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1.
Pediatrics ; 153(4)2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38477049

ABSTRACT

BACKGROUND AND OBJECTIVES: There are very limited data on the rate of urinary tract infections (UTI), bacteremia, and meningitis in preterm infants with fever. Many of the studies on the incidence of these infections excluded preterm infants. This study compared the rate of these infections in preterm infants born at 32-36 weeks to term infants born at 37-42 weeks. METHODS: A multicenter observational cohort study was conducted to evaluate rates of UTI, bacteremia, and meningitis in term and preterm infants 8-60 days of age with a diagnosis of fever from 2016 through 2022 using encounter data from children's hospitals in the Pediatric Health Information System. RESULTS: There were 19 507 total febrile infants identified, of which 2162 were preterm and 17 345 were term. Preterm infants had a lower rate of UTI than term infants (1.8% confidence interval [CI] [1.3-2.5] vs 3.0% CI [2.7-3.2], P = .001). Preterm and term infants did not have statistically different rates of bacteremia (1.5% CI [1.3-1.7] vs 1.2% CI [0.8-1.8], P = .44) or meningitis (0.16% CI [0.1-0.2] vs 0.05% CI [0-0.2], P = .36). CONCLUSIONS: There was no difference in the rate of bacteremia or meningitis between term and preterm infants in a large multicenter cohort of febrile infants. Preterm infants had a lower rate of UTI than term infants. This is the first multicenter study to compare UTI, bacteremia, and meningitis between term and preterm febrile infants.


Subject(s)
Bacteremia , Meningitis , Urinary Tract Infections , Humans , Infant , Infant, Newborn , Bacteremia/diagnosis , Bacteremia/epidemiology , Incidence , Infant, Premature , Meningitis/epidemiology , Retrospective Studies , Urinary Tract Infections/epidemiology , Urinary Tract Infections/diagnosis
2.
Clin Pediatr (Phila) ; : 99228231209000, 2023 Oct 30.
Article in English | MEDLINE | ID: mdl-37903076
3.
Clin Pediatr (Phila) ; 61(3): 259-265, 2022 03.
Article in English | MEDLINE | ID: mdl-34889151

ABSTRACT

The objective of this retrospective cohort study was to decrease the frequency of laboratory draws and the number of neonates receiving empiric antibiotics who are born to mothers with chorioamnionitis from 100% to 50% 6 months following implementation of the sepsis risk calculator (SRC) at a level 1 community nursery. Data were compared pre- and post-implementation of the SRC using the Fischer's exact test. The rate of intravenous (IV) antibiotic use decreased from 93% to 7% (P < .0001). The rate of blood culture collection decreased from 100% to 46% (P < .0001). With implementation of the SRC, administration of IV antibiotics, laboratory draws, and IV placement significantly decreased without increasing rates of early-onset sepsis in our patient population. Our study demonstrated that the SRC can be effectively and safely implemented at a level 1 community-based newborn nursery, resulting in a decrease in unnecessary medical treatment without negative patient outcomes.


Subject(s)
Sepsis/classification , Time Factors , Cohort Studies , Humans , Retrospective Studies , Risk Assessment/methods , Risk Assessment/standards , Risk Assessment/statistics & numerical data , Risk Factors , Schools, Nursery/organization & administration , Schools, Nursery/statistics & numerical data , Sepsis/diagnosis , Severity of Illness Index
5.
6.
Crit Care Med ; 44(11): 2010-2017, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27513537

ABSTRACT

OBJECTIVE: The Pediatric Sepsis Biomarker Risk Model (PERSEVERE), a pediatric sepsis risk model, uses biomarkers to estimate baseline mortality risk for pediatric septic shock. It is unknown how PERSEVERE performs within distinct septic shock phenotypes. We tested PERSEVERE in children with septic shock and thrombocytopenia-associated multiple organ failure (TAMOF), and in those without new onset thrombocytopenia but with multiple organ failure (MOF). DESIGN: PERSEVERE-based mortality risk was generated for each study subject (n = 660). A priori, we determined that if PERSEVERE did not perform well in both the TAMOF and the MOF cohorts, we would revise PERSEVERE to incorporate admission platelet counts. SETTING: Multiple PICUs in the United States. INTERVENTIONS: Standard care. MEASUREMENTS AND MAIN RESULTS: PERSEVERE performed well in the TAMOF cohort (areas under the receiver operating characteristic curves [AUC], 0.84 [95% CI, 0.77-0.90]), but less well in the MOF cohort (AUC, 0.71 [0.61-0.80]). PERSEVERE was revised using 424 subjects previously reported in the derivation phase. PERSEVERE-II had an AUC of 0.89 (0.85-0.93) and performed equally well across TAMOF and MOF cohorts. PERSEVERE-II performed well when tested in 236 newly enrolled subjects. Sample size calculations for a clinical trial testing the efficacy of plasma exchange for children with septic shock and TAMOF indicated PERSEVERE-II-based stratification could substantially reduce the number of patients necessary, when compared with no stratification. CONCLUSIONS: Testing PERSEVERE in the context of septic shock phenotypes prompted a revision incorporating platelet count. PERSEVERE-II performs well upon testing, independent of TAMOF or MOF status. PERSEVERE-II could potentially serve as a prognostic enrichment tool.


Subject(s)
Models, Statistical , Multiple Organ Failure/blood , Shock, Septic/blood , Biomarkers/blood , Chemokine CCL3/blood , Child , Child, Preschool , Female , Granzymes/blood , HSP70 Heat-Shock Proteins/blood , Humans , Infant , Intensive Care Units, Pediatric , Interleukin-8/blood , Male , Matrix Metalloproteinase 8/blood , Multiple Organ Failure/etiology , Multiple Organ Failure/mortality , Platelet Count , Prognosis , Risk Assessment , Shock, Septic/mortality , Thrombocytopenia/complications , United States/epidemiology
7.
Crit Care ; 19: 327, 2015 Sep 17.
Article in English | MEDLINE | ID: mdl-26376786

ABSTRACT

INTRODUCTION: Experimental data from animal models of sepsis support a role for a transcription factor, nuclear erythroid-related factor 2 p45-related factor 2 (Nrf2), as a master regulator of antioxidant and detoxifying genes and intermediary metabolism during stress. Prior analysis of a pediatric septic shock transcriptomic database showed that the Nrf2 response is a top 5 upregulated signaling pathway in early pediatric septic shock. METHODS: We conducted a focused analysis of 267 Nrf2-linked genes using a multicenter, genome-wide expression database of 180 children with septic shock 10 years of age or younger and 53 healthy controls. The analysis involved RNA isolated from whole blood within 24 h of pediatric intensive care unit admission for septic shock and a false discovery rate of 5 %. We compared differentially expressed genes from (1) patients with septic shock and healthy controls and (2) across validated gene expression-based subclasses of pediatric septic shock (endotypes A and B) using several bioinformatic methods. RESULTS: We found upregulation of 123 Nrf2-linked genes in children with septic shock. The top gene network represented by these genes contained primarily enzymes with oxidoreductase activity involved in cellular lipid metabolism that were highly connected to the peroxisome proliferator activated receptor and the retinoic acid receptor families. Endotype A, which had higher organ failure burden and mortality, exhibited a greater downregulation of Nrf2-linked genes than endotype B, with 92 genes differentially regulated between endotypes. CONCLUSIONS: Our findings indicate that Nrf2-linked genes may contribute to alterations in oxidative signaling and intermediary metabolism in pediatric septic shock.


Subject(s)
Gene Expression Profiling , NF-E2-Related Factor 2/genetics , Sepsis/genetics , Shock, Septic/pathology , Child, Preschool , Humans , Infant , NF-E2-Related Factor 2/metabolism , Sepsis/diagnosis , Shock, Septic/genetics , Shock, Septic/mortality
8.
Crit Care Med ; 43(8): 1646-53, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25962083

ABSTRACT

OBJECTIVE: The development of acute kidney injury in patients with sepsis is associated with worse outcomes. Identifying those at risk for septic acute kidney injury could help to inform clinical decision making. We derived and tested a multibiomarker-based model to estimate the risk of septic acute kidney injury in children with septic shock. DESIGN: Candidate serum protein septic acute kidney injury biomarkers were identified from previous transcriptomic studies. Model derivation involved measuring these biomarkers in serum samples from 241 subjects with septic shock obtained during the first 24 hours of admission and then using a Classification and Regression Tree approach to estimate the probability of septic acute kidney injury 3 days after the onset of septic shock, defined as at least two-fold increase from baseline serum creatinine. The model was then tested in a separate cohort of 200 subjects. SETTING: Multiple PICUs in the United States. INTERVENTIONS: None other than standard care. MEASUREMENTS AND MAIN RESULTS: The decision tree included a first-level decision node based on day 1 septic acute kidney injury status and five subsequent biomarker-based decision nodes. The area under the curve for the tree was 0.95 (CI95, 0.91-0.99), with a sensitivity of 93% and a specificity of 88%. The tree was superior to day 1 septic acute kidney injury status alone for estimating day 3 septic acute kidney injury risk. In the test cohort, the tree had an area under the curve of 0.83 (0.72-0.95), with a sensitivity of 85% and a specificity of 77% and was also superior to day 1 septic acute kidney injury status alone for estimating day 3 septic acute kidney injury risk. CONCLUSIONS: We have derived and tested a model to estimate the risk of septic acute kidney injury on day 3 of septic shock using a novel panel of biomarkers. The model had very good performance in a test cohort and has test characteristics supporting clinical utility and further prospective evaluation.


Subject(s)
Acute Kidney Injury/blood , Acute Kidney Injury/etiology , Intensive Care Units, Pediatric , Sepsis/blood , Sepsis/complications , Biomarkers , Child , Child, Preschool , Decision Trees , Female , Humans , Infant , Infant, Newborn , Kidney Function Tests , Male , Matrix Metalloproteinase 8/blood , Models, Theoretical , Myeloblastin/blood , Risk Assessment , Sensitivity and Specificity , Serine Endopeptidases/blood , United States
9.
EBioMedicine ; 2(12): 2087-93, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26844289

ABSTRACT

The temporal version of the pediatric sepsis biomarker risk model (tPERSEVERE) estimates the risk of a complicated course in children with septic shock based on biomarker changes from days 1 to 3 of septic shock. We validated tPERSEVERE performance in a prospective cohort, with an a priori plan to redesign tPERSEVERE if it did not perform well. Biomarkers were measured in the validation cohort (n = 168) and study subjects were classified according to tPERSEVERE. To redesign tPERSEVERE, the validation cohort and the original derivation cohort (n = 299) were combined and randomly allocated to training (n = 374) and test (n = 93) sets. tPERSEVERE was redesigned using the training set and CART methodology. tPERSEVERE performed poorly in the validation cohort, with an area under the curve (AUC) of 0.67 (95% CI: 0.58-0.75). Failure analysis revealed potential confounders related to clinical characteristics. The redesigned tPERSEVERE model had an AUC of 0.83 (0.79-0.87) and a sensitivity of 93% (68-97) for estimating the risk of a complicated course. Similar performance was seen in the test set. The classification tree segregated patients into two broad endotypes of septic shock characterized by either excessive inflammation or immune suppression.


Subject(s)
Biomarkers , Models, Theoretical , Shock, Septic/diagnosis , Shock, Septic/metabolism , Adolescent , Area Under Curve , Child , Child, Preschool , Cohort Studies , Female , Humans , Infant , Male , Patient Outcome Assessment , Prognosis , Prospective Studies , Reproducibility of Results , Risk , Sensitivity and Specificity , Shock, Septic/epidemiology , Shock, Septic/etiology
10.
Am J Respir Crit Care Med ; 191(3): 309-15, 2015 Feb 01.
Article in English | MEDLINE | ID: mdl-25489881

ABSTRACT

RATIONALE: Using microarray data, we previously identified gene expression-based subclasses of septic shock with important phenotypic differences. The subclass-defining genes correspond to adaptive immunity and glucocorticoid receptor signaling. Identifying the subclasses in real time has theranostic implications, given the potential for immune-enhancing therapies and controversies surrounding adjunctive corticosteroids for septic shock. OBJECTIVES: To develop and validate a real-time subclassification method for septic shock. METHODS: Gene expression data for the 100 subclass-defining genes were generated using a multiplex messenger RNA quantification platform (NanoString nCounter) and visualized using gene expression mosaics. Study subjects (n = 168) were allocated to the subclasses using computer-assisted image analysis and microarray-based reference mosaics. A gene expression score was calculated to reduce the gene expression patterns to a single metric. The method was tested prospectively in a separate cohort (n = 132). MEASUREMENTS AND MAIN RESULTS: The NanoString-based data reproduced two septic shock subclasses. As previously, one subclass had decreased expression of the subclass-defining genes. The gene expression score identified this subclass with an area under the curve of 0.98 (95% confidence interval [CI95] = 0.96-0.99). Prospective testing of the subclassification method corroborated these findings. Allocation to this subclass was independently associated with mortality (odds ratio = 2.7; CI95 = 1.2-6.0; P = 0.016), and adjunctive corticosteroids prescribed at physician discretion were independently associated with mortality in this subclass (odds ratio = 4.1; CI95 = 1.4-12.0; P = 0.011). CONCLUSIONS: We developed and tested a gene expression-based classification method for pediatric septic shock that meets the time constraints of the critical care environment, and can potentially inform therapeutic decisions.


Subject(s)
Precision Medicine , Shock, Septic/diagnosis , Shock, Septic/genetics , Child , Child, Preschool , Feasibility Studies , Female , Gene Expression Regulation , Glucocorticoids/therapeutic use , Humans , Infant , Intensive Care Units, Pediatric , Male , Mathematical Computing , Odds Ratio , Phenotype , Prospective Studies , Reproducibility of Results , Severity of Illness Index , Shock, Septic/mortality , Shock, Septic/therapy , Signal Transduction/genetics
11.
PLoS One ; 9(11): e112702, 2014.
Article in English | MEDLINE | ID: mdl-25386653

ABSTRACT

BACKGROUND: The potential benefits of corticosteroids for septic shock may depend on initial mortality risk. OBJECTIVE: We determined associations between corticosteroids and outcomes in children with septic shock who were stratified by initial mortality risk. METHODS: We conducted a retrospective analysis of an ongoing, multi-center pediatric septic shock clinical and biological database. Using a validated biomarker-based stratification tool (PERSEVERE), 496 subjects were stratified into three initial mortality risk strata (low, intermediate, and high). Subjects receiving corticosteroids during the initial 7 days of admission (n = 252) were compared to subjects who did not receive corticosteroids (n = 244). Logistic regression was used to model the effects of corticosteroids on 28-day mortality and complicated course, defined as death within 28 days or persistence of two or more organ failures at 7 days. RESULTS: Subjects who received corticosteroids had greater organ failure burden, higher illness severity, higher mortality, and a greater requirement for vasoactive medications, compared to subjects who did not receive corticosteroids. PERSEVERE-based mortality risk did not differ between the two groups. For the entire cohort, corticosteroids were associated with increased risk of mortality (OR 2.3, 95% CI 1.3-4.0, p = 0.004) and a complicated course (OR 1.7, 95% CI 1.1-2.5, p = 0.012). Within each PERSEVERE-based stratum, corticosteroid administration was not associated with improved outcomes. Similarly, corticosteroid administration was not associated with improved outcomes among patients with no comorbidities, nor in groups of patients stratified by PRISM. CONCLUSIONS: Risk stratified analysis failed to demonstrate any benefit from corticosteroids in this pediatric septic shock cohort.


Subject(s)
Adrenal Cortex Hormones/therapeutic use , Shock, Septic/drug therapy , Shock, Septic/mortality , Child , Child, Preschool , Comorbidity , Female , Humans , Logistic Models , Male , Risk Factors , Shock, Septic/complications , Shock, Septic/epidemiology , Treatment Outcome
12.
Crit Care ; 18(6): 623, 2014 Nov 19.
Article in English | MEDLINE | ID: mdl-25410281

ABSTRACT

INTRODUCTION: Increasing evidence supports a role for mitochondrial dysfunction in organ injury and immune dysregulation in sepsis. Although differential expression of mitochondrial genes in blood cells has been reported for several diseases in which bioenergetic failure is a postulated mechanism, there are no data about the blood cell mitochondrial transcriptome in pediatric sepsis. METHODS: We conducted a focused analysis using a multicenter genome-wide expression database of 180 children ≤ 10 years of age with septic shock and 53 healthy controls. Using total RNA isolated from whole blood within 24 hours of PICU admission for septic shock, we evaluated 296 nuclear-encoded mitochondrial genes using a false discovery rate of 1%. A series of bioinformatic approaches were applied to compare differentially expressed genes across previously validated gene expression-based subclasses (groups A, B, and C) of pediatric septic shock. RESULTS: In total, 118 genes were differentially regulated in subjects with septic shock compared to healthy controls, including 48 genes that were upregulated and 70 that were downregulated. The top scoring canonical pathway was oxidative phosphorylation, with general downregulation of the 51 genes corresponding to the electron transport system (ETS). The top two gene networks were composed primarily of mitochondrial ribosomal proteins highly connected to ETS complex I, and genes encoding for ETS complexes I, II, and IV that were highly connected to the peroxisome proliferator activated receptor (PPAR) family. There were 162 mitochondrial genes differentially regulated between groups A, B, and C. Group A, which had the highest maximum number of organ failures and mortality, exhibited a greater downregulation of mitochondrial genes compared to groups B and C. CONCLUSIONS: Based on a focused analysis of a pediatric septic shock transcriptomic database, nuclear-encoded mitochondrial genes were differentially regulated early in pediatric septic shock compared to healthy controls, as well as across genotypic and phenotypic distinct pediatric septic shock subclasses. The nuclear genome may be an important mechanism contributing to alterations in mitochondrial bioenergetic function and outcomes in pediatric sepsis.


Subject(s)
Cell Nucleus/genetics , Gene Expression Regulation , Genome-Wide Association Study/methods , Mitochondria/genetics , Shock, Septic/genetics , Transcriptome/genetics , Child , Child, Preschool , Female , Gene Expression Profiling/methods , Gene Regulatory Networks/genetics , Humans , Infant , Male , Shock, Septic/diagnosis
14.
Chem Phys Lipids ; 145(2): 72-84, 2007 Feb.
Article in English | MEDLINE | ID: mdl-17126823

ABSTRACT

Lysosphingolipids are important lipid signaling molecules that are associated predominantly with high density lipoproteins (HDL) in human plasma. Further, HDL has been shown to be a target for the reactive chlorinating species (RCS) produced by myeloperoxidase (MPO). Accordingly, RCS attack of lysosphingolipids was characterized in these studies. It was shown that RCS attack of sphingosylphosphorylcholine results in the formation of 2-hexadecenal and 1-cyano methano phosphocholine. The structures were identified and confirmed predominantly using mass spectrometric analyses. Further, it was demonstrated that RCS attack of another bioactive lysosphingolipid sphingosine 1-phosphate also results in the formation of 2-hexadecenal from its sphingosine base. Using a synthetically prepared, deuterated 2-hexadecenal internal standard, it was determined that 2-hexadecenal quickly accumulated in HDL treated with MPO/RCS generating system. Thus, the present studies characterize the formation of a novel group of lipid products generated following RCS attack of lysosphingolipids.


Subject(s)
Aldehydes/chemistry , Chlorine/chemistry , Lipoproteins, HDL/chemistry , Lysophospholipids/chemistry , Phosphorylcholine/analogs & derivatives , Sphingosine/analogs & derivatives , Chromatography, High Pressure Liquid , Gas Chromatography-Mass Spectrometry , Peroxidase/metabolism , Phosphorylcholine/chemistry , Sphingosine/chemistry
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