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1.
J Am Med Inform Assoc ; 30(1): 178-194, 2022 12 13.
Article in English | MEDLINE | ID: mdl-36125018

ABSTRACT

How to deliver best care in various clinical settings remains a vexing problem. All pertinent healthcare-related questions have not, cannot, and will not be addressable with costly time- and resource-consuming controlled clinical trials. At present, evidence-based guidelines can address only a small fraction of the types of care that clinicians deliver. Furthermore, underserved areas rarely can access state-of-the-art evidence-based guidelines in real-time, and often lack the wherewithal to implement advanced guidelines. Care providers in such settings frequently do not have sufficient training to undertake advanced guideline implementation. Nevertheless, in advanced modern healthcare delivery environments, use of eActions (validated clinical decision support systems) could help overcome the cognitive limitations of overburdened clinicians. Widespread use of eActions will require surmounting current healthcare technical and cultural barriers and installing clinical evidence/data curation systems. The authors expect that increased numbers of evidence-based guidelines will result from future comparative effectiveness clinical research carried out during routine healthcare delivery within learning healthcare systems.


Subject(s)
Decision Support Systems, Clinical , Delivery of Health Care , Computers
2.
Pediatr Pulmonol ; 57(2): 508-518, 2022 02.
Article in English | MEDLINE | ID: mdl-34811963

ABSTRACT

BACKGROUND: Little is known about the airway microbiome in intubated mechanically ventilated children. We sought to characterize the airway microbiome longitudinally and in association with clinical variables and possible ventilator-associated infection (VAI). METHODS: Serial tracheal aspirate samples were prospectively obtained from mechanically ventilated subjects under 3 years old from eight pediatric intensive care units in the United States from June 2017 to July 2018. Changes in the tracheal microbiome were analyzed by sequencing bacterial 16S ribosomal RNA gene relative to subject demographics, diagnoses, clinical parameters, outcomes, antibiotic treatment, and the Ventilator-Associated InfectioN (VAIN) score. RESULTS: A total of 221 samples from 58 patients were processed and 197 samples met the >1000 reads criteria (89%), with an average of 43,000 reads per sample. The median number of samples per subject was 3 (interquartile range [IQR]: 2-5), with a median VAIN score of 2 (IQR: 1-3). Proteobacteria was the highest observed phyla throughout the intubation period, followed by Firmicutes and Actinobacteria. Alpha diversity was negatively associated with days of intubation (p = .032) and VAIN score (p = .016). High VAIN scores were associated with a decrease of Mycobacterium obuense, and an increase of Streptococcus peroris, Porphyromonadaceae family (unclassified species), Veillonella atypica, and several other taxa. No specific pattern of microbiome composition related to clinically diagnosed VAIs was observed. CONCLUSIONS: Our data demonstrate decreasing alpha diversity with increasing VAIN score and days of intubation. No specific microbiome pattern was associated with clinically diagnosed VAI.


Subject(s)
Microbiota , Pneumonia, Ventilator-Associated , Child , Child, Preschool , Humans , Microbiota/genetics , Pneumonia, Ventilator-Associated/diagnosis , Respiration, Artificial , Trachea/microbiology , United States , Ventilators, Mechanical
3.
J Infect Public Health ; 14(9): 1254-1262, 2021 Sep.
Article in English | MEDLINE | ID: mdl-34479076

ABSTRACT

OBJECTIVE: To describe variables used by Saudi pediatric intensivists to make antibiotic-related decisions for children with suspected severe bacterial infections. METHODS: We conducted a cross-sectional survey, which was developed using a multi-step methodological approach. The survey included 4 clinical scenarios of the most relevant bacterial infections in pediatric critical care (pneumonia, sepsis, meningitis and intra-abdominal infection). The potential determinants of antibiotic treatment duration addressed in all scenarios included clinical variables (patient characteristics, disease severity), laboratory infection markers, radiologic findings, and pathogens. RESULTS: The response rate was 65% (55/85). Eight variables (immunodeficiency, 3 months of age, 2 or more organ dysfunctions, Pediatric Risk of Mortality III score >10, leukocytosis, elevated C-reactive protein [CRP], elevated erythrocyte sedimentation rate [ESR], and elevated procalcitonin [PCT]) were associated with prolonging antibiotic treatment duration for all 4 clinical scenarios, with a median increase ranging from 3.0 days (95% confidence interval [CI] 0.5, 3.5, leukocytosis) to 8.8 days (95% CI 5.5, 10.5, immunodeficiency). There were no variables that were consistently associated with shortening antibiotic duration across all scenarios. Lastly, the proportion of physicians who would continue antibiotics for ≥5 days despite a positive viral polymerase chain reaction test result was 67% for pneumonia, 85% for sepsis, 63% for meningitis, and 95% for intra-abdominal infections. CONCLUSION: Antibiotic-related decisions for critically ill patients are complex and depend on several factors. Saudi pediatric intensivists will use prolonged courses of antibiotics for younger patients, patients with severe clinical picture, and patients with persistently elevated laboratory markers and hospital acquired infections, even when current literature and guidelines do not suggest such practices. Antimicrobial stewardship programs should include interventions to address these misconceptions to ensure the rational use of antibiotics in pediatric intensive care units.


Subject(s)
Bacterial Infections , Anti-Bacterial Agents/therapeutic use , Bacterial Infections/drug therapy , Biomarkers , Child , Child, Preschool , Cross-Sectional Studies , Humans , Intensive Care Units , Intensive Care Units, Pediatric , Saudi Arabia
4.
Pediatr Crit Care Med ; 22(10): 859-869, 2021 10 01.
Article in English | MEDLINE | ID: mdl-33965989

ABSTRACT

OBJECTIVES: To evaluate a guideline for antibiotic decisions in children with suspected ventilator-associated infection. DESIGN: Prospective, observational cohort study conducted in 22 PICUs in the United States and Canada. SETTING: PICUs in 22 hospitals from April 2017 to January 2019. SUBJECTS: Children less than 3 years old on mechanical ventilation greater than 48 hours who had respiratory secretions cultured and antibiotics initiated for suspected ventilator-associated infection. INTERVENTIONS: After baseline data collection in children with suspected ventilator-associated infection (Phase 1), a consensus guideline was developed for advising antibiotic continuation or stopping at 48-72 hours (Phase 2) and implemented (Phase 3). Guideline-based antibiotic recommendations were provided to the treating clinicians once clinical and microbiologic data were available. Demographic and outcome data were collected, and guideline compliance and antibiotic utilization evaluated for Phase 1 and Phase 3. MEASUREMENTS AND MAIN RESULTS: Despite education and implementation efforts, guideline-concordant antibiotic management occurred in 158 of 227 (70%) Phase 3 subjects compared with 213 of 281 (76%) in Phase 1. Illness severity and positive respiratory cultures were the primary determinants of antibiotic continuation. For subjects with a positive respiratory culture but a score for which antibiotic discontinuation was recommended (score ≤ 2), only 27% of Phase 3 subjects had antibiotics discontinued. Antibiotic continuation was not associated with improved outcomes in these subjects and was associated with significantly longer duration of ventilation (median 5.5 d longer) and PICU stay (5 d longer) in the overall study population. Positive respiratory cultures were not associated with outcomes irrespective of antibiotic treatment. CONCLUSIONS: Antibiotic guideline efficacy and safety remain uncertain due to clinician failure to follow the guideline, instead primarily relying on respiratory culture results. Strategies to overcome clinician perceptions of respiratory cultures and other barriers will be vital for improving guideline adherence and antibiotic use in suspected ventilator-associated infection in future studies.


Subject(s)
Anti-Bacterial Agents , Ventilators, Mechanical , Anti-Bacterial Agents/therapeutic use , Child , Child, Preschool , Guideline Adherence , Humans , Prospective Studies , Respiration, Artificial/adverse effects , United States
5.
J Am Med Inform Assoc ; 28(6): 1330-1344, 2021 06 12.
Article in English | MEDLINE | ID: mdl-33594410

ABSTRACT

Clinical decision-making is based on knowledge, expertise, and authority, with clinicians approving almost every intervention-the starting point for delivery of "All the right care, but only the right care," an unachieved healthcare quality improvement goal. Unaided clinicians suffer from human cognitive limitations and biases when decisions are based only on their training, expertise, and experience. Electronic health records (EHRs) could improve healthcare with robust decision-support tools that reduce unwarranted variation of clinician decisions and actions. Current EHRs, focused on results review, documentation, and accounting, are awkward, time-consuming, and contribute to clinician stress and burnout. Decision-support tools could reduce clinician burden and enable replicable clinician decisions and actions that personalize patient care. Most current clinical decision-support tools or aids lack detail and neither reduce burden nor enable replicable actions. Clinicians must provide subjective interpretation and missing logic, thus introducing personal biases and mindless, unwarranted, variation from evidence-based practice. Replicability occurs when different clinicians, with the same patient information and context, come to the same decision and action. We propose a feasible subset of therapeutic decision-support tools based on credible clinical outcome evidence: computer protocols leading to replicable clinician actions (eActions). eActions enable different clinicians to make consistent decisions and actions when faced with the same patient input data. eActions embrace good everyday decision-making informed by evidence, experience, EHR data, and individual patient status. eActions can reduce unwarranted variation, increase quality of clinical care and research, reduce EHR noise, and could enable a learning healthcare system.


Subject(s)
Learning Health System , Clinical Decision-Making , Computers , Documentation , Electronic Health Records , Humans
6.
Crit Care Med ; 48(8): 1120-1128, 2020 08.
Article in English | MEDLINE | ID: mdl-32697481

ABSTRACT

OBJECTIVES: Acute respiratory failure is a common reason for admission to PICUs. Short- and long-term effects on pulmonary health in previously healthy children after acute respiratory failure requiring mechanical ventilation are unknown. The aim was to determine if clinical course or characteristics of mechanical ventilation predict persistent respiratory morbidity at follow-up. DESIGN: Prospective cohort study with follow-up questionnaires at 6 and 12 months. SETTING: Ten U.S. PICUs. PATIENTS: Two-hundred fifty-five children were included in analysis after exclusion for underlying chronic disease or incomplete data. One-hundred fifty-eight and 130 children had follow-up data at 6 and 12 months, respectively. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Pulmonary dysfunction at discharge a priori defined as one of: mechanical ventilation, supplemental oxygen, bronchodilators or steroids at 28 days or discharge. Persistent respiratory morbidity a priori defined as a respiratory PedsQL, a pediatric quality of life measure, greater than or equal to 5 or asthma diagnosis, bronchodilator or inhaled steroids, or unscheduled clinical evaluation for respiratory symptoms. Multivariate backward stepwise regression using Akaike information criterion minimization determined independent predictors of these outcomes. Pulmonary dysfunction at discharge was present in 34% of patients. Positive bacterial respiratory culture predicted pulmonary dysfunction at discharge (odds ratio, 4.38; 95% CI, 1.66-11.56). At 6- and 12-month follow-up 42% and 44% of responders, respectively, had persistent respiratory morbidity. Pulmonary dysfunction at discharge was associated with persistent respiratory morbidity at 6 months, and persistent respiratory morbidity at 6 months was strongly predictive of 12-month persistent respiratory morbidity (odds ratio, 18.58; 95% CI, 6.68-52.67). Positive bacterial respiratory culture remained predictive of persistent respiratory morbidity in patients at both follow-up points. CONCLUSIONS: Persistent respiratory morbidity develops in up to potentially 44% of previously healthy children less than or equal to 24 months old at follow-up after acute respiratory failure requiring mechanical ventilation. This is the first study, to our knowledge, to suggest a prevalence of persistent respiratory morbidity and the association between positive bacterial respiratory culture and pulmonary morbidity in a population of only previously healthy children with acute respiratory failure.


Subject(s)
Respiratory Insufficiency/complications , Respiratory Tract Diseases/etiology , Acute Disease , Follow-Up Studies , Humans , Infant , Infant, Newborn , Male , Prospective Studies , Respiration, Artificial/statistics & numerical data , Respiratory Insufficiency/therapy , Respiratory Tract Diseases/epidemiology , Risk Factors , Surveys and Questionnaires , Time Factors
7.
Pediatr Crit Care Med ; 21(9): e696-e706, 2020 09.
Article in English | MEDLINE | ID: mdl-32639469

ABSTRACT

OBJECTIVES: We hypothesized that antibiotic use in PICUs is based on criteria not always supported by evidence. We aimed to describe determinants of empiric antibiotic use in PICUs in eight different countries. DESIGN: Cross-sectional survey. SETTING: PICUs in Canada, the United States, France, Italy, Saudi Arabia, Japan, Thailand, and Brazil. SUBJECTS: Pediatric intensivists. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: We used literature review and focus groups to develop the survey and its clinical scenarios (pneumonia, septic shock, meningitis, and intra-abdominal infections) in which cultures were unreliable due to antibiotic pretreatment. Data analyses included descriptive statistics and linear regression with bootstrapped SEs. Overall response rate was 39% (482/1,251), with individual country response rates ranging from 25% to 76%. Respondents in all countries prolonged antibiotic duration based on patient characteristics, disease severity, pathogens, and radiologic findings (from a median increase of 1.8 d [95% CI, 0.5-4.0 d] to 9.5 d [95% CI, 8.5-10.5 d]). Younger age, severe disease, and ventilator-associated pneumonia prolonged antibiotic treatment duration despite a lack of evidence for such practices. No variables were reported to shorten treatment duration for all countries. Importantly, more than 39% of respondents would use greater than or equal to 7 days of antibiotics for patients with a positive viral polymerase chain reaction test in all scenarios, except in France for pneumonia (29%), septic shock (13%), and meningitis (6%). The use of elevated levels of inflammatory markers to prolong antibiotic treatment duration varied among different countries. CONCLUSIONS: Antibiotic-related decisions are complex and may be influenced by cultural and contextual factors. Evidence-based criteria are necessary to guide antibiotic duration and ensure the rational use of antibiotics in PICUs.


Subject(s)
Anti-Bacterial Agents , Critical Illness , Anti-Bacterial Agents/therapeutic use , Brazil , Canada , Child , Critical Illness/therapy , Cross-Sectional Studies , France , Humans , Italy , Japan , Surveys and Questionnaires , United States
9.
Pediatr Crit Care Med ; 20(8): 697-706, 2019 08.
Article in English | MEDLINE | ID: mdl-30985606

ABSTRACT

OBJECTIVES: To develop a guideline for the decision to continue or stop antibiotics at 48-72 hours after their initiation in children with suspected ventilator-associated infection. DESIGN: Prospective, multicenter observational data collection and subsequent development of an antibiotic guideline. SETTING: Twenty-two PICUs. PATIENTS: Children less than 3 years old receiving mechanical ventilation who underwent clinical testing and initiation of antibiotics for suspected ventilator-associated infection. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Phase 1 was a prospective data collection in 281 invasively ventilated children with suspected ventilator-associated infection. The median age was 8 months (interquartile range, 4-16 mo) and 75% had at least one comorbidity. Phase 2 was development of the guideline scoring system by an expert panel employing consensus conferences, literature search, discussions with institutional colleagues, and refinement using phase 1 data. Guideline scores were then applied retrospectively to the phase 1 data. Higher scores correlated with duration of antibiotics (p < 0.001) and higher PEdiatric Logistic Organ Dysfunction 2 scores (p < 0.001) but not mortality, PICU-free days or ventilator-free days. Considering safety and outcomes based on the phase 1 data and aiming for a 25% reduction in antibiotic use, the panel recommended stopping antibiotics at 48-72 hours for guideline scores less than or equal to 2, continuing antibiotics for scores greater than or equal to 6, and offered no recommendation for scores 3, 4, and 5. The acceptability and effect of these recommendations on antibiotic use and outcomes will be prospectively tested in phase 3 of the study. CONCLUSIONS: We developed a scoring system with recommendations to guide the decision to stop or continue antibiotics at 48-72 hours in children with suspected ventilator-associated infection. The safety and efficacy of the recommendations will be prospectively tested in the planned phase 3 of the study.


Subject(s)
Anti-Bacterial Agents/therapeutic use , Pneumonia, Ventilator-Associated/drug therapy , Practice Guidelines as Topic , Respiration, Artificial/adverse effects , Consensus Development Conferences as Topic , Drug Administration Schedule , Female , Humans , Infant , Intensive Care Units, Pediatric/statistics & numerical data , Male , Prospective Studies
10.
Child Abuse Negl ; 88: 266-274, 2019 02.
Article in English | MEDLINE | ID: mdl-30551063

ABSTRACT

BACKGROUND: Evidence-based, patient-specific estimates of abusive head trauma probability can inform physicians' decisions to evaluate, confirm, exclude, and/or report suspected child abuse. OBJECTIVE: To derive a clinical prediction rule for pediatric abusive head trauma that incorporates the (positive or negative) predictive contributions of patients' completed skeletal surveys and retinal exams. PARTICIPANTS AND SETTING: 500 acutely head-injured children under three years of age hospitalized for intensive care at one of 18 sites between 2010 and 2013. METHODS: Secondary analysis of an existing, cross-sectional, prospective dataset, including (1) multivariable logistic regression to impute the results of abuse evaluations never ordered or completed, (2) regularized logistic regression to derive a novel clinical prediction rule that incorporates the results of completed abuse evaluations, and (3) application of the new prediction rule to calculate patient-specific estimates of abusive head trauma probability for observed combinations of its predictor variables. RESULTS: Applying a mean probability threshold of >0.5 to classify patients as abused, the 7-variable clinical prediction rule derived in this study demonstrated sensitivity 0.73 (95% CI: 0.66-0.79) and specificity 0.87 (95% CI: 0.82-0.90). The area under the receiver operating characteristics curve was 0.88 (95% CI: 0.85-0.92). Patient-specific estimates of abusive head trauma probability for 72 observed combinations of its seven predictor variables ranged from 0.04 (95% CI: 0.02-0.08) to 0.98 (95% CI: 0.96-0.99). CONCLUSIONS: Seven variables facilitate patient-specific estimation of abusive head trauma probability after abuse evaluation in intensive care settings.


Subject(s)
Child Abuse/diagnosis , Craniocerebral Trauma/etiology , Child, Preschool , Clinical Decision Rules , Craniocerebral Trauma/diagnostic imaging , Epidemiologic Methods , Female , Humans , Infant , Male , Mandatory Reporting , Physical Examination , Radiography , Retina/diagnostic imaging
11.
Pediatr Crit Care Med ; 19(12): e631-e636, 2018 Dec.
Article in English | MEDLINE | ID: mdl-30234739

ABSTRACT

OBJECTIVES: To compare the prevalence of infection applying the proposed pediatric ventilator-associated events criteria versus clinician-diagnosed ventilator-associated infection to subjects in the pediatric ventilator-associated infection study. DESIGN: Analysis of prospectively collected data from the pediatric ventilator-associated infection study. SETTING: PICUs of 47 hospitals in the United States, Canada, and Australia. PATIENTS: Two-hundred twenty-nine children ventilated for greater than 48 hours who had respiratory secretion cultures performed to evaluate for suspected ventilator-associated infection. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Applying the proposed pediatric ventilator-associated event criteria, 15 of 229 subjects in the ventilator-associated infection study qualified as "ventilator-associated condition" and five of 229 (2%) met criteria for "infection-related ventilator-associated complication." This was compared with 89 of 229 (39%) diagnosed as clinical ventilator-associated infection (Kappa = 0.068). Ten of 15 subjects identified as ventilator-associated condition did not meet criteria for infection-related ventilator-associated complication primarily because they did not receive 4 days of antibiotics. Ventilator-associated condition subjects were similar demographically to nonventilator-associated condition subjects and had similar mortality (13% vs 10%), PICU-free days (6.9 ± 7.7; interquartile range, 0-14 vs 9.8 ± 9.6; interquartile range, 0-19; p = 0.25), but fewer ventilator-free days (6.6 ± 9.3; interquartile range, 1-15 vs 12.4 ± 10.7; interquartile range, 0-22; p = 0.04). The clinical ventilator-associated infection diagnosis in the ventilator-associated infection study was associated with fewer PICU-free days but no difference in mortality or ventilator-free days. CONCLUSIONS: The ventilator-associated event criteria appear to be insensitive to the clinical diagnosis of ventilator-associated infection. Differentiation between ventilator-associated condition and infection-related ventilator-associated complication was primarily determined by the clinician decision to treat with antibiotics rather than clinical signs and symptoms. The utility of the proposed pediatric ventilator-associated event criteria as a surrogate for ventilator-associated infection criteria is unclear.


Subject(s)
Pneumonia, Ventilator-Associated/epidemiology , Respiration, Artificial/adverse effects , Ventilators, Mechanical/adverse effects , Case-Control Studies , Child , Child, Preschool , Female , Humans , Intensive Care Units, Pediatric/organization & administration , Length of Stay , Male , Pneumonia, Ventilator-Associated/diagnosis , Pneumonia, Ventilator-Associated/etiology , Prospective Studies , Respiration, Artificial/statistics & numerical data
13.
Pediatr Crit Care Med ; 19(2): 89-97, 2018 02.
Article in English | MEDLINE | ID: mdl-29117060

ABSTRACT

OBJECTIVES: Pertussis can cause life-threatening illness in infants. Data regarding neurodevelopment after pertussis remain scant. The aim of this study was to assess cognitive development of infants with critical pertussis 1 year after PICU discharge. DESIGN: Prospective cohort study. SETTING: Eight hospitals comprising the Eunice Kennedy Shriver National Institute for Child Health and Human Development Collaborative Pediatric Critical Care Research Network and 18 additional sites across the United States. PATIENTS: Eligible patients had laboratory confirmation of pertussis infection, were less than 1 year old, and were admitted to the PICU for at least 24 hours. INTERVENTIONS: The Mullen Scales of Early Learning was administered at a 1-year follow-up visit. Functional status was determined by examination and parental interview. MEASUREMENTS AND MAIN RESULTS: Of 196 eligible patients, 111 (57%) completed the Mullen Scales of Early Learning. The mean scores for visual reception, receptive language, and expressive language domains were significantly lower than the norms (p < 0.001), but not fine and gross motor domains. Forty-one patients (37%) had abnormal scores in at least one domain and 10 (9%) had an Early Learning Composite score 2 or more SDs below the population norms. Older age (p < 0.003) and Hispanic ethnicity (p < 0.008) were associated with lower mean Early Learning Composite score, but presenting symptoms and PICU course were not. CONCLUSIONS: Infants who survive critical pertussis often have neurodevelopmental deficits. These infants may benefit from routine neurodevelopmental screening.


Subject(s)
Developmental Disabilities/etiology , Whooping Cough/complications , Child Development , Cognition , Cohort Studies , Developmental Disabilities/epidemiology , Female , Follow-Up Studies , Humans , Infant , Intensive Care Units, Pediatric , Male , Prospective Studies , United States
14.
Pediatr Crit Care Med ; 18(9): e395-e405, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28661973

ABSTRACT

OBJECTIVES: To describe the criteria that currently guide empiric antibiotic treatment in children admitted to Canadian PICUs. DESIGN: Cross-sectional survey. SETTING: Canadian PICUs. SUBJECTS: Pediatric intensivists and pediatric infectious diseases specialists. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: We used focus groups and literature review to design the survey questions and its four clinical scenarios (sepsis, pneumonia, meningitis, and intra-abdominal infections). We analyzed our results using descriptive statistics and multivariate linear regression. Our response rate was 60% for pediatric intensivists (62/103) and 36% for pediatric infectious diseases specialists (37/103). Variables related to patient characteristics, disease severity, pathogens, and clinical, laboratory, and radiologic infection markers were associated with longer courses of antibiotics, with median increment ranging from 1.75 to 7.75 days. The presence of positive viral polymerase chain reaction result was the only variable constantly associated with a reduction in antibiotic use (median decrease from, -3.25 to -8.25 d). Importantly, 67-92% of respondents would still use a full course of antibiotics despite positive viral polymerase chain reaction result and marked clinical improvement for patients with suspected sepsis, pneumonia, and intra-abdominal infection. Clinical experience was associated with shorter courses of antibiotics for meningitis and sepsis (-1.3 d [95% CI, -2.4 to -0.2] and -1.8 d [95% CI, -2.8 to -0.7] per 10 extra years of clinical experience, respectively). Finally, site and specialty also influenced antibiotic practices. CONCLUSIONS: Decisions about antibiotic management for PICU patients are complex and involve the assessment of several different variables. With the exception of a positive viral polymerase chain reaction, our findings suggest that physicians rarely consider reducing the duration of antibiotics despite clinical improvement. In contrast, they will prolong the duration when faced with a nonreassuring characteristic. The development of objective and evidence-based criteria to guide antibiotic therapy in critically ill children is crucial to ensure the rational use of these agents in PICUs.


Subject(s)
Anti-Bacterial Agents/therapeutic use , Bacterial Infections/drug therapy , Critical Care/methods , Practice Patterns, Physicians'/statistics & numerical data , Adolescent , Bacterial Infections/diagnosis , Canada , Child , Child, Preschool , Critical Care/statistics & numerical data , Cross-Sectional Studies , Female , Health Care Surveys , Humans , Infant , Infant, Newborn , Intensive Care Units, Pediatric , Linear Models , Male
16.
JPEN J Parenter Enteral Nutr ; 41(8): 1325-1335, 2017 11.
Article in English | MEDLINE | ID: mdl-27660289

ABSTRACT

BACKGROUND AND AIMS: The pediatric Critical Illness Stress-induced Immune Suppression (CRISIS) trial compared the effectiveness of 2 nutraceutical supplementation strategies and found no difference in the development of nosocomial infection and sepsis in the overall population. We performed an exploratory post hoc analysis of interaction between nutraceutical treatments and host immune status related to the development of nosocomial infection/sepsis. METHODS: Children from the CRISIS trial were analyzed according to 3 admission immune status categories marked by decreasing immune competence: immune competent without lymphopenia, immune competent with lymphopenia, and previously immunocompromised. The comparative effectiveness of the 2 treatments was analyzed for interaction with immune status category. RESULTS: There were 134 immune-competent children without lymphopenia, 79 previously immune-competent children with lymphopenia, and 27 immunocompromised children who received 1 of the 2 treatments. A significant interaction was found between treatment arms and immune status on the time to development of nosocomial infection and sepsis ( P < .05) and on the rate of nosocomial infection and sepsis per 100 patient days ( P < .05). Whey protein treatment protected immune-competent patients without lymphopenia from infection and sepsis, both nutraceutical strategies were equivalent in immune-competent patients with lymphopenia, and zinc, selenium, glutamine, and metoclopramide treatment protected immunocompromised patients from infection and sepsis. CONCLUSIONS: The science of immune nutrition is more complex than previously thought. Future trial design should consider immune status at the time of trial entry because differential effects of nutraceuticals may be related to this patient characteristic.


Subject(s)
Critical Illness/therapy , Cross Infection/prevention & control , Dietary Supplements , Immunocompetence , Immunocompromised Host , Sepsis/prevention & control , Adolescent , Child , Child, Preschool , Cross Infection/immunology , Female , Glutamine/administration & dosage , Humans , Infant , Intensive Care Units, Pediatric , Male , Metoclopramide/administration & dosage , Nutritional Status , Prospective Studies , Selenium/administration & dosage , Sepsis/immunology , Stress, Physiological , Zinc/administration & dosage
17.
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
18.
Pediatr Infect Dis J ; 35(11): 1182-1186, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27753764

ABSTRACT

BACKGROUND: Nosocomial infection remains an important health problem in long stay (>3 days) pediatric intensive care unit (PICU) patients. Admission risk factors related to the development of nosocomial infection in long stay immune competent patients in particular are not known. METHODS: Post-hoc analysis of the previously published Critical Illness Stress induced Immune Suppression (CRISIS) prevention trial database, to identify baseline risk factors for nosocomial infection. Because there was no difference between treatment arms of that study in nosocomial infection in the population without known baseline immunocompromise, both arms were combined and the cohort that developed nosocomial infection was compared with the cohort that did not. RESULTS: There were 254 long stay PICU patients without known baseline immunocompromise. Ninety (35%) developed nosocomial infection, and 164 (65%) did not. Admission characteristics associated with increased nosocomial infection risk were increased age, higher Pediatric Risk of Mortality version III score, the diagnoses of trauma or cardiac arrest and lymphopenia (P < 0.05). The presence of sepsis or infection at admission was associated with reduced risk of developing nosocomial infection (P < 0.05). In multivariable analysis, only increasing age, cardiac arrest and existing lymphopenia remained significant admission risk factors (P < 0.05); whereas trauma tended to be related to nosocomial infection development (P = 0.07). CONCLUSIONS: These data suggest that increasing age, cardiac arrest and lymphopenia predispose long stay PICU patients without known baseline immunocompromise to nosocomial infection. These findings may inform pre-hoc stratification randomization strategies for prospective studies designed to prevent nosocomial infection in this population.


Subject(s)
Critical Illness/epidemiology , Cross Infection/epidemiology , Intensive Care Units, Pediatric , Adolescent , Child , Child, Preschool , Female , Humans , Infant , Male , Retrospective Studies , Risk Factors
19.
Pediatr Crit Care Med ; 17(10): 917-923, 2016 10.
Article in English | MEDLINE | ID: mdl-27513687

ABSTRACT

OBJECTIVES: To determine the frequency of low-tidal volume ventilation in pediatric acute respiratory distress syndrome and assess if any demographic or clinical factors improve low-tidal volume ventilation adherence. DESIGN: Descriptive post hoc analysis of four multicenter pediatric acute respiratory distress syndrome studies. SETTING: Twenty-six academic PICU. PATIENTS: Three hundred fifteen pediatric acute respiratory distress syndrome patients. MEASUREMENTS AND MAIN RESULTS: All patients who received conventional mechanical ventilation at hours 0 and 24 of pediatric acute respiratory distress syndrome who had data to calculate ideal body weight were included. Two cutoff points for low-tidal volume ventilation were assessed: less than or equal to 6.5 mL/kg of ideal body weight and less than or equal to 8 mL/kg of ideal body weight. Of 555 patients, we excluded 240 for other respiratory support modes or missing data. The remaining 315 patients had a median PaO2-to-FIO2 ratio of 140 (interquartile range, 90-201), and there were no differences in demographics between those who did and did not receive low-tidal volume ventilation. With tidal volume cutoff of less than or equal to 6.5 mL/kg of ideal body weight, the adherence rate was 32% at hour 0 and 33% at hour 24. A low-tidal volume ventilation cutoff of tidal volume less than or equal to 8 mL/kg of ideal body weight resulted in an adherence rate of 58% at hour 0 and 60% at hour 24. Low-tidal volume ventilation use was no different by severity of pediatric acute respiratory distress syndrome nor did adherence improve over time. At hour 0, overweight children were less likely to receive low-tidal volume ventilation less than or equal to 6.5 mL/kg ideal body weight (11% overweight vs 38% nonoverweight; p = 0.02); no difference was noted by hour 24. Furthermore, in the overweight group, using admission weight instead of ideal body weight resulted in misclassification of up to 14% of patients as receiving low-tidal volume ventilation when they actually were not. CONCLUSIONS: Low-tidal volume ventilation is underused in the first 24 hours of pediatric acute respiratory distress syndrome. Age, Pediatric Risk of Mortality-III, and pediatric acute respiratory distress syndrome severity were not associated with improved low-tidal volume ventilation adherence nor did adherence improve over time. Overweight children were less likely to receive low-tidal volume ventilation strategies in the first day of illness.


Subject(s)
Critical Care/methods , Guideline Adherence/statistics & numerical data , Practice Patterns, Physicians'/statistics & numerical data , Respiration, Artificial/methods , Respiratory Distress Syndrome/therapy , Adolescent , Child , Child, Preschool , Critical Care/standards , Critical Care/statistics & numerical data , Female , Humans , Infant , Infant, Newborn , Intensive Care Units, Pediatric , Male , Practice Guidelines as Topic , Respiration, Artificial/standards , Respiration, Artificial/statistics & numerical data
20.
Crit Care Med ; 44(11): 2052-2059, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27355525

ABSTRACT

OBJECTIVES: To determine whether weight extremes impact clinical outcomes in pediatric acute respiratory distress syndrome. DESIGN: Post hoc analysis of a cohort created by combining five multicenter pediatric acute respiratory distress syndrome studies. SETTING: Forty-three academic PICUs worldwide. PATIENTS: A total of 711 subjects prospectively diagnosed with pediatric acute respiratory distress syndrome. INTERVENTION: Subjects more than 2 years were included and categorized by Center for Disease Control and Prevention body mass index z score criteria: underweight (< -1.89), normal weight (-1.89 to +1.04), overweight (+1.05 to +1.64), and obese (≥ +1.65). Subjects were stratified by direct versus indirect lung injury leading to pediatric acute respiratory distress syndrome. The primary outcome was in-hospital mortality. In survivors, secondary analyses included duration of mechanical ventilation and ICU length of stay. MEASUREMENTS AND MAIN RESULTS: A total of 331 patients met inclusion criteria; 12% were underweight, 50% normal weight, 11% overweight, and 27% obese. Overall mortality was 20%. By multivariate analysis, body mass index category was independently associated with mortality (p = 0.004). When stratified by lung injury type, there was no mortality difference between body mass index groups with direct lung injury; however, in the indirect lung injury group, the odds of mortality in the obese were significantly lower than normal weight subjects (odds ratio, 0.11; 95% CI, 0.02-0.84). Survivors with direct lung injury had no difference in the duration of mechanical ventilation or ICU length of stay; however, those with indirect lung injury, the overweight required longer duration of mechanical ventilation than other groups (p < 0.001). CONCLUSIONS: These data support the obesity paradox in pediatric acute respiratory distress syndrome. Obese children with indirect lung injury pediatric acute respiratory distress syndrome have a lower risk of mortality. Importantly, among survivors, the overweight with indirect lung injury requires longer duration of mechanical ventilation. Our data require prospective validation to further elucidate the pathobiology of this phenomenon.


Subject(s)
Body Mass Index , Length of Stay/statistics & numerical data , Respiratory Insufficiency/mortality , Child , Female , Humans , Intensive Care Units, Pediatric , Male , Multivariate Analysis , Overweight/epidemiology , Pediatric Obesity/epidemiology , Respiration, Artificial/statistics & numerical data , Respiratory Insufficiency/therapy , Survivors
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