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Aydin EY, Garber M, Stocking CK, Pringle C, Irazuzta J. Bronchiolitis: Impact of Age and Etiology on Morbidity and Mortality in Previously Healthy Critically Ill Children. Clin Pediatr (Phila) 2025; 64:887-893. [PMID: 39707589 DOI: 10.1177/00099228241303600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2024]
Abstract
This retrospective, multicenter observational study analyzed data from 257 children under 2 years old admitted with viral bronchiolitis to pediatric intensive care units (PICU) at Wolfson Children's Hospital and UFHealth Shands Children's Hospital from January 2020 to March 2022. The study explores viral etiologies and their associations with hospital length of stay (H-LOS), PICU length of stay (P-LOS), and severity markers and scores. Younger age was associated with longer H-LOS and P-LOS (P < .001). Respiratory syncytial virus (RSV) was associated with younger age but not with H-LOS when controlled for age. RSV's impact on H-LOS varied by age (P = .018). Markers of severity did not differ between patients infected with RSV versus those without RSV, or in patients with co-infection versus single infection. In our population, pSOFA performed better than PELOD-2 in disease severity assessment.
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Affiliation(s)
- Elber Yuksel Aydin
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, College of Medicine, University of Florida, Jacksonville, FL, USA
| | - Matthew Garber
- Division of Hospital Medicine, Department of Pediatrics, College of Medicine, University of Florida, Jacksonville, FL, USA
| | | | - Charlene Pringle
- College of Medicine, Department of Pediatrics, Critical Care Medicine, University of Florida, Gainesville, FL, USA
| | - Jose Irazuzta
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, College of Medicine, University of Florida, Jacksonville, FL, USA
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Kavilapurapu A, Lalitha AV, Ghosh S. Role of Proton Pump Inhibitor as Stress Ulcer Prophylaxis in Sick Children: A Randomized Controlled Trial. Indian Pediatr 2025; 62:407-413. [PMID: 40214942 DOI: 10.1007/s13312-025-00035-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Accepted: 01/30/2025] [Indexed: 05/27/2025]
Abstract
OBJECTIVE To evaluate the efficacy of intravenous pantoprazole as a stress ulcer prophylaxis in sick children to prevent gastrointestinal (GI) bleeding. METHODS A randomized controlled trial included children aged one-month to 18 years requiring intensive care. Participants were randomly assigned to receive intravenous pantoprazole or a placebo (normal saline) daily. The primary outcome was the incidence of GI bleeding (clinically significant or overt). Secondary outcomes were the median time of onset of GI bleeding, incidence of ventilator-associated pneumonia (VAP), duration of hospitalization, organ dysfunction scores, and all-cause mortality. RESULTS A total of 151 and 150 children were allocated to group A (pantoprazole) and group B (placebo), respectively. No significant difference was observed in the incidence of GI bleeding between the groups (group A: 21/151 vs group B: 19/150 [RR (95% CI) 1.03 (0.18, 5.82), P = 0.985]. Comparable results were observed for clinically significant GI bleeding (1.3% vs 0.6%; RR (95% CI) 0.54 (0.21, 1.28); P = 0.653 and overt GI bleeding [12.6% vs 12%; RR (95% CI) 0.98 (0.39, 2.23); P value = 0.313]. On multivariate analysis, there was a reduced incidence of GI bleeding in children with coagulopathy in pantoprazole group (n = 29) as compared to placebo (n = 25) [RR (95%CI) 0.52 (0.32, 0.87); P = 0.022]. CONCLUSION Among critically ill children, pantoprazole prophylaxis did not reduce the incidence of gastrointestinal bleeding, although, a notable decrease in gastrointestinal bleeding was observed in children with coagulopathy. TRIALS REGISTRY Clinical Trials Registry of India, Ref no: CTRI/2021/08/035785, Date of registration:18th August 2021.
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Affiliation(s)
- Ananya Kavilapurapu
- Department of Pediatric Critical Care, St. John's Medical College and Hospital, Bengaluru, Karnataka, India
| | - A V Lalitha
- Department of Pediatric Critical Care, St. John's Medical College and Hospital, Bengaluru, Karnataka, India.
| | - Santu Ghosh
- Department of Biostatistics, St. John's Medical College and Hospital, Bengaluru, Karnataka, India
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3
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Grunwell JR, Stephenson ST, Dallalio GA, Diani BA, Zaworski C, Jordan N, Fitzpatrick AM. Development of an acute lung injury model for drug testing. Sci Rep 2025; 15:17703. [PMID: 40399348 PMCID: PMC12095525 DOI: 10.1038/s41598-025-02078-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2025] [Accepted: 05/12/2025] [Indexed: 05/23/2025] Open
Abstract
A challenge that limits our understanding of the underlying pathobiology of pediatric acute respiratory distress syndrome (PARDS) is the lack of a preclinical airway model that can be leveraged for the study of mechanisms and specific molecules for drug testing. We developed a physiologic model system of the small airways for mechanistic application in PARDS using a co-culture of primary human-derived small airway epithelial cells (SAECs) cultured at the air-liquid interface and umbilical vein endothelial cells in a transwell system. The model was validated by exposing the SAECs to a rhinovirus infection, to an inflammatory lung insult using a mixture of cytokines found in ARDS (cytomix), and to airway fluid samples from children with different severity strata of PARDS. We used a combination of transepithelial electrical resistance, immunofluorescence confocal microscopy of tight junctions, targeted gene expression, and cytokine responses to evaluate the model to the aforementioned insults. We then use the model in drug testing and show the reduction in IL-6 expression in conditioned media and STAT3 phosphorylation following co-treatment of SAECs with cytomix and the Janus kinase inhibitor (JAKi) baricitinib. This model enables mechanistic studies of airway pathobiology and may serve as a novel drug testing platform for PARDS.
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Affiliation(s)
- Jocelyn R Grunwell
- Division of Critical Care Medicine, Children's Healthcare of Atlanta, Arthur M. Blank Hospital, 2220 North Druid Hills Rd NE, Atlanta, GA, 30329, USA.
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA.
| | - Susan T Stephenson
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Gail A Dallalio
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Badiallo A Diani
- Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA
| | - Celena Zaworski
- Division of Critical Care Medicine, Children's Healthcare of Atlanta, Arthur M. Blank Hospital, 2220 North Druid Hills Rd NE, Atlanta, GA, 30329, USA
| | - Natalie Jordan
- Division of Critical Care Medicine, Children's Healthcare of Atlanta, Arthur M. Blank Hospital, 2220 North Druid Hills Rd NE, Atlanta, GA, 30329, USA
| | - Anne M Fitzpatrick
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
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Amar S, Acedo SM, Rodríguez-Tubio S, Olalla C, De Ángeles C, Zamorano JÁ, Pérez R, Ramírez B, López-Herce J, González R. Magnesium disturbances in critically ill children. Sci Rep 2025; 15:17620. [PMID: 40399454 PMCID: PMC12095480 DOI: 10.1038/s41598-025-02288-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2025] [Accepted: 05/12/2025] [Indexed: 05/23/2025] Open
Abstract
To analyse the prevalence of magnesium disturbances in children admitted to the Paediatric Intensive Care Unit (PICU) and its relationship with complications and mortality. Single-center, observational, retrospective study. Children with measured serum magnesium levels were included. Clinical, analytical, treatment data, clinical severity scores (Functional Status Scale, Paediatric Risk of Mortality, Paediatric Logistic Organ Dysfunction and Paediatric Multiple Organ Dysfunction Score) at admission and during PICU admission, mortality and duration of admission were recorded. A cohort of 200 children (57% male) with a median age of 55 months (interquartile range 8 months to 11 years) were included. Six children (3%) presented initial hypomagnesemia and 26 (13%) presented hypomagnesemia during admission. Hypomagnesemia during admission was significantly associated with the presence of acute kidney injury (AKI) (p = 0.038), shock (p = 0.003), and extracorporeal membrane oxygenation (ECMO) (p = 0.046). Patients with hypomagnesemia had a higher mortality (15.4% versus 1.7%) (p = 0.006). 64 children (32%) presented initial hypermagnesemia, and 89 (44.5%) presented hypermagnesemia during admission. Hypermagnesemia during admission was significantly associated with heart surgery (p < 0.001), without significant differences in mortality (p = 0.702). Hypomagnesemia and hypermagnesemia are common among children admitted to the PICU. Hypomagnesemia during admission was associated with AKI, shock, ECMO and mortality. Hypermagnesemia during admission was associated with cardiac surgery but not with mortality.
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Affiliation(s)
- Selma Amar
- Mother and Child and Public Health Department, School of Medicine, Complutense University of Madrid, Madrid, Spain
| | - Sofia Martín Acedo
- Mother and Child and Public Health Department, School of Medicine, Complutense University of Madrid, Madrid, Spain
| | - Santiago Rodríguez-Tubio
- Paediatric Intensive Care Unit, Gregorio Marañón General University Hospital, Calle Dr. Castelo 47, 28009, Madrid, Spain
| | - Claudia Olalla
- Paediatric Intensive Care Unit, Gregorio Marañón General University Hospital, Calle Dr. Castelo 47, 28009, Madrid, Spain
| | - Cristina De Ángeles
- Paediatric Intensive Care Unit, Gregorio Marañón General University Hospital, Calle Dr. Castelo 47, 28009, Madrid, Spain
| | - José Ángel Zamorano
- Heart Surgery Department, Gregorio Marañón General University Hospital, Madrid, Spain
| | - Rosario Pérez
- Heart Surgery Department, Gregorio Marañón General University Hospital, Madrid, Spain
| | - Blanca Ramírez
- Heart Surgery Department, Gregorio Marañón General University Hospital, Madrid, Spain
| | - Jesús López-Herce
- Mother and Child and Public Health Department, School of Medicine, Complutense University of Madrid, Madrid, Spain.
- Paediatric Intensive Care Unit, Gregorio Marañón General University Hospital, Calle Dr. Castelo 47, 28009, Madrid, Spain.
- Primary Care Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Development Origin Network (RICORS); RD21/0012/0011, Carlos III Health Institute, Madrid, Spain.
| | - Rafael González
- Mother and Child and Public Health Department, School of Medicine, Complutense University of Madrid, Madrid, Spain.
- Paediatric Intensive Care Unit, Gregorio Marañón General University Hospital, Calle Dr. Castelo 47, 28009, Madrid, Spain.
- Primary Care Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Development Origin Network (RICORS); RD21/0012/0011, Carlos III Health Institute, Madrid, Spain.
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Pi D, Wong JJM, Nay Yaung K, Khoo NKH, Poh SL, Wasser M, Kumar P, Arkachaisri T, Xu F, Tan HL, Mok YH, Yeo JG, Albani S. Clinical and mechanistic relevance of high-dimensionality analysis of the paediatric sepsis immunome. Front Immunol 2025; 16:1569096. [PMID: 40433376 PMCID: PMC12106532 DOI: 10.3389/fimmu.2025.1569096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2025] [Accepted: 04/15/2025] [Indexed: 05/29/2025] Open
Abstract
Background By employing a high-dimensionality approach, this study aims to identify mechanistically relevant cellular immune signatures that predict poor outcomes. Methods This prospective study recruited 39 children with sepsis admitted to the intensive care unit and 19 healthy age-matched children. Peripheral blood mononuclear cells were studied with mass cytometry. Unique cell subsets were identified in the paediatric sepsis immunome and depicted with t-distributed stochastic neighbour embedding (tSNE) plots. Network analysis was performed to quantify interactions between immune subsets. Enriched immune subsets were included in a model for distinguishing sepsis and validated by flow cytometry in an independent cohort. Results The median (interquartile range) age and paediatric sequential organ failure assessment (pSOFA) score in this cohort was 5.6(2.0, 11.3) years and 6.6 (IQR: 2.5, 10.1), respectively. High-dimensionality analyses of the immunome in sepsis revealed a loss of coordinated communication between immune subsets, particularly a loss of regulatory/inhibitory interaction between cell types, fewer interactions between cell subsets, and fewer negatively correlated edges than controls. Four independent immune subsets (CD45RA-CX3CR1+CTLA4+CD4+ T cells, CD45RA-17A+CD4+ T cells CD15+CD14+ monocytes, and Ki67+ B cells) were increased in sepsis and provide a predictive model for diagnosis with area under the receiver operating characteristic curve, AUC 0.90 (95% confidence interval, CI 0.82-0.98) in the discovery cohort and AUC 0.94 (95% CI 0.83-1.00) in the validation cohort. Conclusion The sepsis immunome is deranged with loss of regulatory/inhibitory interactions. Four immune subsets increased in sepsis could be used in a model for diagnosis and prediction of poor outcomes.
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Affiliation(s)
- Dandan Pi
- Department of Paediatric Intensive Care Unit, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Chongqing, China
- Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
- Translational Immunology Institute, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Judith Ju Ming Wong
- Translational Immunology Institute, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
- Children’s Intensive Care Unit, Department of Pediatric Subspecialties, KK Women’s and Children’s Hospital, Singapore, Singapore
- Paediatrics Academic Clinical Programme, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Katherine Nay Yaung
- Translational Immunology Institute, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
- Paediatrics Academic Clinical Programme, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Nicholas Kim Huat Khoo
- Translational Immunology Institute, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
- Paediatrics Academic Clinical Programme, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Su Li Poh
- Translational Immunology Institute, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Martin Wasser
- Translational Immunology Institute, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
- Paediatrics Academic Clinical Programme, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Pavanish Kumar
- Translational Immunology Institute, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
- Paediatrics Academic Clinical Programme, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Thaschawee Arkachaisri
- Translational Immunology Institute, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
- Paediatrics Academic Clinical Programme, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
- Rheumatology and Immunology Service, Department of Pediatric Subspecialties, KK Women’s and Children’s Hospital, Singapore, Singapore
| | - Feng Xu
- Department of Paediatric Intensive Care Unit, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Chongqing, China
- Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
| | - Herng Lee Tan
- Respiratory Therapy Service, Division of Allied Health Specialties, KK Women’s and Children’s Hospital, Singapore, Singapore
| | - Yee Hui Mok
- Children’s Intensive Care Unit, Department of Pediatric Subspecialties, KK Women’s and Children’s Hospital, Singapore, Singapore
- Paediatrics Academic Clinical Programme, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Joo Guan Yeo
- Translational Immunology Institute, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
- Paediatrics Academic Clinical Programme, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
- Rheumatology and Immunology Service, Department of Pediatric Subspecialties, KK Women’s and Children’s Hospital, Singapore, Singapore
| | - Salvatore Albani
- Translational Immunology Institute, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
- Paediatrics Academic Clinical Programme, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
- Rheumatology and Immunology Service, Department of Pediatric Subspecialties, KK Women’s and Children’s Hospital, Singapore, Singapore
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Badke CM, Wang A, Daniels LA, Sanchez-Pinto LN. Validation of Pediatric Sequential Organ Failure Assessment (pSOFA) Scores to Predict Critical Events in the Pediatric Intensive Care Unit. J Intensive Care Med 2025; 40:565-570. [PMID: 39784114 DOI: 10.1177/08850666241307630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
Abstract
Objective: To determine the prognostic value of the Pediatric Sequential Organ Failure Assessment (pSOFA) to discriminate critical events, including code events and intubations, in the pediatric intensive care unit (PICU). Methods: We performed an observational cohort study of all critical events in a quaternary care PICU between 5/2020 and 4/2023. Critical events were extracted from our hospital communications platform and from the electronic health record (EHR). The pediatric sequential organ failure assessment (pSOFA) scores were prospectively calculated in real-time in our EHR every 15 min during the study period for data-driven situational awareness and were retrospectively analyzed for this study. Each encounter was divided into 6-h time blocks and we assessed the performance of the highest pSOFA score in each block at discriminating the occurrence of a critical event in the subsequent block. Results:There were 5687 unique patient encounters included in the analysis. Critical events were identified in 578 out of 169 486 time blocks (prevalence 0.3%), which included 103 code events and 498 intubation events, in 392 unique PICU encounters. The total pSOFA score in a 6-h time block was significantly associated with a subsequent code event (odds ratio [OR] 1.19, 95% CI 1.13-1.24) or intubation (OR 1.13, 95% CI 1.10-1.15). Several organ-specific pSOFA subscores were also significantly associated with the outcomes. Area under the receiver operating characteristic curve (AUROC) for the total pSOFA score was 0.67 for a code event and 0.65 for intubation. Using a pSOFA score cutoff of ≥8, the positive predictive value was 0.8% and the negative predictive value was 99.7% for any critical event. Conclusions: The pSOFA score is significantly associated with critical events in the PICU, however, it does not have adequate performance to be used for situational awareness by itself.
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Affiliation(s)
- Colleen M Badke
- Division of Critical Care Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Stanley Manne Children's Research Institute, Chicago, IL, USA
| | - Austin Wang
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Latasha A Daniels
- Division of Critical Care Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - L Nelson Sanchez-Pinto
- Division of Critical Care Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Stanley Manne Children's Research Institute, Chicago, IL, USA
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Blatz AM, Wilson-Costello D, Rotta AT, Pradhan S, Shein SL. Trends in Neuropharmacological Medications Over Time in Mechanically Ventilated Nonsurgical Patients Aged Younger Than 3 Years. Hosp Pediatr 2025; 15:e186-e193. [PMID: 40294912 DOI: 10.1542/hpeds.2024-007960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 01/10/2025] [Indexed: 04/30/2025]
Abstract
OBJECTIVE Children who require mechanical ventilation (MV) often receive neuropharmacological agents for analgosedation, although the US Food & Drug Administration has warned that some agents may be neurotoxic in young children. We have previously reported concurrent increases in neuropharmacological agent prescription and usage of rehabilitative services in children with bronchiolitis who received MV. We now aim to assess for similar trends in a more heterogeneous population. METHODS With institutional review board approval, we queried the Pediatric Health Information Systems (PHIS) database for children aged younger than 36 months with receipt of MV for at least 2 days between 2006 and 2020 and (nonneonatal) intensive care unit admission. Surgical patients were identified by operating room charges and were excluded. Data extracted included demographics, neuropharmacological agents prescribed for at least 2 days, billing for services that evaluate and treat neurological morbidity (eg, physical therapy, swallow evaluation), and clinical outcomes. Temporal trends were analyzed using simple linear regression, Kruskal-Wallis rank-sum testing was used to compare years, and P < .01 defined statistical significance. RESULTS Among 52 633 patients, the median (IQR) age was 0.4 (0.1-1.2) years, and 56.9% were male. The proportion of children prescribed at least 5 different drugs/drug classes increased significantly from 29.8% in 2006 to 42.4% in 2020. Drugs with significantly increased prescription from 2006 to 2020, respectively, included antipsychotics (1.2% to 6.1%), clonidine (2.4% to 22.1%), dexmedetomidine (4.2% to 57.1%), ketamine (7.9% to 17.0%), methadone (18.5% to 20.7%), and propofol (4.1% to 9.7%). Drugs with significantly decreased prescription included chloral hydrate (18.8% to 3.3%), midazolam (71.6% to 51.1%), and pentobarbital (5.8% to 1.7%). Usage of at least 2 morbidity-related services significantly increased (24.5% in 2006 to 60.6% in 2020). Mortality decreased significantly (12.5% in 2006 to 10.2% in 2020). CONCLUSIONS Among young, nonsurgical pediatric intensive care unit patients who received MV, there have been concurrent increases in prescription of several neuropharmacological agents and services related to neurologic morbidity. Prospective studies are needed to evaluate the causes and effects of these changes in practice.
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Affiliation(s)
- Allison M Blatz
- Center for Biostatistics and Clinical Epidemiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, UH Rainbow Babies & Children's Hospital, Cleveland, Ohio
- Department of Pediatrics, Division of Critical Care Medicine, Nemours Children's Health/A.I. duPont Hospital for Children, Wilmington, Delaware
| | - Deanne Wilson-Costello
- Department of Pediatrics, Division of Neonatology, UH Rainbow Babies & Children's Hospital, Cleveland, Ohio
| | - Alexandre T Rotta
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, Duke University Medical Center, Durham, North Carolina
| | - Sarah Pradhan
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, UH Rainbow Babies & Children's Hospital, Cleveland, Ohio
- The Hospital for Sick Children, The Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Steven L Shein
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, UH Rainbow Babies & Children's Hospital, Cleveland, Ohio
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Insley EM, Geneslaw AS, Choudhury TA, Sen AI. Reducing Chest Compression Pauses During Pediatric ECPR. J Intensive Care Med 2025; 40:495-502. [PMID: 39632576 DOI: 10.1177/08850666241301023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2024]
Abstract
Objective: To quantify chest compression (CC) pauses during pediatric ECPR (CPR incorporating ECMO) and implement sustainable quality improvement (QI) initiatives to reduce CC pauses during ECMO cannulation. Methods: We retrospectively identified baseline CC pause characteristics during pediatric ECPR events (pre-intervention), deployed QI interventions to reduce CC pause length, and then prospectively quantified CC pause metrics post-QI interventions (post-intervention). Data were gathered from a single center review of CC-pause characteristics in children less than 18 years old with a PICU ECPR arrest. QI Interventions included: (1) sharing baseline CC data with ECPR stakeholders, (2) establishing consensus among providers regarding areas for improvement, and (3) creating a communication aid to encourage counting CC pauses out loud. Multidisciplinary ECPR simulations allowed for practice of these skills. Using telemetry data, CC pause metrics were analyzed in the medical (CPR before cannulation) and surgical (CPR during ECMO cannulation, demarcated by the sterile draping of the patient) phases of ECPR, pre- and post-intervention. Results: Pre-intervention, 11 ECPR events (5 central cannulation, 6 peripheral cannulation) met inclusion criteria compared with 14 ECPR events (2 central, 12 peripheral) post-intervention. Pre-intervention analysis identified longer CC pauses and lower chest compression fraction (CCF) during the surgical versus medical phase of ECPR. Compared to pre-intervention data, CCF during the surgical phase of ECPR improved from 66% to 81% (73-85%) post-intervention (P = .02). Median CC pause length was significantly reduced from 20 s pre-intervention to 10.5 (9-13) seconds post-intervention (P = .01). There was no change in the surgical phase of ECPR duration (44 min pre- vs 41 min post-intervention, P = .8) or survival to hospital discharge (45% vs 21%, P = .4). Conclusion: Simple and feasible communication interventions during ECPR can minimize CC pauses, increase CCF and improve CPR quality without prolonging the time needed for ECMO cannulation.
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Affiliation(s)
- Elena M Insley
- Department of Pediatrics, Columbia University Irving Medical Center, NewYork-Presbyterian Morgan Stanley Children's Hospital, New York, NY, USA
| | - Andrew S Geneslaw
- Department of Pediatrics, Columbia University Irving Medical Center, NewYork-Presbyterian Morgan Stanley Children's Hospital, New York, NY, USA
| | - Tarif A Choudhury
- Department of Pediatrics, Columbia University Irving Medical Center, NewYork-Presbyterian Morgan Stanley Children's Hospital, New York, NY, USA
| | - Anita I Sen
- Department of Pediatrics, Columbia University Irving Medical Center, NewYork-Presbyterian Morgan Stanley Children's Hospital, New York, NY, USA
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Thadani S, Jujjavarapu HV, Silos C, Gist KM, Srivaths P, Typpo K, Horvat C, Bell MJ, Fuhrman DY, Arikan AA. Net Fluid Balance Impacts Pediatric Continuous Renal Replacement Therapy Liberation. Crit Care Med 2025; 53:e1033-e1044. [PMID: 40099924 DOI: 10.1097/ccm.0000000000006636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
Abstract
OBJECTIVES The optimal fluid management strategy on continuous renal replacement therapy (CRRT) is unknown for critically ill children. The pace of ultrafiltration has been highlighted as a risk predictor for adverse outcomes in adult cohorts. Whether CRRT can cause dialytrauma through excessive ultrafiltration rates (UFRs) in children is undetermined. Although fluid overload (FO) at CRRT start has been associated with adverse outcomes, net fluid balance (NFB) on CRRT has not been investigated as a predictor for renal recovery. DESIGN Retrospective cohort study. SETTING Two quaternary PICUs. PATIENTS OR SUBJECTS Children and young adults admitted between 2/2014 and 2/2020 at two quaternary pediatric hospitals who received CRRT. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Three hundred and seventy-one patients were included in this study with the median age of 85 months (interquartile range [IQR] 17-172), 180 (50%) were female. Three hundred and forty-five (96%) had acute kidney injury at CRRT start, 102 (28%) patients had FO > 15%. The median NFB on day 1 was 0.33 mL/kg/hr (-0.43 to 1.18), day 2 was -0.14 mL/kg/hr (-0.72 to 0.52), and day 3 was -0.24 mL/kg/hr (-0.85 to 0.42). Patients with a preserved urine output (UOP) greater than 0.3 mL/kg/hr over the study period had 5.6 more CRRT-free days and had decreased odds of major adverse kidney events at 30 days (MAKE-30). A NFB between -4.46 and -0.305 mL/kg/hr was independently associated with more CRRT-free days (β 2.90 [0.24-5.56]) and decreased odds of MAKE-30 (adjusted odds ratio 0.41 [0.22-0.79]). CONCLUSIONS Ultrafiltration practices in children receiving CRRT are substantially different compared to adult cohorts. Patients with a more positive NFB had fewer CRRT-free days. Preservation of UOP was associated with more CRRT-free days. Whether UFR causes direct dialytrauma in critically ill children through impairment of organ perfusion and hemodynamics require further study to allow personalization of CRRT prescriptions to improve outcomes.
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Affiliation(s)
- Sameer Thadani
- Department of Pediatrics, Division of Critical Care Medicine, Baylor College of Medicine, Houston, TX
- Department of Pediatrics, Division of Nephrology, Baylor College of Medicine, Houston, TX
| | | | - Christin Silos
- Department of Pediatrics, Division of Nephrology, Baylor College of Medicine, Houston, TX
| | - Katja M Gist
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Poyyapakkam Srivaths
- Department of Pediatrics, Division of Nephrology, Baylor College of Medicine, Houston, TX
| | - Katri Typpo
- Department of Pediatrics, Division of Critical Care Medicine, Baylor College of Medicine, Houston, TX
| | - Christopher Horvat
- Department of Critical Care Medicine, Division of Pediatric Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - Michael J Bell
- Department of Critical Care Medicine, Children's National Hospital, Washington DC
| | - Dana Y Fuhrman
- Department of Critical Care Medicine, Division of Pediatric Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
- Department of Pediatrics, Division of Nephrology, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
- The Center for Critical Care Nephrology, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Ayse Akcan Arikan
- Department of Pediatrics, Division of Critical Care Medicine, Baylor College of Medicine, Houston, TX
- Department of Pediatrics, Division of Nephrology, Baylor College of Medicine, Houston, TX
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10
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Feeney EV, Khalil EA, Gaines BA, Spinella PC, Leeper CM. Expanding beyond trauma: Characterizing low titer group O whole blood (LTOWB) use in children requiring massive transfusion protocol activation. Transfusion 2025; 65 Suppl 1:S173-S180. [PMID: 40292836 PMCID: PMC12035991 DOI: 10.1111/trf.18203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2024] [Revised: 02/27/2025] [Accepted: 02/27/2025] [Indexed: 04/30/2025]
Abstract
INTRODUCTION Data regarding low titer group O whole blood (LTOWB) use for hemostatic resuscitation is largely derived from trauma cohorts; studies regarding its use in uninjured pediatric patients are lacking. METHODS The blood bank database from a single academic pediatric hospital with a massive transfusion protocol (MTP) allowing the use of LTOWB for any severe bleeding etiology was queried between 2016 and 2023. Pediatric (age <18 years) recipients of LTOWB were included; injured children were excluded. Data recorded included demographics, bleeding etiology, blood volumes, mortality (24-h and in-hospital), organ dysfunction, and, when available, posttransfusion biochemical markers of hemolysis. RESULTS Of 112 recipients of LTOWB, 16 met inclusion criteria. Median (IQR) age was 13 years (8-16) and 8/16 (50%) were male. MTP was most often activated on the day of admission (median (IQR) = day 0 (0-1)), and the bleeding etiology was variable, including perioperative (8/16; 50%), gastrointestinal bleed (5/16; 31%), and extracorporeal membrane oxygenation (ECMO) cannulation (3/16; 19%). The median (IQR) weight-adjusted volume of LTOWB transfused was 19 (10-26) mL/kg, and most children (13/16; 81%) received component blood products in addition to LTOWB. The 24-h mortality rate was 25% (4/16) and in-hospital mortality was 44% (7/16). The most common complication was AKI (10/16; 63%). There were no significant differences in biochemical hemolysis markers between group O (n = 7) and non-group O (n = 9) LTOWB recipients at any time point (p = .07-.99). CONCLUSIONS LTOWB use was feasible in the resuscitation of children with various bleeding etiologies requiring massive transfusion. Larger prospective investigations are needed to inform guidelines for optimal use in this cohort. LEVEL OF EVIDENCE Retrospective Observational Study.
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Affiliation(s)
- Erin V. Feeney
- Department of SurgeryUniversity of PittsburghPittsburghPennsylvaniaUSA
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11
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Patel K, Lin TK, Clark JB, Ceneviva GD, Imundo JR, Spear D, Kunselman AR, Thomas NJ, Myers JL, Ündar A. Randomized Trial of Pulsatile and Nonpulsatile Flow in Cyanotic and Acyanotic Congenital Heart Surgery. World J Pediatr Congenit Heart Surg 2025; 16:329-337. [PMID: 39711070 PMCID: PMC12012287 DOI: 10.1177/21501351241288835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 09/12/2024] [Indexed: 12/24/2024]
Abstract
BackgroundThe study objective was to determine the impact of cardiopulmonary bypass perfusion modalities on cerebral hemodynamics and clinical outcomes in congenital cardiac surgery patients stratified by acyanotic versus cyanotic heart disease.MethodsA total of 159 pediatric (age <18 years) cardiac surgery patients were prospectively randomized to pulsatile or nonpulsatile cardiopulmonary bypass and stratified by type of congenital heart disease: acyanotic versus cyanotic. Intraoperative cerebral gaseous microemboli counts and middle cerebral artery pulsatility index were assessed. Organ injury was quantified by Pediatric Logistic Organ Dysfunction-2 (PELOD-2) score at 24, 48, and 72 h postoperatively. Additional outcomes included Pediatric Risk of Mortality-3 score, vasoactive-inotropic score, duration of mechanical ventilation, intensive care and hospital length of stay, and 180-day mortality. Heterogenous variance linear models (ie, ANOVA and mixed models) and χ2 tests were used to compare groups for continuous and categorical variables, respectively.ResultsWithin congenital heart disease subgroups, patients randomized to nonpulsatile versus pulsatile bypass had similar preoperative and operative characteristics. While the intraoperative pulsatility index was higher in the pulsatile subset of both acyanotic and cyanotic groups (P < .05), regional cerebral oxygen saturation, mean arterial pressure, and gaseous microemboli counts were similar. Postoperative PELOD-2 scores decreased at similar rates in the acyanotic and cyanotic subgroups regardless of the perfusion modality utilized. There were also no significant between-group differences in the additional postoperative outcomes by perfusion modality in either acyanotic or cyanotic groups.ConclusionsDespite patients undergoing pulsatile cardiopulmonary bypass experiencing a more physiologic pulsatility index in both acyanotic and cyanotic groups, no significant differences in cerebral hemodynamics or clinical outcomes were appreciated.
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Affiliation(s)
- Krishna Patel
- Penn State Hershey Pediatric Cardiovascular Research Center, Penn State College of Medicine, Hershey, PA, USA
- Division of Pediatric Cardiology, Department of Pediatrics, Penn State College of Medicine, Hershey, PA, USA
- Department of Surgery, Penn State College of Medicine, Hershey, PA, USA
| | - Tracie K. Lin
- Penn State Hershey Pediatric Cardiovascular Research Center, Penn State College of Medicine, Hershey, PA, USA
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Virginia Children's Hospital, Charlottesville, VA, USA
| | - Joseph B. Clark
- Penn State Hershey Pediatric Cardiovascular Research Center, Penn State College of Medicine, Hershey, PA, USA
- Division of Pediatric Cardiology, Department of Pediatrics, Penn State College of Medicine, Hershey, PA, USA
- Department of Surgery, Penn State College of Medicine, Hershey, PA, USA
| | - Gary D. Ceneviva
- Penn State Hershey Pediatric Cardiovascular Research Center, Penn State College of Medicine, Hershey, PA, USA
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Penn State College of Medicine, Hershey, PA, USA
| | - Jason R. Imundo
- Penn State Hershey Pediatric Cardiovascular Research Center, Penn State College of Medicine, Hershey, PA, USA
- Division of Pediatric Cardiology, Department of Pediatrics, Penn State College of Medicine, Hershey, PA, USA
| | - Debra Spear
- Penn State Hershey Pediatric Cardiovascular Research Center, Penn State College of Medicine, Hershey, PA, USA
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Penn State College of Medicine, Hershey, PA, USA
| | - Allen R. Kunselman
- Penn State Hershey Pediatric Cardiovascular Research Center, Penn State College of Medicine, Hershey, PA, USA
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, USA
| | - Neal J. Thomas
- Penn State Hershey Pediatric Cardiovascular Research Center, Penn State College of Medicine, Hershey, PA, USA
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Penn State College of Medicine, Hershey, PA, USA
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, USA
| | - John L. Myers
- Penn State Hershey Pediatric Cardiovascular Research Center, Penn State College of Medicine, Hershey, PA, USA
- Division of Pediatric Cardiology, Department of Pediatrics, Penn State College of Medicine, Hershey, PA, USA
- Department of Surgery, Penn State College of Medicine, Hershey, PA, USA
| | - Akif Ündar
- Penn State Hershey Pediatric Cardiovascular Research Center, Penn State College of Medicine, Hershey, PA, USA
- Division of Pediatric Cardiology, Department of Pediatrics, Penn State College of Medicine, Hershey, PA, USA
- Department of Surgery, Penn State College of Medicine, Hershey, PA, USA
- Department of Biomedical Engineering, College of Engineering, The Pennsylvania State University, University Park, PA, USA
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12
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López-Fernández YM, Martínez-de-Azagra A, Reyes-Domínguez SB, Gómez-Zamora A, Herrera-Castillo L, Coca-Pérez A, Parrilla-Parrilla J, Medina A, García-Iñiguez JP, Brezmes-Raposo M, Hernández-Yuste A, Llorente de la Fuente AM, Ibarra de la Rosa I, León-González JS, Trastoy-Quintela J, Arjona-Villanueva D, González-Martín JM, Szakmany T, Villar J. The Prevalence and Outcome of Acute Hypoxemic Respiratory Failure (PANDORA) Study in Mechanically Ventilated Children: Prospective Multicenter Epidemiology in Spain, 2019-2021. Pediatr Crit Care Med 2025:00130478-990000000-00486. [PMID: 40277417 DOI: 10.1097/pcc.0000000000003743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/26/2025]
Abstract
OBJECTIVES To describe the epidemiology and outcome of children with acute hypoxemic respiratory failure (AHRF) and/or pediatric acute respiratory distress syndrome (PARDS). DESIGN Prospective, observational study in six nonconsecutive 2-month blocks form October 2019 to September 2021. SETTING A network of 22 PICUs in Spain. PATIENTS Consecutive children (7 d to 15 yr old) with a diagnosis of AHRF, defined by Pao2/Fio2 ratio less than or equal to 300 mm Hg, who needed invasive mechanical ventilation (IMV) using positive end-expiratory pressure (PEEP) greater than or equal to 5 cm H2O and Fio2 greater than or equal to 0.3. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS The primary outcomes were AHRF prevalence and PICU mortality. The secondary outcomes were the prevalence of IMV with PARDS (IMV-PARDS) and the use of adjunctive therapies. There were 6545 PICU admissions: 1374 (21%) underwent IMV and 181 (2.8%) had AHRF. Ninety-one patients (1.4% of PICU admissions, 6.6% of IMV cases, and 50.3% of AHRF cases) met the Second Pediatric Acute Lung Injury Consensus Conference IMV-PARDS criteria. At baseline, mean (± sd) tidal volume was 7.4 ± 1.8 mL/kg ideal body weight, PEEP 8.4 ± 3.1 cm H2O, Fio2 0.68 ± 0.23, and plateau pressure 25.7 ± 6.3 cm H2O. Unlike patients with PARDS, adjunctive therapies were used infrequently in non-PARDS AHRF patients. AHRF patients without PARDS had more ventilator-free days than PARDS patients (16.4 ± 9.4 vs. 11.2 ± 10.5; p = 0.002). All-cause PICU mortality in AHRF cases was higher in PARDS vs. non-PARDS patients (30.8% [95% CI, 21.5-41.3] vs. (14.4% [95% CI, 7.9-23.4]; p = 0.01). CONCLUSIONS In our 2019-2021 PICU population, the prevalence of AHRF is 2.8% of IMV cases. Of such patients, the prevalence of PARDS was 50.3%, and there was a 30.8% mortality, which was higher than in cases of AHRF without PARDS.
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Affiliation(s)
- Yolanda M López-Fernández
- Pediatric Intensive Care Unit, Department of Pediatrics, Cruces University Hospital, Biocruces-Bizkaia Health Research Institute, Bizkaia, Spain
| | | | - Susana B Reyes-Domínguez
- Pediatric Intensive Care Unit, Department of Pediatrics, Arrixaca University Hospital, Murcia, Spain
| | - Ana Gómez-Zamora
- Pediatric Intensive Care Unit, Department of Pediatrics, Hospital Universitario La Paz, Madrid, Spain
| | - Laura Herrera-Castillo
- Pediatric Intensive Care Department, Gregorio Marañón University Hospital, Gregorio Marañón Health Research Institute, Madrid, Spain
| | - Ana Coca-Pérez
- Pediatric Intensive Care Unit, Department of Pediatrics, Ramon y Cajal University Hospital, Madrid, Spain
| | - Julio Parrilla-Parrilla
- Pediatric Intensive Care Unit, Department of Pediatrics, Virgen del Rocío University Hospital, Seville, Spain
| | - Alberto Medina
- Pediatric Intensive Care Unit, Department of Pediatrics, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - Juan P García-Iñiguez
- Pediatric Intensive Care Unit, Department of Pediatrics, Miguel Servet University Hospital, Aragón Health Research Institute, Zaragoza, Spain
| | - Marta Brezmes-Raposo
- Pediatric Intensive Care Unit, Department of Pediatrics, Hospital Clínico Universitario, Valladolid, Spain
| | - Alexandra Hernández-Yuste
- Pediatric Intensive Care Unit, Department of Pediatrics, Hospital Regional Universitario de Málaga, Málaga, Spain
| | | | - Ignacio Ibarra de la Rosa
- Pediatric Intensive Care Unit, Department of Pediatrics, Reina Sofía University Hospital, Cordoba, Spain
| | - José S León-González
- Pediatric Intensive Care Unit, Complejo Hospitalario Universitario Ntra. Sra. de Candelaria, Santa Cruz de Tenerife, Tenerife, Spain
| | - Javier Trastoy-Quintela
- Pediatric Intensive Care Unit, Department of Pediatrics, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain
| | - David Arjona-Villanueva
- Pediatric Intensive Care Unit, Department of Pediatrics, Complejo Hospitalario Universitario de Toledo, Toledo, Spain
| | - Jesús M González-Martín
- Department of Pediatrics, CIBER de Enfermedades respiratorias, Instituto de Salud Carlos III, Madrid, Spain
- Research Unit, Department of Pediatrics, Hospital Universitario Dr. Negrín, Las Palmas de Gran Canaria, Spain
| | - Tamas Szakmany
- Department of Anesthesia, Intensive Care and Pain Medicine, Cardiff University, Cardiff, United Kingdom
| | - Jesús Villar
- Department of Pediatrics, CIBER de Enfermedades respiratorias, Instituto de Salud Carlos III, Madrid, Spain
- Research Unit at Hospital Universitario Dr. Negrín, Fundación Canaria Instituto de Investigación Sanitaria de Canarias, Las Palmas de Gran Canaria, Spain
- Li Ka Shing Knowledge Institute at St. Michael's Hospital, Toronto, ON, Canada
- Faculty of Health Sciences, Universidad del Atlántico Medico, Las Palmas, Spain
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13
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Goswami S, Gist KM, Bjornstad P, Ciccia E, Deep A, Gelbart B, Menon S, Marinari E, Ollberding NJ, Qutob D, Seo J, Soranno DE, Van Wyk B, Starr MC. Hyperglycemia and kidney outcomes in critically ill children and young adults on continuous kidney replacement therapy. Pediatr Nephrol 2025:10.1007/s00467-025-06777-3. [PMID: 40272476 DOI: 10.1007/s00467-025-06777-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Revised: 03/27/2025] [Accepted: 03/28/2025] [Indexed: 04/25/2025]
Abstract
BACKGROUND There are limited studies evaluating hyperglycemia in children treated with continuous kidney replacement therapy (CKRT). We evaluated the association of hyperglycemia with kidney outcomes in critically ill children treated with CKRT for acute kidney injury (AKI) or fluid overload. METHODS Secondary analysis of the multicenter retrospective observational Worldwide Exploration of Renal Replacement Outcomes Collaborative in Kidney Disease (WE-ROCK) study (34 centers, 9 countries). Primary exposure was hyperglycemia on days 0-7 of CKRT (average serum glucose of ≥ 150 mg/dL). Average serum glucose < 150 mg/dL was defined as euglycemic. We stratified the hyperglycemic group with cut-offs ≥ 180 mg/dL, ≥ 200 mg/dL, or ≥ 250 mg/dL. The primary outcome was MAKE-90 (death by 90 days or persistent kidney dysfunction [> 125% baseline serum creatinine, or dialysis dependence]). RESULTS Of 985 participants, 48% (473) had average serum glucose > 150 mg/dL during days 0-7 of CKRT. There were higher rates of death in the hyperglycemic group (44% vs. 32%, p < 0.001) and longer length of stay among survivors (42 vs. 38 days, p = 0.017) compared to the euglycemic group. Those with average glucose ≥ 150 mg/dL had higher unadjusted odds of MAKE-90 (OR: 1.36, 95% CI 1.02-1.81); this finding did not remain after multivariate adjustment. Those with average glucose ≥ 180 mg/dL had higher adjusted odds of MAKE-90 (aOR: 1.44, 95% CI 1.02-2.04). In adjusted analysis, each 10 mg/dL increase in glucose was associated with 3% increased odds of MAKE-90. CONCLUSIONS Hyperglycemia is associated with worse kidney outcomes among young persons on CKRT for AKI or fluid overload. Further studies are needed to evaluate the causality and determine appropriate glucose ranges in this high-risk population.
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Affiliation(s)
- Shrea Goswami
- Division of Nephrology, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Katja M Gist
- Department of Pediatrics, Colorado Children's Hospital, Aurora, CO, USA
| | - Petter Bjornstad
- Division of Endocrinology, Department of Pediatrics, and Division of Metabolism, Endocrinology and Nutrition, Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Eileen Ciccia
- Washington University School of Medicine, St. Louis Children's Hospital, St. Louis, MO, USA
| | - Akash Deep
- King's College Hospital, London, England
| | - Ben Gelbart
- Royal Children's Hospital, University of Melbourne, Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | - Shina Menon
- Division of Nephrology, Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA, USA
| | | | | | - Dua Qutob
- Sidra Medicine and Weil Cornel Medicine, Doha, Qatar
| | - JangDong Seo
- Department of Pediatrics, Colorado Children's Hospital, Aurora, CO, USA
| | - Danielle E Soranno
- Division of Nephrology, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA
- Weldon School of Bioengineering, Purdue University, West Lafayette, IN, USA
| | - Brynna Van Wyk
- University of Iowa Stead Family Children's Hospital, Carver College of Medicine, Iowa City, IA, USA
| | - Michelle C Starr
- Division of Nephrology, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA.
- Division of Child Health Service Research, Department of Pediatrics, Indiana University School of Medicine, 410 W 10 th Street, Suite 2000 A, Indianapolis, IN, 46202, USA.
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14
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Wojtanowski A, Hureau M, Jeanne M, Bureau C, Recher M, De Jonckheere J. Heart rate variability as a marker of multiple organ dysfunction syndromes: a systematic review. J Clin Monit Comput 2025:10.1007/s10877-025-01296-w. [PMID: 40259139 DOI: 10.1007/s10877-025-01296-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2025] [Accepted: 04/12/2025] [Indexed: 04/23/2025]
Abstract
Multiple organ dysfunction syndrome (MODS) can be caused by many factors. Assessments of the severity of MODS are currently based on occasional measurements of several clinical variables (laboratory data, vital signs, etc.). The analysis of heart rate variability (HRV) as a guide to autonomic nervous system activity might be of value in the continuous assessment of the severity of MODS. We systematically reviewed publications on the value of HRV variables for the diagnosis of MODS in patients of any age admitted to the ICU. Two investigators independently searched the PubMed, Embase, Cochrane and Science Direct databases for articles in English or French published between 2004 and 2024. Ten studies were included and rated for endpoint bias (MODS or mortality), using the revised Quality Assessment of Diagnostic Accuracy Studies. Nine studies assessed MODS, and six assessed mortality. All the studies evidenced low HRV in patients with MODS and in non-survivors. The results of our review show that HRV indices are influenced by the severity of MODS and might serve as a tool for predicting mortality in patients with MODS. However, patient characteristics, and treatments and HRV processing methods must be taken into account when interpreting the results. In order to clarify the impact of MODS on HRV variables, methodologically rigorous studies are now needed.
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Affiliation(s)
- Anne Wojtanowski
- CHU Lille, CIC IT 1403, 59000, Lille, France.
- Univ. Lille, ULR 2694 METRICS, 59000, Lille, France.
| | - Maxence Hureau
- Anesthesia and Intensive Care Department, CHU Lille, 59000, Lille, France
- Univ. Lille, ULR 7365 GRITA, 59000, Lille, France
| | - Mathieu Jeanne
- CHU Lille, CIC IT 1403, 59000, Lille, France
- Anesthesia and Intensive Care Department, CHU Lille, 59000, Lille, France
- Univ. Lille, ULR 7365 GRITA, 59000, Lille, France
| | - Côme Bureau
- CHU Lille, Service de Médecine Intensive-Réanimation, 59000, Lille, France
| | - Morgan Recher
- Univ. Lille, ULR 2694 METRICS, 59000, Lille, France
- Pediatric Intensive Care Unit, CHU Lille, 59000, Lille, France
| | - Julien De Jonckheere
- CHU Lille, CIC IT 1403, 59000, Lille, France
- Univ. Lille, ULR 2694 METRICS, 59000, Lille, France
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15
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Sun T, He Y, Wang Z, Wang L, Liu C, Xu W, You K. Characteristics and outcomes in severe and critically ill children with first wave SARS-CoV-2 Omicron infection in Northeast China. Front Cell Infect Microbiol 2025; 15:1495783. [PMID: 40302919 PMCID: PMC12037530 DOI: 10.3389/fcimb.2025.1495783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Accepted: 03/17/2025] [Indexed: 05/02/2025] Open
Abstract
Aim To describe the characteristics of severe and critically ill children with first-wave SARS-CoV-2 Omicron infection admitted to the pediatric intensive care unit (PICU) at the National Children's Regional Medical Center in Northeast China and to explore factors associated with poor outcomes. Methods This observational cohort study was conducted in a PICU in northeastern China and included children under 18 years of age who were severely and critically ill due to SARS-CoV-2 Omicron infection between December 2022 and February 2023. Patients were categorized into two groups: the invasive mechanical ventilation (IMV) group and the non-IMV group. The primary outcome measured was the need for IMV, while secondary outcomes included death or prolonged PICU stay. Univariate and multivariate logistic regression analyses were performed to identify risk factors for poor outcomes. Results A total of 38 severe and critically ill children were included in the study. Of these, 25 (66%) were diagnosed with respiratory failure, and four (16%) developed acute respiratory distress syndrome. Additionally, 21 (55%) were diagnosed with COVID-19-associated neurological disorders, and 18 (47%) received IMV. Multivariate logistic regression analysis identified the chest computed tomography (CT) score, based on the COVID-19 Risk Assessment and Diagnosis System (CO-RADS), was statistically significant as an independent predictor for IMV in severe and critically ill children (odds ratio [OR]: 2.781 [95% confidence interval (CI): 1.021-7.571]). Furthermore, the Pediatric Logistic Organ Dysfunction-2 (PELOD-2) score and serum aspartate aminotransferase (AST) levels at admission were found to be independent predictors of death or prolonged PICU stay. Conclusions Respiratory failure and COVID-19-associated neurological disorders were the most common complications among severe and critically ill children with first-wave SARS-CoV-2 Omicron infection. Chest CT score, PELOD-2 score, and serum AST levels may serve as important indicators of poor outcomes in this patient population.
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Affiliation(s)
| | | | | | | | | | - Wei Xu
- Department of Pediatrics, Shengjing Hospital of China Medical University, Shenyang, China
| | - Kai You
- Department of Pediatrics, Shengjing Hospital of China Medical University, Shenyang, China
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16
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Desiraju S, Zhao E, Kuiper J, Salorio CF, Graham D, Buckley JP, Russell MW, Graham EM, Gottlieb Sen D, Ellis G, Gilmore M, Jantzie L, Juul SE, Simkhada K, Everett AD, Bembea MM. Cyclohexanone and metabolites exposure in critically Ill neonates and children. Pediatr Res 2025:10.1038/s41390-025-04027-8. [PMID: 40188215 DOI: 10.1038/s41390-025-04027-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2024] [Revised: 02/24/2025] [Accepted: 03/02/2025] [Indexed: 04/07/2025]
Abstract
BACKGROUND Cyclohexanone is a volatile organic compound known to be toxic to humans and animals, used in the medical setting as a solvent sealer for intravenous (IV) fluid administration devices. We aimed to determine exposure sources as well as plasma and urine levels of cyclohexanone and metabolites in critically ill infants and children. METHODS We prospectively enrolled children in a single center pediatric intensive care unit (ICU) (n = 66), and conducted a secondary analysis of a multicenter trial in premature neonates (n = 69). Cyclohexanone and its predominant metabolites, trans-1,2-cyclohexanediol and trans-1,4-cyclohexanediol, were measured serially in medical fluids, plasma, and urine. RESULTS Cyclohexanone was detected in all IV solutions used in standard ICU care (IV fluids, medications, dialysate and red blood cell bags, n = 53 fluid samples). Cyclohexanone and metabolites were higher in urine versus plasma in both cohorts. In premature neonates, plasma and urine cyclohexanone concentrations were highest on day of randomization, while metabolite concentrations were highest on days 7-14. CONCLUSIONS Currently, cyclohexanone may represent an inevitable exposure to children who require intensive care inclusive of IV fluid and medication administration devices. Further studies are needed to develop replacement or mitigation strategies for cyclohexanone exposure in the vulnerable neonatal and pediatric ICU populations. IMPACT Direct bloodstream exposure to cyclohexanone in the hospital environment has been poorly described in the healthcare setting. Cyclohexanone was present in all tested types of intravenous solutions used in standard intensive care (intravenous fluids, medications, dialysate and stored red blood cell bags). In a single center pediatric intensive care unit cohort and a multicenter neonatal intensive care unit cohort, cyclohexanone and its metabolites were detected in every blood and urine sample tested. In a multicenter neonatal intensive care unit cohort, plasma and urine cyclohexanone concentrations were highest on day 1 of admission and metabolite concentrations were highest on days 7-14.
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Affiliation(s)
- Suneetha Desiraju
- Department of Pediatrics, Division of Neonatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Emily Zhao
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jordan Kuiper
- Department of Environmental and Occupational Health, The George Washington University Milken Institute School of Public Health, Washington, DC, USA
| | | | - David Graham
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jessie P Buckley
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Mark W Russell
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Eric M Graham
- Department of Pediatrics, Division of Pediatric Cardiology, Medical University of South Carolina, Charleston, SC, USA
| | - Danielle Gottlieb Sen
- Department of Surgery, Division of Pediatric Cardiac Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Gregory Ellis
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Maureen Gilmore
- Department of Pediatrics, Division of Neonatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lauren Jantzie
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sandra E Juul
- Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Kamala Simkhada
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Allen D Everett
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Melania M Bembea
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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17
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Rivaud C, Oualha M, Salvador E, Bille E, Callot D, Béranger A, Bournaud LF, Rouillon S, Toubiana J, Benaboud S, Renolleau S, Treluyer JM, Hirt D, de Cacqueray N. Improving cefazolin exposure in critically ill children using a population pharmacokinetic model. Br J Clin Pharmacol 2025; 91:981-988. [PMID: 39209527 DOI: 10.1111/bcp.16224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 07/19/2024] [Accepted: 08/07/2024] [Indexed: 09/04/2024] Open
Abstract
AIMS Population pharmacokinetics (PK) models may be effective in improving antibiotic exposure with individualized dosing. The aim of the study is to assess cefazolin exposure using a population PK model in critically ill children. METHODS We conducted a single-centre observational study including children under 18 years old who had cefazolin plasma monitoring before and after a cefazolin model implementation. The first concentration at steady state of each cefazolin course was analysed. The optimal exposure was defined by concentration values ranging from free concentration over four times the minimal inhibitory concentration (MIC) for 100% of the dosing interval to total trough or plateau concentration under 100 mg. L-1. RESULTS A total of 58 patients were included, of whom 39 and 19 children received conventional dosing or model-informed dosing, respectively. Median [range] age was 2.3 [0.1-17] years old, and median weight was 14.2 [2.9-72] kg. There were more continuous infusions (CI) in the model group than in the conventional group (n = 19/19 [100%] vs. n = 23/39 [59%]). Compared to conventional dosing, model-informed dosing provided more optimal exposure (n = 17/39 [44%] vs. n = 15/19 [79%], P = .01) and less underexposure (n = 18/39 [46%] vs. n = 2/19 [10%], P = .008), without increasing overexposure (n = 4/39 [10%] vs. n = 2/19 [11%], P = 1). Moreover, the time to C-reactive protein decrease by 50% was significantly shorter in the model group than the conventional group (3 [0.5-13] vs. 4 [1-34]; P = .045). CONCLUSIONS Use of individualized cefazolin model-informed dosing improves critically ill children's exposure. Further studies are needed to assess the clinical benefit of cefazolin PK model application.
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Affiliation(s)
- Clémence Rivaud
- Department of Pediatric Intensive Care, Necker-Enfants Malades Hospitals, Paris, Ile-de-France, France
| | - Mehdi Oualha
- Department of Pediatric Intensive Care, Necker-Enfants Malades Hospitals, Paris, Ile-de-France, France
- Pharmacology and Evaluations, Therapeutics for Children and Pregnant Women, Paris, Ile-de-France, France
| | - Elodie Salvador
- Pediatric Medical Transport Unit and Intensive Care Unit, Necker-Enfants Malades Hospitals, Paris, Ile-de-France, France
| | - Emmanuelle Bille
- Department of Clinical Microbiology, Necker-Enfants Malades Hospitals, Paris, Ile-de-France, France
- INSERM U1151 CNRS UMR8253, Paris, Ile-de-France, France
| | - Delphine Callot
- Regional Pharmacovigilance Center, Cochin Hospital, Paris, Ile-de-France, France
| | - Agathe Béranger
- Department of Pediatric Intensive Care, Necker-Enfants Malades Hospitals, Paris, Ile-de-France, France
- Pharmacology and Evaluations, Therapeutics for Children and Pregnant Women, Paris, Ile-de-France, France
| | - Leo Froelicher Bournaud
- Pharmacology and Evaluations, Therapeutics for Children and Pregnant Women, Paris, Ile-de-France, France
- Department of Clinical Pharmacology, Cochin Hospital, Paris, Ile-de-France, France
| | - Steeve Rouillon
- Pharmacology and Evaluations, Therapeutics for Children and Pregnant Women, Paris, Ile-de-France, France
- Department of Clinical Pharmacology, Cochin Hospital, Paris, Ile-de-France, France
| | - Julie Toubiana
- Department of General Pediatrics and Pediatric Infectious Diseases, Necker-Enfants Malades Hospitals, Paris, Ile-de-France, France
| | - Sihem Benaboud
- Pharmacology and Evaluations, Therapeutics for Children and Pregnant Women, Paris, Ile-de-France, France
- Department of Clinical Pharmacology, Cochin Hospital, Paris, Ile-de-France, France
| | - Sylvain Renolleau
- Department of Pediatric Intensive Care, Necker-Enfants Malades Hospitals, Paris, Ile-de-France, France
| | - Jean Marc Treluyer
- Pharmacology and Evaluations, Therapeutics for Children and Pregnant Women, Paris, Ile-de-France, France
- Department of Clinical Pharmacology, Cochin Hospital, Paris, Ile-de-France, France
| | - Déborah Hirt
- Pharmacology and Evaluations, Therapeutics for Children and Pregnant Women, Paris, Ile-de-France, France
- Department of Clinical Pharmacology, Cochin Hospital, Paris, Ile-de-France, France
| | - Noémie de Cacqueray
- Department of Pediatric Intensive Care, Necker-Enfants Malades Hospitals, Paris, Ile-de-France, France
- Pharmacology and Evaluations, Therapeutics for Children and Pregnant Women, Paris, Ile-de-France, France
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Rad M, Rafiei A, Grunwell J, Kamaleswaran R. Tackling the small imbalanced horizontal dataset regressions by Stability Selection and SMOGN: a case study of ventilation-free days prediction in the pediatric intensive care unit and the importance of PRISM. Int J Med Inform 2025; 196:105809. [PMID: 39893765 PMCID: PMC11867836 DOI: 10.1016/j.ijmedinf.2025.105809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 12/13/2024] [Accepted: 01/22/2025] [Indexed: 02/04/2025]
Abstract
OBJECTIVE The regression of small imbalanced horizontal datasets is an important problem in bioinformatics due to rare but vital data points impacting model performance. Most clinical studies suffer from imbalance in their distribution which impacts the learning ability of regression or classification models. The imbalance once combined with the small number of samples reduces the prediction performance. An improvement in the trainability of small imbalanced datasets hugely improves the potency of current prediction models that rely on a small set of valuable expensive samples. MATERIALS AND METHODS A method called Stability Selection has been used to overcome the high dimensionality problem, which arises when the sample sizes are relatively small compared to the number of features. The method was used to improve the performance of the Synthetic Minority Over-Sampling Technique for Regression with Gaussian Noise (SMOGN), an imbalance removal algorithm. To test the new pipeline, a small imbalanced cohort of pediatric ICU patients was used to predict the number of Ventilator-Free Days (VFD) a patient may experience for an admission period of 28 days due to respiratory illnesses. RESULTS Our model demonstrated its effectiveness by overcoming label imbalance while predicting almost all the non-surviving patients in the test dataset using Stability Selection before applying SMOGN. Our study also highlighted the importance of Pediatrics Risk of Mortality (PRISM) as a powerful VFD predictor if combined with other clinical features. CONCLUSION This paper shows how a hybrid strategy of Stability Selection, SMOGN, and regression can improve the outcome of highly imbalanced datasets and reduce the probability of highly expensive false negative detections in severe acute respiratory disease syndrome cases. The proposed modeling pipeline can reduce the overall VFD regression error but is also expandable to other regressable features. We also showed the importance of PRISM as a strong VFD predictor.
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Affiliation(s)
- Milad Rad
- School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA.
| | - Alireza Rafiei
- Department of Computer Science and Informatics, Emory University, Atlanta, GA, USA.
| | - Jocelyn Grunwell
- Division of Critical Care Medicine, Children's Healthcare of Atlanta, Atlanta, GA, USA; Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA.
| | - Rishikesan Kamaleswaran
- Division of Critical Care Medicine, Children's Healthcare of Atlanta, Atlanta, GA, USA; Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, USA; Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA.
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19
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Kalata KE, Miller KR, Sierra YL, Bennett TD, Watson RS, Mourani PM, Maddux AB. Children Requiring 3 or More Days of Invasive Ventilation: Secondary Analysis of Post-Discharge Change in Caregiver Employment. Pediatr Crit Care Med 2025; 26:e473-e481. [PMID: 40179006 PMCID: PMC11976063 DOI: 10.1097/pcc.0000000000003676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2024]
Abstract
OBJECTIVES To describe frequency of, and risk factors, for change in caregiver employment among critically ill children with acute respiratory failure. DESIGN Preplanned secondary analysis of prospective cohort dataset, 2018-2021. SETTING Quaternary Children's Hospital PICU. PATIENTS Children who required greater than or equal to 3 days of invasive ventilation, survived hospitalization, and completed greater than or equal to 1 post-discharge survey. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We measured change in caregiver employment 1 and 12 months post-discharge relative to pre-admission and, when present, change in caregiver identity defined by relationship to the patient. Data were collected by survey. We used logistic regression to identify factors associated with these changes. We evaluated 130 children, median age 6.4 years (interquartile range, 1.10-13.3 yr), 40 (30.8%) with a complex chronic condition (CCC), and 99 (76.2%) with normal pre-illness Functional Status Scale scores. Of 123 with 1-month post-discharge data, 25 of 123 (20.3%) experienced a change in caregiver employment and an additional 14 of 123 (11.4%) had a change in caregiver(s). Of 115 with 12-month post-discharge data, 33 of 115 (28.7%) experienced a change in caregiver employment and an additional 16 of 115 (13.9%) had a change in caregiver(s). After controlling for age, CCC, baseline caregiver employment, new morbidity at discharge, and social and economic index; higher maximum Pediatric Logistic Organ Dysfunction-2 score (odds ratio [OR], 1.19 [95% CI, 1.01-1.41]) and government insurance (OR, 3.85 [95% CI, 1.33-11.11]) were associated with the composite outcome of change in caregiver employment or caregiver(s) at 1-month post-discharge. CONCLUSIONS At 1 and 12 months post-discharge, more than one-in-five children who survived greater than or equal to 3 days of invasive ventilation had a change in caregiver employment and one-in-ten had a change in caregiver(s). Identification of risk factors, such as illness severity and social determinants of health, associated with a significant family change may improve our support of these families.
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Affiliation(s)
- Kathryn E Kalata
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO
| | - Kristen R Miller
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO
| | - Yamila L Sierra
- Child Health Research Enterprise, Pediatric Critical Care Medicine, 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
- Section of Pediatric Critical Care Medicine, 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
| | - Peter M Mourani
- Department of Pediatrics, Section of Critical Care, University of Arkansas for Medical Sciences and Arkansas Children's, Little Rock, AR
| | - Aline B Maddux
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine, Aurora, CO
- Section of Pediatric Critical Care Medicine, Children's Hospital Colorado, Aurora, CO
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20
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Rodrigues-Santos G, Prata-Barbosa A, Lima-Setta F, Silami PHNC, de Oliveira MBG, Robaina JR, Júnior JC, de Oliveira FRC, de Carvalho LFA, Digiovanni M, Novaes Bellinat AP, Peres da Silva T, de Castilho TRRN, Gregory SC, Scarlato ACCP, Riveiro PM, Filho JOP, Alves da Cunha AJL, de Magalhães-Barbosa MC, de Souza Lopes C. Performance of Pediatric Risk of Mortality IV in Brazilian PICUs: A Multicenter Prospective Study. Crit Care Explor 2025; 7:e1243. [PMID: 40153553 PMCID: PMC11957651 DOI: 10.1097/cce.0000000000001243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2025] Open
Abstract
IMPORTANCE This is the first Brazilian study evaluating the performance of Pediatric Risk of Mortality (PRISM) IV and the first to use the calibration belt technique. OBJECTIVES This study aimed to evaluate the performance of PRISM IV in a large cohort of patients admitted to Brazilian PICUs. DESIGN, SETTING AND PARTICIPANTS This is a longitudinal, prospective, multicenter study conducted in 36 Brazilian PICUs with children between 29 days and 18 years old admitted from March 2020 to March 2022. MAIN OUTCOMES AND MEASURES PRISM IV's performance was assessed using the standardized mortality ratio (SMR), the area under the receiver operating characteristic curve (AUROC) with 95% CI, and the calibration belt with 80% and 95% CI. RESULTS A total of 12,046 patients from 36 PICUs were included. Observed overall in-hospital mortality was higher than predicted: observed = 249 (2.1%) × predicted = 188.1 (1.56%) (SMR = 1.32 [95% CI, 1.16-1.50]); discrimination was good (AUROC = 0.86 [95% CI, 0.83-0.89]), and calibration was poor, underestimating mortality over a wide range of predicted mortality (2-61%). To explore the impact of the COVID-19 pandemic on PRISM IV's performance, we divided the study period into prevaccine and postvaccine. In the prevaccine period, the SMR was 1.38 (95% CI, 1.17-1.62), the AUROC was 0.84 (95% CI, 0.80-0.88), and the range of miscalibration was broader than in the total cohort (underestimation in the 2-98% range). In the postvaccine period, the SMR was 1.26 (95% CI, 1.03-1.51), the AUROC was 0.90 (95% CI, 0.86-0.94), and the calibration belt underestimated mortality in a narrower range of 3-46% of predicted mortality. CONCLUSIONS AND RELEVANCE PRISM IV showed good discrimination but miscalibration across a wide range of predicted mortality and different COVID-19 pandemic periods in a large cohort. Further research with subgroup analyses are needed to develop strategies to improve the performance of PRISM IV in different and heterogeneous Brazilian healthcare contexts.
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Affiliation(s)
- Gustavo Rodrigues-Santos
- Department of Epidemiology, Institute of Social Medicine, State University of Rio de Janeiro, Brazil
- Department of Pediatrics, D’Or Institute for Research and Education (IDOR), Rio de Janeiro, RJ, Brazil
| | - Arnaldo Prata-Barbosa
- Department of Pediatrics, D’Or Institute for Research and Education (IDOR), Rio de Janeiro, RJ, Brazil
- Martagão Gesteira Institute of Pediatrics and Child Care, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | - Fernanda Lima-Setta
- Department of Pediatrics, D’Or Institute for Research and Education (IDOR), Rio de Janeiro, RJ, Brazil
- Pediatric Intensive Care Unit, Instituto Nacional de Saúde da Mulher, da Criança e do Adolescente Fernandes Figueira, FIOCRUZ, Rio de Janeiro, RJ, Brazil
| | | | | | | | - José Colleti Júnior
- Pediatric Intensive Care Unit, Hospital Assunção, São Bernardo do Campo, SP, Brazil
- Department of Pediatrics, Faculdade de Medicina de Jundiaí, Jundiaí, SP, Brazil
| | | | - Luís Fernando Andrade de Carvalho
- Pediatric Intensive Care Unit, Hospital João Paulo II, Belo Horizonte, MG, Brazil
- Pediatric Intensive Care Unit, Hospital João XXIII Hospital, Belo Horizonte, MG, Brazil
| | - Mariana Digiovanni
- Pediatric Intensive Care Unit, Hospital Universitario Evangélico Mackenzie, Curitiba, PR, Brazil
| | | | | | | | - Simone Camera Gregory
- Pediatric Intensive Care Unit, Hospital Estadual da Criança, Rio de Janeiro, RJ, Brazil
| | | | | | | | - Antonio José Ledo Alves da Cunha
- Department of Pediatrics, D’Or Institute for Research and Education (IDOR), Rio de Janeiro, RJ, Brazil
- Martagão Gesteira Institute of Pediatrics and Child Care, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | | | - Claudia de Souza Lopes
- Department of Epidemiology, Institute of Social Medicine, State University of Rio de Janeiro, Brazil
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21
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Tanyildiz M, Erden SE, Yakici AE, Ozden O, Otrav I, Bicer M, Akcevin A, Odemis E. Achieving caloric goal in postoperative management of CHD surgery. Cardiol Young 2025; 35:668-678. [PMID: 40012313 DOI: 10.1017/s1047951125000484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/28/2025]
Abstract
BACKGROUND This study investigated the prevalence of malnutrition, time to achieve caloric goals, and nutritional risk factors after surgery for CHD in a cardiac ICU. METHOD This retrospective study included patients with CHD (1 month-18 years old) undergoing open-heart surgery (2021-2022). We recorded nutritional status, body mass index-for-age z-score, weight-for-length/height z-score, cardiopulmonary bypass and aortic cross-clamp time, Paediatric Risk of Mortality-3 score, Paediatric Logistic Organ Dysfunction-2 score, vasoactive inotropic score, total duration of mechanical ventilation, length of stay in the cardiac ICU, mortality, and time to achieve caloric goals. RESULTS Of the 75 included patients, malnutrition was detected in 17% (n= 8) based on the body mass index-for-age z-score and in 35% (n= 10) based on the weight-for-length/height z-score. Sex, mortality, cardiopulmonary bypass and aortic cross-clamp time, Paediatric Risk of Mortality-3, Paediatric Logistic Organ Dysfunction-2, and vasoactive inotropic score, duration of mechanical ventilation, and length of cardiac ICU stay were similar between patients with and without malnutrition. Patients who achieved caloric goals on the fourth day and those who achieved them beyond the fourth day showed statistical differences in mortality, maximum vasoactive inotropic score, duration of mechanical ventilation, cardiopulmonary bypass and aortic cross-clamp time, Paediatric Risk of Mortality-3, Paediatric Logistic Organ Dysfunction-2, and length of cardiac ICU and hospital stay (p< 0.05). Logit regression analysis indicated that the duration of mechanical ventilation, Paediatric Logistic Organ Dysfunction-2 and Paediatric Risk of Mortality-3 score was a risk factor for achieving caloric goals (p< 0.05). CONCLUSIONS Malnutrition is prevalent in patients with CHD, and concomitant organ failure and duration of mechanical ventilation play important roles in achieving postoperative caloric goals.
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Affiliation(s)
- Murat Tanyildiz
- Department of Cardiac Intensive Care Unit, Koc University School of Medicine, Istanbul, Turkey
| | - Selin Ece Erden
- Department of Cardiac Intensive Care Unit, Koc University School of Medicine, Istanbul, Turkey
| | - Asli Ece Yakici
- Department of Cardiac Intensive Care Unit, Koc University School of Medicine, Istanbul, Turkey
| | - Omer Ozden
- Department of Cardiac Intensive Care Unit, Koc University School of Medicine, Istanbul, Turkey
| | - Ipek Otrav
- Department of Dietetics and Nutrition, Koc University Hospital, Istanbul, Turkey
| | - Mehmet Bicer
- Department of Cardiovascular Surgery, Koc University School of Medicine, Istanbul, Turkey
| | - Atif Akcevin
- Department of Cardiovascular Surgery, Koc University School of Medicine, Istanbul, Turkey
| | - Ender Odemis
- Department of Pediatric Cardiology, Koc University School of Medicine, Istanbul, Turkey
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22
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Vo LT, Do VC, Trinh TH, Nguyen TT. In-Hospital Mortality in Mechanically Ventilated Children With Severe Dengue Fever: Explanatory Factors in a Single-Center Retrospective Cohort From Vietnam, 2013-2022. Pediatr Crit Care Med 2025:00130478-990000000-00462. [PMID: 40105396 DOI: 10.1097/pcc.0000000000003728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
Abstract
OBJECTIVES Severe dengue fever complicated by critical respiratory failure requiring mechanical ventilation (MV) contributes to high mortality rates among PICU-admitted patients. This study aimed to identify key explanatory variables of fatality in mechanically ventilated children with severe dengue. DESIGN Retrospective cohort, from 2013 to 2022. SETTING PICU of the tertiary Children's Hospital No. 2, in Vietnam. PATIENTS Two hundred children with severe dengue fever who received MV. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We analyzed clinical and laboratory data during the PICU stay. The primary outcome was 28-day in-hospital mortality. Backward stepwise multivariable logistic regression was performed to identify the explanatory variables associated with dengue-associated mortality at the initiation of MV. The model performance was assessed using C-statistics, calibration plot, and Brier score. The patients had a median age of 7 years (interquartile range, 4-9). Overall, 47 (24%) of 200 patients died in the hospital. Five factors were associated with greater odds of mortality: severe transaminitis (aspartate aminotransferase or alanine aminotransferase ≥ 1000 IU/L), high blood lactate levels, vasoactive-inotropic score (> 30), dengue encephalitis, and peak inspiratory pressure on MV. The model performance in training (test) sets was a C-statistic of 0.86 (0.84), a good calibration slope 1.0 (0.89), and a Brier score of 0.08. CONCLUSIONS In our center, from 2013 to 2022, MV-experienced patients with severe dengue had a high mortality rate. The main explanatory factors associated with greater odds of death (related to critical liver injury, shock, and MV) may inform future practice in such critically ill patients.
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Affiliation(s)
- Luan Thanh Vo
- Department of Infectious Diseases, Children's Hospital No. 2, Ho Chi Minh City, Vietnam
| | - Viet Chau Do
- Department of Infectious Diseases, Children's Hospital No. 2, Ho Chi Minh City, Vietnam
| | - Tung Huu Trinh
- Department of Infectious Diseases, Children's Hospital No. 2, Ho Chi Minh City, Vietnam
- Faculty of Medicine, Nguyen Tat Thanh University, Ho Chi Minh City, Vietnam
| | - Thanh Tat Nguyen
- Department of Infectious Diseases, Children's Hospital No. 2, Ho Chi Minh City, Vietnam
- TB Department, Woolcock Institute of Medical Research, Ho Chi Minh City, Vietnam
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Bayirli H, Ulgen Tekerek N, Koker A, Dursun O. Relationship between fluid overload and mortality and morbidity in pediatric intensive care unit. Med Intensiva 2025; 49:125-134. [PMID: 39278783 DOI: 10.1016/j.medine.2024.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 06/28/2024] [Accepted: 06/30/2024] [Indexed: 09/18/2024]
Abstract
OBJECTIVE The relationship between fluid overload and clinical outcomes was investigated. DESIGN This study is an observational and analytic study of a retrospective cohort. SETTINGS Pediatric intensive care units. PATIENTS OR PARTICIPANTS Between 2019 and 2021 children who needed intensive care were included in the study. INTERVENTIONS No intervention. MAIN VARIABLE OF INTEREST Early, peak and cumulative fluid overload were evaluated. RESULTS The mortality rate was 11.7% (68/513). When fluid overloads were examined in terms of mortality, the percentage of early fluid overload was 1.86 and 3.35, the percent of peak fluid overload was 2.87 and 5.54, and the percent of cumulative fluid overload was 3.40 and 8.16, respectively, in the survivor and the non-survivor groups. After adjustment for age, severity of illness, and other potential confounders, peak (aOR = 1.15; 95%CI 1.05-1.26; p: 0.002) and cumulative (aOR = 1.10; 95%CI 1.04-1.16; p < 0.001) fluid overloads were determined as independent risk factors associated with mortality. When the cumulative fluid overload is 10% or more, a 3.9-fold increase mortality rate was calculated. It is found that the peak and cumulative fluid overload, had significant negative correlation with intensive care unit free days and ventilator free days. CONCLUSIONS It is found that peak and cumulative fluid overload in critically ill children were independently associated with intensive care unit mortality and morbidity.
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Affiliation(s)
- Hilmi Bayirli
- Department of Pediatrics, Akdeniz University Faculty of Medicine, Antalya, Turkey
| | - Nazan Ulgen Tekerek
- Department of Pediatric Intensive Care, Akdeniz University, Faculty of Medicine, Antalya, Turkey.
| | - Alper Koker
- Department of Pediatric Intensive Care, Akdeniz University, Faculty of Medicine, Antalya, Turkey
| | - Oguz Dursun
- Department of Pediatric Intensive Care, Akdeniz University, Faculty of Medicine, Antalya, Turkey
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24
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Hadzhieva-Hristova A, Krumova D, Stoeva T, Georgieva R, Iotova V. Assessment of Phoenix Sepsis Score, pSOFA, PELOD-2, and PRISM III in Pediatric Intensive Care. CHILDREN (BASEL, SWITZERLAND) 2025; 12:262. [PMID: 40150545 PMCID: PMC11941747 DOI: 10.3390/children12030262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2025] [Revised: 02/14/2025] [Accepted: 02/19/2025] [Indexed: 03/29/2025]
Abstract
Background/Objectives: Early identification of pediatric sepsis complications in intensive care is challenging and requires improved diagnostic tools. This study aimed to compare the Phoenix Sepsis Score (PSS), pSOFA, PELOD-2, and PRISM III in assessing clinical complexity in children with septic and critical conditions in the PICU and to identify the most suitable scale for this patient cohort. Methods: Data were collected prospectively from 53 children between June 2022 and January 2024. Patients were categorized into septic (n = 42) and non-infectious SIRS (n = 11) and further classified by outcome-with/without complications (n = 23/30). The predictive accuracy of the scoring systems was evaluated by discrimination and calibration and by recalibration for the PSS for improved performance. Results: Respiratory (18.8%) and neurological complications (9.4%) were the most common adverse events. Clinical deterioration was observed in 43.4% of cases, including one fatality. Patients with complications stayed longer in the PICU (14 ± 10 days). In the patients with complications, all scoring systems had higher median values. Only PSS showed a significant difference (p = 0.0023). PSS demonstrated the highest overall predictive accuracy (76.2%) outperforming PRISM III (62.3%) and PELOD-2 (58.5%). The pSOFA scale showed high accuracy (88.0%) in identifying patients without complications. The strongest association was between chronic disease (hazard ratio Exp(B) = 1.718) and deteriorations, while mechanical ventilation suggested a reduced risk of complications (Exp(B) = 0.509). Conclusions: PSS showed superior predictive accuracy (76.2%) for deteriorations in pediatric patients with suspected infection and proved adaptable for further validation in larger populations.
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Affiliation(s)
- Adriana Hadzhieva-Hristova
- Department of Pediatrics, Medical University of Varna, 9002 Varna, Bulgaria; (D.K.); (V.I.)
- First Clinic and PICU, St. Marina University Hospital, 9010 Varna, Bulgaria
| | - Darina Krumova
- Department of Pediatrics, Medical University of Varna, 9002 Varna, Bulgaria; (D.K.); (V.I.)
- First Clinic and PICU, St. Marina University Hospital, 9010 Varna, Bulgaria
| | - Temenuga Stoeva
- Department of Microbiology and Virology, Medical University of Varna, 9002 Varna, Bulgaria;
- Microbiology Laboratory, St. Marina University Hospital, 9010 Varna, Bulgaria
| | - Ralitza Georgieva
- Department of Neonatology, Medical University of Sofia, 1431 Sofia, Bulgaria;
| | - Violeta Iotova
- Department of Pediatrics, Medical University of Varna, 9002 Varna, Bulgaria; (D.K.); (V.I.)
- First Clinic and PICU, St. Marina University Hospital, 9010 Varna, Bulgaria
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25
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Enne VI, Stirling S, Barber JA, High J, Russell C, Brealey D, Dhesi Z, Colles A, Singh S, Parker R, Peters M, Cherian BP, Riley P, Dryden M, Simpson R, Patel N, Cassidy J, Martin D, Welters ID, Page V, Kandil H, Tudtud E, Turner D, Horne R, O'Grady J, Swart AM, Livermore DM, Gant V. INHALE WP3, a multicentre, open-label, pragmatic randomised controlled trial assessing the impact of rapid, ICU-based, syndromic PCR, versus standard-of-care on antibiotic stewardship and clinical outcomes in hospital-acquired and ventilator-associated pneumonia. Intensive Care Med 2025; 51:272-286. [PMID: 39961847 PMCID: PMC11903508 DOI: 10.1007/s00134-024-07772-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Accepted: 12/22/2024] [Indexed: 03/14/2025]
Abstract
PURPOSE INHALE investigated the impact of seeking pathogens by PCR on antibiotic stewardship and clinical outcomes in hospital-acquired and ventilator-associated pneumonia (HAP and VAP). METHODS This pragmatic multicentre, open-label RCT enrolled adults and children with suspected HAP and VAP at 14 ICUs. Patients were randomly allocated to standard of care, or rapid in-ICU syndromic PCR coupled with optional prescribing guidance. Co-primary outcomes were superiority in antibiotic stewardship at 24 h and non-inferiority in clinical cure of pneumonia 14 days post-randomisation. Secondary outcomes included mortality, ICU length of stay and evolution of clinical scores. RESULTS 554 eligible patients were recruited from 5th July 2019 to 18th August 2021, with a COVID-enforced pause from 16th March 2020 and 9th July 2020. Data were analysed for 453 adults and 92 children (68.4% male; 31.6% female). ITT analysis showed 205/268 (76.5%) reviewable intervention patients receiving antibacterially appropriate and proportionate antibiotics at 24 h, versus 147/263 (55.9%) standard-of-care patients (estimated difference 21%; 95% CI 13-28%). However, only 152/268 (56.7%) intervention patients were deemed cured of pneumonia at 14 days, versus 171/265 (64.5%) standard-of-care patients (estimated difference - 6%, 95% CI - 15 to 2%; predefined non-inferiority margin -13%). Secondary mortality and ΔSOFA outcomes narrowly favoured the control arm, without clear statistical significance. CONCLUSIONS In-ICU PCR for pathogens resulted in improved antibiotic stewardship. However, non-inferiority was not demonstrated for cure of pneumonia at 14 days. Further research should focus on clinical effectiveness studies to elucidate whether antibiotic stewardship gains achieved by rapid PCR can be safely and advantageously implemented.
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Affiliation(s)
- Virve I Enne
- Centre for Clinical Microbiology, Royal Free Hospital, University College London, London, UK.
| | - Susan Stirling
- Norwich Clinical Trials Unit, University of East Anglia, Norwich, UK
| | - Julie A Barber
- Department of Statistical Science, University College London, London, UK
| | - Juliet High
- Norwich Clinical Trials Unit, University of East Anglia, Norwich, UK
| | - Charlotte Russell
- Norwich Clinical Trials Unit, University of East Anglia, Norwich, UK
| | - David Brealey
- Critical Care Unit, University College London Hospitals, London, UK
- NIHR University College London Hospitals Biomedical Research Centre, University College London Hospitals, London, UK
| | - Zaneeta Dhesi
- Centre for Clinical Microbiology, Royal Free Hospital, University College London, London, UK
- Department of Microbiology, University College London Hospitals, London, UK
| | - Antony Colles
- Norwich Clinical Trials Unit, University of East Anglia, Norwich, UK
| | - Suveer Singh
- Respiratory and Intensive Care Medicine, Chelsea and Westminster Hospital NHS Foundation Trust, London, UK
- Department of Critical Care, Royal Brompton and Harefield Foundation Trust, London, UK
| | - Robert Parker
- Department of Critical Care Medicine, Aintree University Hospital, Liverpool, UK
| | - Mark Peters
- Paediatric Intensive Unit, UCL Great Ormond St Institute of Child Health NIHR Biomedical Research Centre, London, UK
| | - Benny P Cherian
- Microbiology and Infectious Diseases, Barts Health NHS Trust, London, UK
| | - Peter Riley
- Department of Infection, St George's University Hospitals NHS Foundation Trust, London, UK
| | - Matthew Dryden
- Department of Microbiology, Hampshire Hospitals NHS Foundation Trust, Basingstoke, UK
- Global Operations, UK Health Security Agency, Porton Down, UK
| | - Ruan Simpson
- Department of Microbiology, Portsmouth Hospitals NHS Trust, Portsmouth, UK
| | - Nehal Patel
- Department of Anaesthesia and Critical Care, University Hospitals of North Midlands NHS Trust, Stoke, UK
| | - Jane Cassidy
- Paediatric Intensive Care Unit, Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK
| | - Daniel Martin
- Intensive Care Unit, Royal Free London NHS Foundation Trust, London, UK
- Medical School, University of Plymouth, John Bull Building, Plymouth, UK
| | - Ingeborg D Welters
- Royal Liverpool Intensive Care Unit, Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK
- Institute of Life Course and Clinical Sciences, University of Liverpool, Liverpool, UK
| | - Valerie Page
- Intensive Care Unit, West Hertfordshire Teaching Hospitals NHS Trust, Watford, UK
| | - Hala Kandil
- Department of Microbiology, West Hertfordshire Teaching Hospitals NHS Trust, Watford, UK
| | | | - David Turner
- Norwich Medical School, University of East Anglia, Norwich, UK
| | - Robert Horne
- School of Pharmacy, University College London, London, UK
| | - Justin O'Grady
- Norwich Medical School, University of East Anglia, Norwich, UK
| | - Ann Marie Swart
- Norwich Clinical Trials Unit, University of East Anglia, Norwich, UK
| | | | - Vanya Gant
- Department of Microbiology, University College London Hospitals, London, UK.
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Thadani S, Lang A, Silos C, Price J, Gelbart B, Typpo K, Horvat C, Fuhrman DY, Neumayr T, Arikan AA. FLUID OVERLOAD MODIFIES HEMODYNAMIC IMPACT OF CONTINUOUS RENAL REPLACEMENT THERAPY: EVIDENCE OF A COVERT CARDIORENAL SYNDROME? Shock 2025; 63:233-239. [PMID: 39454627 DOI: 10.1097/shk.0000000000002483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2024]
Abstract
ABSTRACT Background: Fluid overload (FO) in critically ill children correlates with higher morbidity and mortality rates. Continuous renal replacement therapy (CRRT) is commonly employed to manage FO. In adults, both FO and CRRT adversely affect myocardial function. It remains unclear if children experience similar cardiovascular effects. Methods: Observational single-center study on children (<18 years) receiving CRRT at Texas Children's Hospital from 11/2019 to 3/2021. Excluded were those with end-stage renal disease, pacemakers, extracorporeal membrane oxygenation, ventricular assist devices, apheresis, or without an arterial line. Electrocardiometry (ICON Osypka Medical GmbH, Berlin, Germany) which is noninvasive and utilizes bioimpedance, was applied to obtain hemodynamic data over the first 48 h of CRRT. Our aim was to identify how FO >15% affects hemodynamics in children receiving CRRT. Results: Seventeen children, median age 43 months (interquartile range [IQR] 12-124), were included. The median FO at CRRT initiation was 14.4% (2.4%-25.6%), with 9 (53%) patients having FO >15%. Differences were noted in systemic vascular resistance index (1,277 [IQR 1088-1,666] vs. 1,030 [IQR 868-1,181] dynes/s/cm 5 /m 2 , P < 0.01), and cardiac index (3.90 [IQR 3.23-4.75] vs. 5.68 [IQR 4.65-6.32] L/min/m 2 , P < 0.01), with no differences in heart rate or mean arterial pressure between children with and without FO. Conclusion: FO affects the hemodynamic profile of children on CRRT, with those having FO >15% showing higher systemic vascular resistance index and lower cardiac index, despite heart rate and mean arterial pressure remaining unchanged. Our study illustrates the feasibility and utility of electrocardiometry in these patients, suggesting future research employ this technology to further explore the hemodynamic effects of dialysis in children.
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Affiliation(s)
| | - Anna Lang
- Baylor College of Medicine, Houston, Texas
| | - Christin Silos
- Department of Pediatrics, Division of Nephrology, Baylor College of Medicine, Houston, Texas
| | - Jack Price
- Section of Cardiology, Department of Pediatrics, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas
| | - Ben Gelbart
- Royal Children's Hospital, University of Melbourne, Murdoch Children's Research Institute, Melbourne, Victoria, Australia
| | - Katri Typpo
- Department of Pediatrics, Division of Critical Care Medicine, Baylor College of Medicine, Houston, Texas
| | - Christopher Horvat
- Department of Critical Care Medicine, Division of Pediatric Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | | | - Tara Neumayr
- St. Louis Children's Hospital, Washington University School of Medicine, St. Louis, Missouri
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Wösten-van Asperen RM, la Roi-Teeuw HM, Tissing WJ, Jordan I, Dohna-Schwake C, Bottari G, Pappachan J, Crazzolara R, Amigoni A, Mizia-Malarz A, Moscatelli A, Sánchez-Martín M, Willems J, Schlapbach LJ. The Phoenix Sepsis Score in Pediatric Oncology Patients With Sepsis at PICU Admission: Test of Performance in a European Multicenter Cohort, 2018-2020. Pediatr Crit Care Med 2025; 26:e177-e185. [PMID: 39982155 PMCID: PMC11792984 DOI: 10.1097/pcc.0000000000003683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/22/2025]
Abstract
OBJECTIVES The Pediatric Sepsis Definition Task Force developed and validated a new organ dysfunction score, the Phoenix Sepsis Score (PSS), as a predictor of mortality in children with suspected or confirmed infection. The PSS showed improved performance compared with prior scores. However, the criteria were derived in a general pediatric population, in which only 10% had cancer. Given that pediatric cancer patients with sepsis have higher mortality compared with noncancer patients with sepsis, we aimed to assess the PSS in PICU patients with cancer and sepsis. DESIGN Retrospective multicenter cohort study. SETTING Twelve PICUs across Europe. PATIENTS Each PICU identified patients 18 years young or younger, with underlying malignancy and suspected or proven sepsis, and admission between January 1, 2018, and January 1, 2020. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS The PSS and three other scores, including Phoenix-8, Pediatric Logistic Organ Dysfunction-2 (PELOD-2) score, and pediatric Sequential Organ Failure Assessment (pSOFA) score, were calculated for comparison. The primary outcome was 90-day all-cause mortality. We compared score performance using area under the receiver operating characteristic curve (AUROC) and area under the precision-recall curve (AUPRC) analyses. Among 383 patients with proven or suspected sepsis, 90-day mortality was 19.3% (74/383). We failed to identify an association between a particular score and performance for 90-day mortality. The mean (95% CI) values for the AUROC of each score was: PSS 0.66 (0.59-0.72), Phoenix-8 0.65 (0.58-0.72), PELOD-2 0.64 (0.57-0.71), and pSOFA 0.67 (0.60-0.74) and for the AUPRC of each score: PSS 0.32 (0.23-0.42), Phoenix-8 0.32 (0.23-0.42), PELOD-2 0.32 (0.22-0.43), and pSOFA 0.36 (0.26-0.46). Similar results were obtained for PICU mortality or sepsis-related PICU mortality. CONCLUSIONS Contrary to the general PICU population, our retrospective test of the PSS in a PICU oncology dataset with suspected or proved sepsis from European PICUs, 2018-2020, failed to identify improved performance in association with mortality. This unique patient population deserves development of organ dysfunction scores that reflect organ dysfunction and mortality data specifically from these patients and will require prospective validation in future studies.
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Affiliation(s)
- Roelie M. Wösten-van Asperen
- Department of Pediatric Intensive Care, University Medical Centre Utrecht/Wilhelmina Children’s Hospital, Utrecht, The Netherlands
| | - Hannah M. la Roi-Teeuw
- Department of Pediatric Intensive Care, University Medical Centre Utrecht/Wilhelmina Children’s Hospital, Utrecht, The Netherlands
| | - Wim J.E. Tissing
- Princess Máxima Centre for Pediatric Oncology, Utrecht, The Netherlands
- Department of Pediatric Oncology, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - Iolanda Jordan
- Department of Pediatric Intensive Care and Institut de Recerca, Hospital Sant Joan de Déu, University of Barcelona, Barcelona, Spain
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública, Madrid, Spain
| | - Christian Dohna-Schwake
- Department of Pediatrics I, Pediatric Intensive Care, Children’s Hospital Essen, Germany
- West German Centre for Infectious Diseases, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Gabriella Bottari
- Department of Pediatric Intensive Care, Children’s Hospital Bambino Gesù, IRCSS, Rome, Italy
| | - John Pappachan
- Department of Pediatric Intensive Care, Southampton Children’s Hospital, Southampton, United Kingdom
| | - Roman Crazzolara
- Department of Pediatrics, Pediatric Intensive Care Unit, Medical University of Innsbruck, Innsbruck, Austria
| | - Angela Amigoni
- Department of Pediatric Intensive Care, Department of Woman’s and Child’s Health, Padua University Hospital, Padua, Italy
| | - Agnieszka Mizia-Malarz
- Department of Oncology, Hematology and Chemotherapy, Division of Pediatrics, Medical University of Silesia, Upper Silesian Child Health Centre, Katowice, Poland
| | - Andrea Moscatelli
- Department of Neonatal and Pediatric Intensive Care, IRCCS Istituto Giannina Gaslini, Genova, Italy
| | - María Sánchez-Martín
- Department of Pediatric Intensive Care, Hospital Universitario La Paz, Madrid, Spain
| | - Jef Willems
- Department of Pediatric Intensive Care, Ghent University Hospital, Ghent, Belgium
| | - Luregn J. Schlapbach
- Department of Intensive Care and Neonatology, and Children’s Research Centre, University Children’s Hospital Zurich, University of Zurich, Zurich, Switzerland
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
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Carter MJ, Hageman J, Feinstein Y, Herberg J, Kaforou M, Peters MJ, Nadel S, Edmonds N, Pathan N, Levin M, Ramnarayan P. Evaluation of Phoenix Sepsis Score Criteria: Exploratory Analysis of Characteristics and Outcomes in an Emergency Transport PICU Cohort From the United Kingdom, 2014-2016. Pediatr Crit Care Med 2025; 26:e186-e196. [PMID: 39750062 DOI: 10.1097/pcc.0000000000003682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
Abstract
OBJECTIVES To assess characteristics and outcomes of children with suspected or confirmed infection requiring emergency transport and PICU admission and to explore the association between the 2024 Phoenix Sepsis Score (PSS) criteria and mortality. DESIGN Retrospective analysis of curated data from a 2014-2016 multicenter cohort study. SETTING PICU admission following emergency transport in South East England, United Kingdom, from April 2014 to December 2016. PATIENTS Children 0-16 years old ( n = 663) of whom 444 (67%) had suspected or confirmed infection. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS The PSS was calculated as a sum of four individual organ subscores (respiratory, cardiovascular, neurological, and coagulation) using the worst values during transport (i.e., from referral until the time of PICU admission). A score cutoff of greater than or equal to 2 points was used to define sepsis; and septic shock was defined as sepsis plus 1 or more cardiovascular subscore points. Sepsis occurred in 260 of 444 children (58.6%) with suspected or confirmed infection, with septic shock occurring in 177 of 260 (68.1%) of those with sepsis. A PSS score greater than or equal to 2 points occurred in 37 of 67 bronchiolitis cases, 19 of 35 meningoencephalitis cases, 30 of 47 pneumonia/empyema cases, 38 of 46 septic/toxic shock cases, nine of 15 severe sepsis cases, and 58 of 118 definite viral infections. Overall, 14 of 444 children died (3.2%). There were 12 deaths in the 260 children with PSS greater than or equal to 2, and two deaths in the 184 children with PSS less than 2 (4.6% vs. 1.1%; absolute difference, 3.5%; 95% CI, 0.1-6.9%; p = 0.04). CONCLUSIONS In 2014-2016, over half of the critically ill children undergoing emergency transport to PICU with presumed or confirmed infection, and meeting retrospectively applied PSS criteria for sepsis, had a range of clinical diagnoses including bronchiolitis, meningoencephalitis, and pneumonia/empyema. Furthermore, the PSS criteria for categorization of sepsis and septic shock were associated with outcome and may be of value in future risk-stratification in clinical trials.
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Affiliation(s)
- Michael J Carter
- Paediatric Intensive Care Unit, John Radcliffe Hospital, Oxford, United Kingdom
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Joshua Hageman
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Yael Feinstein
- Paediatric Cardiac Intensive Care Unit, Schneider Children's Medical Centre of Israel, Petah Tikva, Israel
| | - Jethro Herberg
- Section of Paediatric Infection, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Myrsini Kaforou
- Section of Paediatric Infection, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Mark J Peters
- UCL Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
- Paediatric Intensive Care Unit, Great Ormond Street Hospital and NIHR Biomedical Research Centre, London, United Kingdom
- Children's Acute Transport Service, Great Ormond Street Hospital, London, United Kingdom
| | - Simon Nadel
- Paediatric Intensive Care Unit, St Mary's Hospital, London, United Kingdom
| | - Naomi Edmonds
- Paediatric Intensive Care Unit, Barts Health, London, United Kingdom
| | - Nazima Pathan
- Department of Paediatrics, University of Cambridge, Cambridge, United Kingdom
| | - Michael Levin
- Section of Paediatric Infection, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Padmanabhan Ramnarayan
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, United Kingdom
- Children's Acute Transport Service, Great Ormond Street Hospital, London, United Kingdom
- Paediatric Intensive Care Unit, St Mary's Hospital, London, United Kingdom
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Sanchez-Pinto LN, Daniels LA, Atreya M, Faustino EVS, Farris RWD, Geva A, Khemani RG, Rogerson C, Shah SS, Weiss SL, Bennett TD. Phoenix Sepsis Criteria in Critically Ill Children: Retrospective Validation Using a United States Nine-Center Dataset, 2012-2018. Pediatr Crit Care Med 2025; 26:e155-e165. [PMID: 39982153 PMCID: PMC11792981 DOI: 10.1097/pcc.0000000000003675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/22/2025]
Abstract
OBJECTIVES To perform: 1) external validation of the Phoenix Sepsis Score and Phoenix sepsis criteria in a multicenter cohort of critically ill children with infection and a comparison with the 2005 International Pediatric Sepsis Consensus Conference (IPSCC) criteria; 2) a study of Phoenix sepsis criteria performance in patient subgroups based on age and comorbidities; 3) an assessment of microbiological profile of children with Phoenix sepsis; and 4) a study of the performance of the Phoenix-8 score. DESIGN Secondary, retrospective analysis of a multicenter cohort study from 2012 to 2018. SETTING Nine PICUs in the United States. PATIENTS PICU admissions with suspected infection. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Among 25,680 encounters of children with suspected or confirmed infection on PICU admission (4.6% in-hospital mortality), 11,168 (43%) met Phoenix criteria for sepsis or septic shock (9% in-hospital mortality). The Phoenix criteria generally outperformed the IPSCC criteria at discriminating mortality in all critically ill children with infections and across all subgroup analyses, including age group, malignancy, or technology dependence. Of 11,168 patients who met Phoenix criteria, 28% were negative for IPSCC criteria for sepsis and these had higher in-hospital mortality than those who met IPSCC sepsis criteria but not Phoenix criteria (4.7% vs.1.7%; p < 0.001), which was similar to the mortality of patients without sepsis (1.3%). Sepsis was associated with respiratory or bloodstream infection, most commonly Pseudomonas aeruginosa or Staphylococcus aureus. The Phoenix-8 score had good discrimination of mortality in children with infections, comparable to or better than validated and widely used severity of illness and organ dysfunction scores. CONCLUSIONS In 2012-2018, among U.S. patients with suspected or confirmed infection admitted to nine PICUs, those with the highest risk of mortality can be identified using the Phoenix sepsis criteria, including in children of different age groups and those with major comorbidities.
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Affiliation(s)
- L. Nelson Sanchez-Pinto
- Division of Critical Care, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL
- Departments of Pediatrics and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Latasha A. Daniels
- Division of Critical Care, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL
| | - Mihir Atreya
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | | | - Reid W. D. Farris
- Department of Pediatrics (Critical Care Medicine), University of Washington School of Medicine, Seattle Children’s Hospital, Seattle, WA
| | - Alon Geva
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children’s Hospital, Boston, MA
- Computational Health Informatics Program, Boston Children’s Hospital, Boston, MA
- Department of Anaesthesia, Harvard Medical School, Boston, MA
| | - Robinder G. Khemani
- Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Los Angeles, Los Angeles, CA
| | - Colin Rogerson
- Department of Pediatrics, Indiana University School of Medicine, Riley Hospital for Children, Indianapolis, IN
| | - Sareen S. Shah
- Department of Pediatrics, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Scott L. Weiss
- Division of Critical Care Medicine, Nemours Children’s Hospital, Wilmington, DE
| | - Tellen D. Bennett
- Departments of Biomedical Informatics and Pediatrics, University of Colorado School of Medicine, Aurora, CO
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Gürses D, Yılmaz M, Avcı E, Oğuz M, Sayın E, Yüksel S. Evaluation of Pentraxin-3 levels in children with multisystem inflammatory syndrome. Cardiol Young 2025; 35:317-323. [PMID: 39618407 DOI: 10.1017/s1047951124036175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
Abstract
BACKGROUND Early recognition of cardiac involvement and prediction of disease prognosis are essential for the management of inflammatory diseases such as multisystem inflammatory syndrome. This study aimed to investigate the role of Pentraxin-3 levels in identifying cardiac involvement and evaluating disease severity in patients with multisystem inflammatory syndrome. METHODS The study included 56 multisystem inflammatory syndrome patients and 26 healthy children as a control group. The multisystem inflammatory syndrome group was divided into those with cardiac involvement (n = 34) and those without (n = 22), as well as those with clinically mild-moderate (n = 30) and severe (n = 26) multisystem inflammatory syndrome. Blood samples for measurement of Pentraxin-3 levels were obtained from all patients before treatment and from the healthy controls. RESULTS In the patient group, the mean age was 8.2 ± 4 years (range: 2-17 years), and the male-to-female ratio was 1.8. In the control group, these values were 9.5 ± 3.7 years (range: 2-16 years) and 1.9, respectively (p > 0.05). Plasma Pentraxin-3 levels were significantly higher in multisystem inflammatory syndrome patients compared to controls (7.1 ± 5 ng/mL vs. 2.9 ± 2.1 ng/mL, p = 0.001). Patients with cardiac involvement had a significantly higher median Pentraxin-3 level than those without (5.8 ng/mL vs. 4.1 ng/mL, p = 0.004). Severe disease was also associated with a higher median Pentraxin-3 level compared to mild-moderate disease (6.1 ng/mL vs. 4.4 ng/mL, p = 0.001). Pentraxin-3 level was negatively correlated with left ventricular ejection fraction and positively correlated with B-type natriuretic peptide, troponin. CONCLUSION Elevated Pentraxin-3 levels in multisystem inflammatory syndrome patients may help predict the clinical course of the disease and cardiac involvement. However, larger-scale prospective studies are needed to further elucidate this.
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Affiliation(s)
- Dolunay Gürses
- Department of Pediatric Cardiology, Faculty of Medicine, Pamukkale University, Denizli, Turkey
| | - Münevver Yılmaz
- Department of Pediatric Cardiology, Faculty of Medicine, Pamukkale University, Denizli, Turkey
| | - Esin Avcı
- Department of Medical Biochemistry, Faculty of Medicine, Pamukkale University Denizli, Denizli, Turkey
| | - Merve Oğuz
- Department of Pediatric Cardiology, Faculty of Medicine, Pamukkale University, Denizli, Turkey
| | - Emine Sayın
- Department of Pediatric Cardiology, Faculty of Medicine, Pamukkale University, Denizli, Turkey
| | - Selçuk Yüksel
- Department of Pediatric Rheumatology, Faculty of Medicine, Onsekiz Mart University Çanakkale, Pamukkale, Turkey
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Odetola FO, Lin P, Ye W, Dombkowski KJ, Linden A. Health Care Resource Use and Costs After Hospitalization With Multiple Organ Dysfunction in Children. JAMA Netw Open 2025; 8:e2456246. [PMID: 39878981 PMCID: PMC11780478 DOI: 10.1001/jamanetworkopen.2024.56246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 11/07/2024] [Indexed: 01/31/2025] Open
Abstract
Importance Multiple organ dysfunction (MOD) is a leading cause of in-hospital child mortality. For survivors, posthospitalization health care resource use and costs are unknown. Objective To evaluate longitudinal health care resource use and costs after hospitalization with MOD in infants (aged <1 year) and children (aged 1-18 years). Design, Setting, and Participants This retrospective cohort study used nationwide data from 2004 to 2019 from Optum's deidentified Clinformatics Data Mart Database, an insurance claims database. Infants and children from birth to age 18 years with an index hospitalization between January 1, 2005, and December 31, 2018, were included. Infants (age <1 year) and children (age 1-18 years) with MOD (MOD cohort) or without MOD (non-MOD cohort) were separately identified, and cohorts were propensity score weighted to balance demographics and pre-index hospitalization characteristics, including health care use and comorbidities. The data were analyzed between January 7, 2022, and September 8, 2023. Main Outcomes and Measures Weighted generalized estimating equations were used to evaluate differences between cohorts in rehospitalizations, emergency department visits, and health care costs up to 5 years after the index hospitalization. Results During the study period, 9671 children in the MOD cohort were compared with 1 691 793 children in the non-MOD cohort in the weighted sample. Infants comprised 67.4% of the MOD cohort (mean [SD] age at index hospitalization, 0.1 [0.8] years; 51.2% male) and 87% of the non-MOD cohort (mean [SD] age at index hospitalization, 0.1 [0.8] years; 50.8% male), and children comprised 32.5% of the MOD cohort (mean [SD] age at index hospitalization, 11.6 [5.7] years; 50.7% female) and 13.0% of the non-MOD cohort (mean [SD] age at index hospitalization, 11.5 [5.5] years; 51.3% female). The infant MOD cohort had more emergency department visits, with an adjusted incidence rate ratio of 1.76 (95% CI, 1.56-1.97) at 30 days; this difference persisted for years 1 through 5. Children had a similar pattern except at 30 days among those who acquired new organ-supportive technology during the index hospitalization. Among infants, the MOD cohort had more rehospitalizations, with an adjusted incidence rate ratio of 12.45 (95% CI, 11.40-13.59) at 30 days; this difference persisted for years 1 through 5. A similar pattern was observed among children. Annual health care costs were higher for the MOD cohort in year 1 (infants: mean [SD], $80 133 [$6543] vs $5183 [$19] [P < .001]; children: mean [SD], $54 113 [$17 544] vs $10 935 [$95] [P < .001]) and in all years through year 5. Conclusions and Relevance In this cohort study of nearly 1.7 million children, survivors of MOD accrued substantial ongoing health care resource use and cost burden after the index hospitalization. These findings suggest that follow-up care of survivors of MOD should include economic well-being alongside measures of clinical health.
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Affiliation(s)
- Folafoluwa O. Odetola
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Michigan, Ann Arbor
- Child Health Evaluation and Research Center, University of Michigan, Ann Arbor
- Institute for Health Policy and Innovation, University of Michigan, Ann Arbor
| | - Paul Lin
- Institute for Health Policy and Innovation, University of Michigan, Ann Arbor
| | - Wen Ye
- Institute for Health Policy and Innovation, University of Michigan, Ann Arbor
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor
| | - Kevin J. Dombkowski
- Child Health Evaluation and Research Center, University of Michigan, Ann Arbor
- Institute for Health Policy and Innovation, University of Michigan, Ann Arbor
| | - Ariel Linden
- Department of Medicine, University of California, San Francisco
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Moore R, Chanci D, Brown S, Ripple MJ, Bishop NR, Grunwell J, Kamaleswaran R. PROGNOSTIC ACCURACY OF MACHINE LEARNING MODELS FOR IN-HOSPITAL MORTALITY AMONG CHILDREN WITH PHOENIX SEPSIS ADMITTED TO THE PEDIATRIC INTENSIVE CARE UNIT. Shock 2025; 63:80-87. [PMID: 39671551 PMCID: PMC12084116 DOI: 10.1097/shk.0000000000002501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2024]
Abstract
ABSTRACT Objective: The Phoenix sepsis criteria define sepsis in children with suspected or confirmed infection who have ≥2 in the Phoenix Sepsis Score. The adoption of the Phoenix sepsis criteria eliminated the Systemic Inflammatory Response Syndrome criteria from the definition of pediatric sepsis. The objective of this study is to derive and validate machine learning models predicting in-hospital mortality for children with suspected or confirmed infection or who met the Phoenix sepsis criteria for sepsis and septic shock. Materials and Methods: Retrospective cohort analysis of 63,824 patients with suspected or confirmed infection admission diagnosis in two pediatric intensive care units (PICUs) in Atlanta, Georgia, from January 1, 2010, through May 10, 2022. The Phoenix Sepsis Score criteria were applied to data collected within 24 h of PICU admission. The primary outcome was in-hospital mortality. The composite secondary outcome was in-hospital mortality or PICU length of stay (LOS) ≥ 72 h. Model-based score performance measures were the area under the precision-recall curve (AUPRC) and the area under the receiver operating characteristic curve (AUROC). Results: Among 18,389/63,824 (29%) children with suspected infection (median age [25th - 75th interquartile range [IQR]): 3.9 [1.1,10.9]; female, 45%, a total of 5,355 met Phoenix sepsis criteria within 24 h of PICU admission. Of the children with Phoenix sepsis, a total of 514 (9.6%) died in the hospital, and 2,848 (53.2%) died or had a PICU stay of ≥72 h. Children with Phoenix septic shock had an in-hospital mortality of 386 (16.4%) and 1,294 (54.9%) had in-hospital mortality or PICU stay of ≥72 h. For children with Phoenix sepsis and Phoenix septic shock, the multivariable logistic regression, light gradient boosting machine, random forest, eXtreme Gradient Boosting, support vector machine, multilayer perceptron, and decision tree models predicting in-hospital mortality had AUPRCs of 0.48-0.65 (95% CI range: 0.42-0.66), 0.50-0.70 (95% CI range: 0.44-0.70), 0.52-0.70 (95% CI range: 0.47-0.71), 0.50-0.70 (95% CI range: 0.44-0.70), 0.49-0.67 (95% CI range: 0.43-0.68), 0.49-0.66 (95% CI range: 0.45-0.67), and 0.30-0.38 (95% CI range: 0.28-0.40) and AUROCs of 0.82-0.88 (95% CI range: 0.82-0.90), 0.84-0.88 (95% CI range: 0.84-0.90), 0.81-0.88 (95% CI range: 0.81-0.90), 0.84-0.88 (95% CI range: 0.83-0.90), 0.82-0.87 (95% CI range: 0.82-0.90), 0.80-0.86 (95% CI range: 0.79-0.89), and 0.76-0.82 (95% CI range: 0.75-0.85), respectively. Conclusion: Among children with Phoenix sepsis admitted to a PICU, the random forest model had the best AUPRC for in-hospital mortality compared to the light gradient boosting machine, eXtreme Gradient Boosting, logistic regression, multilayer perceptron, support vector machine, and decision tree models or a Phoenix Sepsis Score ≥ 2. These findings suggest that machine learning methods to predict in-hospital mortality in children with suspected infection predict mortality in a PICU setting with more accuracy than application of the Phoenix sepsis criteria.
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Affiliation(s)
- Ronald Moore
- Department of Biomedical Informatics, Emory University, Atlanta, Georgia
| | - Daniela Chanci
- Department of Biomedical Engineering, Duke University, Durham, North Carolina
| | - Stephanie Brown
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia
- Division of Critical Care Medicine, Children’s Healthcare of Atlanta, Atlanta, Georgia
| | - Michael J. Ripple
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia
- Division of Critical Care Medicine, Children’s Healthcare of Atlanta, Atlanta, Georgia
| | - Natalie R. Bishop
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia
- Division of Critical Care Medicine, Children’s Healthcare of Atlanta, Atlanta, Georgia
| | - Jocelyn Grunwell
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia
- Division of Critical Care Medicine, Children’s Healthcare of Atlanta, Atlanta, Georgia
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Phan PH, Tran HMT, Hoang CN, Nguyen TV, Quek BH, Lee JH. The epidemiology of critical respiratory diseases in ex-premature infants in Vietnam: A prospective single-center study. Pediatr Pulmonol 2025; 60:e27289. [PMID: 39323116 DOI: 10.1002/ppul.27289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Revised: 08/16/2024] [Accepted: 09/14/2024] [Indexed: 09/27/2024]
Abstract
INTRODUCTION This study aimed to describe the epidemiology and etiologies of critical respiratory diseases of ex-premature infants (EPIs) admitted to the Pediatric Intensive Care unit (PICU). METHODS Infants ≤2 years old with acute respiratory illnesses admitted to PICU of Vietnam National Children's Hospital from November 2019 to April 2021 were enrolled and followed up to hospital discharge. We compared respiratory pathogens, outcomes, and PICU resources utilized between EPIs and term infants. Among EPIs, we described clinical characteristics and evaluated the association between associated factors and mortality. RESULTS Among 1183 patients, aged ≤2 years were admitted for critical respiratory illnesses, 202 (17.1%) were EPIs. Respiratory viruses were detected in 53.5% and 38.2% among EPIs and term infants, respectively. Compared to term infants, a higher proportion of EPIs required mechanical ventilation (MV) (85.6 vs. 66.5%, p < .005) and vasopressor support (37.6 vs. 10.7%%, p < .005). EPIs had a higher median PICU length of stay (11.0 [IQR: 7; 22] vs. 6.0 days [IQR: 3; 11], p = .09), hospital length of stay (21.5 [IQR: 13; 40] vs. 10.0 days [IQR: 5; 18], p < .005) and case fatality rate (31.3% vs. 22.6%) compared to term infants. Among EPIs, PIM-3 score (adjusted odds ratio [aOR]: 1.51; 95% confidence interval [CI]: 1.30-1.75) and PELOD-2 score at admission (aOR: 1.41; 95% CI: 1.08-1.85) were associated with mortality. CONCLUSIONS EPIs with critical respiratory illnesses constituted a significant population in the PICU, required more PICU support, and had worse clinical outcomes compared to term infants.
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Affiliation(s)
- Phuc Huu Phan
- Pediatric Intensive Care Unit, Vietnam National Children's Hospital, Hanoi, Vietnam
| | - Hanh My Thi Tran
- Pediatric Intensive Care Unit, Vietnam National Children's Hospital, Hanoi, Vietnam
| | - Canh Ngoc Hoang
- Pediatric Intensive Care Unit, Vietnam National Children's Hospital, Hanoi, Vietnam
| | - Thang Van Nguyen
- Pediatric Intensive Care Unit, Vietnam National Children's Hospital, Hanoi, Vietnam
| | - Bin Huey Quek
- Department of Neonatology, KK Women's and Children's Hospital, Singapore
| | - Jan Hau Lee
- Children's Intensive Care Unit, KK Women's and Children's Hospital, Singapore
- SingHealth Duke-NUS Global Health Institute, Singapore
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Menon S, Starr MC, Zang H, Collins M, Damian MA, Fuhrman D, Krallman K, Soranno DE, Webb TN, Slagle C, Joseph C, Martin SD, Mohamed T, Beebe ME, Ricci Z, Ollberding N, Selewski D, Gist KM. Characteristics and outcomes of children ≤ 10 kg receiving continuous kidney replacement therapy: a WE-ROCK study. Pediatr Nephrol 2025; 40:253-264. [PMID: 39164502 PMCID: PMC11969683 DOI: 10.1007/s00467-024-06438-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 05/23/2024] [Accepted: 06/07/2024] [Indexed: 08/22/2024]
Abstract
BACKGROUND Continuous kidney replacement therapy (CKRT) is often used for acute kidney injury (AKI) or fluid overload (FO) in children ≤ 10 kg. Intensive care unit (ICU) mortality in children ≤ 10 kg reported by the prospective pediatric CRRT (ppCRRT, 2001-2003) registry was 57%. We aimed to evaluate characteristics associated with ICU mortality using a contemporary registry. METHODS The Worldwide Exploration of Renal Replacement Outcomes Collaborative in Kidney Disease (WE-ROCK) registry is a retrospective, multinational, observational study of children and young adults aged 0-25 years receiving CKRT (2015-2021) for AKI or FO. This analysis included patients ≤ 10 kg at hospital admission. PRIMARY AND SECONDARY OUTCOMES ICU mortality and major adverse kidney events at 90 days (MAKE-90) defined as death, persistent kidney dysfunction, or dialysis within 90 days, respectively. RESULTS A total of 210 patients were included (median age 0.53 years (IQR, 0.1, 0.9)). ICU mortality was 46.5%. MAKE-90 occurred in 150/207 (72%). CKRT was initiated at a median 3 days (IQR 1, 9) after ICU admission and lasted a median 6 days (IQR 3, 16). On multivariable analysis, pediatric logistic organ dysfunction score (PELOD-2) at CKRT initiation was associated with increased odds of ICU mortality (aOR 2.64, 95% CI 1.68-4.16), and increased odds of MAKE-90 (aOR 2.2, 95% CI 1.31-3.69). Absence of comorbidity was associated with lower MAKE-90 (aOR 0.29, 95%CI 0.13-0.65). CONCLUSIONS We report on a contemporary cohort of children ≤ 10 kg treated with CKRT for acute kidney injury and/or fluid overload. ICU mortality is decreased compared to ppCRRT. The extended risk of death and morbidity at 90 days highlights the importance of close follow-up.
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Affiliation(s)
- Shina Menon
- Department of Pediatrics, Center for Academic Medicine, Pediatric Nephrology, Lucile Packard Children's Hospital, Stanford University, MC-5660, 453 Quarry Rd, Palo Alto, CA, 94304, USA.
- Department of Pediatrics, Seattle Children's Hospital, University of Washington School of Medicine, Seattle, WA, USA.
| | - Michelle C Starr
- Department of Pediatrics, Riley Children's Hospital, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Huaiyu Zang
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Michaela Collins
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Mihaela A Damian
- Department of Pediatrics, Center for Academic Medicine, Pediatric Nephrology, Lucile Packard Children's Hospital, Stanford University, MC-5660, 453 Quarry Rd, Palo Alto, CA, 94304, USA
| | - Dana Fuhrman
- Department of Pediatrics, Pittsburgh Children's Hospital, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Kelli Krallman
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Danielle E Soranno
- Department of Pediatrics, Riley Children's Hospital, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Tennille N Webb
- Department of Pediatrics, Children's Hospital of Alabama, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - Cara Slagle
- Department of Pediatrics, Riley Children's Hospital, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Catherine Joseph
- Department of Pediatrics, Baylor College of Medicine, Texas Children's Hospital, Houston, TX, USA
| | - Susan D Martin
- Division of Pediatric Critical Care, University of Rochester, Golisano Children's Hospital, Rochester, NY, USA
| | - Tahagod Mohamed
- The Kidney and Urinary Tract Center, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Morgan E Beebe
- The Kidney and Urinary Tract Center, Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - Zaccaria Ricci
- AOU Meyer Children's Hospital, IRCCS, Florence, University of Florence, Florence, Italy
| | - Nicholas Ollberding
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - David Selewski
- Medical University of South Carolina, Charleston, SC, USA
| | - Katja M Gist
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA
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AbdelHalim MM, El Sherbini SA, Ahmed ESS, Gharib HAA, Elgendy MO, Ibrahim ARN, Abdel Aziz HS. Management of Ventilator-Associated Pneumonia Caused by Pseudomonas and Acinetobacter Organisms in a Pediatric Center: A Randomized Controlled Study. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:2098. [PMID: 39768977 PMCID: PMC11676743 DOI: 10.3390/medicina60122098] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Revised: 11/26/2024] [Accepted: 12/18/2024] [Indexed: 01/11/2025]
Abstract
A dangerous infection contracted in hospitals, ventilator-associated pneumonia is frequently caused by bacteria that are resistant to several drugs. It is one of the main reasons why patients in intensive care units become ill or die. This research aimed to determine the most effective empirical therapy of antibiotics for better ventilator-associated pneumonia control and to improve patient outcomes by using the minimal inhibitory concentration method and the Ameri-Ziaei double antibiotic synergism test and by observing the clinical responses to both single and combination therapies. Patients between the ages of one month and twelve who had been diagnosed with ventilator-associated pneumonia and had been on mechanical ventilation for more than 48 h were included in the study, which was carried out in the Pediatric Intensive Care Unit at Cairo University's Hospital. When ventilator-associated pneumonia is suspected, it is critical to start appropriate antibiotic therapy as soon as possible. This is especially important in cases where multidrug-resistant Gram-negative infections may develop. Although using Polymyxins alone or in combination is effective, it is important to closely monitor their administration to prevent resistance from increasing. The combination therapy that showed the greatest improvement was a mix of aminoglycosides, quinolones, and β-lactams. A combination of aminoglycosides and dual β-lactams came next. Although the optimal duration of antibiotic treatment for ventilator-associated pneumonia is still unknown, treatments longer than seven days are usually required to eradicate MDR P. aeruginosa or A. baumannii completely.
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Affiliation(s)
- Mona Moheyeldin AbdelHalim
- Department of Clinical and Chemical Pathology, Faculty of Medicine, Cairo University, Cairo 12613, Egypt;
| | - Seham Awad El Sherbini
- Department of Pediatrics, Faculty of Medicine, Cairo University, Cairo12613, Egypt; (S.A.E.S.); (E.S.S.A.)
| | - El Shimaa Salah Ahmed
- Department of Pediatrics, Faculty of Medicine, Cairo University, Cairo12613, Egypt; (S.A.E.S.); (E.S.S.A.)
| | | | - Marwa O. Elgendy
- Department of Clinical Pharmacy, Beni-Suef University Hospitals, Faculty of Medicine, Beni-Suef University, Beni Suef 62521, Egypt
- Department of Clinical Pharmacy, Faculty of Pharmacy, Nahda University (NUB), Beni Suef 62764, Egypt
| | - Ahmed R. N. Ibrahim
- Department of Clinical Pharmacy, College of Pharmacy, King Khalid University, Abha 61421, Saudi Arabia;
| | - Heba Sherif Abdel Aziz
- Department of Clinical and Chemical Pathology, Faculty of Medicine, Cairo University, Cairo 12613, Egypt;
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Thadani S, Wu TC, Wu DTY, Kakajiwala A, Soranno DE, Cortina G, Srivastava R, Gist KM, Menon S. Machine Learning-Based Prediction Model for ICU Mortality After Continuous Renal Replacement Therapy Initiation in Children. Crit Care Explor 2024; 6:e1188. [PMID: 39688905 PMCID: PMC11654792 DOI: 10.1097/cce.0000000000001188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2024] Open
Abstract
BACKGROUND Continuous renal replacement therapy (CRRT) is the favored renal replacement therapy in critically ill patients. Predicting clinical outcomes for CRRT patients is difficult due to population heterogeneity, varying clinical practices, and limited sample sizes. OBJECTIVE We aimed to predict survival to ICUs and hospital discharge in children and young adults receiving CRRT using machine learning (ML) techniques. DERIVATION COHORT Patients less than 25 years of age receiving CRRT for acute kidney injury and/or volume overload from 2015 to 2021 (80%). VALIDATION COHORT Internal validation occurred in a testing group of patients from the dataset (20%). PREDICTION MODEL Retrospective international multicenter study utilizing an 80/20 training and testing cohort split, and logistic regression with L2 regularization (LR), decision tree, random forest (RF), gradient boosting machine, and support vector machine with linear kernel to predict ICU and hospital survival. Model performance was determined by the area under the receiver operating characteristic curve (AUROC) and the area under the precision-recall curve (AUPRC) due to the imbalance in the dataset. RESULTS Of the 933 patients included in this study, 538 (54%) were male with a median age of 8.97 years and interquartile range (1.81-15.0 yr). The ICU mortality was 35% and hospital mortality was 37%. The RF had the best performance for predicting ICU mortality (AUROC, 0.791 and AUPRC, 0.878) and LR for hospital mortality (AUROC, 0.777 and AUPRC, 0.859). The top two predictors of ICU survival were Pediatric Logistic Organ Dysfunction-2 score at CRRT initiation and admission diagnosis of respiratory failure. CONCLUSIONS These are the first ML models to predict survival at ICU and hospital discharge in children and young adults receiving CRRT. RF outperformed other models for predicting ICU mortality. Future studies should expand the input variables, conduct a more sophisticated feature selection, and use deep learning algorithms to generate more precise models.
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Affiliation(s)
- Sameer Thadani
- Department of Pediatric, Division of Critical Care Medicine and Nephrology, Baylor College of Medicine, Texas Children’s Hospital, Houston, TX
| | - Tzu-Chun Wu
- Department of Biostatistics, Health Informatics, and Data Sciences, University of Cincinnati, Cincinnati, OH
| | - Danny T. Y. Wu
- Department of Biostatistics, Health Informatics, and Data Sciences, University of Cincinnati, Cincinnati, OH
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Aadil Kakajiwala
- Department of Pediatrics, Division of Critical Care Medicine, Children’s National Hospital, Washington, DC
| | - Danielle E. Soranno
- Department of Pediatrics, Division of Nephrology, Indiana University School of Medicine, Indianapolis, IN
| | - Gerard Cortina
- Department of Pediatrics, Medical University of Innsbruck, Innsbruck, Austria
| | - Rachana Srivastava
- Division of Nephrology, Department of Pediatrics, University of California Los Angeles, Los Angeles, CA
| | - Katja M. Gist
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Shina Menon
- Division of Nephrology, Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA
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Percy AG, Keim G, Bhalla AK, Yehya N. Mechanical Power in Decelerating Flow versus Square Flow Ventilation in Pediatric Acute Respiratory Distress Syndrome. Anesthesiology 2024; 141:1095-1104. [PMID: 39190682 PMCID: PMC11560697 DOI: 10.1097/aln.0000000000005209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2024]
Abstract
BACKGROUND Mechanical power is a summary variable quantifying the risk of ventilator-induced lung injury. The original mechanical power equation was developed using square flow ventilation. However, most children are ventilated using decelerating flow. It is unclear whether mechanical power differs according to mode of flow delivery. This study compared mechanical power in children with acute respiratory distress syndrome who received both square and decelerating flow ventilation. METHODS This was a secondary analysis of a prospectively enrolled cohort of pediatric acute respiratory distress syndrome. Patients were ventilated on decelerating flow and then placed in square flow and allowed to stabilize. Ventilator metrics from both modes were collected within 24 h of acute respiratory distress syndrome onset. Paired t tests were used to compare differences in mechanical power between the modes. RESULTS This study enrolled 185 subjects with a median oxygenation index of 9.5 (interquartile range, 7 to 13) and median age of 8.3 yr (interquartile range, 1.8 to 14). Mechanical power was lower in square flow mode (mean, 0.46 J · min-1 · kg-1; SD, 0.25; 95% CI, 0.42 to 0.50) than in decelerating flow mode (mean, 0.49 J · min-1 · kg-1; SD, 0.28; 95% CI, 0.45 to 0.53) with a mean difference of 0.03 J · min-1 · kg-1 (SD, 0.08; 95% CI, 0.014 to 0.038; P < 0.001). This result remained statistically significant when stratified by age of less than 2 yr in square flow compared to decelerating flow and also when stratified by age of 2 yr or greater in square flow compared to decelerating flow. The elastic contribution in square flow was 70%, and the resistive contribution was 30%. CONCLUSIONS Mechanical power was marginally lower in square flow than in decelerating flow, although the clinical significance of this is unclear. Upward of 30% of mechanical power may go toward overcoming resistance, regardless of age. This is nearly three-fold greater resistance compared to what has been reported in adults. EDITOR’S PERSPECTIVE
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Affiliation(s)
- Andrew G Percy
- Department of Anesthesiology and Critical Care, Hospital of the University of Pennsylvania, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Garrett Keim
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Anoopindar K Bhalla
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, California
| | - Nadir Yehya
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
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Kohne JG, Carlton EF, Gorga SM, Gebremariam A, Quasney MW, Zimmerman J, Reeves SL, Barbaro RP. Oxygenation Severity Categories and Long-Term Quality of Life among Children who Survive Septic Shock. J Pediatr Intensive Care 2024; 13:408-414. [PMID: 39629345 PMCID: PMC11584271 DOI: 10.1055/s-0042-1756307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 07/08/2022] [Indexed: 10/14/2022] Open
Abstract
Objectives This study aimed to test whether early oxygenation failure severity categories (absent/mild/moderate/severe) were associated with health-related quality of life (HRQL) deterioration among children who survived sepsis-related acute respiratory failure. Methods We performed a secondary analysis of a study of community-acquired pediatric septic shock, Life After Pediatric Sepsis Evaluation. The primary outcome was an adjusted decline in HRQL ≥ 25% below baseline as assessed 3 months following admission. Logistic regression models were built to test the association of early oxygenation failure including covariates of age and nonrespiratory Pediatric Logistic Organ Dysfunction-2 score. Secondarily, we tested if there was an adjusted decline in HRQL at 6 and 12 months and functional status at 28 days. Results We identified 291 children who survived to discharge and underwent invasive ventilation. Of those, that 21% (61/291) had mild oxygenation failure, 20% (58/291) had moderate, and 17% (50/291) had severe oxygenation failure. Fifteen percent of children exhibited a decline in HRQL of at least 25% from their baseline at the 3-month follow-up time point. We did not identify an association between the adjusted severity of oxygenation failure and decline in HRQL ≥ 25% at 3-, 6-, or 12-month follow-up. Children with oxygenation failure were more likely to exhibit a decline in functional status from baseline to hospital discharge, but results were similar across severity categories. Conclusion Our findings that children of all oxygenation categories are at risk of HRQL decline suggest that those with mild lung injury should not be excluded from comprehensive follow-up, but more work is needed to identify those at the highest risk.
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Affiliation(s)
- Joseph G. Kohne
- Division of Critical Care Medicine, Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, United States
- Susan B. Meister Child Health Evaluation and Research Center, University of Michigan School of Medicine, Ann Arbor, Michigan, United States
| | - Erin F. Carlton
- Division of Critical Care Medicine, Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, United States
- Susan B. Meister Child Health Evaluation and Research Center, University of Michigan School of Medicine, Ann Arbor, Michigan, United States
| | - Stephen M. Gorga
- Division of Critical Care Medicine, Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, United States
| | - Acham Gebremariam
- Susan B. Meister Child Health Evaluation and Research Center, University of Michigan School of Medicine, Ann Arbor, Michigan, United States
| | - Michael W. Quasney
- Division of Critical Care Medicine, Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, United States
| | - 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, Washington, United States
| | - Sarah L. Reeves
- Susan B. Meister Child Health Evaluation and Research Center, University of Michigan School of Medicine, Ann Arbor, Michigan, United States
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan, United States
| | - Ryan P. Barbaro
- Division of Critical Care Medicine, Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, United States
- Susan B. Meister Child Health Evaluation and Research Center, University of Michigan School of Medicine, Ann Arbor, Michigan, United States
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Mishra R, Rup AR, Aggarwal B, Behera JR. Evolution of the Concept of Sepsis Scoring Systems in Pediatrics to Predict Mortality and Outcomes. Cureus 2024; 16:e74725. [PMID: 39735042 PMCID: PMC11682543 DOI: 10.7759/cureus.74725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Accepted: 11/28/2024] [Indexed: 12/31/2024] Open
Abstract
Sepsis continues to be a major contributor to illness and death in children, necessitating effective risk assessment tools. Incidence of pediatric sepsis in intensive care units is on increasing trend. Over the years, the concept of sepsis scoring systems has evolved to enhance the prediction of outcomes and mortality in pediatric age group. To better identify sepsis and septic shock status in the pediatric age group, various sepsis scores were developed. Properly applying these scores can significantly enhance timely decision making and ultimately reduce mortality rates. Selecting appropriate score should match the settings where they were designed. Scoring system is broadly categorized into two types - prognostic scores and descriptive or outcome scores. To improve care for critically ill children, it is important to develop tools that can better predict long-term mortality and morbidity and identify factors related to intensive care related events. This review article aims to discuss the evolution of various sepsis scoring systems, highlighting their development over time and their practical utility in clinical settings.
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Affiliation(s)
- Reshmi Mishra
- Pediatrics, Kalinga Institute of Medical Sciences, Bhubaneswar, IND
| | - Amit R Rup
- Pediatrics, Kalinga Institute of Medical Sciences, Bhubaneswar, IND
| | - Bharti Aggarwal
- Pediatrics, Kalinga Institute of Medical Sciences, Bhubaneswar, IND
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40
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Wong JJM, Abbas Q, Wang JQY, Xu W, Dang H, Phan PH, Guo L, Lee PC, Zhu X, Angurana SK, Pukdeetraipop M, Efar P, Yuliarto S, Choi I, Fan L, Hui AWF, Gan CS, Liu C, Samransamruajkit R, Cho HJ, Ong JSM, Lee JH. Severe Pneumonia in PICU Admissions: The Pediatric Acute and Critical Care Medicine Asian Network (PACCMAN) Observational Cohort Study, 2020-2022. Pediatr Crit Care Med 2024; 25:1035-1044. [PMID: 39177431 DOI: 10.1097/pcc.0000000000003598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/24/2024]
Abstract
OBJECTIVES Mortality from pneumonia is three times higher in Asia compared with industrialized countries. We aimed to determine the epidemiology, microbiology, and outcome of severe pneumonia in PICUs across the Pediatric Acute and Critical Care Medicine Asian Network (PACCMAN). DESIGN Prospective multicenter observational study from June 2020 to September 2022. SETTING Fifteen PICUs in PACCMAN. PATIENTS All children younger than 18 years old diagnosed with pneumonia and admitted to the PICU. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Clinical, microbiologic, and outcome data were recorded. The primary outcome was PICU mortality. Univariate and multivariable logistic regression was performed to investigate associations between PICU mortality and explanatory risk factors on presentation to the PICU. Among patients screened, 846 of 11,778 PICU patients (7.2%) with a median age of 1.2 years (interquartile range, 0.4-3.7 yr) had pneumonia. Respiratory syncytial virus was detected in 111 of 846 cases (13.1%). The most common bacteria were Staphylococcus species (71/846 [8.4%]) followed by Pseudomonas species (60/846 [7.1%]). Second-generation cephalosporins (322/846 [38.1%]) were the most common broad-spectrum antibiotics prescribed, followed by carbapenems (174/846 [20.6%]). Invasive mechanical ventilation and noninvasive respiratory support was provided in 438 of 846 (51.8%) and 500 of 846 (59.1%) patients, respectively. PICU mortality was 65 of 846 (7.7%). In the multivariable logistic regression model, age (adjusted odds ratio [aOR], 1.08; 95% CI, 1.00-1.16), Pediatric Index of Mortality 3 score (aOR, 1.03; 95% CI, 1.02-1.05), and drowsiness (aOR, 2.73; 95% CI, 1.24-6.00) were associated with greater odds of mortality. CONCLUSIONS In the PACCMAN contributing PICUs, pneumonia is a frequent cause for admission (7%) and is associated with a greater odds of mortality.
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Affiliation(s)
- Judith Ju Ming Wong
- Children's Intensive Care Unit, Department of Pediatric Subspecialties, KK Women's and Children's Hospital, Singapore
- Duke-NUS Medical School, Singapore
| | - Qalab Abbas
- Aga Khan University Hospital, Karachi, Pakistan
| | | | - Wei Xu
- Shengjing Hospital of China Medical University, Shenyang, China
| | - Hongxing Dang
- Children's Hospital of Chongqing Medical University, Chongqing, China
| | | | - Liang Guo
- Singapore Clinical Research Institute, Consortium for Clinical Research and Innovation, Singapore
- Cochrane, Singapore
| | - Pei Chuen Lee
- Universiti Kebangsaan Malaysia Medical Centre, Kuala Lumpur, Malaysia
| | - Xuemei Zhu
- Children's Hospital of Fudan University, Shanghai, China
| | | | | | - Pustika Efar
- Harapan Kita National Women and Children Health Center, Jakarta, Indonesia
| | - Saptadi Yuliarto
- Faculty of Medicine, Universitas Brawijaya, Saiful Anwar Hospital, Malang, Indonesia
| | - Insu Choi
- Chonnam National University Children's Hospital, Gwangju, South Korea
| | - Lijia Fan
- National University Hospital, Singapore
| | | | - Chin Seng Gan
- University Malaya Medical Centre, Kuala Lumpur, Malaysia
| | - Chunfeng Liu
- Shengjing Hospital of China Medical University, Shenyang, China
| | | | - Hwa Jin Cho
- Chonnam National University Children's Hospital, Gwangju, South Korea
| | | | - Jan Hau Lee
- Post Graduate Institute of Medical Education and Research, Chandigarh, India
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Stanski NL, Gist KM, Hasson D, Stenson EK, Seo J, Ollberding NJ, Muff-Luett M, Cortina G, Alobaidi R, See E, Kaddourah A, Fuhrman DY. Characteristics and Outcomes of Children and Young Adults With Sepsis Requiring Continuous Renal Replacement Therapy: A Comparative Analysis From the Worldwide Exploration of Renal Replacement Outcomes Collaborative in Kidney Disease (WE-ROCK). Crit Care Med 2024; 52:1686-1699. [PMID: 39258974 PMCID: PMC11881206 DOI: 10.1097/ccm.0000000000006405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/12/2024]
Abstract
OBJECTIVES Pediatric sepsis-associated acute kidney injury (AKI) often requires continuous renal replacement therapy (CRRT), but limited data exist regarding patient characteristics and outcomes. We aimed to describe these features, including the impact of possible dialytrauma (i.e., vasoactive requirement, negative fluid balance) on outcomes, and contrast them to nonseptic patients in an international cohort of children and young adults receiving CRRT. DESIGN A secondary analysis of Worldwide Exploration of Renal Replacement Outcomes Collaborative in Kidney Disease (WE-ROCK), an international, multicenter, retrospective study. SETTING Neonatal, cardiac and PICUs at 34 centers in nine countries from January 1, 2015, to December 31, 2021. PATIENTS Patients 0-25 years old requiring CRRT for AKI and/or fluid overload. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Among 1016 patients, 446 (44%) had sepsis at CRRT initiation and 650 (64%) experienced Major Adverse Kidney Events at 90 days (MAKE-90) (defined as a composite of death, renal replacement therapy [RRT] dependence, or > 25% decline in estimated glomerular filtration rate from baseline at 90 d from CRRT initiation). Septic patients were less likely to liberate from CRRT by 28 days (30% vs. 38%; p < 0.001) and had higher rates of MAKE-90 (70% vs. 61%; p = 0.002) and higher mortality (47% vs. 31%; p < 0.001) than nonseptic patients; however, septic survivors were less likely to be RRT dependent at 90 days (10% vs. 18%; p = 0.011). On multivariable regression, pre-CRRT vasoactive requirement, time to negative fluid balance, and median daily fluid balance over the first week of CRRT were not associated with MAKE-90; however, increasing duration of vasoactive requirement was independently associated with increased odds of MAKE-90 (adjusted OR [aOR], 1.16; 95% CI, 1.05-1.28) and mortality (aOR, 1.20; 95% CI, 1.1-1.32) for each additional day of support. CONCLUSIONS Septic children requiring CRRT have different clinical characteristics and outcomes compared with those without sepsis, including higher rates of mortality and MAKE-90. Increasing duration of vasoactive support during the first week of CRRT, a surrogate of potential dialytrauma, appears to be associated with these outcomes.
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Affiliation(s)
- Natalja L. Stanski
- Division of Critical Care Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Katja M. Gist
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Divsion of Cardiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Denise Hasson
- Hassenfeld Children’s Hospital at NYU Langone, New York, NY, USA
| | - Erin K. Stenson
- Univeristy of Colorado Anschutz Medical Campus, Children’s Hospital of Colorado, Aurora, CO, USA
| | - JangDong Seo
- Division of Biostatistics and Epidemiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Nicholas J. Ollberding
- Division of Biostatistics and Epidemiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | | | | | | | - Emily See
- The Royal Children’s Hospital, Melbourne, Australia
| | - Ahmad Kaddourah
- Weill Cornell Medical College-Qatar, Al Rayyan, Qatar
- Sidra Medicine, Doha, Qatar
| | - Dana Y. Fuhrman
- Division of Pediatrics and Critical Care Medicine, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, PA, USA
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López MDPA, Prata-Barbosa A, Lima-Setta F. Severity of illness scores in the pediatric intensive care unit: a practical guide. CRITICAL CARE SCIENCE 2024; 36:e20240205en. [PMID: 39442137 PMCID: PMC11554295 DOI: 10.62675/2965-2774.20240205-en] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2024] [Accepted: 07/13/2024] [Indexed: 10/25/2024]
Affiliation(s)
- María del Pilar Arias López
- Hospital de Niños Ricardo GutierrezPediatric Intensive Care UnitBuenos AiresArgentinaPediatric Intensive Care Unit, Hospital de Niños Ricardo Gutierrez - Buenos Aires, Argentina.
- Sociedad Argentina de Terapia IntensivaSATI-Q ProgramBuenos AiresArgentinaSATI-Q Program, Sociedad Argentina de Terapia Intensiva - Buenos Aires, Argentina.
| | - Arnaldo Prata-Barbosa
- Instituto D’Or de Pesquisa e EnsinoDepartment of PediatricsRio de JaneiroRJBrazilDepartment of Pediatrics, Instituto D’Or de Pesquisa e Ensino - Rio de Janeiro (RJ), Brazil.
| | - Fernanda Lima-Setta
- Instituto D’Or de Pesquisa e EnsinoDepartment of PediatricsRio de JaneiroRJBrazilDepartment of Pediatrics, Instituto D’Or de Pesquisa e Ensino - Rio de Janeiro (RJ), Brazil.
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Bonomo RA, Chow AW, Abrahamian FM, Bessesen M, Dellinger EP, Edwards MS, Goldstein E, Hayden MK, Humphries R, Kaye KS, Potoski BA, Rodríguez-Baño J, Sawyer R, Skalweit M, Snydman DR, Tamma PD, Donnelly K, Kaur D, Loveless J. 2024 Clinical Practice Guideline Update by the Infectious Diseases Society of America on Complicated Intra-abdominal Infections: Risk Assessment in Adults and Children. Clin Infect Dis 2024; 79:S88-S93. [PMID: 38963047 DOI: 10.1093/cid/ciae347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Accepted: 06/27/2024] [Indexed: 07/05/2024] Open
Abstract
This paper is part of a clinical practice guideline update on the risk assessment, diagnostic imaging, and microbiological evaluation of complicated intra-abdominal infections in adults, children, and pregnant people, developed by the Infectious Diseases Society of America. In this paper, the panel provides a recommendation for risk stratification according to severity of illness score. The panel's recommendation is based on evidence derived from systematic literature reviews and adheres to a standardized methodology for rating the certainty of evidence and strength of recommendation according to the GRADE (Grading of Recommendations, Assessment, Development, and Evaluation) approach.
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Affiliation(s)
- Robert A Bonomo
- Medical Service, Louis Stokes Cleveland Department of Veterans Affairs Medical Center, Cleveland, Ohio, USA
- Clinician Scientist Investigator, Research Service, Louis Stokes Cleveland Department of Veterans Affairs Medical Center, Cleveland, Ohio, USA
- Departments of Medicine, Pharmacology, Molecular Biology and Microbiology, Biochemistry, and Proteomics and Bioinformatics, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- CWRU-Cleveland VAMC Center for Antimicrobial Resistance and Epidemiology (Case VA CARES) Cleveland, Ohio, USA
| | - Anthony W Chow
- Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Fredrick M Abrahamian
- Department of Emergency Medicine, Olive View-University of California Los Angeles (UCLA) Medical Center, Sylmar, California, USA
- David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Mary Bessesen
- Department of Medicine, Veterans Affairs Eastern Colorado Health Care, Aurora, Colorado, USA
- Division of Infectious Diseases, University of Colorado School of Medicine, Aurora, Colorado, USA
| | | | - Morven S Edwards
- Division of Infectious Diseases, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | | | - Mary K Hayden
- Division of Infectious Diseases, Department of Medicine, Rush University Medical Center, Chicago, Illinois, USA
| | - Romney Humphries
- Division of Laboratory Medicine, Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Keith S Kaye
- Division of Allergy, Immunology and Infectious Diseases, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
| | - Brian A Potoski
- Department of Pharmacy and Therapeutics, University of Pittsburgh School of Pharmacy, Pittsburgh, Pennsylvania, USA
| | - Jesús Rodríguez-Baño
- Division of Infectious Diseases and Microbiology, Department of Medicine, Hospital Universitario Virgen Macarena, University of Seville, Biomedicines Institute of Seville-Consejo Superior de Investigaciones Científicas, Seville, Spain
| | - Robert Sawyer
- Department of Surgery, Western Michigan University Homer Stryker MD School of Medicine, Kalamazoo, Michigan, USA
| | - Marion Skalweit
- Department of Medicine and Biochemistry, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - David R Snydman
- Division of Geographic Medicine and Infectious Diseases, Tufts Medical Center, Boston, Massachusetts, USA
| | - Pranita D Tamma
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Katelyn Donnelly
- Clinical Affairs and Practice Guidelines, Infectious Diseases Society of America, Arlington, Virginia, USA
| | - Dipleen Kaur
- Clinical Affairs and Practice Guidelines, Infectious Diseases Society of America, Arlington, Virginia, USA
| | - Jennifer Loveless
- Clinical Affairs and Practice Guidelines, Infectious Diseases Society of America, Arlington, Virginia, USA
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Starr MC, Gist KM, Zang H, Ollberding NJ, Balani S, Cappoli A, Ciccia E, Joseph C, Kakajiwala A, Kessel A, Muff-Luett M, Santiago Lozano MJ, Pinto M, Reynaud S, Solomon S, Slagle C, Srivastava R, Shih WV, Webb T, Menon S. Continuous Kidney Replacement Therapy and Survival in Children and Young Adults: Findings From the Multinational WE-ROCK Collaborative. Am J Kidney Dis 2024; 84:406-415.e1. [PMID: 38364956 PMCID: PMC11324858 DOI: 10.1053/j.ajkd.2023.12.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 11/28/2023] [Accepted: 12/08/2023] [Indexed: 02/18/2024]
Abstract
RATIONALE & OBJECTIVE There are limited studies describing the epidemiology and outcomes in children and young adults receiving continuous kidney replacement therapy (CKRT). We aimed to describe associations between patient characteristics, CKRT prescription, and survival. STUDY DESIGN Retrospective multicenter cohort study. SETTING & PARTICIPANTS 980 patients aged from birth to 25 years who received CKRT between 2015 and 2021 at 1 of 32 centers in 7 countries participating in WE-ROCK (Worldwide Exploration of Renal Replacement Outcomes Collaborative in Kidney Diseases). EXPOSURE CKRT for acute kidney injury or volume overload. OUTCOMES Death before intensive care unit (ICU) discharge. ANALYTICAL APPROACH Descriptive statistics. RESULTS Median age was 8.8 years (IQR, 1.6-15.0), and median weight was 26.8 (IQR, 11.6-55.0) kg. CKRT was initiated a median of 2 (IQR, 1-6) days after ICU admission and lasted a median of 6 (IQR, 3-14) days. The most common CKRT modality was continuous venovenous hemodiafiltration. Citrate anticoagulation was used in 62%, and the internal jugular vein was the most common catheter placement location (66%). 629 participants (64.1%) survived at least until ICU discharge. CKRT dose, filter type, and anticoagulation were similar in those who did and did not survive to ICU discharge. There were apparent practice variations by institutional ICU size. LIMITATIONS Retrospective design; limited representation from centers outside the United States. CONCLUSIONS In this study of children and young adults receiving CKRT, approximately two thirds survived at least until ICU discharge. Although variations in dialysis mode and dose, catheter size and location, and anticoagulation were observed, survival was not detected to be associated with these parameters. PLAIN-LANGUAGE SUMMARY In this large contemporary epidemiological study of children and young adults receiving continuous kidney replacement therapy in the intensive care unit, we observed that two thirds of patients survived at least until ICU discharge. However, patients with comorbidities appeared to have worse outcomes. Compared with previously published reports on continuous kidney replacement therapy practice, we observed greater use of continuous venovenous hemodiafiltration with regional citrate anticoagulation.
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Affiliation(s)
- Michelle C Starr
- Division of Nephrology, Pediatric and Adolescent Comparative Effectiveness Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana
| | - Katja M Gist
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, Ohio
| | - Huaiyu Zang
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, Ohio
| | - Nicholas J Ollberding
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, Ohio
| | - Shanthi Balani
- Division of Nephrology, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota
| | - Andrea Cappoli
- Division of Nephrology, Department of Pediatrics, Children Hospital Bambino Gesù, Rome, Italy
| | - Eileen Ciccia
- Division of Nephrology, Department of Pediatrics, Washington University School of Medicine, St. Louis Children's Hospital, St. Louis, Missouri
| | - Catherine Joseph
- Division of Nephrology, Department of Pediatrics, Texas Children's Hospital, Houston, Texas
| | - Aadil Kakajiwala
- Division of Critical Care Medicine and Nephrology, Department of Pediatrics, Children's National Hospital, Washington, DC
| | - Aaron Kessel
- Division of Critical Care, Department of Pediatrics, Cohen Children's Medical Center, Zucker School of Medicine, New Hyde Park
| | - Melissa Muff-Luett
- Division of Nephrology, Department of Pediatrics, University of Nebraska Medical Center, Children's Hospital & Medical Center, Omaha, NE
| | - María J Santiago Lozano
- Division of Intensive Care, Department of Pediatrics, Gregorio Marañón University Hospital; School of Medicine, Madrid, Spain
| | - Matthew Pinto
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Maria Fareri Children's Hospital at Westchester Medical Center, Valhalla, New York
| | - Stephanie Reynaud
- Division of Pediatric and Neonatal Critical Care, Department of Pediatrics, Hôpital Bicêtre, Assistance Publique-Hôpitaux de Paris Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | - Sonia Solomon
- Division of Pediatric Nephrology, Department of Pediatrics, Maria Fareri Children's Hospital at Westchester Medical Center, Valhalla, New York
| | - Cara Slagle
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, Ohio
| | - Rachana Srivastava
- Division of Nephrology, Department of Pediatrics, UCLA Mattel Children's Hospital, Los Angeles, California
| | - Weiwen V Shih
- Division of Nephrology, Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, Aurora, Colorado
| | - Tennille Webb
- Division of Nephrology, Department of Pediatrics, Children's of Alabama and University of Alabama at Birmingham, Birmingham, Alabama
| | - Shina Menon
- Division of Nephrology, Department of Pediatrics, Seattle Children's Hospital, University of Washington, Seattle, Washington; Division of Nephrology, Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California.
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Pi D, Zheng L, Gao C, Xiao C, Yu Z, Fu Y, Li J, Chen C, Liu C, Zou Z, Xu F. RENIN AND ANGIOTENSIN (1-7) OFFER PREDICTIVE VALUE IN PEDIATRIC SEPSIS: FINDINGS FROM PROSPECTIVE OBSERVATIONAL COHORTS. Shock 2024; 62:488-495. [PMID: 39012767 DOI: 10.1097/shk.0000000000002417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/18/2024]
Abstract
ABSTRACT Background: Pediatric sepsis is a common and complex syndrome characterized by a dysregulated immune response to infection. Aberrations in the renin-angiotensin system (RAS) are factors in several infections of adults. However, the precise impact of RAS dysregulation in pediatric sepsis remains unclear. Methods: Serum samples were collected from a derivation cohort (58 patients with sepsis, 14 critically ill control subjects, and 37 healthy controls) and validation cohort (50 patients with sepsis, 37 critically ill control subjects, and 46 healthy controls). Serum RAS levels on day of pediatric intensive care unit admission were determined and compared with survival status and organ dysfunction. Results: In the derivation cohort, the serum renin concentration was significantly higher in patients with sepsis (3,678 ± 4,746) than that in healthy controls (635.6 ± 199.8) ( P < 0.0001). Meanwhile, the serum angiotensin (1-7) was significantly lower in patients with sepsis (89.7 ± 59.7) compared to that in healthy controls (131.4 ± 66.4) ( P < 0.01). These trends were confirmed in a validation cohort. Nonsurvivors had higher levels of renin (8,207 ± 7,903) compared to survivors (2,433 ± 3,193) ( P = 0.0001) and lower levels of angiotensin (1-7) (60.9 ± 51.1) compared to survivors (104.0 ± 85.1) ( P < 0.05). A combination of renin, angiotensin (1-7) and procalcitonin achieved a model for diagnosis with an area under the receiver operating curve of 0.87 (95% CI: 0.81-0.92). Conclusion: Circulating renin and angiotensin (1-7) have predictive value in pediatric sepsis.
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Affiliation(s)
- Dandan Pi
- Department of Intensive Care Unit, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
| | - Lijun Zheng
- Molecular Biology Laboratory of Respiratory Disease, Key Laboratory of Clinical Laboratory Diagnostics (Ministry of Education), College of Laboratory Medicine, Chongqing Medical University, Chongqing, China
| | - Caixia Gao
- Molecular Biology Laboratory of Respiratory Disease, Key Laboratory of Clinical Laboratory Diagnostics (Ministry of Education), College of Laboratory Medicine, Chongqing Medical University, Chongqing, China
| | - Changxue Xiao
- Department of Intensive Care Unit, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
| | - Zhicai Yu
- Department of Intensive Care Unit, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
| | - Yueqiang Fu
- Department of Intensive Care Unit, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
| | - Jing Li
- Department of Intensive Care Unit, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
| | - Chengzhi Chen
- Department of Occupational and Environmental Health, School of Public Health, Chongqing Medical University, Chongqing, China
| | - Chengjun Liu
- Department of Intensive Care Unit, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
| | | | - Feng Xu
- Department of Intensive Care Unit, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
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Kumar V, Sankar J, Jana M, Jat KR, Kabra SK, Lodha R. Comparison of Protocol-Based Continuous and Intermittent Tube Feeding in Mechanically Ventilated Critically Ill Children - An Open Label Randomized Controlled Trial. Indian J Pediatr 2024; 91:1001-1007. [PMID: 38064124 DOI: 10.1007/s12098-023-04941-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 11/03/2023] [Indexed: 09/21/2024]
Abstract
OBJECTIVES To compare the time taken to reach the target calories and proteins by protocol based "continuous tube feeding (CTF)" and "intermittent tube feeding (ITF)" in critically ill children. METHODS This trial was conducted in the Pediatric Intensive Care Unit (PICU) of a tertiary care institute. Eligible children were randomized to receive CTF or ITF. Target calories were defined as 70% of calorie amount as per the WHO formula and target protein was defined as 1.5 g/kg as per the American Society of Parenteral and Enteral Nutrition (ASPEN) criteria. The primary outcome was time taken to reach target calories, the secondary outcomes were time taken to reach target protein, incidence of feed intolerance, PICU mortality, duration of ventilation, and outcome on 28th day. RESULTS Fifty-eight children were randomized; 29 in each group. The baseline characters were comparable. The median (IQR) times for reaching target calories were 1.7 (1.4, 2.5) d and 1.8 (1.4, 4.4) d in the CTF and ITF groups, respectively [Hazards ratio (HR) 0.89 (95% CI 0.5, 1.5); p = 0.69]. For the target protein intake, the median times were comparable in the 2 groups [HR 0.82 (95% CI 0.4-1.5); p = 0.55]. The other outcomes were not significantly different between the groups. CONCLUSIONS The authors did not observe any difference in the time taken to reach target calories and protein between the two different modes of delivery of enteral nutrition.
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Affiliation(s)
- Vijaya Kumar
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Jhuma Sankar
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Manisha Jana
- Department of Radiodiagnosis, All India Institute of Medical Sciences, New Delhi, India
| | - Kana Ram Jat
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - S K Kabra
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Rakesh Lodha
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, 110029, India.
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Garbern SC, Mamun GMS, Shaima SN, Hakim N, Wegerich S, Alla S, Sarmin M, Afroze F, Sekaric J, Genisca A, Kadakia N, Shaw K, Rahman ASMMH, Gainey M, Ahmed T, Chisti MJ, Levine AC. A novel digital health approach to improving global pediatric sepsis care in Bangladesh using wearable technology and machine learning. PLOS DIGITAL HEALTH 2024; 3:e0000634. [PMID: 39475844 PMCID: PMC11524492 DOI: 10.1371/journal.pdig.0000634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Accepted: 09/06/2024] [Indexed: 11/02/2024]
Abstract
Sepsis is the leading cause of child death globally with low- and middle-income countries (LMICs) bearing a disproportionate burden of pediatric sepsis deaths. Limited diagnostic and critical care capacity and health worker shortages contribute to delayed recognition of advanced sepsis (severe sepsis, septic shock, and/or multiple organ dysfunction) in LMICs. The aims of this study were to 1) assess the feasibility of a wearable device for physiologic monitoring of septic children in a LMIC setting and 2) develop machine learning models that utilize readily available wearable and clinical data to predict advanced sepsis in children. This was a prospective observational study of children with sepsis admitted to an intensive care unit in Dhaka, Bangladesh. A wireless, wearable device linked to a smartphone was used to collect continuous recordings of physiologic data for the duration of each patient's admission. The correlation between wearable device-collected vital signs (heart rate [HR], respiratory rate [RR], temperature [T]) and manually collected vital signs was assessed using Pearson's correlation coefficients and agreement was assessed using Bland-Altman plots. Clinical and laboratory data were used to calculate twice daily pediatric Sequential Organ Failure Assessment (pSOFA) scores. Ridge regression was used to develop three candidate models for advanced sepsis (pSOFA > 8) using combinations of clinical and wearable device data. In addition, the lead time between the models' detection of advanced sepsis and physicians' documentation was compared. 100 children were enrolled of whom 41% were female with a mean age of 15.4 (SD 29.6) months. In-hospital mortality rate was 24%. Patients were monitored for an average of 2.2 days, with > 99% data capture from the wearable device during this period. Pearson's r was 0.93 and 0.94 for HR and RR, respectively) with r = 0.72 for core T). Mean difference (limits of agreement) was 0.04 (-14.26, 14.34) for HR, 0.29 (-5.91, 6.48) for RR, and -0.0004 (-1.48, 1.47) for core T. Model B, which included two manually measured variables (mean arterial pressure and SpO2:FiO2) and wearable device data had excellent discrimination, with an area under the Receiver-Operating Curve (AUC) of 0.86. Model C, which consisted of only wearable device features, also performed well, with an AUC of 0.78. Model B was able to predict the development of advanced sepsis more than 2.5 hours earlier compared to clinical documentation. A wireless, wearable device was feasible for continuous, remote physiologic monitoring among children with sepsis in a LMIC setting. Additionally, machine-learning models using wearable device data could discriminate cases of advanced sepsis without any laboratory tests and minimal or no clinician inputs. Future research will develop this technology into a smartphone-based system which can serve as both a low-cost telemetry monitor and an early warning clinical alert system, providing the potential for high-quality critical care capacity for pediatric sepsis in resource-limited settings.
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Affiliation(s)
- Stephanie C. Garbern
- Department of Emergency Medicine, Warren Alpert Medical School, Brown University, Providence, Rhode Island, United States of America
| | | | - Shamsun Nahar Shaima
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Nicole Hakim
- PhysIQ, Inc. Chicago, Illinois, United States of America
| | | | | | - Monira Sarmin
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Farzana Afroze
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | | | - Alicia Genisca
- Department of Emergency Medicine, Warren Alpert Medical School, Brown University, Providence, Rhode Island, United States of America
| | - Nidhi Kadakia
- Department of Emergency Medicine, Warren Alpert Medical School, Brown University, Providence, Rhode Island, United States of America
| | - Kikuyo Shaw
- Brown University, Providence, Rhode Island, United States of America
| | | | - Monique Gainey
- Department of Emergency Medicine, Warren Alpert Medical School, Brown University, Providence, Rhode Island, United States of America
| | - Tahmeed Ahmed
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Mohammod Jobayer Chisti
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Adam C. Levine
- Department of Emergency Medicine, Warren Alpert Medical School, Brown University, Providence, Rhode Island, United States of America
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Sallee CJ, Maddux AB, Hippensteel JA, Markovic D, Oshima K, Schwingshackl A, Mourani PM, Schmidt EP, Sapru A. CIRCULATING HEPARAN SULFATE PROFILES IN PEDIATRIC ACUTE RESPIRATORY DISTRESS SYNDROME. Shock 2024; 62:496-504. [PMID: 39331799 PMCID: PMC12080468 DOI: 10.1097/shk.0000000000002421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/29/2024]
Abstract
ABSTRACT Introduction: Sepsis-induced degradation of endothelial glycocalyx heparan sulfate (HS) contributes to the pulmonary microvascular endothelial injury characteristic of acute respiratory distress syndrome (ARDS) pathogenesis. Our objectives were to (1) examine relationships between plasma indices of HS degradation and protein biomarkers of endothelial injury and (2) identify patient subgroups characterized by distinct profiles of HS degradation in children with ARDS. Methods: We analyzed prospectively collected plasma (2018-2020) from a cohort of invasively mechanically ventilated children (aged >1 month to <18 years) with ARDS. Mass spectrometry characterized and quantified patterns of HS disaccharide sulfation. Protein biomarkers reflective of endothelial injury (e.g., angiopoietin-2, vascular cell adhesion molecule-1, soluble thrombomodulin) were measured with a multiplex immunoassay. Pearson correlation coefficients were used to construct a biomarker correlation network. Centrality metrics detected influential biomarkers (i.e., network hubs). K-means clustering identified unique patient subgroups based on HS disaccharide profiles. Results: We evaluated 36 patients with pediatric ARDS. HS disaccharide sulfation patterns, 6S, NS, and NS2S, positively correlated with all biomarkers of endothelial injury (all P < 0.05) and were classified as network hubs. We identified three patient subgroups, with cluster 3 (n = 5) demonstrating elevated levels of 6S and N-sulfated HS disaccharides. In cluster 3, 60% of children were female and nonpulmonary sepsis accounted for 60% of cases. Relative to cluster 1 (n = 12), cluster 3 was associated with higher oxygen saturation index (P = 0.029) and fewer 28-day ventilator-free days (P = 0.016). Conclusions: Circulating highly sulfated HS fragments may represent emerging mechanistic biomarkers of endothelial injury and disease severity in pediatric ARDS.
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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, California
| | - Aline B. Maddux
- Department of Pediatrics, Section of Pediatric Critical Care, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, Colorado
| | - Joseph A. Hippensteel
- Department of Medicine, Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Daniela Markovic
- Department of Medicine, Biostatistics Core, University of California Los Angeles, Los Angeles, California
| | - Kaori Oshima
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Harvard Medical School and Massachusetts General Hospital, Boston, Massachusetts
| | - 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, California
| | - 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, Arkansas
| | - Eric P. Schmidt
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Harvard Medical School and Massachusetts General Hospital, Boston, Massachusetts
| | - 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, California
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Wong JJM, Dang H, Gan CS, Phan PH, Kurosawa H, Aoki K, Lee SW, Ong JSM, Fan LJ, Tai CW, Chuah SL, Lee PC, Chor YK, Ngu L, Anantasit N, Liu C, Xu W, Wati DK, Gede SIB, Jayashree M, Liauw F, Pon KM, Huang L, Chong JY, Zhu X, Hon KLE, Leung KKY, Samransamruajkit R, Cheung YB, Lee JH. Lung-Protective Ventilation for Pediatric Acute Respiratory Distress Syndrome: A Nonrandomized Controlled Trial. Crit Care Med 2024; 52:1602-1611. [PMID: 38920618 DOI: 10.1097/ccm.0000000000006357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/27/2024]
Abstract
OBJECTIVES Despite the recommendation for lung-protective mechanical ventilation (LPMV) in pediatric acute respiratory distress syndrome (PARDS), there is a lack of robust supporting data and variable adherence in clinical practice. This study evaluates the impact of an LPMV protocol vs. standard care and adherence to LPMV elements on mortality. We hypothesized that LPMV strategies deployed as a pragmatic protocol reduces mortality in PARDS. DESIGN Multicenter prospective before-and-after comparison design study. SETTING Twenty-one PICUs. PATIENTS Patients fulfilled the Pediatric Acute Lung Injury Consensus Conference 2015 definition of PARDS and were on invasive mechanical ventilation. INTERVENTIONS The LPMV protocol included a limit on peak inspiratory pressure (PIP), delta/driving pressure (DP), tidal volume, positive end-expiratory pressure (PEEP) to F io2 combinations of the low PEEP acute respiratory distress syndrome network table, permissive hypercarbia, and conservative oxygen targets. MEASUREMENTS AND MAIN RESULTS There were 285 of 693 (41·1%) and 408 of 693 (58·9%) patients treated with and without the LPMV protocol, respectively. Median age and oxygenation index was 1.5 years (0.4-5.3 yr) and 10.9 years (7.0-18.6 yr), respectively. There was no difference in 60-day mortality between LPMV and non-LPMV protocol groups (65/285 [22.8%] vs. 115/406 [28.3%]; p = 0.104). However, total adherence score did improve in the LPMV compared to non-LPMV group (57.1 [40.0-66.7] vs. 47.6 [31.0-58.3]; p < 0·001). After adjusting for confounders, adherence to LPMV strategies (adjusted hazard ratio, 0.98; 95% CI, 0.97-0.99; p = 0.004) but not the LPMV protocol itself was associated with a reduced risk of 60-day mortality. Adherence to PIP, DP, and PEEP/F io2 combinations were associated with reduced mortality. CONCLUSIONS Adherence to LPMV elements over the first week of PARDS was associated with reduced mortality. Future work is needed to improve implementation of LPMV in order to improve adherence.
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Affiliation(s)
- Judith Ju Ming Wong
- Children's Intensive Care Unit, KK Women's and Children's Hospital, Singapore
- Duke-NUS Medical School, Singapore
| | - Hongxing Dang
- Children's Hospital of Chongqing Medical University, Chongqing, China
- China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Chongqing, China
| | - Chin Seng Gan
- Department of Paediatrics, University Malaya Medical Centre, University Malaya, Kuala Lumpur, Malaysia
| | - Phuc Huu Phan
- Vietnam National Children's Hospital, Hanoi, Vietnam
| | | | - Kazunori Aoki
- Hyogo Prefectural Kobe Children's Hospital, Hyogo, Japan
| | - Siew Wah Lee
- Sultanah Aminah Hospital, Johor, Malaysia
- Hospital Tengku Ampuan Rahimah, Selangor, Malaysia
| | | | - Li Jia Fan
- Division of Paediatric Critical Care, National University Hospital, Singapore
| | - Chian Wern Tai
- Universiti Kebangsaan Malaysia Specialist Children's Hospital, Kuala Lumpur, Malaysia
| | - Soo Lin Chuah
- Department of Paediatrics, University Malaya Medical Centre, University Malaya, Kuala Lumpur, Malaysia
| | - Pei Chuen Lee
- Universiti Kebangsaan Malaysia Specialist Children's Hospital, Kuala Lumpur, Malaysia
| | | | - Louise Ngu
- Sarawak General Hospital, Sarawak, Malaysia
| | | | - Chunfeng Liu
- Shengjing Hospital of China Medical University, Liaoning, China
| | - Wei Xu
- Shengjing Hospital of China Medical University, Liaoning, China
| | - Dyah Kanya Wati
- Pediatric Emergency and Intensive Care Unit, Prof I.G.N.G Ngoerah Hospital, Bali, Indonesia
- Medical Faculty, Udayana University, Bali, Indonesia
| | - Suparyatha Ida Bagus Gede
- Pediatric Emergency and Intensive Care Unit, Prof I.G.N.G Ngoerah Hospital, Bali, Indonesia
- Medical Faculty, Udayana University, Bali, Indonesia
| | | | - Felix Liauw
- Harapan Kita National Women and Children Health Center, Jakarta, Indonesia
| | | | - Li Huang
- Guangzhou Women and Children's Medical Center, Guangdong, China
| | - Jia Yueh Chong
- Hospital Tunku Azizah Kuala Lumpur, Kuala Lumpur, Malaysia
| | - Xuemei Zhu
- Children's Hospital of Fudan University, Shanghai, China
| | - Kam Lun Ellis Hon
- Paediatric Intensive Care Unit, Hong Kong Children's Hospital, Hong Kong Special Administrative Region, China
| | - Karen Ka Yan Leung
- Paediatric Intensive Care Unit, Hong Kong Children's Hospital, Hong Kong Special Administrative Region, China
| | - Rujipat Samransamruajkit
- Division of Pediatric Critical Care, King Chulalongkorn Memorial Hospital, Bangkok, Thailand
- Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Yin Bun Cheung
- Duke-NUS Medical School, Singapore
- Tampere Center for Child, Adolescent and Maternal Health Research, Tampere University, Tampere, Finland
| | - Jan Hau Lee
- Children's Intensive Care Unit, KK Women's and Children's Hospital, Singapore
- Duke-NUS Medical School, Singapore
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50
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Hasson DC, Gist KM, Seo J, Stenson EK, Kessel A, Haga T, LaFever S, Santiago MJ, Barhight M, Selewski D, Ricci Z, Ollberding NJ, Stanski NL, on behalf of the Worldwide Exploration of Renal Replacement Outcomes Collaborative in Kidney Disease (WE-ROCK) Collaborative. The Association Between Vasopressin and Adverse Kidney Outcomes in Children and Young Adults Requiring Vasopressors on Continuous Renal Replacement Therapy. Crit Care Explor 2024; 6:e1156. [PMID: 39318499 PMCID: PMC11419489 DOI: 10.1097/cce.0000000000001156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/26/2024] Open
Abstract
OBJECTIVES Continuous renal replacement therapy (CRRT) and shock are both associated with high morbidity and mortality in the ICU. Adult data suggest renoprotective effects of vasopressin vs. catecholamines (norepinephrine and epinephrine). We aimed to determine whether vasopressin use during CRRT was associated with improved kidney outcomes in children and young adults. DESIGN Secondary analysis of Worldwide Exploration of Renal Replacement Outcomes Collaborative in Kidney Disease (WE-ROCK), a multicenter, retrospective cohort study. SETTING Neonatal, cardiac, PICUs at 34 centers internationally from January 1, 2015, to December 31, 2021. PATIENTS/SUBJECTS Patients younger than 25 years receiving CRRT for acute kidney injury and/or fluid overload and requiring vasopressors. Patients receiving vasopressin were compared with patients receiving only norepinephrine/epinephrine. The impact of timing of vasopressin relative to CRRT start was assessed by categorizing patients as: early (on or before day 0), intermediate (days 1-2), and late (days 3-7). INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Of 1016 patients, 665 (65%) required vasopressors in the first week of CRRT. Of 665, 248 (37%) received vasopressin, 473 (71%) experienced Major Adverse Kidney Events at 90 days (MAKE-90) (death, renal replacement therapy dependence, and/or > 125% increase in serum creatinine from baseline 90 days from CRRT initiation), and 195 (29%) liberated from CRRT on the first attempt within 28 days. Receipt of vasopressin was associated with higher odds of MAKE-90 (adjusted odds ratio [aOR], 1.80; 95% CI, 1.20-2.71; p = 0.005) but not liberation success. In the vasopressin group, intermediate/late initiation was associated with higher odds of MAKE-90 (aOR, 2.67; 95% CI, 1.17-6.11; p = 0.02) compared with early initiation. CONCLUSIONS Nearly two-thirds of children and young adults receiving CRRT required vasopressors, including over one-third who received vasopressin. Receipt of vasopressin was associated with more MAKE-90, although earlier initiation in those who received it appears beneficial. Prospective studies are needed to understand the appropriate timing, dose, and subpopulation for use of vasopressin.
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Affiliation(s)
- Denise C. Hasson
- Division of Pediatric Critical Care Medicine, Hassenfeld Children’s Hospital at New York University Langone Health, New York, NY
| | - Katja M. Gist
- Division of Cardiac Critical Care Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - JangDong Seo
- Division of Biostatistics and the University of Cincinnati, College of Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Erin K. Stenson
- Division of Pediatric Critical Care Medicine, University of Colorado Anschutz Medical Campus, Children’s Hospital Colorado, Aurora, CO
| | - Aaron Kessel
- Division of Critical Care Medicine, Northwell Health, Cohen Children’s Hospital Medical Center, New Hyde Park, NY
| | - Taiki Haga
- Department of Critical Care Medicine, Osaka City General Hospital, Osaka, Japan
| | - Sara LaFever
- Pediatric Intensive Care Unit and Pediatrics Department, Hospital General Universitario Gregorio Marañón, Universidad Complutense de Madrid, Madrid, Spain
| | - Maria Jose Santiago
- Pediatric Intensive Care Unit and Pediatrics Department, Hospital General Universitario Gregorio Marañón, Universidad Complutense de Madrid, Madrid, Spain
| | - Matthew Barhight
- Division of Critical Care Medicine, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL
| | - David Selewski
- Division of Pediatric Nephrology, Medical University of South Carolina, Charleston, SC
| | - Zaccaria Ricci
- Department of Pediatrics, Meyer Children’s Hospital IRCCS, Florence, Italy
| | - Nicholas J. Ollberding
- Division of Biostatistics and the University of Cincinnati, College of Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Natalja L. Stanski
- Division of Critical Care Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - on behalf of the Worldwide Exploration of Renal Replacement Outcomes Collaborative in Kidney Disease (WE-ROCK) Collaborative
- Division of Pediatric Critical Care Medicine, Hassenfeld Children’s Hospital at New York University Langone Health, New York, NY
- Division of Cardiac Critical Care Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
- Division of Biostatistics and the University of Cincinnati, College of Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
- Division of Pediatric Critical Care Medicine, University of Colorado Anschutz Medical Campus, Children’s Hospital Colorado, Aurora, CO
- Division of Critical Care Medicine, Northwell Health, Cohen Children’s Hospital Medical Center, New Hyde Park, NY
- Department of Critical Care Medicine, Osaka City General Hospital, Osaka, Japan
- Pediatric Intensive Care Unit and Pediatrics Department, Hospital General Universitario Gregorio Marañón, Universidad Complutense de Madrid, Madrid, Spain
- Division of Critical Care Medicine, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL
- Division of Pediatric Nephrology, Medical University of South Carolina, Charleston, SC
- Department of Pediatrics, Meyer Children’s Hospital IRCCS, Florence, Italy
- Division of Critical Care Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
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