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1.
Transfus Apher Sci ; 62(1): 103525, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36058778

ABSTRACT

BACKGROUND: Hematopoietic stem cell (HSC) harvest apheresis and leukapheresis are performed in the pediatric intensive care unit (PICU) for high-risk pediatric patients who require procedural sedation. Patients need central access either with their own central lines, ports or require apheresis catheter (CVL) placement. Previously, patients were either awake or emerging from sedation on PICU admission. Uncertainty regarding procedural sedation plans caused delays initiating sedation and apheresis. A guideline was developed to standardize Dexmedetomidine (DEX) for procedural sedation. We investigated if guideline implementation would improve efficiency during PICU admission as demonstrated by shorter time intervals for initiation of sedation, apheresis, PICU length of stay and less alternative sedating medication. METHODS: Data was collected retrospectively from electronic health records of preguideline and post-guideline patients who were admitted to the PICU for sedated apheresis. We compared demographic and clinical characteristics, time intervals for sedation, apheresis, PICU length of stay, and sedation agents between the two groups using Fisher Exact tests and Mann-Whitney tests, as appropriate. RESULTS: The groups did not differ in age or weight at the time of apheresis. All intervals of time compared were shorter post-guideline. Time intervals from admission to start of sedation, admission to start of apheresis, and admission to end of apheresis were statistically significantly different. The type and number of alternative sedating medications administered did not differ between the two groups. CONCLUSION: This guideline implementation improved efficiency during PICU admission. This study might have been too small to demonstrate statistically significant differences in other time intervals studied.


Subject(s)
Dexmedetomidine , Leukapheresis , Child , Humans , Dexmedetomidine/pharmacology , Dexmedetomidine/therapeutic use , Retrospective Studies , Intensive Care Units, Pediatric , Hematopoietic Stem Cells
2.
Crit Care Med ; 50(3): 363-374, 2022 03 01.
Article in English | MEDLINE | ID: mdl-34582416

ABSTRACT

OBJECTIVES: Interventional trials aimed at pediatric acute respiratory distress syndrome prevention require accurate identification of high-risk patients. In this study, we aimed to characterize the frequency and outcomes of children meeting "at risk for pediatric acute respiratory distress syndrome" criteria as defined by the Pediatric Acute Lung Injury Consensus Conference. DESIGN: Planned substudy of the prospective multicenter, international Pediatric Acute Respiratory Distress Syndrome Incidence and Epidemiology study conducted during 10 nonconsecutive weeks (May 2016-June 2017). SETTING: Thirty-seven international PICUs. PATIENTS: Three-hundred ten critically ill children meeting Pediatric Acute Lung Injury Consensus Conference "at-risk for pediatric acute respiratory distress syndrome" criteria. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: We evaluated the frequency of children at risk for pediatric acute respiratory distress syndrome and rate of subsequent pediatric acute respiratory distress syndrome diagnosis and used multivariable logistic regression to identify factors associated with subsequent pediatric acute respiratory distress syndrome. Frequency of at risk for pediatric acute respiratory distress syndrome was 3.8% (95% CI, 3.4-5.2%) among the 8,122 critically ill children who were screened and 5.8% (95% CI, 5.2-6.4%) among the 5,334 screened children on positive pressure ventilation or high-flow oxygen. Among the 310 at-risk children, median age was 2.1 years (interquartile range, 0.5-7.3 yr). Sixty-six children (21.3%) were subsequently diagnosed with pediatric acute respiratory distress syndrome, a median of 22.6 hours (interquartile range, 9.8-41.0 hr) later. Subsequent pediatric acute respiratory distress syndrome was associated with increased mortality (21.2% vs 3.3%; p < 0.001) and longer durations of invasive ventilation and PICU care. Subsequent pediatric acute respiratory distress syndrome rate did not differ by respiratory support modality at the time of meeting at risk criteria but was independently associated with lower initial saturation:Fio2 ratio, progressive tachycardia, and early diuretic administration. CONCLUSIONS: The Pediatric Acute Lung Injury Consensus Conference "at-risk for pediatric acute respiratory distress syndrome" criteria identify critically ill children at high risk of pediatric acute respiratory distress syndrome and poor outcomes. Interventional trials aimed at pediatric acute respiratory distress syndrome prevention should target patients early in their illness course and include patients on high-flow oxygen and positive pressure ventilation.


Subject(s)
Critical Illness/therapy , Intensive Care Units, Pediatric , Respiratory Distress Syndrome/epidemiology , Respiratory Distress Syndrome/therapy , Acute Lung Injury/epidemiology , Acute Lung Injury/therapy , Adolescent , Child , Child, Preschool , Critical Illness/mortality , Female , Humans , Male , Outcome Assessment, Health Care , Prospective Studies , Respiration, Artificial/statistics & numerical data , Time Factors
3.
Crit Care Med ; 49(5): 816-827, 2021 05 01.
Article in English | MEDLINE | ID: mdl-33590999

ABSTRACT

OBJECTIVES: There is evidence that noninvasive ventilation decreases the need for invasive mechanical ventilation. However, children with pediatric acute respiratory distress syndrome who fail noninvasive ventilation may have worse outcomes than those who are intubated without exposure to noninvasive ventilation. Our objective was to evaluate the impact of preintubation noninvasive ventilation on children with pediatric acute respiratory distress syndrome. DESIGN: Secondary analysis of data from the Randomized Evaluation of Sedation Titration for Respiratory Failure trial. SETTING: Thirty-one PICUs in the United States. PATIENTS: Children 2 weeks to 17 years old with pediatric acute respiratory distress syndrome receiving invasive mechanical ventilation, excluding those admitted with tracheostomies. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Of 2,427 subjects receiving invasive mechanical ventilation, preintubation noninvasive ventilation was used in 995 (41%). Compared with subjects without preintubation noninvasive ventilation use, subjects with preintubation noninvasive ventilation use were more likely to have a history of seizures (10% vs 8%; p = 0.04) or cancer (11% vs 6%; p < 0.001) and have moderate or severe pediatric acute respiratory distress syndrome by the end of their first full day of invasive mechanical ventilation (68% vs 60%; p < 0.001). Adjusting for age, severity of illness on PICU admission, and baseline functional status, preintubation noninvasive ventilation use resulted in longer invasive mechanical ventilation duration (median 7.0 vs 6.0 d), longer PICU (10.8 vs 8.9 d), and hospital (17 vs 14 d) lengths of stay, and higher 28-day (5% vs 4%) and 90-day (8% vs 5%) inhospital mortalities (all comparisons p < 0.001). Longer duration of noninvasive ventilation before intubation was associated with worse outcomes. CONCLUSIONS: In children with pediatric acute respiratory distress syndrome, preintubation noninvasive ventilation use is associated with worse outcomes when compared with no preintubation noninvasive ventilation use. These data can be used to inform the design of clinical studies to evaluate best noninvasive ventilation practices in children with pediatric acute respiratory distress syndrome.


Subject(s)
Intubation, Intratracheal/methods , Noninvasive Ventilation/methods , Respiratory Distress Syndrome/therapy , Severity of Illness Index , Adolescent , Child , Child, Preschool , Critical Illness/therapy , Female , Humans , Infant , Male
4.
Crit Care Med ; 49(10): 1779-1789, 2021 10 01.
Article in English | MEDLINE | ID: mdl-34259438

ABSTRACT

OBJECTIVES: To describe mechanical ventilation management and factors associated with nonadherence to lung-protective ventilation principles in pediatric acute respiratory distress syndrome. DESIGN: A planned ancillary study to a prospective international observational study. Mechanical ventilation management (every 6 hr measurements) during pediatric acute respiratory distress syndrome days 0-3 was described and compared with Pediatric Acute Lung Injury Consensus Conference tidal volume recommendations (< 7 mL/kg in children with impaired respiratory system compliance, < 9 mL/kg in all other children) and the Acute Respiratory Distress Syndrome Network lower positive end-expiratory pressure/higher Fio2 grid recommendations. SETTING: Seventy-one international PICUs. PATIENTS: Children with pediatric acute respiratory distress syndrome. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Analyses included 422 children. On pediatric acute respiratory distress syndrome day 0, median tidal volume was 7.6 mL/kg (interquartile range, 6.3-8.9 mL/kg) and did not differ by pediatric acute respiratory distress syndrome severity. Plateau pressure was not recorded in 97% of measurements. Using delta pressure (peak inspiratory pressure - positive end-expiratory pressure), median tidal volume increased over quartiles of median delta pressure (p = 0.007). Median delta pressure was greater than or equal to 18 cm H2O for all pediatric acute respiratory distress syndrome severity levels. In severe pediatric acute respiratory distress syndrome, tidal volume was greater than or equal to 7 mL/kg 62% of the time, and positive end-expiratory pressure was lower than recommended by the positive end-expiratory pressure/Fio2 grid 70% of the time. In multivariable analysis, tidal volume nonadherence was more common with severe pediatric acute respiratory distress syndrome, fewer PICU admissions/yr, non-European PICUs, higher delta pressure, corticosteroid use, and pressure control mode. Adherence was associated with underweight stature and cuffed endotracheal tubes. In multivariable analysis, positive end-expiratory pressure/Fio2 grid nonadherence was more common with higher pediatric acute respiratory distress syndrome severity, ventilator decisions made primarily by the attending physician, pre-ICU cardiopulmonary resuscitation, underweight stature, and age less than 2 years. Adherence was associated with respiratory therapist involvement in ventilator management and longer time from pediatric acute respiratory distress syndrome diagnosis. Higher nonadherence to tidal volume and positive end-expiratory pressure recommendations were independently associated with higher mortality and longer duration of ventilation after adjustment for confounding variables. In stratified analyses, these associations were primarily influenced by children with severe pediatric acute respiratory distress syndrome. CONCLUSIONS: Nonadherence to lung-protective ventilation principles is common in pediatric acute respiratory distress syndrome and may impact outcome. Modifiable factors exist that may improve adherence.


Subject(s)
Guideline Adherence/standards , Respiratory Distress Syndrome/prevention & control , Adolescent , Child , Child, Preschool , Female , Guideline Adherence/statistics & numerical data , Humans , Incidence , Infant , Intensive Care Units, Pediatric/organization & administration , Intensive Care Units, Pediatric/statistics & numerical data , Logistic Models , Male , Prospective Studies , Respiration, Artificial/methods , Respiration, Artificial/statistics & numerical data , Respiratory Distress Syndrome/epidemiology , Respiratory Distress Syndrome/therapy
5.
Clin Infect Dis ; 68(3): 365-372, 2019 01 18.
Article in English | MEDLINE | ID: mdl-29893805

ABSTRACT

Background: Coinfection with influenza virus and methicillin-resistant Staphylococcus aureus (MRSA) causes life-threatening necrotizing pneumonia in children. Sporadic incidence precludes evaluation of antimicrobial efficacy. We assessed the clinical characteristics and outcomes of critically ill children with influenza-MRSA pneumonia and evaluated antibiotic use. Methods: We enrolled children (<18 years) with influenza infection and respiratory failure across 34 pediatric intensive care units 11/2008-5/2016. We compared baseline characteristics, clinical courses, and therapies in children with MRSA coinfection, non-MRSA bacterial coinfection, and no bacterial coinfection. Results: We enrolled 170 children (127 influenza A, 43 influenza B). Children with influenza-MRSA pneumonia (N = 30, 87% previously healthy) were older than those with non-MRSA (N = 61) or no (N = 79) bacterial coinfections. Influenza-MRSA was associated with increased leukopenia, acute lung injury, vasopressor use, extracorporeal life support, and mortality than either group (P ≤ .0001). Influenza-related mortality was 40% with MRSA compared to 4.3% without (relative risk [RR], 9.3; 95% confidence interval [CI], 3.8-22.9). Of 29/30 children with MRSA who received vancomycin within the first 24 hours of hospitalization, mortality was 12.5% (N = 2/16) if treatment also included a second anti-MRSA antibiotic compared to 69.2% (N = 9/13) with vancomycin monotherapy (RR, 5.5; 95% CI, 1.4, 21.3; P = .003). Vancomycin dosing did not influence initial trough levels; 78% were <10 µg/mL. Conclusions: Influenza-MRSA coinfection is associated with high fatality in critically ill children. These data support early addition of a second anti-MRSA antibiotic to vancomycin in suspected severe cases.


Subject(s)
Anti-Bacterial Agents/therapeutic use , Coinfection/drug therapy , Critical Illness , Influenza, Human/complications , Methicillin-Resistant Staphylococcus aureus/isolation & purification , Pneumonia, Staphylococcal/drug therapy , Vancomycin/therapeutic use , Adolescent , Child , Child, Preschool , Coinfection/microbiology , Coinfection/mortality , Coinfection/pathology , Female , Humans , Infant , Infant, Newborn , Influenza, Human/mortality , Influenza, Human/pathology , Male , Pneumonia, Staphylococcal/microbiology , Pneumonia, Staphylococcal/mortality , Pneumonia, Staphylococcal/pathology , Prospective Studies , Survival Analysis , Treatment Outcome
6.
Crit Care Med ; 46(3): e242-e249, 2018 03.
Article in English | MEDLINE | ID: mdl-29252929

ABSTRACT

OBJECTIVE: We previously identified septic shock endotypes A and B based on 100 genes reflecting adaptive immunity and glucocorticoid receptor signaling. The endotypes differ with respect to outcome and corticosteroid responsiveness. We determined whether endotypes change during the initial 3 days of illness, and whether changes are associated with outcomes. DESIGN: Observational cohort study including existing and newly enrolled participants. SETTING: Multiple PICUs. PATIENTS: Children with septic shock. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: We measured the 100 endotyping genes at day 1 and day 3 of illness in 375 patients. We determined if endotype assignment changes over time, and whether changing endotype is associated with corticosteroid response and outcomes. We used multivariable logistic regression to adjust for illness severity, age, and comorbidity burden. Among the 132 subjects assigned to endotype A on day 1, 56 (42%) transitioned to endotype B by day 3. Among 243 subjects assigned to endotype B on day 1, 77 (32%) transitioned to endotype A by day 3. Assignment to endotype A on day 1 was associated with increased odds of mortality. This risk was modified by the subsequent day 3 endotype assignment. Corticosteroids were associated with increased risk of mortality among subjects who persisted as endotype A. CONCLUSIONS: A substantial proportion of children with septic shock transition endotypes during the acute phase of illness. The risk of poor outcome and the response to corticosteroids change with changes in endotype assignment. Patients persisting as endotype A are at highest risk of poor outcomes.


Subject(s)
Shock, Septic/classification , Acute Disease , Adrenal Cortex Hormones/therapeutic use , Age Factors , Case-Control Studies , Child, Preschool , Female , Humans , Infant , Male , Risk Factors , Severity of Illness Index , Shock, Septic/drug therapy , Shock, Septic/genetics , Shock, Septic/mortality , Transcriptome
7.
Pediatr Crit Care Med ; 19(2): 155-160, 2018 02.
Article in English | MEDLINE | ID: mdl-29394222

ABSTRACT

OBJECTIVE: Hyperchloremia is associated with poor outcome among critically ill adults, but it is unknown if a similar association exists among critically ill children. We determined if hyperchloremia is associated with poor outcomes in children with septic shock. DESIGN: Retrospective analysis of a pediatric septic shock database. SETTING: Twenty-nine PICUs in the United States. PATIENTS: Eight hundred ninety children 10 years and younger with septic shock. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: We considered the minimum, maximum, and mean chloride values during the initial 7 days of septic shock for each study subject as separate hyperchloremia variables. Within each category, we considered hyperchloremia as a dichotomous variable defined as a serum concentration greater than or equal to 110 mmol/L. We used multivariable logistic regression to determine the association between the hyperchloremia variables and outcome, adjusted for illness severity. We considered all cause 28-day mortality and complicated course as the primary outcome variables. Complicated course was defined as mortality by 28 days or persistence of greater than or equal to two organ failures at day 7 of septic shock. Secondarily, we conducted a stratified analysis using a biomarker-based mortality risk stratification tool. There were 226 patients (25%) with a complicated course and 93 mortalities (10%). Seventy patients had a minimum chloride greater than or equal to 110 mmol/L, 179 had a mean chloride greater than or equal to 110 mmol/L, and 514 had a maximum chloride greater than or equal to 110 mmol/L. A minimum chloride greater than or equal to 110 mmol/L was associated with increased odds of complicated course (odds ratio, 1.9; 95% CI, 1.1-3.2; p = 0.023) and mortality (odds ratio, 3.7; 95% CI, 2.0-6.8; p < 0.001). A mean chloride greater than or equal to 110 mmol/L was also associated with increased odds of mortality (odds ratio, 2.1; 95% CI, 1.3-3.5; p = 0.002). The secondary analysis yielded similar results. CONCLUSION: Hyperchloremia is independently associated with poor outcomes among children with septic shock.


Subject(s)
Chlorides/blood , Critical Illness/mortality , Shock, Septic/complications , Water-Electrolyte Imbalance/complications , Child , Child, Preschool , Female , Humans , Infant , Intensive Care Units, Pediatric/statistics & numerical data , Male , Prognosis , Retrospective Studies , Risk Factors , Shock, Septic/blood , Shock, Septic/mortality , United States
8.
Am J Respir Crit Care Med ; 196(4): 494-501, 2017 08 15.
Article in English | MEDLINE | ID: mdl-28324661

ABSTRACT

RATIONALE: We previously derived and validated the Pediatric Sepsis Biomarker Risk Model (PERSEVERE) to estimate baseline mortality risk in children with septic shock. The PERSEVERE biomarkers are serum proteins selected from among the proteins directly related to 80 mortality risk assessment genes. The initial approach to selecting the PERSEVERE biomarkers left 68 genes unconsidered. OBJECTIVES: To determine if the 68 previously unconsidered genes can improve upon the performance of PERSEVERE and to provide biological information regarding the pathophysiology of septic shock. METHODS: We reduced the number of variables by determining the biological linkage of the 68 previously unconsidered genes. The genes identified through variable reduction were combined with the PERSEVERE-based mortality probability to derive a risk stratification model for 28-day mortality using classification and regression tree methodology (n = 307). The derived tree, PERSEVERE-XP, was then tested in a separate cohort (n = 77). MEASUREMENTS AND MAIN RESULTS: Variable reduction revealed a network consisting of 18 mortality risk assessment genes related to tumor protein 53 (TP53). In the derivation cohort, PERSEVERE-XP had an area under the receiver operating characteristic curve (AUC) of 0.90 (95% confidence interval, 0.85-0.95) for differentiating between survivors and nonsurvivors. In the test cohort, the AUC was 0.96 (95% confidence interval, 0.91-1.0). The AUC of PERSEVERE-XP was superior to that of PERSEVERE. CONCLUSIONS: PERSEVERE-XP combines protein and mRNA biomarkers to provide mortality risk stratification with possible clinical utility. PERSEVERE-XP significantly improves on PERSEVERE and suggests a role for TP53-related cellular division, repair, and metabolism in the pathophysiology of septic shock.


Subject(s)
Chemokine CCL3/blood , Granzymes/blood , HSP70 Heat-Shock Proteins/blood , Interleukin-8/blood , Matrix Metalloproteinase 8/blood , RNA, Messenger/blood , Shock, Septic/blood , Biomarkers/blood , Child , Child, Preschool , Cohort Studies , Female , Humans , Infant , Male , ROC Curve , Reproducibility of Results , Risk Assessment
9.
Crit Care Med ; 45(1): 94-102, 2017 Jan.
Article in English | MEDLINE | ID: mdl-27632676

ABSTRACT

OBJECTIVE: Identifying children ready for extubation is desirable to minimize morbidity and mortality associated with prolonged mechanical ventilation and extubation failure. We determined the accuracy of an extubation readiness test (Randomized Evaluation of Sedation Titration for Respiratory Failure extubation readiness test) in predicting successful extubation in children with acute respiratory failure from lower respiratory tract disease. DESIGN: Secondary analysis of data from the Randomized Evaluation of Sedation Titration for Respiratory Failure clinical trial, a pediatric multicenter cluster randomized trial of sedation. SETTING: Seventeen PICUs in the intervention arm. PATIENTS: Children 2 weeks to 17 years receiving invasive mechanical ventilation for lower respiratory tract disease. INTERVENTION: Extubation readiness test in which spontaneously breathing children with oxygenation index less than or equal to 6 were placed on FIO2 of 0.50, positive end-expiratory pressure of 5 cm H2O, and pressure support. MEASUREMENTS AND MAIN RESULTS: Of 1,042 children, 444 (43%) passed their first extubation readiness test. Of these, 295 (66%) were extubated within 10 hours of starting the extubation readiness test, including 272 who were successfully extubated, for a positive predictive value of 92%. Among 861 children who were extubated for the first time within 10 hours of performing an extubation readiness test, 788 passed their extubation readiness test and 736 were successfully extubated for a positive predictive value of 93%. The median time of day for extubation with an extubation readiness test was 12:15 hours compared with 14:54 hours for extubation without an extubation readiness test within 10 hours (p < 0.001). CONCLUSIONS: In children with acute respiratory failure from lower respiratory tract disease, an extubation readiness test, as described, should be considered at least daily if the oxygenation index is less than or equal to 6. If the child passes the extubation readiness test, there is a high likelihood of successful extubation.


Subject(s)
Airway Extubation , Positive-Pressure Respiration , Respiratory Function Tests , Respiratory Insufficiency/therapy , Respiratory Tract Diseases/complications , Ventilator Weaning/methods , Adolescent , Age Factors , Child , Child, Preschool , Female , Humans , Intensive Care Units, Pediatric , Male , Multivariate Analysis , Respiratory Insufficiency/etiology
10.
Pediatr Crit Care Med ; 18(1): e24-e34, 2017 01.
Article in English | MEDLINE | ID: mdl-27828898

ABSTRACT

OBJECTIVE: Suspected ventilator-associated infection is the most common reason for antibiotics in the PICU. We sought to characterize the clinical variables associated with continuing antibiotics after initial evaluation for suspected ventilator-associated infection and to determine whether clinical variables or antibiotic treatment influenced outcomes. DESIGN: Prospective, observational cohort study conducted in 47 PICUs in the United States, Canada, and Australia. Two hundred twenty-nine pediatric patients ventilated more than 48 hours undergoing respiratory secretion cultures were enrolled as "suspected ventilator-associated infection" in a prospective cohort study, those receiving antibiotics of less than or equal to 3 days were categorized as "evaluation only," and greater than 3 days as "treated." Demographics, diagnoses, comorbidities, culture results, and clinical data were compared between evaluation only and treated subjects and between subjects with positive versus negative cultures. SETTING: PICUs in 47 hospitals in the United States, Canada, and Australia. SUBJECTS: All patients undergoing respiratory secretion cultures during the 6 study periods. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Treated subjects differed from evaluation-only subjects only in frequency of positive cultures (79% vs 36%; p < 0.0001). Subjects with positive cultures were more likely to have chronic lung disease, tracheostomy, and shorter PICU stay, but there were no differences in ventilator days or mortality. Outcomes were similar in subjects with positive or negative cultures irrespective of antibiotic treatment. Immunocompromise and higher Pediatric Logistic Organ Dysfunction scores were the only variables associated with mortality in the overall population, but treated subjects with endotracheal tubes had significantly lower mortality. CONCLUSIONS: Positive respiratory cultures were the primary determinant of continued antibiotic treatment in children with suspected ventilator-associated infection. Positive cultures were not associated with worse outcomes irrespective of antibiotic treatment although the lower mortality in treated subjects with endotracheal tubes is notable. The necessity of continuing antibiotics for a positive respiratory culture in suspected ventilator-associated infection requires further study.


Subject(s)
Anti-Bacterial Agents/administration & dosage , Healthcare Disparities/statistics & numerical data , Pneumonia, Ventilator-Associated/diagnosis , Pneumonia, Ventilator-Associated/drug therapy , Practice Patterns, Physicians'/statistics & numerical data , Adolescent , Anti-Bacterial Agents/therapeutic use , Australia , Canada , Child , Child, Preschool , Clinical Decision-Making , Drug Administration Schedule , Female , Gram-Negative Bacterial Infections/diagnosis , Gram-Negative Bacterial Infections/drug therapy , Gram-Positive Bacterial Infections/diagnosis , Gram-Positive Bacterial Infections/drug therapy , Humans , Infant , Infant, Newborn , Intensive Care Units, Pediatric , Logistic Models , Male , Multivariate Analysis , Prospective Studies , Sensitivity and Specificity , Treatment Outcome , United States
11.
Pediatr Crit Care Med ; 18(4): 299-303, 2017 Apr.
Article in English | MEDLINE | ID: mdl-28178077

ABSTRACT

OBJECTIVE: Polymorphisms of the glucocorticoid receptor gene are associated with outcome and corticosteroid responsiveness among patients with inflammatory disorders. We conducted a candidate gene association study to test the hypothesis that these polymorphisms are associated with outcome and corticosteroid responsiveness among children with septic shock. DESIGN: We genotyped 482 children with septic shock for the presence of two glucocorticoid receptor polymorphisms (rs56149945 and rs41423247) associated with increased sensitivity and one glucocorticoid receptor polymorphism (rs6198) associated with decreased sensitivity to corticosteroids. The primary outcome variable was complicated course, defined as 28-day mortality or the persistence of two or more organ failures 7 days after a septic shock diagnosis. We used logistic regression to test for an association between corticosteroid exposure and outcome, within genotype group, and adjusted for illness severity. SETTING: Multiple PICUs in the United States. INTERVENTIONS: Standard care. MEASUREMENTS AND MAIN RESULTS: There were no differences in outcome when comparing the various genotype groups. Among patients homozygous for the wild-type glucocorticoid receptor allele, corticosteroids were independently associated with increased odds of complicated course (odds ratio, 2.30; 95% CI, 1.01-5.21; p = 0.047). CONCLUSIONS: Based on these glucocorticoid receptor polymorphisms, we could not detect a beneficial effect of corticosteroids among any genotype group. Among children homozygous for the wild-type allele, corticosteroids were independently associated with increased odds of poor outcome.


Subject(s)
Adrenal Cortex Hormones/therapeutic use , Anti-Inflammatory Agents/therapeutic use , Gram-Negative Bacterial Infections/genetics , Gram-Positive Bacterial Infections/genetics , Polymorphism, Genetic , Receptors, Glucocorticoid/genetics , Shock, Septic/genetics , Case-Control Studies , Child , Child, Preschool , Female , Genetic Markers , Genotype , Gram-Negative Bacterial Infections/complications , Gram-Negative Bacterial Infections/drug therapy , Gram-Negative Bacterial Infections/mortality , Gram-Positive Bacterial Infections/complications , Gram-Positive Bacterial Infections/drug therapy , Gram-Positive Bacterial Infections/mortality , Humans , Infant , Infant, Newborn , Logistic Models , Male , Multiple Organ Failure/etiology , Shock, Septic/complications , Shock, Septic/drug therapy , Shock, Septic/mortality , Treatment Outcome
12.
Crit Care Med ; 44(10): e1000-3, 2016 10.
Article in English | MEDLINE | ID: mdl-27270179

ABSTRACT

OBJECTIVES: Prognostic and predictive enrichment strategies are fundamental tools of precision medicine. Identifying children with septic shock who may benefit from corticosteroids remains a challenge. We combined prognostic and predictive strategies to identify a pediatric septic shock subgroup responsive to corticosteroids. DESIGN: We conducted a secondary analysis of 288 previously published pediatric subjects with septic shock. For prognostic enrichment, each study subject was assigned a baseline mortality probability using the pediatric sepsis biomarker risk model. For predictive enrichment, each study subject was allocated to one of two septic shock endotypes, based on a 100-gene signature reflecting adaptive immunity and glucocorticoid receptor signaling. The primary study endpoint was complicated course, defined as the persistence of two or more organ failures at day 7 of septic shock or 28-day mortality. We used logistic regression to test for an association between corticosteroids and complicated course within endotype. MEASUREMENTS AND MAIN RESULTS: Among endotype B subjects at intermediate to high pediatric sepsis biomarker risk model-based risk of mortality, corticosteroids were independently associated with more than a 10-fold reduction in the risk of a complicated course (relative risk, 0.09; 95% CI, 0.01-0.54; p = 0.007). CONCLUSIONS: A combination of prognostic and predictive strategies based on serum protein and messenger RNA biomarkers can identify a subgroup of children with septic shock who may be more likely to benefit from corticosteroids. Prospective validation of these strategies and the existence of this subgroup are warranted.


Subject(s)
Adrenal Cortex Hormones/therapeutic use , Precision Medicine/methods , Shock, Septic/drug therapy , Shock, Septic/mortality , Biomarkers , Chemokines, CC/blood , Female , Granzymes/blood , HSP70 Heat-Shock Proteins/blood , Humans , Intensive Care Units, Pediatric , Interleukin-8/blood , Logistic Models , Male , Matrix Metalloproteinase 8 , Prognosis , Prospective Studies , Risk Assessment , Shock, Septic/blood
13.
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
14.
Pediatr Crit Care Med ; 17(7): 591-7, 2016 07.
Article in English | MEDLINE | ID: mdl-27124562

ABSTRACT

OBJECTIVE: Central-line-associated bloodstream infections comprise 25% of device-associated infections. Compared with other units, PICUs demonstrate a higher central-line-associated bloodstream infections prevalence. Prior studies have not investigated the association of central-line-associated bloodstream infections prevalence, central-line utilization, or maintenance bundle compliance between specific types of PICUs. DESIGN: This study analyzed monthly aggregate data regarding central-line-associated bloodstream infections prevalence, central-line utilization, and maintenance bundle compliance between three types of PICUs: 1) PICUs that do not care for cardiac patients (PICU); 2) PICUs that provide care for cardiac and noncardiac patients (C/PICU); or 3) designated cardiac ICUs (CICU). SETTING: The included units submitted data as part of The Children's Hospital Association PICU central-line-associated bloodstream infections collaborative from January 1, 2011, to December 31, 2013. PATIENTS: Patients admitted to PICUs in collaborative institutions. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: The overall central-line-associated bloodstream infections prevalence was low (1.37 central-line-associated bloodstream infections events/1,000 central-line days) and decreased over the time of the study. Central-line-associated bloodstream infections prevalence was not related to the type of PICU although C/PICU tended to have a higher central-line-associated bloodstream infections prevalence (p = 0.055). CICU demonstrated a significantly higher central-line utilization ratio (p < 0.001). However, when examined on a unit level, central-line utilization was not related to the central-line-associated bloodstream infections prevalence. The central-line maintenance bundle compliance rate was not associated with central line-associated bloodstream infections prevalence in this unit-level investigation. Neither utilization rate nor compliance rate changed significantly over time in any of the types of units. CONCLUSIONS: Although this unit-level analysis did not demonstrate an association between central-line-associated bloodstream infections prevalence and central-line utilization and maintenance bundle compliance, optimization of both should continue, further decreasing central-line-associated bloodstream infections prevalence. In addition, investigation of patient-specific factors may aid in further central-line-associated bloodstream infections eradication.


Subject(s)
Catheter-Related Infections/prevention & control , Catheterization, Central Venous/adverse effects , Central Venous Catheters/adverse effects , Cross Infection/prevention & control , Guideline Adherence/statistics & numerical data , Infection Control/standards , Intensive Care Units, Pediatric/standards , Catheter-Related Infections/epidemiology , Catheter-Related Infections/etiology , Catheterization, Central Venous/methods , Catheterization, Central Venous/standards , Catheterization, Central Venous/statistics & numerical data , Central Venous Catheters/standards , Central Venous Catheters/statistics & numerical data , Child , Cross Infection/epidemiology , Cross Infection/etiology , Hospitals, Pediatric/standards , Hospitals, Pediatric/statistics & numerical data , Humans , Infection Control/statistics & numerical data , Intensive Care Units, Pediatric/statistics & numerical data , Practice Guidelines as Topic , Prevalence , Wisconsin
15.
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
16.
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
17.
JAMA ; 313(4): 379-89, 2015 Jan 27.
Article in English | MEDLINE | ID: mdl-25602358

ABSTRACT

IMPORTANCE: Protocolized sedation improves clinical outcomes in critically ill adults, but its effect in children is unknown. OBJECTIVE: To determine whether critically ill children managed with a nurse-implemented, goal-directed sedation protocol experience fewer days of mechanical ventilation than patients receiving usual care. DESIGN, SETTING, AND PARTICIPANTS: Cluster randomized trial conducted in 31 US pediatric intensive care units (PICUs). A total of 2449 children (mean age, 4.7 years; range, 2 weeks to 17 years) mechanically ventilated for acute respiratory failure were enrolled in 2009-2013 and followed up until 72 hours after opioids were discontinued, 28 days, or hospital discharge. INTERVENTION: Intervention PICUs (17 sites; n = 1225 patients) used a protocol that included targeted sedation, arousal assessments, extubation readiness testing, sedation adjustment every 8 hours, and sedation weaning. Control PICUs (14 sites; n = 1224 patients) managed sedation per usual care. MAIN OUTCOMES AND MEASURES: The primary outcome was duration of mechanical ventilation. Secondary outcomes included time to recovery from acute respiratory failure, duration of weaning from mechanical ventilation, neurological testing, PICU and hospital lengths of stay, in-hospital mortality, sedation-related adverse events, measures of sedative exposure (wakefulness, pain, and agitation), and occurrence of iatrogenic withdrawal. RESULTS: Duration of mechanical ventilation was not different between the 2 groups (intervention: median, 6.5 [IQR, 4.1-11.2] days; control: median, 6.5 [IQR, 3.7-12.1] days). Sedation-related adverse events including inadequate pain and sedation management, clinically significant iatrogenic withdrawal, and unplanned endotracheal tube/invasive line removal were not significantly different between the 2 groups. Intervention patients experienced more postextubation stridor (7% vs 4%; P = .03) and fewer stage 2 or worse immobility-related pressure ulcers (<1% vs 2%; P = .001). In exploratory analyses, intervention patients had fewer days of opioid administration (median, 9 [IQR, 5-15] days vs 10 [IQR, 4-21] days; P = .01), were exposed to fewer sedative classes (median, 2 [IQR, 2-3] classes vs 3 [IQR, 2-4] classes; P < .001), and were more often awake and calm while intubated (median, 86% [IQR, 67%-100%] of days vs 75% [IQR, 50%-100%] of days; P = .004) than control patients, respectively; however, intervention patients had more days with any report of a pain score ≥ 4 (median, 50% [IQR, 27%-67%] of days vs 23% [IQR, 0%-46%] of days; P < .001) and any report of agitation (median, 60% [IQR, 33%-80%] vs 40% [IQR, 13%-67%]; P = .003), respectively. CONCLUSIONS AND RELEVANCE: Among children undergoing mechanical ventilation for acute respiratory failure, the use of a sedation protocol compared with usual care did not reduce the duration of mechanical ventilation. Exploratory analyses of secondary outcomes suggest a complex relationship among wakefulness, pain, and agitation. TRIAL REGISTRATION: clinicaltrials.gov Identifier: NCT00814099.


Subject(s)
Conscious Sedation/methods , Critical Illness , Hypnotics and Sedatives/administration & dosage , Respiration, Artificial , Respiratory Insufficiency/therapy , Airway Extubation , Analgesics, Opioid/administration & dosage , Arousal , Child , Child, Preschool , Humans , Intensive Care Units, Pediatric , Nursing Care/standards , Pain , Psychomotor Agitation , Respiratory Insufficiency/nursing , Treatment Outcome
19.
Front Immunol ; 14: 1220028, 2023.
Article in English | MEDLINE | ID: mdl-37533854

ABSTRACT

Background: Influenza virus is responsible for a large global burden of disease, especially in children. Multiple Organ Dysfunction Syndrome (MODS) is a life-threatening and fatal complication of severe influenza infection. Methods: We measured RNA expression of 469 biologically plausible candidate genes in children admitted to North American pediatric intensive care units with severe influenza virus infection with and without MODS. Whole blood samples from 191 influenza-infected children (median age 6.4 years, IQR: 2.2, 11) were collected a median of 27 hours following admission; for 45 children a second blood sample was collected approximately seven days later. Extracted RNA was hybridized to NanoString mRNA probes, counts normalized, and analyzed using linear models controlling for age and bacterial co-infections (FDR q<0.05). Results: Comparing pediatric samples collected near admission, children with Prolonged MODS for ≥7 days (n=38; 9 deaths) had significant upregulation of nine mRNA transcripts associated with neutrophil degranulation (RETN, TCN1, OLFM4, MMP8, LCN2, BPI, LTF, S100A12, GUSB) compared to those who recovered more rapidly from MODS (n=27). These neutrophil transcripts present in early samples predicted Prolonged MODS or death when compared to patients who recovered, however in paired longitudinal samples, they were not differentially expressed over time. Instead, five genes involved in protein metabolism and/or adaptive immunity signaling pathways (RPL3, MRPL3, HLA-DMB, EEF1G, CD8A) were associated with MODS recovery within a week. Conclusion: Thus, early increased expression of neutrophil degranulation genes indicated worse clinical outcomes in children with influenza infection, consistent with reports in adult cohorts with influenza, sepsis, and acute respiratory distress syndrome.


Subject(s)
Bacterial Infections , Influenza, Human , Humans , Multiple Organ Failure/genetics , Influenza, Human/genetics , Influenza, Human/complications , Transcriptome , Phenotype , Hospitalization , Bacterial Infections/complications
20.
Crit Care Med ; 45(3): e333-e334, 2017 03.
Article in English | MEDLINE | ID: mdl-28212236
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