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1.
Pediatr Crit Care Med ; 25(8): 740-747, 2024 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-38738953

RESUMO

OBJECTIVES: Acute brain dysfunction (ABD) in pediatric sepsis has a prevalence of 20%, but can be difficult to identify. Our previously validated ABD computational phenotype (CP ABD ) used variables obtained from the electronic health record indicative of clinician concern for acute neurologic or behavioral change. We tested whether the CP ABD has better diagnostic performance to identify confirmed ABD than other definitions using the Glasgow Coma Scale or delirium scores. DESIGN: Diagnostic testing in a curated cohort of pediatric sepsis/septic shock patients. SETTING: Quaternary freestanding children's hospital. SUBJECTS: The test dataset comprised 527 children with sepsis/septic shock managed between 2011 and 2021 with a prevalence (pretest probability) of confirmed ABD of 30% (159/527). MEASUREMENTS AND MAIN RESULTS: CP ABD was based on use of neuroimaging, electroencephalogram, and/or administration of new antipsychotic medication. We compared the performance of the CP ABD with three GCS/delirium-based definitions of ABD-Proulx et al, International Pediatric Sepsis Consensus Conference, and Pediatric Organ Dysfunction Information Update Mandate. The posttest probability of identifying ABD was highest in CP ABD (0.84) compared with other definitions. CP ABD also had the highest sensitivity (83%; 95% CI, 76-89%) and specificity (93%; 95% CI, 90-96%). The false discovery rate was lowest in CP ABD (1-in-6) as was the false omission rate (1-in-14). Finally, the prevalence threshold for the definitions varied, with the CP ABD being the definition closest to 20%. CONCLUSIONS: In our curated dataset of pediatric sepsis/septic shock, CP ABD had favorable characteristics to identify confirmed ABD compared with GCS/delirium-based definitions. The CP ABD can be used to further study the impact of ABD in studies using large electronic health datasets.


Assuntos
Registros Eletrônicos de Saúde , Choque Séptico , Humanos , Registros Eletrônicos de Saúde/estatística & dados numéricos , Pré-Escolar , Feminino , Masculino , Criança , Choque Séptico/diagnóstico , Choque Séptico/fisiopatologia , Lactente , Eletroencefalografia/métodos , Escala de Coma de Glasgow , Adolescente , Sepse/diagnóstico , Sepse/fisiopatologia , Neuroimagem , Delírio/diagnóstico , Recém-Nascido , Conjuntos de Dados como Assunto
3.
Pediatr Crit Care Med ; 23(12): 1027-1036, 2022 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-36214585

RESUMO

OBJECTIVES: To validate a computational phenotype that identifies acute brain dysfunction (ABD) based on clinician concern for neurologic or behavioral changes in pediatric sepsis. DESIGN: Retrospective observational study. SETTING: Single academic children's hospital. PATIENTS: Four thousand two hundred eighty-nine index sepsis episodes. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: An existing computational phenotype of ABD was optimized to include routinely collected variables indicative of clinician concern for acute neurologic or behavioral change (completion of CT or MRI, electroencephalogram, or new antipsychotic administration). First, the computational phenotype was compared with an ABD reference standard established from chart review of 527 random sepsis episodes to determine criterion validity. Next, the computational phenotype was compared with a separate validation cohort of 3,762 index sepsis episodes to determine content and construct validity. Criterion validity for the final phenotype had sensitivity 83% (95% CI, 76-89%), specificity 93% (90-95%), positive predictive value 84% (77-89%), and negative predictive value 93% (90-96%). In the validation cohort, the computational phenotype identified ABD in 35% (95% CI 33-36%). Content validity was demonstrated as those with the ABD computational phenotype were more likely to have characteristics of neurologic dysfunction and severe illness than those without the ABD phenotype, including nonreactive pupils (15% vs 1%; p < 0.001), Glasgow Coma Scale less than 5 (44% vs 12%; p < 0.001), greater than or equal to two nonneurologic organ dysfunctions (50% vs 25%; p < 0.001), and need for intensive care (81% vs 65%; p < 0.001). Construct validity was demonstrated by higher odds for mortality (odds ratio [OR], 6.9; 95% CI, 5.3-9.1) and discharge to rehabilitation (OR, 11.4; 95% CI 7.4-17.5) in patients with, versus without, the ABD computational phenotype. CONCLUSIONS: A computational phenotype of ABD indicative of clinician concern for new neurologic or behavioral change offers a valid retrospective measure to identify episodes of sepsis that involved ABD. This computational phenotype provides a feasible and efficient way to study risk factors for and outcomes from ABD using routinely collected clinical data.


Assuntos
Encefalopatias , Sepse , Humanos , Estudos Retrospectivos , Mortalidade Hospitalar , Sepse/diagnóstico , Encefalopatias/diagnóstico , Encefalopatias/etiologia , Fenótipo , Encéfalo/diagnóstico por imagem
4.
Pediatr Crit Care Med ; 23(8): 593-605, 2022 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-36165937

RESUMO

OBJECTIVES: To compare outcomes associated with timing-early versus late-of any neurologic dysfunction during pediatric sepsis. DESIGN: Secondary analysis of a cross-sectional point prevalence study. SETTING: A total of 128 PICUs in 26 countries. PATIENTS: Less than 18 years with severe sepsis on 5 separate days (2013-2014). INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Patients were categorized as having either no neurologic dysfunction or neurologic dysfunction (i.e., present at or after sepsis recognition), which was defined as Glasgow Coma Scale score less than 5 and/or fixed dilated pupils. Our primary outcome was death or new moderate disability (i.e., Pediatric Overall [or Cerebral] Performance Category score ≥3 and change ≥1 from baseline) at hospital discharge, and 87 of 567 severe sepsis patients (15%) had neurologic dysfunction within 7 days of sepsis recognition (61 at sepsis recognition and 26 after sepsis recognition). Primary site of infection varied based on presence of neurologic dysfunction. Death or new moderate disability occurred in 161 of 480 (34%) without neurologic dysfunction, 45 of 61 (74%) with neurologic dysfunction at sepsis recognition, and 21 of 26 (81%) with neurologic dysfunction after sepsis recognition (p < 0.001 across all groups). On multivariable analysis, in comparison with those without neurologic dysfunction, neurologic dysfunction whether at sepsis recognition or after was associated with increased odds of death or new moderate disability (adjusted odds ratio, 4.9 [95% CI, 2.3-10.1] and 10.7 [95% CI, 3.8-30.5], respectively). We failed to identify a difference between these adjusted odds ratios of death or new moderate disability that would indicate a differential risk of outcome based on timing of neurologic dysfunction (p = 0.20). CONCLUSIONS: In this severe sepsis international cohort, the presence of neurologic dysfunction during sepsis is associated with worse outcomes at hospital discharge. The impact of early versus late onset of neurologic dysfunction in sepsis on outcome remains unknown, and further work is needed to better understand timing of neurologic dysfunction onset in pediatric sepsis.


Assuntos
Sepse , Criança , Estudos Transversais , Escala de Coma de Glasgow , Humanos , Razão de Chances , Prevalência , Sepse/complicações , Sepse/diagnóstico , Sepse/epidemiologia
5.
Pediatr Neurol ; 128: 33-44, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-35066369

RESUMO

BACKGROUND: Our objective was to characterize the frequency, early impact, and risk factors for neurological manifestations in hospitalized children with acute severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection or multisystem inflammatory syndrome in children (MIS-C). METHODS: Multicenter, cross-sectional study of neurological manifestations in children aged <18 years hospitalized with positive SARS-CoV-2 test or clinical diagnosis of a SARS-CoV-2-related condition between January 2020 and April 2021. Multivariable logistic regression to identify risk factors for neurological manifestations was performed. RESULTS: Of 1493 children, 1278 (86%) were diagnosed with acute SARS-CoV-2 and 215 (14%) with MIS-C. Overall, 44% of the cohort (40% acute SARS-CoV-2 and 66% MIS-C) had at least one neurological manifestation. The most common neurological findings in children with acute SARS-CoV-2 and MIS-C diagnosis were headache (16% and 47%) and acute encephalopathy (15% and 22%), both P < 0.05. Children with neurological manifestations were more likely to require intensive care unit (ICU) care (51% vs 22%), P < 0.001. In multivariable logistic regression, children with neurological manifestations were older (odds ratio [OR] 1.1 and 95% confidence interval [CI] 1.07 to 1.13) and more likely to have MIS-C versus acute SARS-CoV-2 (OR 2.16, 95% CI 1.45 to 3.24), pre-existing neurological and metabolic conditions (OR 3.48, 95% CI 2.37 to 5.15; and OR 1.65, 95% CI 1.04 to 2.66, respectively), and pharyngeal (OR 1.74, 95% CI 1.16 to 2.64) or abdominal pain (OR 1.43, 95% CI 1.03 to 2.00); all P < 0.05. CONCLUSIONS: In this multicenter study, 44% of children hospitalized with SARS-CoV-2-related conditions experienced neurological manifestations, which were associated with ICU admission and pre-existing neurological condition. Posthospital assessment for, and support of, functional impairment and neuroprotective strategies are vitally needed.


Assuntos
COVID-19/complicações , Doenças do Sistema Nervoso/epidemiologia , SARS-CoV-2 , Síndrome de Resposta Inflamatória Sistêmica/epidemiologia , Doença Aguda , Adolescente , Encefalopatias/epidemiologia , Encefalopatias/etiologia , COVID-19/epidemiologia , Criança , Pré-Escolar , Estudos Transversais , Feminino , Cefaleia/epidemiologia , Cefaleia/etiologia , Humanos , Lactente , Unidades de Terapia Intensiva Pediátrica/estatística & dados numéricos , Modelos Logísticos , Masculino , Doenças do Sistema Nervoso/etiologia , Prevalência , Fatores de Risco , América do Sul/epidemiologia , Estados Unidos/epidemiologia
6.
J Pediatr ; 233: 263-267, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33640331

RESUMO

Multisystem inflammatory syndrome in children (MIS-C) is characterized by fever and multiorgan system dysfunction. Neurologic complications of MIS-C are not well described. We present 4 patients with MIS-C who had intracranial hypertension and discuss the unique management considerations when this occurs concurrently with significant myocardial dysfunction.


Assuntos
COVID-19/complicações , Hipertensão Intracraniana/etiologia , Pressão Intracraniana/fisiologia , SARS-CoV-2 , Síndrome de Resposta Inflamatória Sistêmica/complicações , Adolescente , COVID-19/epidemiologia , Criança , Feminino , Humanos , Hipertensão Intracraniana/fisiopatologia , Masculino , Pandemias , Síndrome de Resposta Inflamatória Sistêmica/epidemiologia
7.
Pediatr Crit Care Med ; 21(9): 804-810, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32343104

RESUMO

OBJECTIVES: Neurologic complications occur in up to 40% of adult abdominal solid organ transplant recipients and are associated with increased mortality. Comparable pediatric data are sparse. This study describes the occurrence of neurologic and behavioral complications (neurobehavioral complications) in pediatric abdominal solid organ transplant recipients. We examine the association of these complications with length of stay, mortality, and tacrolimus levels. DESIGN: The electronic health record was interrogated for inpatient readmissions of pediatric abdominal solid organ transplant recipients from 2009 to 2017. A computable composite definition of neurobehavioral complication, defined using structured electronic data for neurologic and/or behavioral phenotypes, was created. SETTING: Quaternary children's hospital with an active transplant program. PATIENTS: Pediatric abdominal solid organ transplant recipients. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Computable phenotypes demonstrated a specificity 98.7% and sensitivity of 63.0% for identifying neurobehavioral complications. There were 1,542 readmissions among 318 patients, with 65 (20.4%) having at least one admission with a neurobehavioral complication (total 109 admissions). Median time from transplant to admission with neurobehavioral complication was 1.2 years (interquartile range, 0.52-2.28 yr). Compared to encounters without an identified neurobehavioral complication, encounters with a neurobehavioral complication were more likely to experience ICU admission (odds ratio, 3.9; 2.41-6.64; p < 0.001), have longer ICU length of stay (median 10.3 vs 2.2 d; p < 0.001) and hospital length of stay (8.9 vs 4.3 d; p < 0.001), and demonstrate higher maximum tacrolimus level (12.3 vs 9.8 ng/mL; p = 0.001). Patients with a neurobehavioral complication admission were more likely to die (odds ratio, 5.04; 1.49-17.09; p = 0.009). In a multivariable analysis, type of transplant, ICU admission, and tacrolimus levels were independently associated with the presence of a neurobehavioral complication. CONCLUSIONS: Common electronic health record variables can be used to accurately identify neurobehavioral complications in the pediatric abdominal solid organ transplant population. Late neurobehavioral complications are associated with increased hospital resource utilization, mortality, and tacrolimus exposure. Additional studies are required to delineate the relationship between maximum tacrolimus level and neurobehavioral complications to guide therapeutic drug monitoring and dosing.


Assuntos
Transplante de Órgãos , Adulto , Criança , Recursos em Saúde , Hospitalização , Humanos , Razão de Chances , Transplante de Órgãos/efeitos adversos , Estudos Retrospectivos
8.
Pediatr Crit Care Med ; 20(7): e326-e332, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31094887

RESUMO

OBJECTIVES: To describe characteristics of liver transplant patients with severe sepsis in the PICU. DESIGN: Retrospective descriptive analysis. SETTING: Tertiary children's hospital PICU. PATIENTS: Liver transplant recipients admitted January 2010 to July 2016 for pediatric severe sepsis. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Between January 2010 and July 2016, 173 liver transplants were performed, and 36 of these patients (21%) were admitted with severe sepsis (54 episodes total). Median age at admission was 2 years (1-6.5 yr), 47.2% were male. Bacterial infections were the most common (77.8%), followed by culture negative (12.9%) and viral infections (7.4%). Fungal infections accounted for only 1.9%. Median time from transplant for viral and culture negative infections was 18 days (8.25-39.75 d) and 25 days (9-41 d), whereas 54.5 days (17-131.25 d) for bacterial infections. Bloodstream and intra-abdominal were the most common bacterial sites (45% and 22.5%, respectively). Multidrug-resistant organisms accounted for 47.6% of bacterial sepsis. Vancomycin-resistant Enterococcus and extended-spectrum beta-lactamase producers were the most frequently identified multidrug-resistant organisms. Patients with multidrug-resistant organism sepsis demonstrated higher admission Pediatric Logistic Organ Dysfunction scores (p = 0.043) and were noted to have an odds ratio of 3.8 and 3.6 for mechanical ventilation and multiple organ dysfunction syndrome, respectively (p = 0.047 and p = 0.044). Overall mortality was 5.5% (n = 2 patients), with both deaths occurring in multidrug-resistant organism episodes. CONCLUSIONS: We report that multidrug-resistant organisms are increasingly being identified as causative pathogens for sepsis in pediatric liver transplant recipients and are associated with significantly higher odds for mechanical ventilation and higher organ failure. The emergence of multidrug-resistant organism infections in pediatric liver transplant patients has implications for patient outcomes, antibiotic stewardship, and infection prevention strategies.


Assuntos
Bacteriemia/microbiologia , Farmacorresistência Bacteriana Múltipla , Artéria Hepática , Transplante de Fígado/efeitos adversos , Trombose/microbiologia , Antibacterianos/uso terapêutico , Bacteriemia/complicações , Bacteriemia/tratamento farmacológico , Criança , Pré-Escolar , Coinfecção/microbiologia , Feminino , Fungemia/complicações , Fungemia/microbiologia , Humanos , Lactente , Infecções Intra-Abdominais , Masculino , Insuficiência de Múltiplos Órgãos/microbiologia , Respiração Artificial , Estudos Retrospectivos , Viroses/complicações , Viroses/virologia , Resistência beta-Lactâmica
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