, Soma VL, Dapul H, Maamari M, Bowens C, Havlin KM, Mourani PM, Heidemann SM, Horwitz SM, Feldstein LR, Tenforde MW, Newburger JW, Mandl KD, Randolph AG. Data-driven clustering identifies features distinguishing multisystem inflammatory syndrome from acute COVID-19 in children and adolescents. EClinicalMedicine 2021; 40:101112. [PMID: 34485878 PMCID: PMC8405351 DOI: 10.1016/j.eclinm.2021.101112] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 08/11/2021] [Accepted: 08/13/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Multisystem inflammatory syndrome in children (MIS-C) consensus criteria were designed for maximal sensitivity and therefore capture patients with acute COVID-19 pneumonia. METHODS We performed unsupervised clustering on data from 1,526 patients (684 labeled MIS-C by clinicians) <21 years old hospitalized with COVID-19-related illness admitted between 15 March 2020 and 31 December 2020. We compared prevalence of assigned MIS-C labels and clinical features among clusters, followed by recursive feature elimination to identify characteristics of potentially misclassified MIS-C-labeled patients. FINDINGS Of 94 clinical features tested, 46 were retained for clustering. Cluster 1 patients (N = 498; 92% labeled MIS-C) were mostly previously healthy (71%), with mean age 7·2 ± 0·4 years, predominant cardiovascular (77%) and/or mucocutaneous (82%) involvement, high inflammatory biomarkers, and mostly SARS-CoV-2 PCR negative (60%). Cluster 2 patients (N = 445; 27% labeled MIS-C) frequently had pre-existing conditions (79%, with 39% respiratory), were similarly 7·4 ± 2·1 years old, and commonly had chest radiograph infiltrates (79%) and positive PCR testing (90%). Cluster 3 patients (N = 583; 19% labeled MIS-C) were younger (2·8 ± 2·0 y), PCR positive (86%), with less inflammation. Radiographic findings of pulmonary infiltrates and positive SARS-CoV-2 PCR accurately distinguished cluster 2 MIS-C labeled patients from cluster 1 patients. INTERPRETATION Using a data driven, unsupervised approach, we identified features that cluster patients into a group with high likelihood of having MIS-C. Other features identified a cluster of patients more likely to have acute severe COVID-19 pulmonary disease, and patients in this cluster labeled by clinicians as MIS-C may be misclassified. These data driven phenotypes may help refine the diagnosis of MIS-C.
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Affiliation(s)
- Alon Geva
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston,
These authors contributed equally to this work. A complete list of members and affiliations is provided in the Supplementary Appendix. MA, USA - Computational Health Informatics Program, Boston Children's Hospital, Boston, MA
- Department of Anaesthesia, Harvard Medical School, Boston, MA, USA
| | - Manish M. Patel
- COVID-19 Response, Centers for Disease Control and Prevention, Atlanta, GA, USA
- Influenza Division, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Margaret M. Newhams
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston,
These authors contributed equally to this work. A complete list of members and affiliations is provided in the Supplementary Appendix. MA, USA
| | - Cameron C. Young
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston,
These authors contributed equally to this work. A complete list of members and affiliations is provided in the Supplementary Appendix. MA, USA
| | - Mary Beth F. Son
- Department of Pediatrics, Division of Immunology, Boston Children's Hospital, Boston, MA, USA
| | - Michele Kong
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Aline B. Maddux
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Mark W. Hall
- Division of Critical Care Medicine, Department of Pediatrics, Nationwide Children's Hospital, Columbus, OH, USA
| | - Becky J. Riggs
- Department of Anesthesiology and Critical Care Medicine; Division of Pediatric Anesthesiology & Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Aalok R. Singh
- Pediatric Critical Care Division, Maria Fareri Children's Hospital at Westchester Medical Center and New York Medical College, Valhalla, NY, USA
| | - John S. Giuliano
- Department of Pediatrics, Division of Critical Care, Yale University School of Medicine, New Haven, CT, USA
| | - Charlotte V. Hobbs
- Department of Pediatrics, Division of Disease; Microbiology; University of Mississippi Medical Center, Jackson, MS, USA
| | - Laura L. Loftis
- Section of Critical Care Medicine, Department of Pediatrics, Texas Children's Hospital, Houston, TX, USA
| | - Gwenn E. McLaughlin
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Stephanie P. Schwartz
- Department of Pediatrics, University of North Carolina at Chapel Hill Children's Hospital, Chapel Hill, NC, USA
| | - Jennifer E. Schuster
- Division of Pediatric Infectious Disease, Department of Pediatrics, Children's Mercy Kansas City, Kansas City, MO, USA
| | | | - Natasha B. Halasa
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Shira J. Gertz
- Division of Pediatric Critical Care, Department of Pediatrics, Saint Barnabas Medical Center, Livingston, NJ, USA
| | - Sule Doymaz
- Division of Pediatric Critical Care, Department of Pediatrics, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - Janet R. Hume
- Division of Pediatric Critical Care, University of Minnesota Masonic Children's Hospital, Minneapolis, MN, USA
| | - Tamara T. Bradford
- Department of Pediatrics, Division of Cardiology, Louisiana State University Health Sciences Center and Children's Hospital of New Orleans, New Orleans, LA, USA
| | - Katherine Irby
- Section of Pediatric Critical Care, Department of Pediatrics, Arkansas Children's Hospital, Little Rock, AR, USA
| | | | - John K. McGuire
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Seattle Children's Hospital and the University of Washington, Seattle, WA, USA
| | - Keiko M. Tarquinio
- Division of Critical Care Medicine, Department of Pediatrics, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Courtney M. Rowan
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Indiana University School of Medicine, Riley Hospital for Children, Indianapolis, IN, USA
| | - Elizabeth H. Mack
- Division of Pediatric Critical Care Medicine, Medical University of South Carolina, Charleston, SC, USA
| | | | - Julie C. Fitzgerald
- Division of Critical Care, Department of Anesthesiology and Critical Care, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Philip C. Spinella
- Division of Critical Care, Department of Pediatrics, Washington University School of Medicine in St Louis, St Louis, MO, USA
| | - Mary A. Staat
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Katharine N. Clouser
- Department of Pediatrics, Hackensack Meridian School of Medicine, Hackensack, NJ, USA
| | - Vijaya L. Soma
- Department of Pediatrics, Division of Infectious Diseases, New York University Grossman School of Medicine and Hassenfeld Children's Hospital, New York, NY, USA
| | - Heda Dapul
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, New York University Grossman School of Medicine and Hassenfeld Children's Hospital, New York, NY, USA
| | - Mia Maamari
- Department of Pediatrics, Division of Critical Care Medicine, University of Texas Southwestern, Children's Health Medical Center Dallas, TX, USA
| | - Cindy Bowens
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, University of Louisville, and Norton Children's Hospital, Louisville, KY, USA
| | - Kevin M. Havlin
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, Central Michigan University, Detroit, MI, USA
| | - Peter M. Mourani
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, USA
| | - Sabrina M. Heidemann
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, Central Michigan University, Detroit, MI, USA
| | - Steven M. Horwitz
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Leora R. Feldstein
- COVID-19 Response, Centers for Disease Control and Prevention, Atlanta, GA, USA
- Influenza Division, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Mark W. Tenforde
- COVID-19 Response, Centers for Disease Control and Prevention, Atlanta, GA, USA
- Influenza Division, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Jane W. Newburger
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
| | - Kenneth D. Mandl
- Computational Health Informatics Program, Boston Children's Hospital, Boston, MA
- Departments of Biomedical Informatics and Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Adrienne G. Randolph
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston,
These authors contributed equally to this work. A complete list of members and affiliations is provided in the Supplementary Appendix. MA, USA - Departments of Anaesthesia and Pediatrics, Harvard Medical School, Boston, MA, USA
- Corresponding author at: Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Bader 634, 300 Longwood Avenue, Boston, MA 02115, USA.
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Maddux AB, Mourani PM, Banks R, Reeder RW, Pollack MM, Berg RA, Meert KL, McQuillen PS, Yates AR, Notterman DA, Berger JT. Inhaled Nitric Oxide Use and Outcomes in Critically Ill Children With a History of Prematurity. Respir Care 2021; 66:1549-1559. [PMID: 34552014 PMCID: PMC8810581 DOI: 10.4187/respcare.08766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Inhaled nitric oxide (INO) is used to treat hypoxic respiratory failure without clear evidence of benefit. Future trials to evaluate its use will be designed based on an understanding of the populations in which this therapy is provided and with outcomes based on patient characteristics, for example, a history of premature birth. METHODS This was a multi-center prospective observational study that evaluated subjects in the pediatric ICU who were treated with INO for a respiratory indication, excluding those treated in the neonatal ICU or treated for birth-related disease. We used logistic regression to evaluate characteristics associated with mortality and duration of mechanical ventilation. Specifically, we compared subjects born early preterm (<32 weeks post-conceptual age), late preterm (32-37 weeks post-conceptual age), and full term. RESULTS A total of 163 children (median age [interquartile range], 1.8 [0.7-6.0] y) were included, 41 (25.2%) had a history of preterm birth (18 born early preterm and 23 born late preterm). INO was initiated for less-severe lung disease in the early preterm versus late preterm versus full-term subjects (median mean airway pressures, 16 vs 19 vs 19 cm H2O; P = .03), although the oxygenation index and oxygenation saturation index did not differ. The early preterm subjects had more ventilator-free days (median, 18.0, 7.0, 4.5 d; P = .02) and lower 28-d mortality (0, 26.1, 32.0%; P = .007). Lower respiratory tract disease, but not a history of prematurity, was independently associated with lower mortality. CONCLUSIONS INO was used differently in early preterm subjects. Clinical trials that evaluate INO use should have standardized oxygenation deficit thresholds for initiation of therapy and should consider stratifying by early preterm status.
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Affiliation(s)
- Aline B Maddux
- Children's Hospital Colorado, University of Colorado School of Medicine, Aurora, Colorado.
| | - Peter M Mourani
- Arkansas Children's Hospital, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | | | | | | | - Robert A Berg
- The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | | | | | - Andrew R Yates
- Nationwide Children's Hospital, The Ohio State University, Columbus, Ohio
| | - Daniel A Notterman
- Department of Molecular Biology, Princeton University, Princeton, New Jersey
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Mick E, Tsitsiklis A, Spottiswoode N, Caldera S, Serpa PH, Detweiler AM, Neff N, Pisco AO, Li LM, Retallack H, Ratnasiri K, Williamson KM, Soesanto V, Simões EAF, Kistler A, Wagner BD, DeRisi JL, Ambroggio L, Mourani PM, Langelier CR. Upper airway gene expression reveals a more robust innate and adaptive immune response to SARS-CoV-2 in children compared with older adults. Res Sq 2021:rs.3.rs-784784. [PMID: 34462739 PMCID: PMC8404906 DOI: 10.21203/rs.3.rs-784784/v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2023]
Abstract
Unlike other respiratory viruses, SARS-CoV-2 disproportionately causes severe disease in older adults and only rarely in children. To investigate whether differences in the upper airway immune response could contribute to this disparity, we compared nasopharyngeal gene expression in 83 children (<19-years-old; 38 with SARS-CoV-2, 11 with other respiratory viruses, 34 with no virus) and 154 adults (>40-years-old; 45 with SARS-CoV-2, 28 with other respiratory viruses, 81 with no virus). Expression of interferon-stimulated genes (ISGs) was robustly activated in both children and adults with SARS-CoV-2 compared to the respective non-viral groups, with only relatively subtle distinctions. Children, however, demonstrated markedly greater upregulation of pathways related to B cell and T cell activation and proinflammatory cytokine signaling, including TNF, IFNγ, IL-2 and IL-4 production. Cell type deconvolution confirmed greater recruitment of B cells, and to a lesser degree macrophages, to the upper airway of children. Only children exhibited a decrease in proportions of ciliated cells, the primary target of SARS-CoV-2, upon infection with the virus. These findings demonstrate that children elicit a more robust innate and adaptive immune response to SARS-CoV-2 infection in the upper airway that likely contributes to their protection from severe disease in the lower airway.
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Affiliation(s)
- Eran Mick
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Division of Pulmonary and Critical Care Medicine, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Alexandra Tsitsiklis
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Natasha Spottiswoode
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Saharai Caldera
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Paula Hayakawa Serpa
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | | | - Norma Neff
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | | | - Lucy M. Li
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Hanna Retallack
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | | | - Kayla M. Williamson
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Victoria Soesanto
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Eric A. F. Simões
- Department of Pediatrics, Children’s Hospital Colorado and University of Colorado, Aurora, CO, USA
| | - Amy Kistler
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Brandie D. Wagner
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
- Department of Pediatrics, Children’s Hospital Colorado and University of Colorado, Aurora, CO, USA
| | - Joseph L. DeRisi
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | - Lilliam Ambroggio
- Department of Pediatrics, Children’s Hospital Colorado and University of Colorado, Aurora, CO, USA
| | - Peter M. Mourani
- Department of Pediatrics, Children’s Hospital Colorado and University of Colorado, Aurora, CO, USA
| | - Charles R. Langelier
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
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50
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Burd RS, Jensen AR, VanBuren JM, Richards R, Holubkov R, Pollack MM, Berg RA, Carcillo JA, Carpenter TC, Dean JM, Gaines B, Hall MW, McQuillen PS, Meert KL, Mourani PM, Nance ML, Yates AR. Factors Associated With Functional Impairment After Pediatric Injury. JAMA Surg 2021; 156:e212058. [PMID: 34076684 DOI: 10.1001/jamasurg.2021.2058] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Importance Short- and long-term functional impairment after pediatric injury may be more sensitive for measuring quality of care compared with mortality alone. The characteristics of injured children and adolescents who are at the highest risk for functional impairment are unknown. Objective To evaluate categories of injuries associated with higher prevalence of impaired functional status at hospital discharge among children and adolescents and to estimate the number of those with injuries in these categories who received treatment at pediatric trauma centers. Design, Setting, and Participants This prospective cohort study (Assessment of Functional Outcomes and Health-Related Quality of Life After Pediatric Trauma) included children and adolescents younger than 15 years who were hospitalized with at least 1 serious injury at 1 of 7 level 1 pediatric trauma centers from March 2018 to February 2020. Exposure At least 1 serious injury (Abbreviated Injury Scale score, ≥3 [scores range from 1 to 6, with higher scores indicating more severe injury]) classified into 9 categories based on the body region injured and the presence of a severe traumatic brain injury (Glasgow Coma Scale score <9 or Glasgow Coma Scale motor score <5). Main Outcomes and Measures New domain morbidity defined as a 2 points or more change in any of 6 domains (mental status, sensory, communication, motor function, feeding, and respiratory) measured using the Functional Status Scale (FSS) (scores range from 1 [normal] to 5 [very severe dysfunction] for each domain) in each injury category at hospital discharge. The estimated prevalence of impairment associated with each injury category was assessed in the population of seriously injured children and adolescents treated at participating sites. Results This study included a sample of 427 injured children and adolescents (271 [63.5%] male; median age, 7.2 years [interquartile range, 2.5-11.7 years]), 74 (17.3%) of whom had new FSS domain morbidity at discharge. The proportion of new FSS domain morbidity was highest among those with multiple injured body regions and severe head injury (20 of 24 [83.3%]) and lowest among those with an isolated head injury of mild or moderate severity (1 of 84 [1.2%]). After adjusting for oversampling of specific injuries in the study sample, 749 of 5195 seriously injured children and adolescents (14.4%) were estimated to have functional impairment at hospital discharge. Children and adolescents with extremity injuries (302 of 749 [40.3%]) and those with severe traumatic brain injuries (258 of 749 [34.4%]) comprised the largest proportions of those estimated to have impairment at discharge. Conclusions and Relevance In this cohort study, most injured children and adolescents returned to baseline functional status by hospital discharge. These findings suggest that functional status assessments can be limited to cohorts of injured children and adolescents at the highest risk for impairment.
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Affiliation(s)
- Randall S Burd
- Division of Trauma and Burn Surgery, Children's National Medical Center, Washington, DC
| | - Aaron R Jensen
- University of California San Francisco Benioff Children's Hospital Oakland, Oakland
| | - John M VanBuren
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City
| | - Rachel Richards
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City
| | - Richard Holubkov
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City
| | - Murray M Pollack
- Department of Pediatrics, Children's National Health System and the George Washington University School of Medicine and Health Sciences, Washington, DC
| | | | - Robert A Berg
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Joseph A Carcillo
- Department of Critical Care Medicine and Pediatrics, Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Todd C Carpenter
- Department of Pediatrics, Children's Hospital Colorado and University of Colorado School of Medicine, Aurora
| | - J Michael Dean
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City
| | - Barbara Gaines
- Division of Pediatric General and Thoracic Surgery, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Mark W Hall
- Division of Critical Care Medicine, Department of Pediatrics, Nationwide Children's Hospital, Columbus, Ohio
| | - Patrick S McQuillen
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Wayne State University, Detroit.,Central Michigan University, Mt Pleasant
| | - Peter M Mourani
- Arkansas Children's Research Institute, Arkansas Children's Hospital, Little Rock
| | - Michael L Nance
- Division of Pediatric Trauma, Department of Surgery, College of Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Andrew R Yates
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus
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