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Chandna A, Keang S, Vorlark M, Sambou B, Chhingsrean C, Sina H, Vichet P, Patel K, Habsreng E, Riedel A, Mwandigha L, Koshiaris C, Perera-Salazar R, Turner P, Chanpheaktra N, Turner C. A Prognostic Model for Critically Ill Children in Locations With Emerging Critical Care Capacity. Pediatr Crit Care Med 2024; 25:189-200. [PMID: 37947482 PMCID: PMC10904005 DOI: 10.1097/pcc.0000000000003394] [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: 11/12/2023]
Abstract
OBJECTIVES To develop a clinical prediction model to risk stratify children admitted to PICUs in locations with limited resources, and compare performance of the model to nine existing pediatric severity scores. DESIGN Retrospective, single-center, cohort study. SETTING PICU of a pediatric hospital in Siem Reap, northern Cambodia. PATIENTS Children between 28 days and 16 years old admitted nonelectively to the PICU. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Clinical and laboratory data recorded at the time of PICU admission were collected. The primary outcome was death during PICU admission. One thousand five hundred fifty consecutive nonelective PICU admissions were included, of which 97 died (6.3%). Most existing severity scores achieved comparable discrimination (area under the receiver operating characteristic curves [AUCs], 0.71-0.76) but only three scores demonstrated moderate diagnostic utility for triaging admissions into high- and low-risk groups (positive likelihood ratios [PLRs], 2.65-2.97 and negative likelihood ratios [NLRs], 0.40-0.46). The newly derived model outperformed all existing severity scores (AUC, 0.84; 95% CI, 0.80-0.88; p < 0.001). Using one particular threshold, the model classified 13.0% of admissions as high risk, among which probability of mortality was almost ten-fold greater than admissions triaged as low-risk (PLR, 5.75; 95% CI, 4.57-7.23 and NLR, 0.47; 95% CI, 0.37-0.59). Decision curve analyses indicated that the model would be superior to all existing severity scores and could provide utility across the range of clinically plausible decision thresholds. CONCLUSIONS Existing pediatric severity scores have limited potential as risk stratification tools in resource-constrained PICUs. If validated, our prediction model would be a readily implementable mechanism to support triage of critically ill children at admission to PICU and could provide value across a variety of contexts where resource prioritization is important.
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Affiliation(s)
- Arjun Chandna
- Cambodia Oxford Medical Research Unit, Angkor Hospital for Children, Siem Reap, Cambodia
- Centre for Tropical Medicine & Global Health, University of Oxford, Oxford, United Kingdom
| | - Suy Keang
- Cambodia Oxford Medical Research Unit, Angkor Hospital for Children, Siem Reap, Cambodia
- Department of Intensive Care Medicine, Angkor Hospital for Children, Siem Reap, Cambodia
| | - Meas Vorlark
- Department of Intensive Care Medicine, Angkor Hospital for Children, Siem Reap, Cambodia
| | - Bran Sambou
- Cambodia Oxford Medical Research Unit, Angkor Hospital for Children, Siem Reap, Cambodia
| | - Chhay Chhingsrean
- Cambodia Oxford Medical Research Unit, Angkor Hospital for Children, Siem Reap, Cambodia
| | - Heav Sina
- Cambodia Oxford Medical Research Unit, Angkor Hospital for Children, Siem Reap, Cambodia
| | - Pav Vichet
- Cambodia Oxford Medical Research Unit, Angkor Hospital for Children, Siem Reap, Cambodia
| | - Kaajal Patel
- Cambodia Oxford Medical Research Unit, Angkor Hospital for Children, Siem Reap, Cambodia
- Department of Global Child Health, Angkor Hospital for Children, Siem Reap, Cambodia
| | - Eang Habsreng
- Department of Intensive Care Medicine, Angkor Hospital for Children, Siem Reap, Cambodia
| | - Arthur Riedel
- Department of Global Child Health, Angkor Hospital for Children, Siem Reap, Cambodia
| | - Lazaro Mwandigha
- Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
| | - Constantinos Koshiaris
- Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
| | - Rafael Perera-Salazar
- Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
| | - Paul Turner
- Cambodia Oxford Medical Research Unit, Angkor Hospital for Children, Siem Reap, Cambodia
- Centre for Tropical Medicine & Global Health, University of Oxford, Oxford, United Kingdom
| | | | - Claudia Turner
- Cambodia Oxford Medical Research Unit, Angkor Hospital for Children, Siem Reap, Cambodia
- Centre for Tropical Medicine & Global Health, University of Oxford, Oxford, United Kingdom
- Angkor Hospital for Children, Siem Reap, Cambodia
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2
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Long E, Borland ML, George S, Jani S, Tan E, Neutze J, Phillips N, Kochar A, Craig S, Lithgow A, Rao A, Dalziel S, Oakley E, Hearps S, Singh S, Gelbart B, McNab S, Balamuth F, Weiss S, Kuppermann N, Williams A, Babl FE. Sepsis epidemiology in Austral ian and New Zealand children (SENTINEL): protocol for a multicountry prospective observational study. BMJ Open 2024; 14:e077471. [PMID: 38216206 PMCID: PMC10806766 DOI: 10.1136/bmjopen-2023-077471] [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: 07/06/2023] [Accepted: 12/20/2023] [Indexed: 01/14/2024] Open
Abstract
INTRODUCTION Sepsis affects 25.2 million children per year globally and causes 3.4 million deaths, with an annual cost of hospitalisation in the USA of US$7.3 billion. Despite being common, severe and expensive, therapies and outcomes from sepsis have not substantially changed in decades. Variable case definitions, lack of a reference standard for diagnosis and broad spectrum of disease hamper efforts to evaluate therapies that may improve sepsis outcomes. This landscape analysis of community-acquired childhood sepsis in Australia and New Zealand will characterise the burden of disease, including incidence, severity, outcomes and cost. Sepsis diagnostic criteria and risk stratification tools will be prospectively evaluated. Sepsis therapies, quality of care, parental awareness and understanding of sepsis and parent-reported outcome measures will be described. Understanding these aspects of sepsis care is fundamental for the design and conduct of interventional trials to improve childhood sepsis outcomes. METHODS AND ANALYSIS This prospective observational study will include children up to 18 years of age presenting to 12 emergency departments with suspected sepsis within the Paediatric Research in Emergency Departments International Collaborative network in Australia and New Zealand. Presenting characteristics, management and outcomes will be collected. These will include vital signs, serum biomarkers, clinician assessment of severity of disease, intravenous fluid administration for the first 24 hours of hospitalisation, organ support therapies delivered, antimicrobial use, microbiological diagnoses, hospital and intensive care unit length-of-stay, mortality censored at hospital discharge or 30 days from enrolment (whichever comes first) and parent-reported outcomes 90 days from enrolment. We will use these data to determine sepsis epidemiology based on existing and novel diagnostic criteria. We will also validate existing and novel sepsis risk stratification criteria, characterise antimicrobial stewardship, guideline adherence, cost and report parental awareness and understanding of sepsis and parent-reported outcome measures. ETHICS AND DISSEMINATION Ethics approval was received from the Royal Children's Hospital of Melbourne, Australia Human Research Ethics Committee (HREC/69948/RCHM-2021). This included incorporated informed consent for follow-up. The findings will be disseminated in a peer-reviewed journal and at academic conferences. TRIAL REGISTRATION NUMBER ACTRN12621000920897; Pre-results.
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Affiliation(s)
- Elliot Long
- Department of Emergency Medicine, The Royal Children’s Hospital, Parkville, Victoria, Australia
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Victoria, Australia
- Department of Critical Care, The University of Melbourne, Parkville, Victoria, Australia
| | - Meredith L Borland
- Department of Emergency Medicine, Perth Children’s Hospital, Perth, Western Australia, Australia
- Division of Emergency Medicine and Paediatrics, University of Western Australia, Perth, Western Australia, Australia
| | - Shane George
- Division of Emergency Medicine and Children’s Critical Care, Gold Coast University Hospital, Gold Coast, Queensland, Australia
- School of Medicine and Menzies Institute Queensland, Griffith University, Southport, Queensland, Australia
- Child Health Research Centre, The University of Queensland, South Brisbane, Queensland, Australia
| | - Shefali Jani
- Department of Emergency Medicine, The Children’s Hospital at Westmead, Westmead, New South Wales, Australia
- Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia
| | - Eunicia Tan
- Kidz first Middlemore Hospital, Auckland, New Zealand
| | | | - Natalie Phillips
- Child Health Research Centre, The University of Queensland, South Brisbane, Queensland, Australia
- Emergency Department, Queensland Children’s Hospital, South Brisbane, Queensland, Australia
| | - Amit Kochar
- Department of Emergency Medicine, Women and Children’s Hospital, Adelaide, South Australia, Australia
- Department of Acute Care Medicine, The University of Adelaide, Adelaide, South Australia, Australia
| | - Simon Craig
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Victoria, Australia
- Department of Emergency Medicine, Monash Medical Centre, Clayton, Victoria, Australia
- Department of Paediatrics, Monash University, Clayton, Victoria, Australia
| | - Anna Lithgow
- Department of Paediatrics, The Royal Darwin Hospital, Tiwi, Northern Territory, Australia
| | - Arjun Rao
- Department of Emergency Medicine, Sydney Children’s Hospital, Randwick, New South Wales, Australia
- School of Women’s and Children’s Health, The University of New South Wales, Sydney, New South Wales, Australia
| | - Stuart Dalziel
- Emergency Department, Starship Children’s Hospital, Auckland, New Zealand
- Department of Surgery and Paediatrics, The University of Auckland, Auckland, New Zealand
| | - Ed Oakley
- Department of Emergency Medicine, The Royal Children’s Hospital, Parkville, Victoria, Australia
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Victoria, Australia
- Department of Critical Care, The University of Melbourne, Parkville, Victoria, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, Victoria, Australia
| | - Stephen Hearps
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Victoria, Australia
- Department of Critical Care, The University of Melbourne, Parkville, Victoria, Australia
| | - Sonia Singh
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Victoria, Australia
- University of California Davis School of Medicine, Sacremento, California, USA
| | - Ben Gelbart
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Victoria, Australia
- Department of Critical Care, The University of Melbourne, Parkville, Victoria, Australia
- Intensive Care Unit, The Royal Children’s Hospital, Parkville, Victoria, Australia
| | - Sarah McNab
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Victoria, Australia
- Department of General Medicine, The Royal Children’s Hospital, Parkville, Victoria, Australia
| | - Fran Balamuth
- Division of Emergency Medicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Pediatrics, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Scott Weiss
- Nemours Children’s Health and Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Nathan Kuppermann
- Departments of Emergency Medicine and Pediatrics, University of California Davis School of Medicine and University of California Davis Health, Sacremento, California, USA
| | - Amanda Williams
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Victoria, Australia
| | - Franz E Babl
- Department of Emergency Medicine, The Royal Children’s Hospital, Parkville, Victoria, Australia
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Victoria, Australia
- Department of Critical Care, The University of Melbourne, Parkville, Victoria, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, Victoria, Australia
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Weiss SL, Fitzgerald JC. Pediatric Sepsis Diagnosis, Management, and Sub-phenotypes. Pediatrics 2024; 153:e2023062967. [PMID: 38084084 PMCID: PMC11058732 DOI: 10.1542/peds.2023-062967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/20/2023] [Indexed: 01/02/2024] Open
Abstract
Sepsis and septic shock are major causes of morbidity, mortality, and health care costs for children worldwide, including >3 million deaths annually and, among survivors, risk for new or worsening functional impairments, including reduced quality of life, new respiratory, nutritional, or technological assistance, and recurrent severe infections. Advances in understanding sepsis pathophysiology highlight a need to update the definition and diagnostic criteria for pediatric sepsis and septic shock, whereas new data support an increasing role for automated screening algorithms and biomarker combinations to assist earlier recognition. Once sepsis or septic shock is suspected, attention to prompt initiation of broad-spectrum empiric antimicrobial therapy, fluid resuscitation, and vasoactive medications remain key components to initial management with several new and ongoing studies offering new insights into how to optimize this approach. Ultimately, a key goal is for screening to encompass as many children as possible at risk for sepsis and trigger early treatment without increasing unnecessary broad-spectrum antibiotics and preventable hospitalizations. Although the role for adjunctive treatment with corticosteroids and other metabolic therapies remains incompletely defined, ongoing studies will soon offer updated guidance for optimal use. Finally, we are increasingly moving toward an era in which precision therapeutics will bring novel strategies to improve outcomes, especially for the subset of children with sepsis-induced multiple organ dysfunction syndrome and sepsis subphenotypes for whom antibiotics, fluid, vasoactive medications, and supportive care remain insufficient.
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Affiliation(s)
- Scott L. Weiss
- Division of Critical Care, Department of Pediatrics, Nemours Children’s Health, Wilmington, DE, USA
- Departments of Pediatrics & Pathology, Anatomy, and Cell Biology, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - Julie C. Fitzgerald
- Department of Anesthesiology and Critical Care, Children’s Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Pediatric Sepsis Program at the Children’s Hospital of Philadelphia, Philadelphia, PA, USA
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4
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Chandna A, Mwandigha L, Koshiaris C, Limmathurotsakul D, Nosten F, Lubell Y, Perera-Salazar R, Turner C, Turner P. External validation of clinical severity scores to guide referral of paediatric acute respiratory infections in resource-limited primary care settings. Sci Rep 2023; 13:19026. [PMID: 37923813 PMCID: PMC10624658 DOI: 10.1038/s41598-023-45746-4] [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: 03/29/2023] [Accepted: 10/23/2023] [Indexed: 11/06/2023] Open
Abstract
Accurate and reliable guidelines for referral of children from resource-limited primary care settings are lacking. We identified three practicable paediatric severity scores (the Liverpool quick Sequential Organ Failure Assessment (LqSOFA), the quick Pediatric Logistic Organ Dysfunction-2, and the modified Systemic Inflammatory Response Syndrome) and externally validated their performance in young children presenting with acute respiratory infections (ARIs) to a primary care clinic located within a refugee camp on the Thailand-Myanmar border. This secondary analysis of data from a longitudinal birth cohort study consisted of 3010 ARI presentations in children aged ≤ 24 months. The primary outcome was receipt of supplemental oxygen. We externally validated the discrimination, calibration, and net-benefit of the scores, and quantified gains in performance that might be expected if they were deployed as simple clinical prediction models, and updated to include nutritional status and respiratory distress. 104/3,010 (3.5%) presentations met the primary outcome. The LqSOFA score demonstrated the best discrimination (AUC 0.84; 95% CI 0.79-0.89) and achieved a sensitivity and specificity > 0.80. Converting the scores into clinical prediction models improved performance, resulting in ~ 20% fewer unnecessary referrals and ~ 30-50% fewer children incorrectly managed in the community. The LqSOFA score is a promising triage tool for young children presenting with ARIs in resource-limited primary care settings. Where feasible, deploying the score as a simple clinical prediction model might enable more accurate and nuanced risk stratification, increasing applicability across a wider range of contexts.
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Affiliation(s)
- Arjun Chandna
- Cambodia Oxford Medical Research Unit, Angkor Hospital for Children, Siem Reap, Cambodia.
- Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, UK.
| | - Lazaro Mwandigha
- Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | | | - Direk Limmathurotsakul
- Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, UK
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Department of Tropical Hygiene, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Francois Nosten
- Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, UK
- Shoklo Malaria Research Unit, Faculty of Tropical Medicine, Mahidol University, Mae Sot, Thailand
| | - Yoel Lubell
- Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, UK
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | | | - Claudia Turner
- Cambodia Oxford Medical Research Unit, Angkor Hospital for Children, Siem Reap, Cambodia
- Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, UK
| | - Paul Turner
- Cambodia Oxford Medical Research Unit, Angkor Hospital for Children, Siem Reap, Cambodia
- Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, UK
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5
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Marchetto L, Comoretto R, Gregori D, Da Dalt L, Amigoni A, Daverio M. Sepsis Prognostic Scores Accuracy in Predicting Adverse Outcomes in Children With Sepsis Admitted to the Pediatric Intensive Care Unit From the Emergency Department: A 10-Year Single-Center Experience. Pediatr Emerg Care 2023; 39:378-384. [PMID: 37256281 DOI: 10.1097/pec.0000000000002938] [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: 06/01/2023]
Abstract
OBJECTIVE To compare the performance of several prognostic scores calculated in the first 24 hours of admission (day 1) in predicting mortality and morbidity among critically ill children with sepsis presenting to the pediatric emergency department (PED) and then admitted to the pediatric intensive care unit (PICU). METHODS Single-center, retrospective cohort study in children with a diagnosis of sepsis visiting the PED and then admitted to the PICU from January 1, 2010 to December 31, 2019. Sepsis organ dysfunction scores-pediatric Sequential Organ Failure Assessment (pSOFA) (Schlapbach, Matics, Shime), quickSOFA, quickSOFA-L, Pediatric Logistic Organ Dysfunction (PELOD)-2, quickPELOD-2, and Pediatric Multiple Organ Dysfunction score-were calculated during the first 24 hours of admission (day 1) and their performance compared with systemic inflammatory response syndrome (SIRS) and severe sepsis-International Consensus Conference on Pediatric Sepsis(ICCPS)-derived criteria-using the area under the receiver operating characteristic curve. Primary outcome was PICU mortality. Secondary outcomes were: a composite of death and new disability (ie, change from baseline Pediatric Overall Performance Category score ≥1); prolonged PICU length of stay (>5 d); prolonged invasive mechanical ventilation (MV) (>3 d). RESULTS Among 60 patients with sepsis, 4 (6.7%) died, 7 (11.7%) developed new disability, 26 (43.3%) experienced prolonged length of stay, and 21 (35%) prolonged invasive MV. The prognostic ability in mortality discrimination was significantly higher for organ dysfunction scores, with PELOD-2 showing the best performance (area under the receiver operating characteristic curve, 0.924; 95% confidence interval, 0.837-1.000), significantly better than SIRS 3 criteria (0.924 vs 0.509, P = 0.009), SIRS 4 criteria (0.924 vs 0.509, P < 0.001), and severe sepsis (0.924 vs 0.527, P < 0.001). Among secondary outcomes, PELOD-2 performed significantly better than SIRS criteria and severe sepsis to predict prolonged duration of invasive MV, whereas better than severe sepsis to predict "poor outcome" (mortality or new disability). CONCLUSIONS Day 1 organ dysfunction scores performed better in predicting mortality and morbidity outcomes than ICCPS-derived criteria. The PELOD-2 was the organ dysfunction score with the best performance for all outcomes.
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Affiliation(s)
| | | | - Dario Gregori
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, Padua, Italy
| | - Liviana Da Dalt
- Pediatric Emergency Department, Department of Women's and Children's Health, University Hospital of Padua, Padua, Italy
| | - Angela Amigoni
- From the Pediatric Intensive Care Unit, Department of Women's and Children's Health, University Hospital of Padua, Padua, Italy
| | - Marco Daverio
- From the Pediatric Intensive Care Unit, Department of Women's and Children's Health, University Hospital of Padua, Padua, Italy
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Lim PPC, Bondarev DJ, Edwards AM, Hoyen CM, Macias CG. The evolving value of older biomarkers in the clinical diagnosis of pediatric sepsis. Pediatr Res 2023; 93:789-796. [PMID: 35927575 DOI: 10.1038/s41390-022-02190-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 06/07/2022] [Accepted: 06/28/2022] [Indexed: 11/09/2022]
Abstract
Sepsis remains the leading cause of childhood mortality worldwide. The evolving definition of pediatric sepsis is extrapolated from adult studies. Although lacking formal validation in the pediatric population, this working definition has historically proven its clinical utility. Prompt identification of pediatric sepsis is challenging as clinical picture is often variable. Timely intervention is crucial for optimal outcome, thus biomarkers are utilized to aid in immediate, yet judicious, diagnosis of sepsis. Over time, their use in sepsis has expanded with discovery of newer biomarkers that include genomic bio-signatures. Despite recent scientific advances, there is no biomarker that can accurately diagnose sepsis. Furthermore, older biomarkers are readily available in most institutions while newer biomarkers are not. Hence, the latter's clinical value in pediatric sepsis remains theoretical. Albeit promising, scarce data on newer biomarkers have been extracted from research settings making their clinical value unclear. As interest in newer biomarkers continue to proliferate despite their ambiguous clinical use, the literature on older biomarkers in clinical settings continue to diminish. Thus, revisiting the evolving value of these earliest biomarkers in optimizing pediatric sepsis diagnosis is warranted. This review focuses on the four most readily available biomarkers to bedside clinicians in diagnosing pediatric sepsis. IMPACT: The definition of pediatric sepsis remains an extrapolation from adult studies. Older biomarkers that include C-reactive protein, procalcitonin, ferritin, and lactate are the most readily available biomarkers in most pediatric institutions to aid in the diagnosis of pediatric sepsis. Older biomarkers, although in varying levels of reliability, remain to be useful clinical adjuncts in the diagnosis of pediatric sepsis if used in the appropriate clinical context. C-reactive protein and procalcitonin are more sensitive and specific among these older biomarkers in diagnosing pediatric sepsis although evidence varies in different age groups and clinical scenarios.
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Affiliation(s)
- Peter Paul C Lim
- Division of Infectious Diseases, Department of Pediatrics, University Hospitals-Rainbow Babies and Children's Hospital, Cleveland, OH, USA.
| | - Dayle J Bondarev
- Division of Neonatology, Department of Pediatrics, University Hospitals-Rainbow Babies and Children's Hospital, Cleveland, OH, USA
| | - Amy M Edwards
- Division of Infectious Diseases, Department of Pediatrics, University Hospitals-Rainbow Babies and Children's Hospital, Cleveland, OH, USA
| | - Claudia M Hoyen
- Division of Infectious Diseases, Department of Pediatrics, University Hospitals-Rainbow Babies and Children's Hospital, Cleveland, OH, USA
| | - Charles G Macias
- Division of Emergency Medicine, Department of Pediatrics, University Hospitals-Rainbow Babies and Children's Hospital, Cleveland, OH, USA
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Reddy AR, Hayes K, Liu H, Griffis HM, Fitzgerald JC, Weiss S, Balamuth F. Investigating Racial and Socioeconomic Characteristics in Pediatric Sepsis Using Electronic Health Data. Hosp Pediatr 2023; 13:138-146. [PMID: 36691761 PMCID: PMC10680400 DOI: 10.1542/hpeds.2022-006752] [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: 01/25/2023]
Abstract
BACKGROUND AND OBJECTIVES Racial/ethnic and socioeconomic disparities are reported in sepsis, with increased mortality for minority and low socioeconomic status groups; however, these studies rely on billing codes that are imprecise in identifying sepsis. Using a previously validated algorithm to detect pediatric sepsis using electronic clinical data, we hypothesized that racial/ethnic and socioeconomic status disparities would be evident in this group. METHODS We performed a retrospective study from a large, quaternary academic center, including sepsis episodes from January 20, 2011, to May 20, 2021, identified by an algorithm indicative of bacterial infection with organ dysfunction (cardiac, respiratory, renal, or hematologic). Multivariable logistic regression was used to measure association of race/ethnicity, insurance status, and social disorganization index, with the primary outcome of mortality, adjusting for age, sex, complex chronic conditions, organ dysfunction on day 1, source of admission, and time to hospital. Secondary outcomes were ICU admission, readmission, organ dysfunction-free days, and sepsis therapies. RESULTS Among 4532 patient episodes, the mortality rate was 9.7%. There was no difference in adjusted odds of mortality on the basis of race/ethnicity, insurance status, or social disorganization. There was no significant association between our predictors and ICU admission. Hispanic patients and publicly insured patients were more likely to be readmitted within 1 year (Hispanic odds ratio 1.28 [1.06-1.5]; public odds ratio 1.19 [1.05-1.35]). CONCLUSIONS Previously described disparities were not observed when using electronic clinical data to identify sepsis; however, data were only single center. There were significantly higher readmissions in patients who were publicly insured or identified as Hispanic or Latino, which require further investigation.
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Affiliation(s)
- Anireddy R Reddy
- Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, PA, United States
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, United States
- Pediatric Sepsis Program at the Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Katie Hayes
- Division of Emergency Medicine and Center for Pediatric Clinical Effectiveness, Children’s Hospital of Philadelphia
| | - Hongyan Liu
- Data Science and Biostatistics Unit, Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia
| | - Heather M. Griffis
- Data Science and Biostatistics Unit, Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia
| | - Julie C. Fitzgerald
- Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, PA, United States
- Pediatric Sepsis Program at the Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Scott Weiss
- Department of Anesthesiology and Critical Care Medicine, Children’s Hospital of Philadelphia, PA, United States
- Pediatric Sepsis Program at the Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Frances Balamuth
- Pediatric Sepsis Program at the Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Division of Emergency Medicine and Center for Pediatric Clinical Effectiveness, Children’s Hospital of Philadelphia
- Department of Pediatrics, University of Pennsylvania Perelman School of Medicine
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Zhang XP, Feng YX, Li Y, Lu GY, Zhou XY, Wei CZ, Gui XY, Yang KY, Qiu T, Zhou JY, Yao H, Zhang G, Zhang WQ, Hu YH, Wu H, Chen SY, Ji Y. Performance of the PRISM I, PIM2, PELOD-2 and PRISM IV scoring systems in western China: a multicenter prospective study. World J Pediatr 2022; 18:818-824. [PMID: 36100796 DOI: 10.1007/s12519-022-00603-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 07/25/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND The aim of this study was to evaluate the performance of the four scoring tools in predicting mortality in pediatric intensive care units (PICUs) in western China. METHODS This was a multicenter, prospective, cohort study conducted in six PICUs in western China. The performances of the scoring systems were evaluated based on both discrimination and calibration. Discrimination was assessed by calculating the area under the receiver operating characteristic curve (AUC) for each model. Calibration was measured across defined groups based on mortality risk using the Hosmer-Lemeshow goodness-of-fit test. RESULTS A total of 2034 patients were included in this study, of whom 127 (6.2%) died. For the entire cohort, AUCs for Pediatric Risk of Mortality Score (PRISM) I, Pediatric Index of Mortality 2 (PIM2), Pediatric Logistic Organ Dysfunction Score-2 (PELOD-2) and PRISM IV were 0.88 [95% confidence interval (CI) 0.85-0.92], 0.84 (95% CI 0.80-0.88), 0.80 (95% CI 0.75-0.85), and 0.91 (95% CI 0.88-0.94), respectively. The Hosmer-Lemeshow goodness-of-fit Chi-square value was 12.71 (P = 0.12) for PRISM I, 4.70 (P = 0.79) for PIM2, 205.98 (P < 0.001) for PELOD-2, and 7.50 (P = 0.48) for PRISM IV [degree of freedom (df) = 8]. The standardized mortality ratios obtained with the PRISM I, PIM2, PELOD-2, and PRISM IV models were 0.87 (95% CI, 0.75-1.01), 0.97 (95% CI, 0.85-1.12), 1.74 (95% CI, 1.58-1.92), and 1.05 (95% CI, 0.92-1.21), respectively. CONCLUSIONS PRISM IV performed best and can be used as a prediction tool in PICUs in Western China. However, PRISM IV needs to be further validated in NICUs.
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Affiliation(s)
- Xue-Peng Zhang
- Department of Pediatric Surgery, West China Hospital of Sichuan University, Chengdu, 610041, China.,Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, 610041, China.,Department of Critical Care Medicine, Mianyang Central Hospital, University of Electronic Science and Technology of China, Mianyang, 621000, China
| | - Yun-Xia Feng
- Department of Nephrology, Mianyang Central Hospital, University of Electronic Science and Technology of China, Mianyang, 621000, China
| | - Yang Li
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Guo-Yan Lu
- Department of Pediatric Critical Care Medicine, West China Women's and Children's Hospital, Sichuan University, Chengdu, 610041, China
| | - Xin-Yue Zhou
- Department of Pediatric Critical Care Medicine, Sichuan Provincial Maternity and Child Health Care Hospital, Chengdu, 610041, China
| | - Can-Zheng Wei
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Xi-Ying Gui
- Department of Critical Care Medicine, People's Hospital of Tibet Autonomous Region, Lhasa, 850000, China
| | - Kai-Ying Yang
- Department of Pediatric Surgery, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Tong Qiu
- Department of Pediatric Surgery, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Jiang-Yuan Zhou
- Department of Pediatric Surgery, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Hua Yao
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Geng Zhang
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Wen-Qi Zhang
- Department of Anesthesiology, the Affiliated Hospital of Guizhou Medical University, Guiyang, 550001, China
| | - Yu-Hang Hu
- Department of Pediatric Critical Care Medicine, Sichuan Provincial Maternity and Child Health Care Hospital, Chengdu, 610041, China
| | - Hong Wu
- Department of Critical Care Medicine, People's Hospital of Tibet Autonomous Region, Lhasa, 850000, China
| | - Si-Yuan Chen
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, 610041, China.
| | - Yi Ji
- Department of Pediatric Surgery, West China Hospital of Sichuan University, Chengdu, 610041, China.
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9
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Yuniar I, Setianingsih UK, Pardede SO, Kadim M, Iskandar ATP, Prawira Y. Vascular Reactivity Index and PELOD-2 as a mortality predictor in paediatric septic shock: a single-centre retrospective study. BMJ Paediatr Open 2022; 6:10.1136/bmjpo-2022-001584. [PMID: 36645762 PMCID: PMC9664308 DOI: 10.1136/bmjpo-2022-001584] [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] [Received: 06/22/2022] [Accepted: 10/23/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND The mortality rate for children with septic shock is stil quite high in low-income and middle-income countries (31.7%). One of the most widely used scoring systems to assess mortality in sepsis or septic shock is Paediatric Logistic Organ Dysfunction 2 (PELOD-2). However, it requires various laboratory evaluations. A non-invasive, fast and easy method is needed to assess the mortality of children with septic shock at an early stage. Therefore, this study aims to evaluate the ability of Vascular Reactivity Index (VRI) compared with PELOD-2 score as a predictor of mortality in children with septic shock based on vascular response to vasoactive agents. METHODS A retrospective cohort study was conducted using data from children aged 1 month to 18 years with septic shock treated in the ER and paediatric intensive care unit (PICU) of the tertiary hospital from 2017 to 2021. The serial haemodynamic data were analysed including Systemic Vascular Resistant Index (SVRI) and the cardiac index from ultrasound cardiac output monitoring device was recorded in the first and sixth hours after the diagnosis of septic shock. The VRI was determined by dividing SVRI/Vasoactive Inotropic Score (ie, accumulated doses of dopamine, dobutamine, epinephrine, milrinone, vasopressin and norepinephrine). The receiver operating curve was used to calculate the area under the curve (AUC), sensitivity and specificity of each cut-off point. RESULTS A total of 68 subjects fulfilled the inclusion and exclusion criteria, the median age was 54 months with a range of 2-204 months and the mortality rate was 47%. The majority of the patients who died were found in the high cardiac index and low SVRI group (17.6%). Moreover, the optimum cut-off point of VRI was obtained to predict mortality in septic shock of 32.1, with 87.5% sensitivity and 88.9% specificity. The AUC for predicting death using VRI was 95% (95% CI 90% to 100%, p<0.001) and PELOD-2 92.6% (95% CI 96.4% to 98.8%, p<0.001). CONCLUSION The VRI <32.1 may potentially be used to predict mortality in children with septic shock and its predictive ability is as good as PELOD-2. The assessment of VRI is faster and easier than PELOD-2.
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Affiliation(s)
- Irene Yuniar
- Department of Pediatrics, Rumah Sakit Umum Pusat Nasional Dr Cipto Mangunkusumo, Central Jakarta, Indonesia
| | | | - Sudung O Pardede
- Department of Pediatrics, Rumah Sakit Umum Pusat Nasional Dr Cipto Mangunkusumo, Central Jakarta, Indonesia
| | - Muzal Kadim
- Department of Pediatrics, Rumah Sakit Umum Pusat Nasional Dr Cipto Mangunkusumo, Central Jakarta, Indonesia
| | - Adhi Teguh Perma Iskandar
- Department of Pediatrics, Rumah Sakit Umum Pusat Nasional Dr Cipto Mangunkusumo, Central Jakarta, Indonesia
| | - Yogi Prawira
- Department of Pediatrics, Rumah Sakit Umum Pusat Nasional Dr Cipto Mangunkusumo, Central Jakarta, Indonesia
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10
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Zeng G, Chen D, Zhou R, Zhao X, Ye C, Tao H, Sheng W, Wu Y. Combination of C-reactive protein, procalcitonin, IL-6, IL-8, and IL-10 for early diagnosis of hyperinflammatory state and organ dysfunction in pediatric sepsis. J Clin Lab Anal 2022; 36:e24505. [PMID: 35622931 PMCID: PMC9279984 DOI: 10.1002/jcla.24505] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 04/16/2022] [Accepted: 04/29/2022] [Indexed: 12/22/2022] Open
Abstract
Background Although early diagnosis and management are critical for prognosis of pediatric sepsis, there are no specific diagnostic biomarkers for the hyperinflammatory state and organ dysfunction, important stages of sepsis. Methods We enrolled 129 children with infection into three groups: non‐sepsis infection (33), Sepsis 1.0 (hyperinflammatory state, 67), and Sepsis 3.0 (organ dysfunction, 29). Another 32 children with no infections were included as controls. Serum C‐reactive protein (CRP), procalcitonin (PCT), interleukin (IL)‐1β, IL‐2, IL‐4, IL‐5, IL‐6, IL‐8, IL‐10, IL‐12p70, IL‐17, tumor necrosis factor (TNF)‐α, interferon (IFN)‐α, and IFN‐γ were assessed to diagnose the two stages, and their diagnostic capacities were evaluated using receiver operating characteristic (ROC) curves. We also examined whether combining biomarkers improved diagnostic efficiency. Results Significantly higher CRP, PCT, and IL‐6 levels were detected in the Sepsis 1.0 than the non‐sepsis infection group (p < 0.001). The areas under the curve (AUCs) for diagnosing Sepsis 1.0 were 0.974 (CRP), 0.913 (PCT) and 0.919 (IL‐6). A combination of any two biomarkers increased diagnostic sensitivity to ≥92.54% and specificity to 100.00%. Significantly higher PCT, IL‐8, and IL‐10 levels were found in the Sepsis 3.0 than the Sepsis 1.0 group (p ≤ 0.01), with AUCs for diagnosing Sepsis 3.0 0.807 (PCT), 0.711 (IL‐8), and 0.860 (IL‐10). Combining these three biomarkers increased diagnostic sensitivity to 96.55% and specificity to 94.03%. Conclusion In pediatric sepsis, combining any two of CRP, PCT, and IL‐6 can accurately diagnose the hyperinflammatory state and increase diagnostic specificity. Early diagnosis of organ dysfunction requires a combination of PCT, IL‐8, and IL‐10.
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Affiliation(s)
- Gongbo Zeng
- Hangzhou Children's Hospital, Hangzhou, China
| | - Dong Chen
- Hangzhou Children's Hospital, Hangzhou, China
| | - Renxi Zhou
- Hangzhou Children's Hospital, Hangzhou, China
| | | | - Cuiying Ye
- Hangzhou Children's Hospital, Hangzhou, China
| | - Huiting Tao
- Hangzhou Children's Hospital, Hangzhou, China
| | | | - Yidong Wu
- Hangzhou Children's Hospital, Hangzhou, China
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11
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Ackermann K, Baker J, Festa M, McMullan B, Westbrook J, Li L. Computerized Clinical Decision Support Systems for the Early Detection of Sepsis Among Pediatric, Neonatal, and Maternal Inpatients: Scoping Review. JMIR Med Inform 2022; 10:e35061. [PMID: 35522467 PMCID: PMC9123549 DOI: 10.2196/35061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 02/27/2022] [Accepted: 03/19/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Sepsis is a severe condition associated with extensive morbidity and mortality worldwide. Pediatric, neonatal, and maternal patients represent a considerable proportion of the sepsis burden. Identifying sepsis cases as early as possible is a key pillar of sepsis management and has prompted the development of sepsis identification rules and algorithms that are embedded in computerized clinical decision support (CCDS) systems. OBJECTIVE This scoping review aimed to systematically describe studies reporting on the use and evaluation of CCDS systems for the early detection of pediatric, neonatal, and maternal inpatients at risk of sepsis. METHODS MEDLINE, Embase, CINAHL, Cochrane, Latin American and Caribbean Health Sciences Literature (LILACS), Scopus, Web of Science, OpenGrey, ClinicalTrials.gov, and ProQuest Dissertations and Theses Global (PQDT) were searched by using a search strategy that incorporated terms for sepsis, clinical decision support, and early detection. Title, abstract, and full-text screening was performed by 2 independent reviewers, who consulted a third reviewer as needed. One reviewer performed data charting with a sample of data. This was checked by a second reviewer and via discussions with the review team, as necessary. RESULTS A total of 33 studies were included in this review-13 (39%) pediatric studies, 18 (55%) neonatal studies, and 2 (6%) maternal studies. All studies were published after 2011, and 27 (82%) were published from 2017 onward. The most common outcome investigated in pediatric studies was the accuracy of sepsis identification (9/13, 69%). Pediatric CCDS systems used different combinations of 18 diverse clinical criteria to detect sepsis across the 13 identified studies. In neonatal studies, 78% (14/18) of the studies investigated the Kaiser Permanente early-onset sepsis risk calculator. All studies investigated sepsis treatment and management outcomes, with 83% (15/18) reporting on antibiotics-related outcomes. Usability and cost-related outcomes were each reported in only 2 (6%) of the 31 pediatric or neonatal studies. Both studies on maternal populations were short abstracts. CONCLUSIONS This review found limited research investigating CCDS systems to support the early detection of sepsis among pediatric, neonatal, and maternal patients, despite the high burden of sepsis in these vulnerable populations. We have highlighted the need for a consensus definition for pediatric and neonatal sepsis and the study of usability and cost-related outcomes as critical areas for future research. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/24899.
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Affiliation(s)
- Khalia Ackermann
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Australia
| | - Jannah Baker
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Australia
| | - Marino Festa
- Kids Critical Care Research, Department of Paediatric Intensive Care, Children's Hospital at Westmead, Sydney, Australia
| | - Brendan McMullan
- Department of Immunology and Infectious Diseases, Sydney Children's Hospital, Randwick, Sydney, Australia
- Faculty of Medicine & Health, University of New South Wales, Sydney, Australia
| | - Johanna Westbrook
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Australia
| | - Ling Li
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Australia
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12
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Roy KL, Fisk A, Forbes P, Holland CC, Schenkel SR, Vitali S, DeGrazia M. Inadequate Oxygen Delivery Dose and Major Adverse Events in Critically Ill Children With Sepsis. Am J Crit Care 2022; 31:220-228. [PMID: 35466350 DOI: 10.4037/ajcc2022125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
BACKGROUND The inadequate oxygen delivery (IDo2) index is used to estimate the probability that a patient is experiencing inadequate systemic delivery of oxygen. Its utility in the care of critically ill children with sepsis is unknown. OBJECTIVE To evaluate the relationship between IDo2 dose and major adverse events, illness severity metrics, and outcomes among critically ill children with sepsis. METHODS Clinical and IDo2 data were retrospectively collected from the records of 102 critically ill children with sepsis, weighing >2 kg, without preexisting cardiac dysfunction. Descriptive, nonparametric, odds ratio, and correlational statistics were used for data analysis. RESULTS Inadequate oxygen delivery doses were significantly higher in patients who experienced major adverse events (n = 13) than in those who did not (n = 89) during the time intervals of 0 to 12 hours (P < .001), 12 to 24 hours (P = .01), 0 to 24 hours (P < .001), 0 to 36 hours (P < .001), and 0 to 48 hours (P < .001). Patients with an IDo2 dose at 0 to 12 hours at or above the 80th percentile had the highest odds of a major adverse event (odds ratio, 23.6; 95% CI, 5.6-99.4). Significant correlations were observed between IDo2 dose at 0 to 12 hours and day 2 maximum vasoactive inotropic score (ρ = 0.27, P = .006), day 1 Pediatric Logistic Organ Dysfunction (PELOD-2) score (ρ = 0.41, P < .001), day 2 PELOD-2 score (ρ = 0.44, P < .001), intensive care unit length of stay (ρ = 0.35, P < .001), days receiving invasive ventilation (ρ = 0.42, P < .001), and age (ρ = -0.47, P < .001). CONCLUSIONS Routine IDo2 monitoring may identify critically ill children with sepsis who are at the highest risk of adverse events and poor outcomes.
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Affiliation(s)
- Katie L. Roy
- Katie L. Roy is a nurse practitioner in the medical-surgical intensive care unit (ICU), Cardiovascular and Critical Care Services, Boston Children’s Hospital, and a DNP graduate, Northeastern University, Boston, Massachusetts
| | - Anna Fisk
- Anna Fisk is a clinical coordinator in the cardiovascular ICU, Cardiovascular and Critical Care Services, Boston Children’s Hospital
| | - Peter Forbes
- Peter Forbes is a senior biostatistician, Institutional Centers for Clinical and Translational Research, Boston Children’s Hospital
| | - Conor C. Holland
- Conor C. Holland is a research engineer, Etiometry Inc, Boston, Massachusetts
| | - Sara R. Schenkel
- Sara R. Schenkel is a clinical research program manager, Massachusetts General Hospital, Boston
| | - Sally Vitali
- Sally Vitali is a senior associate in critical care medicine, Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, and an assistant professor of anesthesia, Harvard Medical School, Boston, Massachusetts
| | - Michele DeGrazia
- Michele DeGrazia is director of nursing research, neonatal ICU, Cardiovascular and Critical Care Services, Boston Children’s Hospital, and an assistant professor of pediatrics, Harvard Medical School
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13
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Long E, Babl FE, Phillips N, Craig S, Zhang M, Kochar A, McCaskill M, Borland ML, Slavin MA, Phillips R, Lourenco RDA, Michinaud F, Thursky KA, Haeusler G. Prevalence and predictors of poor outcome in children with febrile neutropaenia presenting to the emergency department. Emerg Med Australas 2022; 34:786-793. [PMID: 35419955 DOI: 10.1111/1742-6723.13978] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 01/20/2022] [Accepted: 03/27/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Children with acquired neutropaenia due to cancer chemotherapy are at high risk of severe infection. The present study aims to describe the prevalence and predictors of poor outcomes in children with febrile neutropaenia (FN). METHODS This is a multicentre, prospective observational study in tertiary Australian EDs. Cancer patients with FN were included. Fever was defined as a single temperature ≥38°C, and neutropaenia was defined as an absolute neutrophil count <1000/mm3 . The primary outcome was the ICU admission for organ support therapy (inotropic support, mechanical ventilation, renal replacement therapy, extracorporeal life support). Secondary outcomes were: ICU admission, ICU length of stay (LOS) ≥3 days, proven or probable bacterial infection, hospital LOS ≥7 days and 28-day mortality. Initial vital signs, biomarkers (including lactate) and clinical sepsis scores, including Systemic Inflammatory Response Syndrome, quick Sequential Organ Failure Assessment and quick Paediatric Logistic Organ Dysfunction-2 were evaluated as predictors of poor outcomes. RESULTS Between December 2016 and January 2018, 2124 episodes of fever in children with cancer were screened, 547 episodes in 334 children met inclusion criteria. Four episodes resulted in ICU admission for organ support therapy, nine episodes required ICU admission, ICU LOS was ≥3 days in four, hospital LOS was ≥7 days in 153 and two patients died within 28 days. Vital signs, blood tests and clinical sepsis scores, including Systemic Inflammatory Response Syndrome, quick Sequential Organ Failure Assessment and quick Paediatric Logistic Organ Dysfunction-2, performed poorly as predictors of these outcomes (area under the receiver operating characteristic curve <0.6). CONCLUSIONS Very few patients with FN required ICU-level care. Vital signs, biomarkers and clinical sepsis scores for the prediction of poor outcomes are of limited utility in children with FN.
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Affiliation(s)
- Elliot Long
- Department of Emergency Medicine, The Royal Children's Hospital Melbourne, Melbourne, Victoria, Australia.,Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Victoria, Australia.,Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia.,Centre for Integrated Critical Care, Melbourne Medical School, The University of Melbourne, Melbourne, Victoria, Australia
| | - Franz E Babl
- Department of Emergency Medicine, The Royal Children's Hospital Melbourne, Melbourne, Victoria, Australia.,Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Victoria, Australia.,Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia.,Centre for Integrated Critical Care, Melbourne Medical School, The University of Melbourne, Melbourne, Victoria, Australia
| | - Natalie Phillips
- Emergency Department, Queensland Children's Hospital, Brisbane, Queensland, Australia.,Child Health Research Centre, The University of Queensland, Brisbane, Queensland, Australia
| | - Simon Craig
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Victoria, Australia.,Emergency Department, Monash Medical Centre, Melbourne, Victoria, Australia.,Department of Paediatrics, School of Clinical Sciences, Monash University, Melbourne, Victoria, Australia
| | - Michael Zhang
- Emergency Department, John Hunter Hospital, Newcastle, New South Wales, Australia
| | - Amit Kochar
- Emergency Department, Women's and Children's Hospital, Adelaide, South Australia, Australia
| | - Mary McCaskill
- Emergency Department, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Meredith L Borland
- Emergency Department, Perth Children's Hospital, Perth, Western Australia, Australia.,Division of Paediatrics and Emergency Medicine, School of Medicine, The University of Western Australia, Perth, Western Australia, Australia
| | - Monica A Slavin
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,NHMRC National Centre for Infections in Cancer, Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia.,Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia.,Infectious Diseases Unit, Department of General Medicine, The Royal Children's Hospital Melbourne, Melbourne, Victoria, Australia.,Victorian Infectious Disease Service, The Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Robert Phillips
- Centre for Reviews and Dissemination, University of York, York, UK.,Leed's Children's Hospital, Leeds General Infirmary, Leeds, UK
| | - Richard De A Lourenco
- Centre for Health Economics Research and Evaluation, University of Technology Sydney, Sydney, New South Wales, Australia
| | - Francoise Michinaud
- Children's Cancer Centre, The Royal Children's Hospital Melbourne, Melbourne, Victoria, Australia.,Unité d'Hématologie Immunologie Pédiatrique, Hôpital Robert-Debré, APHP Nord Université de Paris, Paris, France
| | - Karin A Thursky
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,NHMRC National Centre for Infections in Cancer, Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia.,Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia.,Infectious Diseases Unit, Department of General Medicine, The Royal Children's Hospital Melbourne, Melbourne, Victoria, Australia.,Victorian Infectious Disease Service, The Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Gabrielle Haeusler
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,NHMRC National Centre for Infections in Cancer, Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia.,Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia.,Infectious Diseases Unit, Department of General Medicine, The Royal Children's Hospital Melbourne, Melbourne, Victoria, Australia.,Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia.,NHMRC National Centre for Antimicrobial Stewardship, The Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia.,The Victorian Paediatric Integrated Cancer Service, Victorian State Government, Melbourne, Victoria, Australia
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14
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Hagedoorn NN, Zachariasse JM, Borensztajn D, Adriaansens E, von Both U, Carrol ED, Eleftheriou I, Emonts M, van der Flier M, de Groot R, Herberg JA, Kohlmaier B, Lim E, Maconochie I, Martinón-Torres F, Nijman RG, Pokorn M, Rivero-Calle I, Tsolia M, Zavadska D, Zenz W, Levin M, Vermont C, Moll HA. Shock Index in the early assessment of febrile children at the emergency department: a prospective multicentre study. Arch Dis Child 2022; 107:116-122. [PMID: 34158280 PMCID: PMC8784994 DOI: 10.1136/archdischild-2020-320992] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 06/06/2021] [Indexed: 11/12/2022]
Abstract
OBJECTIVE (1) To derive reference values for the Shock Index (heart rate/systolic blood pressure) based on a large emergency department (ED) population of febrile children and (2) to determine the diagnostic value of the Shock Index for serious illness in febrile children. DESIGN/SETTING Observational study in 11 European EDs (2017-2018). PATIENTS Febrile children with measured blood pressure. MAIN OUTCOME MEASURES Serious bacterial infection (SBI), invasive bacterial infection (IBI), immediate life-saving interventions (ILSIs) and intensive care unit (ICU) admission. The association between high Shock Index (>95th centile) and each outcome was determined by logistic regression adjusted for age, sex, referral, comorbidity and temperature. Additionally, we calculated sensitivity, specificity and negative/positive likelihood ratios (LRs). RESULTS Of 5622 children, 461 (8.2%) had SBI, 46 (0.8%) had IBI, 203 (3.6%) were treated with ILSI and 69 (1.2%) were ICU admitted. High Shock Index was associated with SBI (adjusted OR (aOR) 1.6 (95% CI 1.3 to 1.9)), ILSI (aOR 2.5 (95% CI 2.0 to 2.9)), ICU admission (aOR 2.2 (95% CI 1.4 to 2.9)) but not with IBI (aOR: 1.5 (95% CI 0.6 to 2.4)). For the different outcomes, sensitivity for high Shock Index ranged from 0.10 to 0.15, specificity ranged from 0.95 to 0.95, negative LRs ranged from 0.90 to 0.95 and positive LRs ranged from 1.8 to 2.8. CONCLUSIONS High Shock Index is associated with serious illness in febrile children. However, its rule-out value is insufficient which suggests that the Shock Index is not valuable as a screening tool for all febrile children at the ED.
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Affiliation(s)
| | - Joany M Zachariasse
- General Paediatrics, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Dorine Borensztajn
- Department of Pediatrics, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Elise Adriaansens
- General Paediatrics, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Ulrich von Both
- Division of Paediatric Infectious Diseases, Dr von Haunersches Children's Hospital, Children's Clinic and Children's Polyclinic of the Ludwig Maximilian University of Munich, Munchen, Germany,Partner Site Munich, German Centre for Infection Research, Braunschweig, Germany
| | - Enitan D Carrol
- Institute of Infection, Veterinary and Ecological Sciences, Global Health Liverpool, University of Liverpool, Liverpool, UK,Paediatric Infectious Diseases and Immunology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Irini Eleftheriou
- Second Department of Paediatrics, P and A Kyriakou Children’s Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Marieke Emonts
- Paediatric Immunology, Infectious Diseases and Allergy, Great North Children's Hospital, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK,Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Michiel van der Flier
- Pediatric Infectious Diseases and Immunology, Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, The Netherlands,Section of Paediatric Infectious Diseases, Laboratory of Medical Immunology, Radboud University, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands
| | - Ronald de Groot
- Pediatric Infectious Diseases and Immunology, Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, The Netherlands,Section of Paediatric Infectious Diseases, Laboratory of Medical Immunology, Radboud University, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands
| | - Jethro Adam Herberg
- Division of Paediatric Infectious Diseases, Imperial College London, London, UK
| | - Benno Kohlmaier
- Department of General Paediatrics, Medical University of Graz, Graz, Austria
| | - Emma Lim
- Paediatric Immunology, Infectious Diseases and Allergy, Great North Children's Hospital, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK,Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Ian Maconochie
- Paediatric Emergency Medicine, Imperial College Healthcare NHS Trust, London, UK
| | - Federico Martinón-Torres
- Genetics, Vaccines, Infections and Paediatrics Research Group (GENVIP), University Hospital of Santiago de Compostela, Santiago de Compostela, Spain
| | - Ruud Gerard Nijman
- Division of Paediatric Infectious Diseases, Imperial College London, London, UK
| | - Marko Pokorn
- Department of Infectious Diseases, Ljubljana University Clinical Center, Ljubljana, Slovenia
| | - Irene Rivero-Calle
- Genetics, Vaccines, Infections and Paediatrics Research Group (GENVIP), University Hospital of Santiago de Compostela, Santiago de Compostela, Spain
| | - Maria Tsolia
- Second Department of Paediatrics, P and A Kyriakou Children’s Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Dace Zavadska
- Department of Pediatrics, Rigas Stradinas University, Riga, Latvia
| | - Werner Zenz
- Department of General Paediatrics, Medical University of Graz, Graz, Austria
| | - Michael Levin
- Division of Paediatric Infectious Diseases, Imperial College London, London, UK
| | - Clementien Vermont
- Department of Paediatric Infectious Diseases and Immunology, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Henriette A Moll
- Department of Pediatrics, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
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15
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Schlapbach LJ, Weiss SL, Bembea MM, Carcillo J, Leclerc F, Leteurtre S, Tissieres P, Wynn JL, Zimmerman J, Lacroix J. Scoring Systems for Organ Dysfunction and Multiple Organ Dysfunction: The PODIUM Consensus Conference. Pediatrics 2022; 149:S23-S31. [PMID: 34970683 PMCID: PMC9703039 DOI: 10.1542/peds.2021-052888d] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/24/2021] [Indexed: 11/24/2022] Open
Abstract
CONTEXT Multiple scores exist to characterize organ dysfunction in children. OBJECTIVE To review the literature on multiple organ dysfunction (MOD) scoring systems to estimate severity of illness and to characterize the performance characteristics of currently used scoring tools and clinical assessments for organ dysfunction in critically ill children. DATA SOURCES Electronic searches of PubMed and Embase were conducted from January 1992 to January 2020. STUDY SELECTION Studies were included if they evaluated critically ill children with MOD, evaluated the performance characteristics of scoring tools for MOD, and assessed outcomes related to mortality, functional status, organ-specific outcomes, or other patient-centered outcomes. DATA EXTRACTION Data were abstracted into a standard data extraction form by a task force member. RESULTS Of 1152 unique abstracts screened, 156 full text studies were assessed including a total of 54 eligible studies. The most commonly reported scores were the Pediatric Logistic Organ Dysfunction Score (PELOD), pediatric Sequential Organ Failure Assessment score (pSOFA), Pediatric Index of Mortality (PIM), PRISM, and counts of organ dysfunction using the International Pediatric Sepsis Definition Consensus Conference. Cut-offs for specific organ dysfunction criteria, diagnostic elements included, and use of counts versus weighting varied substantially. LIMITATIONS While scores demonstrated an increase in mortality associated with the severity and number of organ dysfunctions, the performance ranged widely. CONCLUSIONS The multitude of scores on organ dysfunction to assess severity of illness indicates a need for unified and data-driven organ dysfunction criteria, derived and validated in large, heterogenous international databases of critically ill children.
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Affiliation(s)
- Luregn J Schlapbach
- Pediatric and Neonatal Intensive Care Unit, Children`s Research Center, University Children`s Hospital Zurich, Zurich, Switzerland,Child Health Research Centre, The University of Queensland, and Queensland Children`s Hospital, Brisbane, Australia
| | - Scott L. Weiss
- Department of Anesthesiology and Critical Care, Children’s Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Pennsylvania, USA
| | - Melania M. Bembea
- Department of Anesthesiology and Critical Care Medicine, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Joe Carcillo
- Department of Critical Care Medicine, Children’s Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Francis Leclerc
- Univ. Lille, CHU Lille, ULR 2694 - METRICS: Évaluation des technologies de santé et des pratiques médicales, F-59000 Lille, France,EA 2694 Sante publique, epidemiologie et qualite des soins, Universite de Lille, Lille, France
| | - Stephane Leteurtre
- Univ. Lille, CHU Lille, ULR 2694 - METRICS: Évaluation des technologies de santé et des pratiques médicales, F-59000 Lille, France,EA 2694 Sante publique, epidemiologie et qualite des soins, Universite de Lille, Lille, France
| | - Pierre Tissieres
- Pediatric Intensive Care, AP-HP Paris Saclay University, Le Kremlin-Bicêtre, France
| | - James L Wynn
- Department of Pediatrics and Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, Florida
| | - Jerry Zimmerman
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Seattle Children’s Hospital, Seattle Children’s Research Institute, University of Washington School of Medicine, Seattle, WA
| | - Jacques Lacroix
- Division of Pediatric Critical Care Medicine, Centre Hospitalier Universitaire de Sainte-Justine, Université de Montreal, Quebec, Canada
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Recher M, Leteurtre S, Canon V, Baudelet JB, Lockhart M, Hubert H. Severity of illness and organ dysfunction scoring systems in pediatric critical care: The impacts on clinician's practices and the future. Front Pediatr 2022; 10:1054452. [PMID: 36483470 PMCID: PMC9723400 DOI: 10.3389/fped.2022.1054452] [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: 09/26/2022] [Accepted: 10/26/2022] [Indexed: 11/23/2022] Open
Abstract
Severity and organ dysfunction (OD) scores are increasingly used in pediatric intensive care units (PICU). Therefore, this review aims to provide 1/ an updated state-of-the-art of severity scoring systems and OD scores in pediatric critical care, which explains 2/ the performance measurement tools and the significance of each tool in clinical practice and provides 3/ the usefulness, limits, and impact on future scores in PICU. The following two pediatric systems have been proposed: the PRISMIV, is used to collect data between 2 h before PICU admission and the first 4 h after PICU admission; the PIM3, is used to collect data during the first hour after PICU admission. The PELOD-2 and SOFApediatric scores were the most common OD scores available. Scores used in the PICU should help clinicians answer the following three questions: 1/ Are the most severely ill patients dying in my service: a good discrimination allow us to interpret that there are the most severe patients who died in my service. 2/ Does the overall number of deaths observed in my department consistent with the severity of patients? The standard mortality ratio allow us to determine whether the total number of deaths observed in our service over a given period is in adequacy with the number of deaths predicted, by considering the severity of patients on admission? 3/ Does the number of deaths observed by severity level in my department consistent with the severity of patients? The calibration enabled us to determine whether the number of deaths observed according to the severity of patients at PICU admission in a department over a given period is in adequacy with the number of deaths predicted, according to the severity of the patients at PICU admission. These scoring systems are not interpretable at the patient level. Scoring systems are used to describe patients with PICU in research and evaluate the service's case mix and performance. Therefore, the prospect of automated data collection, which permits their calculation, facilitated by the computerization of services, is a necessity that manufacturers should consider.
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Affiliation(s)
- Morgan Recher
- University of Lille, Centre Hospitalier Universitaire de Lille, ULR 2694 - METRICS: Évaluation des Technologies de Santé et des Pratiques Médicales, Lille, France.,French National Out-of-Hospital Cardiac Arrest Registry, Lille, France
| | - Stéphane Leteurtre
- University of Lille, Centre Hospitalier Universitaire de Lille, ULR 2694 - METRICS: Évaluation des Technologies de Santé et des Pratiques Médicales, Lille, France.,French National Out-of-Hospital Cardiac Arrest Registry, Lille, France
| | - Valentine Canon
- University of Lille, Centre Hospitalier Universitaire de Lille, ULR 2694 - METRICS: Évaluation des Technologies de Santé et des Pratiques Médicales, Lille, France.,French National Out-of-Hospital Cardiac Arrest Registry, Lille, France
| | - Jean Benoit Baudelet
- University of Lille, Centre Hospitalier Universitaire de Lille, ULR 2694 - METRICS: Évaluation des Technologies de Santé et des Pratiques Médicales, Lille, France
| | - Marguerite Lockhart
- University of Lille, Centre Hospitalier Universitaire de Lille, ULR 2694 - METRICS: Évaluation des Technologies de Santé et des Pratiques Médicales, Lille, France.,French National Out-of-Hospital Cardiac Arrest Registry, Lille, France
| | - Hervé Hubert
- University of Lille, Centre Hospitalier Universitaire de Lille, ULR 2694 - METRICS: Évaluation des Technologies de Santé et des Pratiques Médicales, Lille, France.,French National Out-of-Hospital Cardiac Arrest Registry, Lille, France
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Rusmawatiningtyas D, Rahmawati A, Makrufardi F, Mardhiah N, Murni IK, Uiterwaal CSPM, Savitri AI, Kumara IF, Nurnaningsih. Factors associated with mortality of pediatric sepsis patients at the pediatric intensive care unit in a low-resource setting. BMC Pediatr 2021; 21:471. [PMID: 34696763 PMCID: PMC8543407 DOI: 10.1186/s12887-021-02945-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 10/12/2021] [Indexed: 11/10/2022] Open
Abstract
Background Sepsis is the leading cause of death worldwide in pediatric populations. Studies in low-resource settings showed that the majority of pediatric patients with sepsis still have a high mortality rate. Methods We retrospectively collected records from 2014 to 2019 of patients who had been diagnosed with sepsis and admitted to PICU in our tertiary hospital. Cox proportional hazard regression modeling was used to evaluate associations between patient characteristics and mortality. Results Overall, 665 patients were enrolled in this study, with 364 (54.7%) boys and 301 (46.3%) girls. As many as 385 patients (57.9%) died during the study period. The median age of patients admitted to PICU were 1.8 years old with interquartile range (IQR) ±8.36 years and the median length of stay was 144 h (1–1896 h). More than half 391 patients (58.8%) had a good nutritional status. Higher risk of mortality in PICU was associated fluid overload percentage of > 10% (HR 9.6, 95% CI: 7.4–12.6), the need of mechanical ventilation support (HR 2.7, 95% CI: 1.6–4.6), vasoactive drugs (HR 1.5, 95% CI: 1.2–2.0) and the presence of congenital anomaly (HR 1.4, 95% CI: 1.0–1.9). On the contrary, cerebral palsy (HR 0.3, 95% CI: 0.1–0.5) and post-operative patients (HR 0.4, 95% CI: 0.3–0.6) had lower mortality. Conclusion PICU mortality in pediatric patients with sepsis is associated with fluid overload percentage of > 10%, the need for mechanical ventilation support, the need of vasoactive drugs, and the presence of congenital anomaly. In septic patients in PICU, those with cerebral palsy and admitted for post-operative care had better survival.
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Affiliation(s)
- Desy Rusmawatiningtyas
- Department of Child Health, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada/Dr. Sardjito Hospital, Yogyakarta, 55281, Indonesia.
| | - Arini Rahmawati
- Department of Child Health, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada/Dr. Sardjito Hospital, Yogyakarta, 55281, Indonesia
| | - Firdian Makrufardi
- Department of Child Health, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada/Dr. Sardjito Hospital, Yogyakarta, 55281, Indonesia
| | - Nurul Mardhiah
- Department of Child Health, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada/Dr. Sardjito Hospital, Yogyakarta, 55281, Indonesia
| | - Indah Kartika Murni
- Department of Child Health, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada/Dr. Sardjito Hospital, Yogyakarta, 55281, Indonesia
| | - Cuno S P M Uiterwaal
- Clinical Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht, the Netherlands
| | - Ary I Savitri
- Clinical Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht, the Netherlands
| | - Intan Fatah Kumara
- Department of Child Health, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada/Dr. Sardjito Hospital, Yogyakarta, 55281, Indonesia
| | - Nurnaningsih
- Department of Child Health, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada/Dr. Sardjito Hospital, Yogyakarta, 55281, Indonesia
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Afroze F, Faruk MT, Kamal M, Kabir F, Sarmin M, Chakraborty M, Hossain MR, Shikha SS, Chowdhury VP, Islam MZ, Ahmed T, Chisti MJ. The Utility of Bedside Assessment Tools and Associated Factors to Avoid Antibiotic Overuse in an Urban PICU of a Diarrheal Disease Hospital in Bangladesh. Antibiotics (Basel) 2021; 10:antibiotics10101255. [PMID: 34680835 PMCID: PMC8532929 DOI: 10.3390/antibiotics10101255] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 09/25/2021] [Accepted: 09/28/2021] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Antibiotic exposure in the pediatric intensive care unit (PICU) is very high, although 50% of all antibiotics may be unnecessary. We aimed to determine the utility of simple bedside screening tools and predicting factors to avoid antibiotic overuse in the ICU among children with diarrhea and critical illness. METHODS We conducted a retrospective, single-center, case-control study that included children aged 2-59 months who were admitted to PICU with diarrhea and critical illness between 2017 and 2020. RESULTS We compared young children who did not receive antibiotics (cases, n = 164) during ICU stay to those treated with antibiotics (controls, n = 346). For predicting the 'no antibiotic approach', the sensitivity of a negative quick Sequential Organ Failure Assessment (qSOFA) was similar to quick Pediatric Logistic Organ Dysfunction-2 (qPELOD-2) and higher than Systemic Inflammatory Response Syndrome (SIRS). A negative qSOFA or qPELOD-2 score calculated during PICU admission is superior to SIRS to avoid antibiotic overuse in under-five children. The logistic regression analysis revealed that cases were more often older and independently associated with hypernatremia. Cases less often had severe underweight, altered mentation, age-specific fast breathing, lower chest wall in-drawing, adventitious sound on lung auscultation, abdominal distension, developmental delay, hyponatremia, hypocalcemia, and microscopic evidence of invasive diarrhea (for all, p < 0.05). CONCLUSION Antibiotic overuse could be evaded in PICU using simple bedside screening tools and clinical characteristics, particularly in poor resource settings among children with diarrhea.
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Affiliation(s)
- Farzana Afroze
- Correspondence: (F.A.); (M.J.C.); Tel.: +880-(0)2-2222-77001-10 (ext. 2187) (F.A.); +880-(0)2-2222-77001-10 (ext. 2334) (M.J.C.)
| | | | | | | | | | | | | | | | | | | | | | - Mohammod Jobayer Chisti
- Correspondence: (F.A.); (M.J.C.); Tel.: +880-(0)2-2222-77001-10 (ext. 2187) (F.A.); +880-(0)2-2222-77001-10 (ext. 2334) (M.J.C.)
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Abstract
Objectives Sepsis and septic shock are leading causes of in-hospital mortality. Timely treatment is crucial in improving patient outcome, yet treatment delays remain common. Early prediction of those patients with sepsis who will progress to its most severe form, septic shock, can increase the actionable window for interventions. We aim to extend a time-evolving risk score, previously developed in adult patients, to predict pediatric sepsis patients who are likely to develop septic shock before its onset, and to determine whether or not these risk scores stratify into groups with distinct temporal evolution once this prediction is made. Design Retrospective cohort study. Setting Academic medical center from July 1, 2016, to December 11, 2020. Patients Six-thousand one-hundred sixty-one patients under 18 admitted to the Johns Hopkins Hospital PICU. Interventions None. Measurements and Main Results We trained risk models to predict impending transition into septic shock and compute time-evolving risk scores representative of a patient's probability of developing septic shock. We obtain early prediction performance of 0.90 area under the receiver operating curve, 43% overall positive predictive value, patient-specific positive predictive value as high as 62%, and an 8.9-hour median early warning time using Sepsis-3 labels based on age-adjusted Sequential Organ Failure Assessment score. Using spectral clustering, we stratified pediatric sepsis patients into two clusters differing in septic shock prevalence, mortality, and proportion of patients adequately fluid resuscitated. CONCLUSIONS We demonstrate the applicability of our methodology for early prediction and stratification for risk of septic shock in pediatric sepsis patients. Through analyses of risk score evolution over time, we corroborate our past finding of an abrupt transition preceding onset of septic shock in children and are able to stratify pediatric sepsis patients using their risk score trajectories into low and high-risk categories.
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Long E, Solan T, Stephens DJ, Schlapbach LJ, Williams A, Tse WC, Babl FE. Febrile children in the Emergency Department: Frequency and predictors of poor outcome. Acta Paediatr 2021; 110:1046-1055. [PMID: 33000491 DOI: 10.1111/apa.15602] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 07/09/2020] [Accepted: 09/25/2020] [Indexed: 01/18/2023]
Abstract
AIM To evaluate the frequency and predictors of poor outcome in febrile children presenting to the Emergency Department. METHODS Retrospective observational study from the Emergency Department of The Royal Children's Hospital, Melbourne, Australia. All children with presenting complaint of fever or triage temperature >38°C over a 6-month period were included. Poor outcome was defined as: new organ dysfunction or the requirement for organ support therapy (inotrope infusion, mechanical ventilation, renal replacement therapy and extra-corporeal life support). Predictors evaluated were as follows: initial vital signs, blood tests and clinical scores. Odds ratio, sensitivity, specificity and area under the receiver-operating characteristics curve were calculated for each predictor variable. RESULTS Between Jan-June 2019, 6217 children met inclusion criteria. Twenty-seven (0.4%) developed new organ dysfunction, 10 (0.2%) required organ support therapy (inotrope infusion in 5, mechanical ventilation in 6, renal replacement therapy in 1, extra-corporeal life support in 1). Odds of new organ dysfunction, requirement for inotropic support and mechanical ventilation were higher with abnormal initial vital signs, blood tests and clinical scores, though overall test characteristics were poor due to infrequency. CONCLUSION Poor outcomes were uncommon among febrile children presenting to the Emergency Department. Vital signs, blood tests and clinical scores were poor predictors.
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Affiliation(s)
- Elliot Long
- Department of Emergency Medicine The Royal Children's Hospital Parkville Vic Australia
- Clinical Sciences Murdoch Children's Research Institute Parkville Vic Australia
- Department of Paediatrics Faculty of Medicine, Dentistry, and Health Sciences University of Melbourne Melbourne Vic Australia
- Centre for Integrated Critical Care Department of Medicine and Radiology Melbourne Medical School Parkville Vic Australia
| | - Tom Solan
- Department of Emergency Medicine The Royal Children's Hospital Parkville Vic Australia
| | - David J. Stephens
- Decision Support Unit The Royal Children's Hospital Parkville Vic Australia
| | - Luregn J. Schlapbach
- Paediatric Critical Care Research Group Child Health Research Centre The University of Queensland Brisbane Qld Australia
- Paediatric Intensive Care Unit Queensland Children's Hospital Brisbane Qld Australia
| | - Amanda Williams
- Clinical Sciences Murdoch Children's Research Institute Parkville Vic Australia
- Department of Paediatrics Faculty of Medicine, Dentistry, and Health Sciences University of Melbourne Melbourne Vic Australia
| | - Wai Chung Tse
- Clinical Sciences Murdoch Children's Research Institute Parkville Vic Australia
- Faculty of Medicine, Nursing, and Health Science Monash University Clayton Victoria Australia
| | - Franz E. Babl
- Department of Emergency Medicine The Royal Children's Hospital Parkville Vic Australia
- Clinical Sciences Murdoch Children's Research Institute Parkville Vic Australia
- Department of Paediatrics Faculty of Medicine, Dentistry, and Health Sciences University of Melbourne Melbourne Vic Australia
- Centre for Integrated Critical Care Department of Medicine and Radiology Melbourne Medical School Parkville Vic Australia
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Pediatric Sepsis Biomarker Risk Model With Outcome After PICU Discharge: A Strong Research Tool, but Let Us Not Forget Composite Prognostic Factors! Pediatr Crit Care Med 2021; 22:125-127. [PMID: 33410645 DOI: 10.1097/pcc.0000000000002621] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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22
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Chandna A, Tan R, Carter M, Van Den Bruel A, Verbakel J, Koshiaris C, Salim N, Lubell Y, Turner P, Keitel K. Predictors of disease severity in children presenting from the community with febrile illnesses: a systematic review of prognostic studies. BMJ Glob Health 2021; 6:e003451. [PMID: 33472837 PMCID: PMC7818824 DOI: 10.1136/bmjgh-2020-003451] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 11/26/2020] [Accepted: 12/19/2020] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION Early identification of children at risk of severe febrile illness can optimise referral, admission and treatment decisions, particularly in resource-limited settings. We aimed to identify prognostic clinical and laboratory factors that predict progression to severe disease in febrile children presenting from the community. METHODS We systematically reviewed publications retrieved from MEDLINE, Web of Science and Embase between 31 May 1999 and 30 April 2020, supplemented by hand search of reference lists and consultation with an expert Technical Advisory Panel. Studies evaluating prognostic factors or clinical prediction models in children presenting from the community with febrile illnesses were eligible. The primary outcome was any objective measure of disease severity ascertained within 30 days of enrolment. We calculated unadjusted likelihood ratios (LRs) for comparison of prognostic factors, and compared clinical prediction models using the area under the receiver operating characteristic curves (AUROCs). Risk of bias and applicability of studies were assessed using the Prediction Model Risk of Bias Assessment Tool and the Quality In Prognosis Studies tool. RESULTS Of 5949 articles identified, 18 studies evaluating 200 prognostic factors and 25 clinical prediction models in 24 530 children were included. Heterogeneity between studies precluded formal meta-analysis. Malnutrition (positive LR range 1.56-11.13), hypoxia (2.10-8.11), altered consciousness (1.24-14.02), and markers of acidosis (1.36-7.71) and poor peripheral perfusion (1.78-17.38) were the most common predictors of severe disease. Clinical prediction model performance varied widely (AUROC range 0.49-0.97). Concerns regarding applicability were identified and most studies were at high risk of bias. CONCLUSIONS Few studies address this important public health question. We identified prognostic factors from a wide range of geographic contexts that can help clinicians assess febrile children at risk of progressing to severe disease. Multicentre studies that include outpatients are required to explore generalisability and develop data-driven tools to support patient prioritisation and triage at the community level. PROSPERO REGISTRATION NUMBER CRD42019140542.
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Affiliation(s)
- Arjun Chandna
- Cambodia-Oxford Medical Research Unit, Angkor Hospital for Children, Siem Reap, Cambodia
- Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, UK
| | - Rainer Tan
- Unisanté Centre for Primary Care and Public Health, University of Lausanne, Lausanne, Switzerland
- University of Basel, Basel, Switzerland
- Swiss Tropical and Public Health Institute, Basel, Basel-Stadt, Switzerland
| | - Michael Carter
- Department of Women and Children's Health, King's College London, London, UK
| | - Ann Van Den Bruel
- Academic Centre of General Practice, University of Leuven, Leuven, Flanders, Belgium
| | - Jan Verbakel
- Academic Centre of General Practice, University of Leuven, Leuven, Flanders, Belgium
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | | | - Nahya Salim
- Ifakara Health Institute, Dar-es-Salaam, Tanzania
- Department of Pediatrics and Child Health, Muhimbili University Health and Allied Sciences, Dar-es-Salaam, Tanzania
| | - Yoel Lubell
- Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, UK
- Mahidol-Oxford Tropical Medicine Research Unit, Bangkok, Thailand
| | - Paul Turner
- Cambodia-Oxford Medical Research Unit, Angkor Hospital for Children, Siem Reap, Cambodia
- Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, UK
| | - Kristina Keitel
- Swiss Tropical and Public Health Institute, Basel, Basel-Stadt, Switzerland
- Division of Emergency Medicine, Department of Pediatrics, University Children's Hospital, Inselpital, University of Bern, Bern, Switzerland
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Deshmukh T, Varma A, Damke S, Meshram R. Predictive Efficacy of Pediatric Logistic Organ Dysfunction-2 Score in Pediatric Intensive Care Unit of Rural Hospital. Indian J Crit Care Med 2020; 24:701-704. [PMID: 33024378 PMCID: PMC7519618 DOI: 10.5005/jp-journals-10071-23528] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Aims and objectives Utility of pediatric logistic organ dysfunction-2 (PELOD-2) score on day 1 within 1 hour of admission in predicting mortality in children admitted in pediatric intensive care unit (PICU). Background Various scoring systems aid to evaluate the patient's mortality risk in the intensive care unit (ICU) by assigning a score and predicting the outcome. Critically ill children are characterized by large variations in the normal body homeostasis. These variations can be estimated by the change of the physiological variables from the normal range. Various scores are constructed from deviations of these changed variables. One such score, the PELOD-2 score, is used to predict mortality of patients admitted in PICU. Materials and methods This study was carried out at a tertiary care center in central India to study the utility of PELOD-2 score within 1 hour of admission to predict mortality in patients admitted in PICU. Results Total 129 patients were included in this study with mean age of 67 months. The system with highest admission was central nervous system with 42 children and 16.6% mortality, whereas those 7 patients with hematological system involvement had highest mortality of 28.5%. The mortality rate was 15.55%. In our study for PELOD-2 within 24 hours of admission, the area under receiver operating curve was 0.87 and the Hosmer-Lemeshow test was p = 0.42. Conclusion Pediatric logistic organ dysfunction-2 score in our study had significant association with mortality along with the Hosmer-Lemeshow goodness-of-fit test showing a good prediction of mortality. How to cite this article Deshmukh T, Varma A, Damke S, Meshram R. Predictive Efficacy of Pediatric Logistic Organ Dysfunction-2 Score in Pediatric Intensive Care Unit of Rural Hospital. Indian J Crit Care Med 2020;24(8):701-704.
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Affiliation(s)
- Tejaswini Deshmukh
- Department of Pediatrics, Jawaharlal Nehru Medical College, Datta Meghe Institute of Medical Sciences (Deemed to be University), Sawangi, Wardha, Maharashtra, India
| | - Ashish Varma
- Department of Pediatrics, Jawaharlal Nehru Medical College, Datta Meghe Institute of Medical Sciences (Deemed to be University), Sawangi, Wardha, Maharashtra, India
| | - Sachin Damke
- Department of Pediatrics, Jawaharlal Nehru Medical College, Datta Meghe Institute of Medical Sciences (Deemed to be University), Sawangi, Wardha, Maharashtra, India
| | - Revat Meshram
- Department of Pediatrics, Jawaharlal Nehru Medical College, Datta Meghe Institute of Medical Sciences (Deemed to be University), Sawangi, Wardha, Maharashtra, India
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Niederwanger C, Varga T, Hell T, Stuerzel D, Prem J, Gassner M, Rickmann F, Schoner C, Hainz D, Cortina G, Hetzer B, Treml B, Bachler M. Comparison of pediatric scoring systems for mortality in septic patients and the impact of missing information on their predictive power: a retrospective analysis. PeerJ 2020; 8:e9993. [PMID: 33083117 PMCID: PMC7543722 DOI: 10.7717/peerj.9993] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 08/28/2020] [Indexed: 01/08/2023] Open
Abstract
Background Scores can assess the severity and course of disease and predict outcome in an objective manner. This information is needed for proper risk assessment and stratification. Furthermore, scoring systems support optimal patient care, resource management and are gaining in importance in terms of artificial intelligence. Objective This study evaluated and compared the prognostic ability of various common pediatric scoring systems (PRISM, PRISM III, PRISM IV, PIM, PIM2, PIM3, PELOD, PELOD 2) in order to determine which is the most applicable score for pediatric sepsis patients in terms of timing of disease survey and insensitivity to missing data. Methods We retrospectively examined data from 398 patients under 18 years of age, who were diagnosed with sepsis. Scores were assessed at ICU admission and re-evaluated on the day of peak C-reactive protein. The scores were compared for their ability to predict mortality in this specific patient population and for their impairment due to missing data. Results PIM (AUC 0.76 (0.68-0.76)), PIM2 (AUC 0.78 (0.72-0.78)) and PIM3 (AUC 0.76 (0.68-0.76)) scores together with PRSIM III (AUC 0.75 (0.68-0.75)) and PELOD 2 (AUC 0.75 (0.66-0.75)) are the most suitable scores for determining patient prognosis at ICU admission. Once sepsis is pronounced, PELOD 2 (AUC 0.84 (0.77-0.91)) and PRISM IV (AUC 0.8 (0.72-0.88)) become significantly better in their performance and count among the best prognostic scores for use at this time together with PRISM III (AUC 0.81 (0.73-0.89)). PELOD 2 is good for monitoring and, like the PIM scores, is also largely insensitive to missing values. Conclusion Overall, PIM scores show comparatively good performance, are stable as far as timing of the disease survey is concerned, and they are also relatively stable in terms of missing parameters. PELOD 2 is best suitable for monitoring clinical course.
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Affiliation(s)
- Christian Niederwanger
- Department of Pediatrics, Pediatrics I, Medical University of Innsbruck, Innsbruck, Austria
| | - Thomas Varga
- Institute of Anaesthesiology, University of Zurich and University Hospital Zurich, Zurich, Switzerland
| | - Tobias Hell
- Department of Mathematics, Faculty of Mathematics, Computer Science and Physics, University of Innsbruck, Innsbruck, Austria
| | - Daniel Stuerzel
- Department of General and Surgical Critical Care Medicine, Medical University of Innsbruck, Innsbruck, Austria
| | - Jennifer Prem
- Department of General and Surgical Critical Care Medicine, Medical University of Innsbruck, Innsbruck, Austria
| | - Magdalena Gassner
- Department of General and Surgical Critical Care Medicine, Medical University of Innsbruck, Innsbruck, Austria
| | - Franziska Rickmann
- Department of General and Surgical Critical Care Medicine, Medical University of Innsbruck, Innsbruck, Austria
| | - Christina Schoner
- Department of General and Surgical Critical Care Medicine, Medical University of Innsbruck, Innsbruck, Austria
| | - Daniela Hainz
- Department of General and Surgical Critical Care Medicine, Medical University of Innsbruck, Innsbruck, Austria
| | - Gerard Cortina
- Department of Pediatrics, Pediatrics I, Medical University of Innsbruck, Innsbruck, Austria
| | - Benjamin Hetzer
- Department of Pediatrics, Pediatrics I, Medical University of Innsbruck, Innsbruck, Austria
| | - Benedikt Treml
- Department of General and Surgical Critical Care Medicine, Medical University of Innsbruck, Innsbruck, Austria
| | - Mirjam Bachler
- Department of General and Surgical Critical Care Medicine, Medical University of Innsbruck, Innsbruck, Austria.,Department of Sports Medicine, Alpine Medicine and Health Tourism, UMIT - University for Health Sciences, Medical Informatics and Technology, Hall in Tyrol, Austria
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Zhong M, Huang Y, Li T, Xiong L, Lin T, Li M, He D. Day‐1 PELOD‐2 and day‐1 “quick” PELOD‐2 scores in children with sepsis in the PICU. JORNAL DE PEDIATRIA (VERSÃO EM PORTUGUÊS) 2020. [DOI: 10.1016/j.jpedp.2019.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Zhong M, Huang Y, Li T, Xiong L, Lin T, Li M, He D. Day-1 PELOD-2 and day-1 "quick" PELOD-2 scores in children with sepsis in the PICU. J Pediatr (Rio J) 2020; 96:660-665. [PMID: 31580846 PMCID: PMC9432166 DOI: 10.1016/j.jped.2019.07.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2019] [Revised: 05/16/2019] [Accepted: 07/18/2019] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVES This study aimed to evaluate the predictive validity of the day-1 PELOD-2 and day-1 "quick" PELOD-2 (qPELOD-2) scores for in-hospital mortality in children with sepsis in a pediatric intensive care unit (PICU) of a developing country. METHODS The data of 516 children diagnosed as sepsis were retrospectively analyzed. The children were divided into survival group and non-survival group, according to the clinical outcome 28 days after admission. Day-1 PELOD-2, day-1 qPELOD-2, pediatric SOFA (pSOFA), and P-MODS were collected and scored. Receiver operating characteristic (ROC) curves were plotted, and the efficiency of the day-1 PELOD-2, day-1 qPELOD-2 score, pSOFA, and P-MODS for predicting death were evaluated by the area under the ROC curve (AUC). RESULTS The day-1 PELOD-2 score, day-1 qPELOD-2 score, pSOFA, and P-MODS in the non-survivor group were significantly higher than those in the survivor group. ROC curve analysis showed that the AUCs of the day-1 PELOD-2 score, day-1 qPELOD-2 score, pSOFA, and P-MODS for predicting the prognosis of children with sepsis in the PICU were 0.916, 0.802, 0.937, and 0.761, respectively (all p < 0.05). CONCLUSIONS Both the day-1 PELOD-2 score and day-1 qPELOD-2 score were effective and able to assess the prognosis of children with sepsis in a PICU of a developing country. Additionally, the day-1 PELOD-2 score was superior to the day-1 qPELOD-2 score. Further studies are needed to verify the usefulness of the day-1 qPELOD-2 score, particularly outside of the PICU.
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Affiliation(s)
- Mianling Zhong
- Children's Medical Center of the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Yuge Huang
- Children's Medical Center of the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China.
| | - Tufeng Li
- Children's Medical Center of the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Lu Xiong
- Children's Medical Center of the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Ting Lin
- Children's Medical Center of the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Miaofen Li
- Children's Medical Center of the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Dongqiang He
- Children's Medical Center of the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
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Z Oikonomakou M, Gkentzi D, Gogos C, Akinosoglou K. Biomarkers in pediatric sepsis: a review of recent literature. Biomark Med 2020; 14:895-917. [PMID: 32808806 DOI: 10.2217/bmm-2020-0016] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2020] [Accepted: 05/12/2020] [Indexed: 01/10/2023] Open
Abstract
Sepsis remains the leading cause of death in infants and children worldwide. Prompt diagnosis and monitoring of infection is pivotal to guide therapy and optimize outcomes. No single biomarker has so far been identified to accurately diagnose sepsis, monitor response and predict severity. We aimed to assess existing evidence of available sepsis biomarkers, and their utility in pediatric population. C-reactive protein and procalcitonin remain the most extensively evaluated and used biomarkers. However, biomarkers related to endothelial damage, vasodilation, oxidative stress, cytokines/chemokines and cell bioproducts have also been identified, often with regard to the site of infection and etiologic pathogen; still, with controversial utility. A multi-biomarker model driven by genomic tools could establish a personalized approach in future disease management.
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Affiliation(s)
| | - Despoina Gkentzi
- Department of Pediatrics, University Hospital of Patras, Rio 26504, Greece
| | - Charalambos Gogos
- Department of Internal Medicine & Infectious Diseases, University Hospital of Patras, Rio 26504, Greece
| | - Karolina Akinosoglou
- Department of Internal Medicine & Infectious Diseases, University Hospital of Patras, Rio 26504, Greece
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Cardiac Dysfunction Identified by Strain Echocardiography Is Associated With Illness Severity in Pediatric Sepsis. Pediatr Crit Care Med 2020; 21:e192-e199. [PMID: 32084099 DOI: 10.1097/pcc.0000000000002247] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
OBJECTIVES Sepsis-induced myocardial dysfunction has been associated with illness severity and mortality in pediatrics. Although early sepsis-induced myocardial dysfunction diagnosis could aid in hemodynamic management, current echocardiographic metrics for assessing biventricular function are limited in detecting early impairment. Strain echocardiography is a validated quantitative measure that can detect subtle perturbations in left ventricular and right ventricular function. This investigation evaluates the utility of strain echocardiography in pediatric sepsis and compares with to conventional methods. DESIGN Retrospective, observational study comparing left ventricular and right ventricular strain. Strain was compared with ejection fraction and fractional shortening and established sepsis severity of illness markers. SETTING Tertiary care medical-surgical PICU from July 2013 to January 2018. PATIENTS Seventy-nine septic children and 28 healthy controls. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Compared with healthy controls, patients with severe sepsis demonstrated abnormal left ventricular strain (left ventricular longitudinal strain: -13.0% ± 0.72; p = 0.04 and left ventricular circumferential strain: -16.5% ± 0.99; p = 0.046) and right ventricular (right ventricular longitudinal strain = -14.3% ± 6.3; p < 0.01) despite normal fractional shortening (36.0% ± 1.6 vs 38.1% ± 1.1; p = 0.5129) and ejection fraction (60.7% ± 2.2 vs 65.3% ± 1.5; p = 0.33). There was significant association between depressed left ventricular longitudinal strain and increased Vasotrope-Inotrope Score (r = 0.52; p = 0.034). Worsening left ventricular circumferential strain was correlated with higher lactate (r = 0.31; p = 0.03) and higher Pediatric Risk of Mortality-III score (r = 0.39; p < 0.01). Depressed right ventricular longitudinal strain was associated with elevated pediatric multiple organ dysfunction score (r = 0.44; p < 0.01) CONCLUSIONS:: Compared with healthy children, pediatric septic patients demonstrated abnormal left ventricular and right ventricular strain concerning for early signs of cardiac dysfunction. This was despite having normal ejection fraction and fractional shortening. Abnormal strain was associated with abnormal severity of illness markers. Strain echocardiography may have utility as an early indicator of sepsis-induced myocardial dysfunction in pediatric sepsis.
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Garcia PCR, Tonial CT, Piva JP. Septic shock in pediatrics: the state‐of‐the‐art. JORNAL DE PEDIATRIA (VERSÃO EM PORTUGUÊS) 2020. [DOI: 10.1016/j.jpedp.2019.10.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
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Garcia PCR, Tonial CT, Piva JP. Septic shock in pediatrics: the state-of-the-art. J Pediatr (Rio J) 2020; 96 Suppl 1:87-98. [PMID: 31843507 PMCID: PMC9432279 DOI: 10.1016/j.jped.2019.10.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 10/25/2019] [Indexed: 01/05/2023] Open
Abstract
OBJECTIVE Review the main aspects of the definition, diagnosis, and management of pediatric patients with sepsis and septic shock. SOURCE OF DATA A search was carried out in the MEDLINE and Embase databases. The articles were chosen according to the authors' interest, prioritizing those published in the last five years. SYNTHESIS OF DATA Sepsis remains a major cause of mortality in pediatric patients. The variability of clinical presentations makes it difficult to attain a precise definition in pediatrics. Airway stabilization with adequate oxygenation and ventilation if necessary, initial volume resuscitation, antibiotic administration, and cardiovascular support are the basis of sepsis treatment. In resource-poor settings, attention should be paid to the risks of fluid overload when administrating fluids. Administration of vasoactive drugs such as epinephrine or norepinephrine is necessary in the absence of volume response within the first hour. Follow-up of shock treatment should adhere to targets such as restoring vital and clinical signs of shock and controlling the focus of infection. A multimodal evaluation with bedside ultrasound for management after the first hours is recommended. In refractory shock, attention should be given to situations such as cardiac tamponade, hypothyroidism, adrenal insufficiency, abdominal catastrophe, and focus of uncontrolled infection. CONCLUSIONS The implementation of protocols and advanced technologies have reduced sepsis mortality. In resource-poor settings, good practices such as early sepsis identification, antibiotic administration, and careful fluid infusion are the cornerstones of sepsis management.
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Affiliation(s)
- Pedro Celiny Ramos Garcia
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Hospital São Lucas, Faculdade de Medicina e Terapia Intensiva Pediátrica, Programa de Pós-Graduação em Pediatria e Saúde Infantil, Porto Alegre, RS, Brazil
| | - Cristian Tedesco Tonial
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Hospital São Lucas, Faculdade de Medicina e Terapia Intensiva Pediátrica, Departamento de Pediatria, Porto Alegre, RS, Brazil.
| | - Jefferson Pedro Piva
- Universidade Federal do Rio Grande do Sul (UFRGS), Faculdade de Medicina, Porto Alegre, RS, Brazil; Hospital de Clínicas de Porto Alegre, Departamento de Emergência e Cuidados Intensivos Pediátricos, Porto Alegre, RS, Brazil
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Grappling With Real-Time Diagnosis and Public Health Surveillance in Sepsis: Can Clinical Data Provide the Answer? Pediatr Crit Care Med 2020; 21:196-197. [PMID: 32032265 DOI: 10.1097/pcc.0000000000002212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Abstract
OBJECTIVES A method to identify pediatric sepsis episodes that is not affected by changing diagnosis and claims-based coding practices does not exist. We derived and validated a surveillance algorithm to identify pediatric sepsis using routine clinical data and applied the algorithm to study longitudinal trends in sepsis epidemiology. DESIGN Retrospective observational study. SETTING Single academic children's hospital. PATIENTS All emergency and hospital encounters from January 2011 to January 2019, excluding neonatal ICU and cardiac center. EXPOSURE Sepsis episodes identified by a surveillance algorithm using clinical data to identify infection and concurrent organ dysfunction. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS A surveillance algorithm was derived and validated in separate cohorts with suspected sepsis after clinician-adjudication of final sepsis diagnosis. We then applied the surveillance algorithm to determine longitudinal trends in incidence and mortality of pediatric sepsis over 8 years. Among 93,987 hospital encounters and 1,065 episodes of suspected sepsis in the derivation period, the surveillance algorithm yielded sensitivity 78% (95% CI, 72-84%), specificity 76% (95% CI, 74-79%), positive predictive value 41% (95% CI, 36-46%), and negative predictive value 94% (95% CI, 92-96%). In the validation period, the surveillance algorithm yielded sensitivity 84% (95% CI, 77-92%), specificity of 65% (95% CI, 59-70%), positive predictive value 43% (95% CI, 35-50%), and negative predictive value 93% (95% CI, 90-97%). Notably, most "false-positives" were deemed clinically relevant sepsis cases after manual review. The hospital-wide incidence of sepsis was 0.69% (95% CI, 0.67-0.71%), and the inpatient incidence was 2.8% (95% CI, 2.7-2.9%). Risk-adjusted sepsis incidence, without bias from changing diagnosis or coding practices, increased over time (adjusted incidence rate ratio per year 1.07; 95% CI, 1.06-1.08; p < 0.001). Mortality was 6.7% and did not change over time (adjusted odds ratio per year 0.98; 95% CI, 0.93-1.03; p = 0.38). CONCLUSIONS An algorithm using routine clinical data provided an objective, efficient, and reliable method for pediatric sepsis surveillance. An increased sepsis incidence and stable mortality, free from influence of changes in diagnosis or billing practices, were evident.
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Patel K, McElvania E. Diagnostic Challenges and Laboratory Considerations for Pediatric Sepsis. J Appl Lab Med 2019; 3:587-600. [DOI: 10.1373/jalm.2017.025908] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Accepted: 10/01/2018] [Indexed: 01/17/2023]
Abstract
AbstractBackgroundSepsis is a leading cause of death for children in the US and worldwide. There is a lack of consensus how sepsis is clinically defined, and sepsis definitions and diagnostic guidelines for the pediatric population have remained unchanged for more than a decade now. Current pediatric definitions are largely based on adult guidelines and expert opinion rather than evidence based on outcomes in the pediatric populations. Without a clear definition of sepsis, it is challenging to evaluate the performance of new laboratory tests on the diagnosis and management of sepsis.ContentThis review provides an overview of common etiologies of sepsis in pediatric populations, challenges in defining and diagnosing pediatric sepsis, and current laboratory tests used to identify and monitor sepsis. Strengths and limitations of emerging diagnostic strategies will also be discussed.SummaryCurrently there is no single biomarker that can accurately diagnose or predict sepsis. Current biomarkers such as C-reactive protein and lactate are neither sensitive nor specific for diagnosing sepsis. New biomarkers and rapid pathogen identification assays are much needed. Procalcitonin, although having some limitations, has emerged as a biomarker with demonstrated utility in management of sepsis in adults. Parallel studies analyzing the utility of procalcitonin in pediatric populations are lagging but have shown potential to affect sepsis care in pediatric populations. Multibiomarker approaches and stepwise algorithms show promise in the management of pediatric sepsis. However, a major hurdle is the lack of validated clinical criteria for classification of pediatric sepsis, which is necessary for the development of well-designed studies that can assess the clinical impact of these emerging biomarkers.
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Affiliation(s)
- Khushbu Patel
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX
- Department of Pathology and Laboratory Medicine, Children's Health, Dallas, TX
| | - Erin McElvania
- Department of Pathology, NorthShore University HealthSystem, Evanston, IL
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Comparison of International Pediatric Sepsis Consensus Conference Versus Sepsis-3 Definitions for Children Presenting With Septic Shock to a Tertiary Care Center in India: A Retrospective Study. Pediatr Crit Care Med 2019; 20:e122-e129. [PMID: 30640887 DOI: 10.1097/pcc.0000000000001864] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
OBJECTIVES To evaluate the proportion of children fulfilling "Sepsis-3" definition and International Pediatric Sepsis Consensus Conference definition among children diagnosed to have septic shock and compare the mortality risk between the two groups. DESIGN Retrospective chart review. SETTING PICU of a tertiary care teaching hospital from 2014 to 2017. PATIENTS Children (≤ 17 yr old) with a diagnosis of septic shock at admission or during PICU stay. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We applied both International Pediatric Sepsis Consensus Conference and the new "Sepsis-3" definition (sepsis with hypotension requiring vasopressors and a lactate value of ≥ 2 mmol/L) to identify cases of septic shock by these definitions. Key outcomes such as mortality, proportion attaining shock reversal at 24 hours and organ dysfunction were compared between those fulfilling "Sepsis-3" definitions ("Sepsis-3" group) and those fulfilling "International Pediatric Sepsis Consensus Conference" definition ("International Pediatric Sepsis Consensus Conference" group). A total of 216 patients fulfilled International Pediatric Sepsis Consensus Conference definitions of septic shock. Of these, only 104 (48%; 95% CI, 42-55) fulfilled "Sepsis-3" definition. Children fulfilling "Sepsis-3 plus International Pediatric Sepsis Consensus Conference definitions" ("Sepsis-3 and International Pediatric Sepsis Consensus Conference" group) had lower proportion with shock resolution (61% vs 82%; relative risk, 0.73; 95% CI, 0.62-0.88) and higher risk of multiple organ dysfunction (85% vs 68%; 1.24; 1.07-1.45) at 24 hours. The mortality was 48.5% in "Sepsis-3 and International Pediatric Sepsis Consensus Conference" group as compared with 37.5% in the "International Pediatric Sepsis Consensus Conference only" group (relative risk, 1.3; 95% CI, 0.94-1.75). CONCLUSIONS Less than half of children with septic shock identified by International Pediatric Sepsis Consensus Conference definitions were observed to fulfill the criteria for shock as per "Sepsis-3" definitions. Lack of difference in the risk of mortality between children who fulfilled "Sepsis-3" definition and those who did not fulfill the definition raises questions on the appropriateness of using this definition for diagnosis of septic shock in children.
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Souza DCD, Brandão MB, Piva JP. From the International Pediatric Sepsis Conference 2005 to the Sepsis-3 Consensus. Rev Bras Ter Intensiva 2019; 30:1-5. [PMID: 29742230 PMCID: PMC5885223 DOI: 10.5935/0103-507x.20180005] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2017] [Accepted: 08/14/2017] [Indexed: 01/11/2023] Open
Affiliation(s)
- Daniela Carla de Souza
- Unidade de Terapia Intensiva Pediátrica, Hospital Universitário, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Marcelo Barciela Brandão
- Unidade de Terapia Intensiva Pediátrica, Hospital das Clínicas, Universidade Estadual de Campinas, Campinas, SP, Brazil
| | - Jefferson Pedro Piva
- Departamento de Pediatria, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
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External Validation of the "Quick" Pediatric Logistic Organ Dysfunction-2 Score Using a Large North American Cohort of Critically Ill Children With Suspected Infection. Pediatr Crit Care Med 2018; 19:1114-1119. [PMID: 30234742 DOI: 10.1097/pcc.0000000000001729] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVES A quick Pediatric Logistic Organ Dysfunction 2 score on day 1, consisting of tachycardia, hypotension, and altered mentation, was shown to predict mortality with an area under the receiver operating characteristic curve of 82% (95% CI, 76-87%) in children admitted to a PICU with suspected infection. We performed an external validation of the quick Pediatric Logistic Organ Dysfunction 2, including its performance in predicting mortality in specific age groups. DESIGN Analysis of retrospective data obtained from the Virtual Pediatric Systems PICU registry. SETTING Prospectively collected clinical records from 130 participating PICUs in North America. PATIENTS Children admitted between January 2009 and December 2014, with a diagnosis of infection at discharge, for whom all required data were available. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Systolic blood pressures, heart rates, and Glasgow Coma Scale scores were used to evaluate the quick Pediatric Logistic Organ Dysfunction 2 using area under the receiver operating characteristic curve analysis. Performance was compared with Pediatric Risk of Mortality 3 and Pediatric Index of Mortality 2 risk scores. Data from 42,196 children with complete data were analyzed, with median age 2.7 years (interquartile range, 0.7-8.8 yr; range 0-18 yr) and a 4.27% mortality rate. Mortality was 13.4% for quick Pediatric Logistic Organ Dysfunction 2 greater than or equal to 2 and 2.5% for quick Pediatric Logistic Organ Dysfunction 2 less than 2, representing a false-negative rate of 49.5%. Also 311 children (17%) who died had a quick Pediatric Logistic Organ Dysfunction 2 score of 0. The area under the receiver operating characteristic curve was 72.6% (95% CI, 71.4-73.8%) for quick Pediatric Logistic Organ Dysfunction 2, compared with 85.0% (95% CI, 84.0-86.0%) for Pediatric Risk of Mortality 3 and 81.5% (95% CI, 80.5-82.5%) for Pediatric Index of Mortality 2. Performance of quick Pediatric Logistic Organ Dysfunction 2 was worst in the greater than 12 years age group (area under the receiver operating characteristic curve, 67.8%; 95% CI, 65-70.5) and best in the less than 1 month age group (area under the receiver operating characteristic curve, 78.9%; 95% CI, 75.3-82.4). CONCLUSIONS Quick Pediatric Logistic Organ Dysfunction 2 performed markedly worse in our cohort, compared with the original study, and the high rate of false negatives limits its clinical utility in our population. Further work is needed to develop a robust quick pediatric sepsis diagnostic tool for both research and clinical care.
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Lin GL, McGinley JP, Drysdale SB, Pollard AJ. Epidemiology and Immune Pathogenesis of Viral Sepsis. Front Immunol 2018; 9:2147. [PMID: 30319615 PMCID: PMC6170629 DOI: 10.3389/fimmu.2018.02147] [Citation(s) in RCA: 173] [Impact Index Per Article: 28.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Accepted: 08/30/2018] [Indexed: 12/11/2022] Open
Abstract
Sepsis is a life-threatening organ dysfunction caused by a dysregulated host response to infection. Sepsis can be caused by a broad range of pathogens; however, bacterial infections represent the majority of sepsis cases. Up to 42% of sepsis presentations are culture negative, suggesting a non-bacterial cause. Despite this, diagnosis of viral sepsis remains very rare. Almost any virus can cause sepsis in vulnerable patients (e.g., neonates, infants, and other immunosuppressed groups). The prevalence of viral sepsis is not known, nor is there enough information to make an accurate estimate. The initial standard of care for all cases of sepsis, even those that are subsequently proven to be culture negative, is the immediate use of broad-spectrum antibiotics. In the absence of definite diagnostic criteria for viral sepsis, or at least to exclude bacterial sepsis, this inevitably leads to unnecessary antimicrobial use, with associated consequences for antimicrobial resistance, effects on the host microbiome and excess healthcare costs. It is important to understand non-bacterial causes of sepsis so that inappropriate treatment can be minimised, and appropriate treatments can be developed to improve outcomes. In this review, we summarise what is known about viral sepsis, its most common causes, and how the immune responses to severe viral infections can contribute to sepsis. We also discuss strategies to improve our understanding of viral sepsis, and ways we can integrate this new information into effective treatment.
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Affiliation(s)
- Gu-Lung Lin
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, United Kingdom.,National Institute for Health Research, Oxford Biomedical Research Centre, Oxford, United Kingdom
| | - Joseph P McGinley
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, United Kingdom.,National Institute for Health Research, Oxford Biomedical Research Centre, Oxford, United Kingdom
| | - Simon B Drysdale
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, United Kingdom.,National Institute for Health Research, Oxford Biomedical Research Centre, Oxford, United Kingdom.,Department of Paediatrics, St George's University Hospitals NHS Foundation Trust, London, United Kingdom
| | - Andrew J Pollard
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, United Kingdom.,National Institute for Health Research, Oxford Biomedical Research Centre, Oxford, United Kingdom
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39
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Leclerc F, Duhamel A, Leteurtre S, Straney L, Bellomo R, MacLaren G, Pilcher D, Schlapbach LJ. Which organ dysfunction scores to use in children with infection? Intensive Care Med 2018; 44:697-698. [PMID: 29569156 DOI: 10.1007/s00134-018-5123-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/01/2018] [Indexed: 11/29/2022]
Affiliation(s)
- Francis Leclerc
- Service de réanimation pédiatrique, CHU Lille, 59000, Lille, France. .,EA 2694 Santé publique, épidémiologie et qualité des soins, Univ. Lille, 59000, Lille, France.
| | - Alain Duhamel
- EA 2694 Santé publique, épidémiologie et qualité des soins, Univ. Lille, 59000, Lille, France.,Département de biostatistiques, CHU Lille, 59000, Lille, France
| | - Stéphane Leteurtre
- Service de réanimation pédiatrique, CHU Lille, 59000, Lille, France.,EA 2694 Santé publique, épidémiologie et qualité des soins, Univ. Lille, 59000, Lille, France
| | - Lahn Straney
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
| | - Rinaldo Bellomo
- University of Melbourne, Melbourne, Australia.,Intensive Care, Austin Health, Melbourne, Australia
| | - Graeme MacLaren
- Cardiothoracic Intensive Care Unit, National University Health System, Singapore, Singapore.,Paediatric Intensive Care Unit, The Royal Children's Hospital, Melbourne, Australia
| | - David Pilcher
- The Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcome and Resource Evaluation (CORE), ANZICS House, Levers Terrace, Carlton South, Melbourne, Australia.,School of Public Health and Preventive Medicine, Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, VIC, Australia.,Department of Intensive Care, The Alfred Hospital, Commercial Road, Prahran, VIC, Australia
| | - Luregn J Schlapbach
- Paediatric Critical Care Research Group, Mater Research Institute, The University of Queensland, Brisbane, Australia.,Paediatric Intensive Care Unit, Lady Cilento Children's Hospital, Brisbane, Australia.,Faculty of Medicine, The University of Queensland, Brisbane, Australia
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Schlapbach LJ, Straney L, Bellomo R, MacLaren G, Pilcher D. Prognostic accuracy of age-adapted SOFA, SIRS, PELOD-2, and qSOFA for in-hospital mortality among children with suspected infection admitted to the intensive care unit. Intensive Care Med 2018; 44:179-188. [PMID: 29256116 PMCID: PMC5816088 DOI: 10.1007/s00134-017-5021-8] [Citation(s) in RCA: 162] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Accepted: 12/06/2017] [Indexed: 11/18/2022]
Abstract
PURPOSE The Sepsis-3 consensus task force defined sepsis as life-threatening organ dysfunction caused by dysregulated host response to infection. However, the clinical criteria for this definition were neither designed for nor validated in children. We validated the performance of SIRS, age-adapted SOFA, quick SOFA and PELOD-2 scores as predictors of outcome in children. METHODS We performed a multicentre binational cohort study of patients < 18 years admitted with infection to ICUs in Australia and New Zealand. The primary outcome was ICU mortality. SIRS, age-adapted SOFA, quick SOFA and PELOD-2 scores were compared using crude and adjusted area under the receiver operating characteristic curve (AUROC) analysis. RESULTS Of 2594 paediatric ICU admissions due to infection, 151 (5.8%) children died, and 949/2594 (36.6%) patients died or experienced an ICU length of stay ≥ 3 days. A ≥ 2-point increase in the individual score was associated with a crude mortality increase from 3.1 to 6.8% for SIRS, from 1.9 to 7.6% for age-adapted SOFA, from 1.7 to 7.3% for PELOD-2, and from 3.9 to 8.1% for qSOFA (p < 0.001). The discrimination of outcomes was significantly higher for SOFA (adjusted AUROC 0.829; 0.791-0.868) and PELOD-2 (0.816; 0.777-0.854) than for qSOFA (0.739; 0.695-0.784) and SIRS (0.710; 0.664-0.756). CONCLUSIONS SIRS criteria lack specificity to identify children with infection at substantially higher risk of mortality. We demonstrate that adapting Sepsis-3 to age-specific criteria performs better than Sepsis-2-based criteria. Our findings support the translation of Sepsis-3 into paediatric-specific sepsis definitions and highlight the importance of robust paediatric organ dysfunction characterization.
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Affiliation(s)
- Luregn J Schlapbach
- Faculty of Medicine, The University of Queensland, Brisbane, Australia.
- Paediatric Critical Care Research Group, Mater Research Institute, The University of Queensland, Brisbane, Australia.
- Paediatric Intensive Care Unit, Lady Cilento Children's Hospital, Children's Health Queensland, Brisbane, Australia.
- Department of Pediatrics, Bern University Hospital, Inselspital, University of Bern, Bern, Switzerland.
| | - Lahn Straney
- Department of Pediatrics, Bern University Hospital, Inselspital, University of Bern, Bern, Switzerland
| | - Rinaldo Bellomo
- University of Melbourne, Melbourne, Australia
- Intensive Care, Austin Health, Melbourne, Australia
| | - Graeme MacLaren
- University of Melbourne, Melbourne, Australia
- Cardiothoracic Intensive Care Unit, National University Health System, Singapore, Singapore
- Paediatric Intensive Care Unit, The Royal Children's Hospital, Melbourne, Australia
| | - David Pilcher
- The Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcome and Resource Evaluation (CORE), ANZICS House, Levers Terrace, Carlton South, Melbourne, Australia
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Department of Intensive Care, The Alfred Hospital, Commercial Road, Prahran, VIC, Australia
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Weiss SL, Deutschman CS. Are septic children really just "septic little adults"? Intensive Care Med 2018; 44:392-394. [PMID: 29356850 DOI: 10.1007/s00134-017-5041-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2017] [Accepted: 12/26/2017] [Indexed: 11/29/2022]
Affiliation(s)
- Scott L Weiss
- Department of Anesthesiology and Critical Care and the Center for Mitochondrial and Epigenomic Medicine, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, 3401 Civic Center Blvd, Wood Building Suite 6026A, Philadelphia, PA, 19104, USA.
| | - Clifford S Deutschman
- Departments of Pediatrics and Molecular Medicine, Hoftstra-Northwell School of Medicine, Feinstein Institute for Medical Research, Manhasset, NY, USA
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van Nassau SC, van Beek RH, Driessen GJ, Hazelzet JA, van Wering HM, Boeddha NP. Translating Sepsis-3 Criteria in Children: Prognostic Accuracy of Age-Adjusted Quick SOFA Score in Children Visiting the Emergency Department With Suspected Bacterial Infection. Front Pediatr 2018; 6:266. [PMID: 30327759 PMCID: PMC6174358 DOI: 10.3389/fped.2018.00266] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Accepted: 09/06/2018] [Indexed: 12/21/2022] Open
Abstract
Background: Recent attempts to translate Sepsis-3 criteria to children have been restricted to PICU patients and did not target children in emergency departments (ED). We assessed the prognostic accuracy of the age-adjusted quick Sequential Organ Failure Assessment score (qSOFA) and compared the performance to SIRS and the quick Pediatric Logistic Organ Dysfunction-2 score (qPELOD-2). We studied whether the addition of lactate (qSOFA-L) would increase prognostic accuracy. Methods: Non-academic, single-center, retrospective study in children visiting the ED and admitted with suspected bacterial infection between March 2013 and January 2018. We defined suspected bacterial infection as initiation of antibiotic therapy within 24 h after ED entry. Age-adjusted qSOFA, SIRS, qPELOD-2, and qSOFA-L scores were compared by area under the receiver operating characteristics curve (AUROC) analysis. Primary outcome measure was PICU transfer and/or mortality and secondary outcome was prolonged hospital length of stay. Results: We included 864 ED visits [474 (55%) male; median age 2.5 years; IQR 9 months-6 years], of which 18 were transferred to a PICU and 6 ended in death [composite outcome PICU transfer and/or mortality; 23 admissions (2.7%)]. 179 (22.2%) admissions resulted in prolonged hospital length of stay. PICU transfer and/or death was present in 22.5% of visits with qSOFA≥2 (n = 40) compared to 2.0% of visits with qSOFA<2 (n = 444) (p < 0.01). qSOFA tends to be the best predictor of PICU transfer and/or mortality (AUROC 0.72 (95% CI, 0.57-0.86) compared to SIRS [0.64 (95% CI, 0.53-0.74), p = 0.23] and qPELOD-2 [0.60 (95% CI, 0.45-0.76), p = 0.03)]. Prolonged hospital length of stay was poorly predicted by qSOFA (AUROC 0.53, 95% CI 0.46-0.59), SIRS (0.49, 95% CI 0.44-0.54), and qPELOD-2 (0.51, 95%CI 0.45-0.57). qSOFA-L resulted in an AUROC of 0.67 (95% CI, 0.50-0.84) for PICU transfer and/or mortality and an AUROC of 0.56 (95% CI, 0.46-0.67) for prolonged hospital length of stay. Conclusion: The currently proposed bedside risk-stratification tool of Sepsis-3 criteria, qSOFA, shows moderate prognostic accuracy for PICU transfer and/or mortality in children visiting the ED with suspected bacterial infection. The addition of lactate did not improve prognostic accuracy. Future prospective studies in larger ED populations are needed to further determine the utility of the qSOFA score.
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Affiliation(s)
| | - Ron H van Beek
- Department of Pediatrics, Amphia Hospital, Breda, Netherlands
| | - Gertjan J Driessen
- Department of Pediatrics, Juliana Children's Hospital, Haga Teaching Hospital, The Hague, Netherlands
| | - Jan A Hazelzet
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | | | - Navin P Boeddha
- Department of Pediatrics, Amphia Hospital, Breda, Netherlands.,Intensive Care and Department of Pediatric Surgery, Erasmus MC-Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, Netherlands.,Division of Pediatric Infectious Diseases and Immunology, Department of Pediatrics, Erasmus MC-Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, Netherlands
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New Clinical Criteria for Sepsis in Children-Finally, What Is the Most Important Thing: Sensitivity or Specificity? Pediatr Crit Care Med 2017; 18:1006-1007. [PMID: 28976475 DOI: 10.1097/pcc.0000000000001288] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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