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1.
FASEB J ; 33(12): 13660-13668, 2019 12.
Article in English | MEDLINE | ID: mdl-31593636

ABSTRACT

Olfactomedin-4 (OLFM4) identifies a subset of neutrophils conserved in both mouse and man, associated with worse outcomes in several inflammatory conditions. We investigated the role of OLFM4-positive neutrophils in murine intestinal ischemia/reperfusion (IR) injury. Wild-type (WT) C57Bl/6 and OLFM4 null mice were subjected to intestinal IR injury and then monitored for survival or tissues harvested for further analyses. In vivo intestinal barrier function was determined via functional assay of permeability to FITC-dextran. OLFM4 null mice had a significant 7-d survival benefit and less intestinal barrier dysfunction compared with WT. Early after IR, WT mice had worse mucosal damage on histologic examination. Experiments involving adoptive transfer of bone marrow demonstrated that the mortality phenotype associated with OLFM4-positive neutrophils was transferrable to OLFM4 null mice. After IR injury, WT mice also had increased intestinal tissue activation of NFκB and expression of iNOS, 2 signaling pathways previously demonstrated to be involved in intestinal IR injury. In combination, these experiments show that OLFM4-positive neutrophils are centrally involved in the pathologic pathway leading to intestinal damage and mortality after IR injury. This may provide a therapeutic target for mitigation of intestinal IR injury in a variety of common clinical situations.-Levinsky, N. C., Mallela, J., Opoka, A., Harmon, K., Lewis, H. V., Zingarelli, B., Wong, H. R., Alder, M. N. The olfactomedin-4 positive neutrophil has a role in murine intestinal ischemia/reperfusion injury.


Subject(s)
Glycoproteins/physiology , Intestines/pathology , Neutrophils/pathology , Reperfusion Injury/etiology , Animals , Apoptosis , Female , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , NF-kappa B/metabolism , Nitric Oxide Synthase Type II/metabolism , Reperfusion Injury/metabolism , Reperfusion Injury/pathology , Signal Transduction
2.
J Med Chem ; 60(9): 3814-3827, 2017 05 11.
Article in English | MEDLINE | ID: mdl-28394608

ABSTRACT

The design of selective matrix metalloproteinase (MMP) inhibitors that also possess favorable solubility properties has proved to be especially challenging. A prior approach using collagen-model templates combined with transition state analogs produced a first generation of triple-helical peptide inhibitors (THPIs) that were effective in vitro against discrete members of the MMP family. These THPI constructs were also highly water-soluble. The present study sought improvements in the first generation THPIs by enhancing thermal stability and selectivity. A THPI selective for MMP-2 and MMP-9 was redesigned to incorporate non-native amino acids (Flp and mep), resulting in an increase of 18 °C in thermal stability. This THPI was effective in vivo in a mouse model of multiple sclerosis, reducing clinical severity and weight loss. Two other THPIs were developed to be more selective within the collagenolytic members of the MMP family. One of these THPIs was serendipitously more effective against MMP-8 than MT1-MMP and was utilized successfully in a mouse model of sepsis. The THPI targeting MMP-8 minimized lung damage, increased production of the anti-inflammatory cytokine IL-10, and vastly improved mouse survival.


Subject(s)
Matrix Metalloproteinases/drug effects , Peptides/pharmacology , Protease Inhibitors/pharmacology , Amino Acid Sequence , Animals , Disease Models, Animal , Encephalomyelitis, Autoimmune, Experimental/drug therapy , Humans , Multiple Sclerosis/drug therapy , Peptides/chemistry , Peptides/therapeutic use , Protease Inhibitors/therapeutic use , Sepsis/drug therapy , Substrate Specificity
3.
Innate Immun ; 23(1): 67-76, 2017 01.
Article in English | MEDLINE | ID: mdl-27821649

ABSTRACT

Children with severe sepsis are known to have altered zinc homeostasis and decreased circulating zinc levels, suggesting a role for zinc supplementation to improve outcomes. We tested the hypothesis that zinc supplementation would improve survival in a juvenile model of polymicrobial sepsis. Juvenile (13-14-d-old) C57BL/6 mice were treated with 10 mg/kg of zinc via i.p. injections (or vehicle) for 3 d prior to induction of polymicrobial sepsis via i.p. cecal slurry injections. Survival after sepsis was followed for 3 d, and bacterial clearance, ex vivo phagocytosis, systemic inflammatory markers and neutrophil extracellular trap (NET) formation were quantified. We found a significant survival benefit and decreased bacterial burden among zinc supplemented mice when compared with the control group. Zinc supplementation also resulted in enhanced phagocytic activity, greater neutrophil recruitment in the peritoneal cavity and NET formation, suggesting a possible mechanism for improved bacterial clearance and survival. We also noted decreased serum cytokine levels and decreased myeloperoxidase activity in lung tissue following zinc supplementation, suggesting attenuation of the systemic inflammatory response. In conclusion, zinc supplementation improves bacterial clearance, and hence survival, in juvenile mice with polymicrobial sepsis.


Subject(s)
Anti-Inflammatory Agents/therapeutic use , Extracellular Traps/drug effects , Lung/drug effects , Neutrophils/drug effects , Peritoneal Cavity/pathology , Sepsis/therapy , Zinc/therapeutic use , Animals , Cell Movement/drug effects , Cells, Cultured , Child , Cytokines/blood , Disease Models, Animal , Extracellular Traps/immunology , Humans , Immunomodulation , Inflammation Mediators/metabolism , Lung/immunology , Lung/microbiology , Mice , Mice, Inbred C57BL , Neutrophils/immunology , Peroxidase/metabolism , Phagocytosis/drug effects , Sepsis/immunology
4.
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
5.
Mol Med ; 22: 455-463, 2016 Oct.
Article in English | MEDLINE | ID: mdl-27506554

ABSTRACT

Genetic ablation or pharmacologic inhibition of matrix metalloproteinase-8 (MMP8) improves survival in an adult murine sepsis model. Because developmental age influences the host inflammatory response, we hypothesized that developmental age influences the role of MMP8 in sepsis. First, we compared sepsis survival between wild type (WT, C57BL/6) and MMP8 null juvenile-aged mice (12-14 days) after intraperitoneal injection of a standardized cecal slurry. Second, peritoneal lavages collected at 6 and 18 hours after cecal slurry injection were analyzed for bacterial burden, leukocyte subsets, and inflammatory cytokines. Third, juvenile WT mice were pretreated with an MMP8 inhibitor prior to cecal slurry injection; analysis of their bacterial burden was compared to vehicle-injected animals. Fourth, the phagocytic capacity of WT and MMP8 null peritoneal macrophages was compared. Finally, peritoneal neutrophil extracellular traps (NETs) were compared using immunofluorescent imaging and quantitative image analysis. We found that juvenile MMP8 null mice had greater mortality and higher bacterial burden than WT mice. Leukocyte counts and cytokine concentrations in the peritoneal fluid were increased in the MMP8 null mice, relative to the wild type mice. Peritoneal macrophages from MMP8 null mice had reduced phagocytic capacity compared to WT macrophages. There was no quantitative difference in NET formation, but fewer bacteria were adherent to NETs from MMP8 null animals. In conclusion, in contrast to septic adult mice, genetic ablation of MMP8 increased mortality following bacterial peritonitis in juvenile mice. The increase in mortality in MMP8 null juvenile mice was associated with reduced bacterial clearance and reduced NET efficiency. We conclude that developmental age influences the role of MMP8 in sepsis.

6.
Crit Care Med ; 44(4): e200-6, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26496446

ABSTRACT

OBJECTIVE: Inhibition of matrix metalloproteinase-8 improves survival following cecal ligation and puncture in mice, making it a potential therapeutic target. In the current study, we expand our understanding of the role of matrix metalloproteinase-8 in sepsis by using an adoptive transfer approach and alternative sepsis models. DESIGN: We used three different sepsis models: cecal ligation and puncture, cecal slurry, and intestinal implantation. In our first model, adoptive transfer experiments were followed by cecal ligation and puncture to test the hypothesis that matrix metalloproteinase-8-containing myeloid cells are a critical factor in sepsis following cecal ligation and puncture. Our second model, cecal slurry, used intraperitoneal injections of cecal contents to induce polymicrobial peritonitis without tissue compromise in the recipient. Our third model, intestinal implantation, involved ligating and puncturing a cecum from a donor, and then removing the cecum and placing it into the recipient's peritoneal cavity. Clinically, blood samples were drawn from pediatric patients within 24 hours of meeting criteria for septic shock. SETTING: Basic science laboratory. SUBJECTS: Wild type and genetically modified mice. INTERVENTIONS: Experimental models of sepsis. MEASUREMENTS AND MAIN RESULTS: In our adoptive transfer experiments, matrix metalloproteinase-8 null mice receiving wild-type marrow had a survival advantage when compared with wild-type mice receiving matrix metalloproteinase-8 null marrow, suggesting that matrix metalloproteinase-8-containing myeloid cells are not a critical factor in sepsis following cecal ligation and puncture. In our cecal slurry model, no survival advantage was seen among matrix metalloproteinase-8 null mice. Our third model, intestinal implantation, found that mice receiving matrix metalloproteinase-8 null intestine had a survival advantage when compared with mice receiving wild-type intestine, regardless of recipient genotype. Clinically, median matrix metalloproteinase-8 serum concentrations were higher in patients with sepsis and primary intestinal pathology than in septic patients without primary intestinal pathology. CONCLUSIONS: Intestine-derived matrix metalloproteinase-8 is a critical component of septic peritonitis secondary to intestinal compromise.


Subject(s)
Matrix Metalloproteinase 8/metabolism , Peritonitis/etiology , Animals , Cecum , Disease Models, Animal , Intestinal Mucosa/metabolism , Ligation , Male , Mice , Mice, Inbred C57BL , Peritonitis/metabolism , Peritonitis/microbiology , Punctures , Sepsis/etiology , Sepsis/metabolism , Shock, Septic/therapy
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
13.
Am J Respir Crit Care Med ; 189(8): 940-6, 2014 Apr 15.
Article in English | MEDLINE | ID: mdl-24650276

ABSTRACT

RATIONALE: Corticosteroids are prescribed commonly for patients with septic shock, but their use remains controversial and concerns remain regarding side effects. OBJECTIVES: To determine the effect of adjunctive corticosteroids on the genomic response of pediatric septic shock. METHODS: We retrospectively analyzed an existing transcriptomic database of pediatric septic shock. Subjects receiving any formulation of systemic corticosteroids at the time of blood draw for microarray analysis were classified in the septic shock corticosteroid group. We compared normal control subjects (n = 52), a septic shock no corticosteroid group (n = 110), and a septic shock corticosteroid group (n = 70) using analysis of variance. Genes differentially regulated between the no corticosteroid group and the corticosteroid group were analyzed using Ingenuity Pathway Analysis. MEASUREMENTS AND MAIN RESULTS: The two study groups did not differ with respect to illness severity, organ failure burden, mortality, or mortality risk. There were 319 gene probes differentially regulated between the no corticosteroid group and the corticosteroid group. These genes corresponded predominately to adaptive immunity-related signaling pathways, and were down-regulated relative to control subjects. Notably, the degree of down-regulation was significantly greater in the corticosteroid group, compared with the no corticosteroid group. A similar pattern was observed for genes corresponding to the glucocorticoid receptor signaling pathway. CONCLUSIONS: Administration of corticosteroids in pediatric septic shock is associated with additional repression of genes corresponding to adaptive immunity. These data should be taken into account when considering the benefit to risk ratio of adjunctive corticosteroids for septic shock.


Subject(s)
Adaptive Immunity/drug effects , Adaptive Immunity/genetics , Down-Regulation , Glucocorticoids/adverse effects , Shock, Septic/drug therapy , Shock, Septic/genetics , Case-Control Studies , Child , Child, Preschool , Down-Regulation/drug effects , Female , Genome, Human , Glucocorticoids/administration & dosage , Humans , Infant , Intensive Care Units, Pediatric , Leukocyte Count , Male , Retrospective Studies , Severity of Illness Index , Shock, Septic/diagnosis , Shock, Septic/immunology , Shock, Septic/mortality , Signal Transduction , Tissue Array Analysis
14.
PLoS One ; 9(3): e92121, 2014.
Article in English | MEDLINE | ID: mdl-24626215

ABSTRACT

BACKGROUND: PERSEVERE is a risk model for estimating mortality probability in pediatric septic shock, using five biomarkers measured within 24 hours of clinical presentation. OBJECTIVE: Here, we derive and test a temporal version of PERSEVERE (tPERSEVERE) that considers biomarker values at the first and third day following presentation to estimate the probability of a "complicated course", defined as persistence of ≥2 organ failures at seven days after meeting criteria for septic shock, or death within 28 days. METHODS: Biomarkers were measured in the derivation cohort (n = 225) using serum samples obtained during days 1 and 3 of septic shock. Classification and Regression Tree (CART) analysis was used to derive a model to estimate the risk of a complicated course. The derived model was validated in the test cohort (n = 74), and subsequently updated using the combined derivation and test cohorts. RESULTS: A complicated course occurred in 23% of the derivation cohort subjects. The derived model had a sensitivity for a complicated course of 90% (95% CI 78-96), specificity was 70% (62-77), positive predictive value was 47% (37-58), and negative predictive value was 96% (91-99). The area under the receiver operating characteristic curve was 0.85 (0.79-0.90). Similar test characteristics were observed in the test cohort. The updated model had a sensitivity of 91% (81-96), a specificity of 70% (64-76), a positive predictive value of 47% (39-56), and a negative predictive value of 96% (92-99). CONCLUSIONS: tPERSEVERE reasonably estimates the probability of a complicated course in children with septic shock. tPERSEVERE could potentially serve as an adjunct to physiological assessments for monitoring how risk for poor outcomes changes during early interventions in pediatric septic shock.


Subject(s)
Biomarkers/blood , Pediatrics , Prognosis , Shock, Septic/blood , Child , Child, Preschool , Female , Heat-Shock Response , Humans , Infant , Male , Models, Theoretical , Mortality , Risk Assessment , Shock, Septic/mortality , Shock, Septic/pathology
15.
Crit Care ; 16(5): R213, 2012 Oct 29.
Article in English | MEDLINE | ID: mdl-23107287

ABSTRACT

INTRODUCTION: Differentiating between sterile inflammation and bacterial infection in critically ill patients with fever and other signs of the systemic inflammatory response syndrome (SIRS) remains a clinical challenge. The objective of our study was to mine an existing genome-wide expression database for the discovery of candidate diagnostic biomarkers to predict the presence of bacterial infection in critically ill children. METHODS: Genome-wide expression data were compared between patients with SIRS having negative bacterial cultures (n = 21) and patients with sepsis having positive bacterial cultures (n = 60). Differentially expressed genes were subjected to a leave-one-out cross-validation (LOOCV) procedure to predict SIRS or sepsis classes. Serum concentrations of interleukin-27 (IL-27) and procalcitonin (PCT) were compared between 101 patients with SIRS and 130 patients with sepsis. All data represent the first 24 hours of meeting criteria for either SIRS or sepsis. RESULTS: Two hundred twenty one gene probes were differentially regulated between patients with SIRS and patients with sepsis. The LOOCV procedure correctly predicted 86% of the SIRS and sepsis classes, and Epstein-Barr virus-induced gene 3 (EBI3) had the highest predictive strength. Computer-assisted image analyses of gene-expression mosaics were able to predict infection with a specificity of 90% and a positive predictive value of 94%. Because EBI3 is a subunit of the heterodimeric cytokine, IL-27, we tested the ability of serum IL-27 protein concentrations to predict infection. At a cut-point value of ≥5 ng/ml, serum IL-27 protein concentrations predicted infection with a specificity and a positive predictive value of >90%, and the overall performance of IL-27 was generally better than that of PCT. A decision tree combining IL-27 and PCT improved overall predictive capacity compared with that of either biomarker alone. CONCLUSIONS: Genome-wide expression analysis has provided the foundation for the identification of IL-27 as a novel candidate diagnostic biomarker for predicting bacterial infection in critically ill children. Additional studies will be required to test further the diagnostic performance of IL-27. The microarray data reported in this article have been deposited in the Gene Expression Omnibus under accession number GSE4607.


Subject(s)
Interleukins/blood , Sepsis/diagnosis , Biomarkers/blood , Calcitonin/blood , Calcitonin Gene-Related Peptide , Child, Preschool , Critical Illness , Female , Gene Expression , Humans , Infant , Male , Microarray Analysis , Predictive Value of Tests , Protein Precursors/blood , Sensitivity and Specificity , Systemic Inflammatory Response Syndrome/diagnosis
16.
Crit Care ; 16(5): R174, 2012 Oct 01.
Article in English | MEDLINE | ID: mdl-23025259

ABSTRACT

INTRODUCTION: The intrinsic heterogeneity of clinical septic shock is a major challenge. For clinical trials, individual patient management, and quality improvement efforts, it is unclear which patients are least likely to survive and thus benefit from alternative treatment approaches. A robust risk stratification tool would greatly aid decision-making. The objective of our study was to derive and test a multi-biomarker-based risk model to predict outcome in pediatric septic shock. METHODS: Twelve candidate serum protein stratification biomarkers were identified from previous genome-wide expression profiling. To derive the risk stratification tool, biomarkers were measured in serum samples from 220 unselected children with septic shock, obtained during the first 24 hours of admission to the intensive care unit. Classification and Regression Tree (CART) analysis was used to generate a decision tree to predict 28-day all-cause mortality based on both biomarkers and clinical variables. The derived tree was subsequently tested in an independent cohort of 135 children with septic shock. RESULTS: The derived decision tree included five biomarkers. In the derivation cohort, sensitivity for mortality was 91% (95% CI 70 - 98), specificity was 86% (80 - 90), positive predictive value was 43% (29 - 58), and negative predictive value was 99% (95 - 100). When applied to the test cohort, sensitivity was 89% (64 - 98) and specificity was 64% (55 - 73). In an updated model including all 355 subjects in the combined derivation and test cohorts, sensitivity for mortality was 93% (79 - 98), specificity was 74% (69 - 79), positive predictive value was 32% (24 - 41), and negative predictive value was 99% (96 - 100). False positive subjects in the updated model had greater illness severity compared to the true negative subjects, as measured by persistence of organ failure, length of stay, and intensive care unit free days. CONCLUSIONS: The pediatric sepsis biomarker risk model (PERSEVERE; PEdiatRic SEpsis biomarkEr Risk modEl) reliably identifies children at risk of death and greater illness severity from pediatric septic shock. PERSEVERE has the potential to substantially enhance clinical decision making, to adjust for risk in clinical trials, and to serve as a septic shock-specific quality metric.


Subject(s)
Intensive Care Units, Pediatric , Models, Theoretical , Sepsis/blood , Sepsis/diagnosis , Biomarkers/blood , Child , Child, Preschool , Cohort Studies , Female , Humans , Infant , Intensive Care Units, Pediatric/trends , Male , Risk Assessment
17.
Pediatr Crit Care Med ; 13(5): e323-9, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22760431

ABSTRACT

OBJECTIVE: We previously demonstrated that altered zinc homeostasis is an important feature of pediatric sepsis, thus raising the possibility of zinc supplementation as a therapeutic strategy in sepsis. Herein, we tested the hypothesis that prophylactic zinc supplementation would be beneficial in a murine model of peritoneal sepsis. DESIGN: Murine model of sepsis (intraperitoneal fecal-slurry injection). SETTING: Basic science research laboratory. SUBJECTS: C57BL/6 male mice. INTERVENTIONS: Intraperitoneal fecal-slurry injection, with or without zinc supplementation (10 mg/kg of intraperitoneal zinc gluconate for 3 days prior to intraperitoneal fecal-slurry injection). MEASUREMENTS AND MAIN RESULTS: Survival over 3 days following intraperitoneal fecal-slurry injection, markers of inflammation, bacterial load studies, and immunophenotyping studies. Zinc-supplemented mice demonstrated a significant survival advantage compared to control (nonsupplemented) mice. Zinc-supplemented mice also demonstrated moderate reductions of inflammation and immune activation. The survival advantage primarily correlated with reduced in vivo bacterial load in zinc-supplemented mice, compared to controls. In addition, peritoneal macrophages harvested from zinc-supplemented mice demonstrated a significantly enhanced phagocytosis capacity for Escherichia coli and Staphylococcus aureus, compared to peritoneal macrophages harvested from control mice. CONCLUSION: Prophylactic zinc supplementation reduces bacterial load and is beneficial in a murine model of peritoneal sepsis.


Subject(s)
Bacterial Load/drug effects , Gluconates/therapeutic use , Peritonitis/prevention & control , Sepsis/prevention & control , Trace Elements/therapeutic use , Animals , Disease Models, Animal , Feces , Gluconates/immunology , Macrophages, Peritoneal/drug effects , Male , Mice , Mice, Inbred C57BL , Peritonitis/complications , Peritonitis/microbiology , Phagocytosis/drug effects , Sepsis/microbiology , Survival Rate
18.
Article in English | MEDLINE | ID: mdl-21130180

ABSTRACT

We investigated the effects of nutritional state on carbohydrate, lipid, and protein stores in the heart, liver, and white skeletal muscle of male and female rainbow trout. For fed animals we also partitioned glycogen into fractions based on acid solubility. Fish (10-14 months-old, ~400-500 g) were held at 14 °C and either fed (1% of body weight, every other day) or deprived of food for 14 days. Under fed conditions, glycogen was increased 54% in ventricles from males compared with females, and elevated in the liver (87%) and white muscle (70%) in sexually-maturing versus immature males. Acid soluble glycogen predominated over the acid insoluble fraction in all tissues and was similar between sexes. Food deprivation 1) selectively reduced glycogen and free glucose in male ventricles by ~30%, and 2) did not change glycogen in the liver or white muscle, or triglyceride, protein or water levels in any tissues for both sexes. These data highlight sex differences in teleost cardiac stores and the metabolism of carbohydrates, and contrast with mammals where cardiac glycogen increases during fasting and acid insoluble glycogen is a significant fraction. Increased glycogen in the hearts of male rainbow trout appears to pre-empt sex-specific cardiac growth while storage of acid soluble glycogen may reflect a novel strategy for efficient synthesis and mobilization of glycogen in fishes.


Subject(s)
Glycogen/metabolism , Oncorhynchus mykiss/metabolism , Animals , Carbohydrate Metabolism , Female , Food Deprivation , Liver/metabolism , Male , Muscle, Skeletal/metabolism , Myocardium/metabolism , Proteins/metabolism , Sex Factors , Triglycerides/metabolism , Water/analysis
19.
Pediatr Crit Care Med ; 11(2): 213-6, 2010 Mar.
Article in English | MEDLINE | ID: mdl-19794326

ABSTRACT

OBJECTIVE: Stratification with an effective outcome biomarker could improve the design of interventional trials in pediatric septic shock. The objective of this study was to test the usefulness of chemokine (C-C motif) ligand 4 as an outcome biomarker for mortality in pediatric septic shock. DESIGN: A cross-sectional, observational study. SETTING: Eighteen pediatric intensive care units in the United States. PATIENTS: One hundred fifty-six pediatric patients with septic shock. INTERVENTIONS: Serum samples were obtained within 24 hrs of admission to the pediatric intensive care unit. Serum levels of chemokine (C-C motif) ligand 4 were measured by enzyme-linked immunosorbent assay and compared with mortality in a training set of 34 patients. These data were used to generate a cutoff value whose usefulness was evaluated through prospective application-without post hoc modification-to a larger validation set of 122 patients. MEASUREMENTS AND MAIN RESULTS: On inspection of the training set data, a cutoff value of 140 pg/mL was chosen. When applied to the validation set, serum chemokine (C-C motif) ligand 4 levels >140 pg/mL yielded a sensitivity of 92% and a specificity of 40% for mortality. A serum level of < or =140 pg/mL had a negative predictive value for mortality of 98%. CONCLUSIONS: A serum level of chemokine (C-C motif) ligand 4 of < or =140 pg/mL, when obtained within 24 hrs of admission, predicts a very high likelihood of survival in pediatric septic shock. Exclusion of patients with a chemokine (C-C motif) ligand 4 level of < or =140 pg/mL from interventional clinical trials in pediatric septic shock could create a study population in which survival benefit from the study agent could be more readily demonstrated.


Subject(s)
Chemokine CCL4/blood , Shock, Septic/mortality , Biomarkers/blood , Child, Preschool , Cross-Sectional Studies , Female , Humans , Infant , Intensive Care Units, Pediatric , Male , Predictive Value of Tests , Shock, Septic/physiopathology , Survival Analysis , United States
20.
Crit Care Med ; 36(4): 1297-303, 2008 Apr.
Article in English | MEDLINE | ID: mdl-18379258

ABSTRACT

OBJECTIVE: To validate serum neutrophil gelatinase-associated lipocalin (NGAL) as an early biomarker for acute kidney injury in critically ill children with septic shock. DESIGN: Observational cohort study. SETTING: Fifteen North American pediatric intensive care units (PICUs). PATIENTS: A total of 143 critically ill children with systemic inflammatory response syndrome (SIRS) or septic shock and 25 healthy controls. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Serum NGAL was measured during the first 24 hrs of admission to the PICU. Acute kidney injury was defined as a blood urea nitrogen concentration >100 mg/dL, serum creatinine >2 mg/dL in the absence of preexisting renal disease, or the need for dialysis. There was a significant difference in serum NGAL between healthy children (median 80 ng/mL, interquartile ratio [IQR] 55.5-85.5 ng/mL), critically ill children with SIRS (median 107.5 ng/mL, IQR 89-178.5 ng/mL), and critically ill children with septic shock (median 302 ng/mL, IQR 151-570 ng/mL; p < .001). Acute kidney injury developed in 22 of 143 (15.4%) critically ill children. Serum NGAL was significantly increased in critically ill children with acute kidney injury (median 355 ng/mL, IQR 166-1322 ng/mL) compared with those without acute kidney injury (median 186 ng/mL, IQR 98-365 ng/mL; p = .009). CONCLUSIONS: Serum NGAL is a highly sensitive but nonspecific predictor of acute kidney injury in critically ill children with septic shock. Further validation of serum NGAL as a biomarker of acute kidney injury in this population is warranted.


Subject(s)
Acute Kidney Injury/blood , Lipocalins/blood , Proto-Oncogene Proteins/blood , Shock, Septic/blood , Acute-Phase Proteins , Biomarkers , Child , Child, Preschool , Enzyme-Linked Immunosorbent Assay , Female , Humans , Intensive Care Units, Pediatric , Lipocalin-2 , Male , Prospective Studies , Severity of Illness Index , Shock, Septic/classification , Shock, Septic/mortality
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