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1.
Crit Care Med ; 52(3): 396-406, 2024 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-37889228

RESUMO

OBJECTIVE: Terminal extubation (TE) and terminal weaning (TW) during withdrawal of life-sustaining therapies (WLSTs) have been described and defined in adults. The recent Death One Hour After Terminal Extubation study aimed to validate a model developed to predict whether a child would die within 1 hour after discontinuation of mechanical ventilation for WLST. Although TW has not been described in children, pre-extubation weaning has been known to occur before WLST, though to what extent is unknown. In this preplanned secondary analysis, we aim to describe/define TE and pre-extubation weaning (PW) in children and compare characteristics of patients who had ventilatory support decreased before WLST with those who did not. DESIGN: Secondary analysis of multicenter retrospective cohort study. SETTING: Ten PICUs in the United States between 2009 and 2021. PATIENTS: Nine hundred thirteen patients 0-21 years old who died after WLST. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: 71.4% ( n = 652) had TE without decrease in ventilatory support in the 6 hours prior. TE without decrease in ventilatory support in the 6 hours prior = 71.4% ( n = 652) of our sample. Clinically relevant decrease in ventilatory support before WLST = 11% ( n = 100), and 17.6% ( n = 161) had likely incidental decrease in ventilatory support before WLST. Relevant ventilator parameters decreased were F io2 and/or ventilator set rates. There were no significant differences in any of the other evaluated patient characteristics between groups (weight, body mass index, unit type, primary diagnostic category, presence of coma, time to death after WLST, analgosedative requirements, postextubation respiratory support modality). CONCLUSIONS: Decreasing ventilatory support before WLST with extubation in children does occur. This practice was not associated with significant differences in palliative analgosedation doses or time to death after extubation.


Assuntos
Extubação , Desmame do Respirador , Criança , Adulto , Humanos , Recém-Nascido , Lactente , Pré-Escolar , Adolescente , Adulto Jovem , Estudos Retrospectivos , Respiração Artificial , Suspensão de Tratamento
2.
Pediatr Crit Care Med ; 25(4): 364-374, 2024 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-38059732

RESUMO

OBJECTIVE: Perform a scoping review of supervised machine learning in pediatric critical care to identify published applications, methodologies, and implementation frequency to inform best practices for the development, validation, and reporting of predictive models in pediatric critical care. DESIGN: Scoping review and expert opinion. SETTING: We queried CINAHL Plus with Full Text (EBSCO), Cochrane Library (Wiley), Embase (Elsevier), Ovid Medline, and PubMed for articles published between 2000 and 2022 related to machine learning concepts and pediatric critical illness. Articles were excluded if the majority of patients were adults or neonates, if unsupervised machine learning was the primary methodology, or if information related to the development, validation, and/or implementation of the model was not reported. Article selection and data extraction were performed using dual review in the Covidence tool, with discrepancies resolved by consensus. SUBJECTS: Articles reporting on the development, validation, or implementation of supervised machine learning models in the field of pediatric critical care medicine. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Of 5075 identified studies, 141 articles were included. Studies were primarily (57%) performed at a single site. The majority took place in the United States (70%). Most were retrospective observational cohort studies. More than three-quarters of the articles were published between 2018 and 2022. The most common algorithms included logistic regression and random forest. Predicted events were most commonly death, transfer to ICU, and sepsis. Only 14% of articles reported external validation, and only a single model was implemented at publication. Reporting of validation methods, performance assessments, and implementation varied widely. Follow-up with authors suggests that implementation remains uncommon after model publication. CONCLUSIONS: Publication of supervised machine learning models to address clinical challenges in pediatric critical care medicine has increased dramatically in the last 5 years. While these approaches have the potential to benefit children with critical illness, the literature demonstrates incomplete reporting, absence of external validation, and infrequent clinical implementation.


Assuntos
Estado Terminal , Sepse , Adulto , Recém-Nascido , Humanos , Criança , Ciência de Dados , Estudos Retrospectivos , Cuidados Críticos , Sepse/diagnóstico , Sepse/terapia , Aprendizado de Máquina Supervisionado
3.
Cost Eff Resour Alloc ; 21(1): 34, 2023 May 31.
Artigo em Inglês | MEDLINE | ID: mdl-37259074

RESUMO

BACKGROUND: Approximately 30-70% of patients who have undergone allogeneic (allo) hematopoietic stem cell transplantation (HSCT) eventually experience chronic graft-versus-host disease (cGVHD). Patients who develop steroid-refractory (SR)-cGVHD are the most severely impacted due to significant disease and financial burden. There remains an unmet need for safe, efficacious, and accessible treatments for these patients. The objective of this study was to determine the cost effectiveness of ruxolitinib for treatment of SR-cGvHD from the Singapore healthcare system perspective. METHODS: Based on data from the REACH3 randomized open-label trial, a semi-Markov model was developed to evaluate cost-effectiveness of ruxolitinib compared with investigators' choice of best alternative therapy (BAT) for treatment of patients > 12 years of age with SR-cGVHD in Singapore over a 40-year time horizon. The model only considered direct medical-care costs related to the treatment of SR-cGVHD and reported them in Singapore Dollars (SGD). Half-cycle correction was applied to all costs and outcomes, which were discounted at 3%. Probabilistic sensitivity analysis (PSA), one-way sensitivity analysis (OWSA), and scenario analysis were conducted to explore the drivers of uncertainty in the model. RESULTS: In the deterministic base case, more life years (LY; 10.28 vs. 9.42) and quality-adjusted life years (QALYs; 7.31 vs. 6.51) were gained with ruxolitinib than BAT at higher costs (SGD 303,214 vs. SGD 302,673) leading to an incremental cost-effectiveness ratio (ICER) of SGD 677/QALY. At a willingness-to-pay threshold of SGD 75,000/QALY gained, PSA found that ruxolitinib had a 78.52% probability of being cost-effective. Findings were sensitive to variations in non-responder utilities in the BAT arm and duration of BAT treatment in the OWSA, or comparison to either methotrexate (MTX) or mycophenolic acid as a single comparator in the scenario analysis. ICERs remained lower than SGD 75,000/QALY in all other tested variations and scenarios. CONCLUSION: Ruxolitinib is likely to be cost-effective from Singapore healthcare system's perspective for patients with SR-cGVHD, which is promising in the management of patients with unmet clinical needs.

4.
J Pediatr Hematol Oncol ; 45(3): e309-e314, 2023 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-36729758

RESUMO

BACKGROUND: There is a paucity of multicenter data describing the impact of coronavirus disease 2019 (COVID-19) on hospitalized pediatric oncology patients. Using a large, multicenter, Society of Critical Care Medicine (SCCM) Discovery Viral Infection and Respiratory Illness University Study (VIRUS) database, we aimed at assessing outcomes of COVID-19 infection in this population. METHOD: This is a matched-cohort study involving children below 18 years of age hospitalized with COVID-19 between March 2020 and January 2021. Using the VIRUS; COVID-19 Registry database, children with oncologic diseases were compared with propensity score matched (age groups, sex, race, and ethnicity) cohort of children without oncologic diseases for the prevalence of Multisystem Inflammatory Syndrome in Children (MIS-C), intensive care unit (ICU) admission, interventions, hospital, and ICU length of stay. RESULTS: The number of children in the case and control groups was 45 and 180, respectively. ICU admission rate was similar in both groups ([47.7 vs 51.7%], P =0.63). The proportion of children requiring noninvasive and invasive mechanical ventilation, and its duration were similar between groups, same as hospital mortality. Interestingly, MIS-C was significantly lower in the oncology group compared with the control (2.4 vs 24.6%; P =0.0002). CONCLUSIONS: In this study using a multicenter VIRUS database, ICU admission rate, interventions, and outcomes of COVID-19 were similar in children with the oncologic disease compared with control patients. The incidence of MIS-C is lower in oncologic patients.


Assuntos
COVID-19 , Neoplasias , Criança , Humanos , COVID-19/epidemiologia , Estudos de Coortes , SARS-CoV-2 , Cuidados Críticos , Unidades de Terapia Intensiva , Neoplasias/complicações , Neoplasias/epidemiologia , Neoplasias/terapia , Sistema de Registros
5.
Pediatr Crit Care Med ; 24(6): 463-472, 2023 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-36877028

RESUMO

OBJECTIVES: To describe the doses of opioids and benzodiazepines administered around the time of terminal extubation (TE) to children who died within 1 hour of TE and to identify their association with the time to death (TTD). DESIGN: Secondary analysis of data collected for the Death One Hour After Terminal Extubation study. SETTING: Nine U.S. hospitals. PATIENTS: Six hundred eighty patients between 0 and 21 years who died within 1 hour after TE (2010-2021). MEASUREMENTS AND MAIN RESULTS: Medications included total doses of opioids and benzodiazepines 24 hours before and 1 hour after TE. Correlations between drug doses and TTD in minutes were calculated, and multivariable linear regression performed to determine their association with TTD after adjusting for age, sex, last recorded oxygen saturation/F io2 ratio and Glasgow Coma Scale score, inotrope requirement in the last 24 hours, and use of muscle relaxants within 1 hour of TE. Median age of the study population was 2.1 years (interquartile range [IQR], 0.4-11.0 yr). The median TTD was 15 minutes (IQR, 8-23 min). Forty percent patients (278/680) received either opioids or benzodiazepines within 1 hour after TE, with the largest proportion receiving opioids only (23%, 159/680). Among patients who received medications, the median IV morphine equivalent within 1 hour after TE was 0.75 mg/kg/hr (IQR, 0.3-1.8 mg/kg/hr) ( n = 263), and median lorazepam equivalent was 0.22 mg/kg/hr (IQR, 0.11-0.44 mg/kg/hr) ( n = 118). The median morphine equivalent and lorazepam equivalent rates after TE were 7.5-fold and 22-fold greater than the median pre-extubation rates, respectively. No significant direct correlation was observed between either opioid or benzodiazepine doses before or after TE and TTD. After adjusting for confounding variables, regression analysis also failed to show any association between drug dose and TTD. CONCLUSIONS: Children after TE are often prescribed opioids and benzodiazepines. For patients dying within 1 hour of TE, TTD is not associated with the dose of medication administered as part of comfort care.


Assuntos
Analgesia , Lorazepam , Criança , Humanos , Pré-Escolar , Extubação , Dor/tratamento farmacológico , Analgésicos Opioides/uso terapêutico , Morfina/uso terapêutico , Benzodiazepinas
6.
Crit Care Med ; 50(1): e40-e51, 2022 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-34387240

RESUMO

OBJECTIVES: Multicenter data on the characteristics and outcomes of children hospitalized with coronavirus disease 2019 are limited. Our objective was to describe the characteristics, ICU admissions, and outcomes among children hospitalized with coronavirus disease 2019 using Society of Critical Care Medicine Discovery Viral Infection and Respiratory Illness Universal Study: Coronavirus Disease 2019 registry. DESIGN: Retrospective study. SETTING: Society of Critical Care Medicine Viral Infection and Respiratory Illness Universal Study (Coronavirus Disease 2019) registry. PATIENTS: Children (< 18 yr) hospitalized with coronavirus disease 2019 at participating hospitals from February 2020 to January 2021. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: The primary outcome was ICU admission. Secondary outcomes included hospital and ICU duration of stay and ICU, hospital, and 28-day mortality. A total of 874 children with coronavirus disease 2019 were reported to Viral Infection and Respiratory Illness Universal Study registry from 51 participating centers, majority in the United States. Median age was 8 years (interquartile range, 1.25-14 yr) with a male:female ratio of 1:2. A majority were non-Hispanic (492/874; 62.9%). Median body mass index (n = 817) was 19.4 kg/m2 (16-25.8 kg/m2), with 110 (13.4%) overweight and 300 (36.6%) obese. A majority (67%) presented with fever, and 43.2% had comorbidities. A total of 238 of 838 (28.2%) met the Centers for Disease Control and Prevention criteria for multisystem inflammatory syndrome in children, and 404 of 874 (46.2%) were admitted to the ICU. In multivariate logistic regression, age, fever, multisystem inflammatory syndrome in children, and pre-existing seizure disorder were independently associated with a greater odds of ICU admission. Hospital mortality was 16 of 874 (1.8%). Median (interquartile range) duration of ICU (n = 379) and hospital (n = 857) stay were 3.9 days (2-7.7 d) and 4 days (1.9-7.5 d), respectively. For patients with 28-day data, survival was 679 of 787, 86.3% with 13.4% lost to follow-up, and 0.3% deceased. CONCLUSIONS: In this observational, multicenter registry of children with coronavirus disease 2019, ICU admission was common. Older age, fever, multisystem inflammatory syndrome in children, and seizure disorder were independently associated with ICU admission, and mortality was lower among children than mortality reported in adults.


Assuntos
COVID-19/complicações , COVID-19/epidemiologia , COVID-19/fisiopatologia , Criança Hospitalizada/estatística & dados numéricos , Síndrome de Resposta Inflamatória Sistêmica/epidemiologia , Síndrome de Resposta Inflamatória Sistêmica/fisiopatologia , Adolescente , Fatores Etários , Índice de Massa Corporal , COVID-19/mortalidade , Criança , Pré-Escolar , Comorbidade , Feminino , Mortalidade Hospitalar/tendências , Humanos , Lactente , Unidades de Terapia Intensiva/estatística & dados numéricos , Modelos Logísticos , Masculino , Estudos Retrospectivos , SARS-CoV-2 , Síndrome de Resposta Inflamatória Sistêmica/mortalidade
7.
J Intensive Care Med ; 37(1): 60-67, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-33131382

RESUMO

INTRODUCTION: Admission to the pediatric ICU versus general pediatric floor for patients is a significant triage decision for emergency department physicians. Escalation of care within 24 hours of hospital admission is considered as a quality metric for pediatric E.R. There exists, however, a lack of data to show that such escalation leads to a poor outcome. METHODS: A retrospective cohort study was conducted to compare outcomes of patients who required escalation of care within 24 hours of hospital admission to the pediatric ICU (cases) from 01/01 2015 to 02/28 2019 with those who were directly admitted from emergency department to the PICU (controls). A total of 327 cases were compared to 931 controls. Univariate and multivariable regression analysis was done to compare the length of stay and mortality data. RESULTS: Patients who required escalation of care were significantly younger (median age 1.9 years compared to 4.6 years for controls) and had lower severity of illness score (PIM 3). Cases had a much higher proportion of respiratory diagnosis. ICU length of stay, hospital length of stay and the direct cost was significantly higher for cases compared to controls. This difference persisted for all age groups and respiratory diagnosis. The cost of care, however, was only different for 1-5 years and >5 years age groups. The difference in ICU length of stay (Δ11.1%) and hospital length of stay (Δ7.8%) persisted on multivariate regression analysis after controlling for age, sex, PIM3 score, and diagnostic variables. There was no difference in mortality on the univariate or multivariate analysis between the 2 groups. CONCLUSIONS: Patients who required escalation of care within 24 hours of hospital admissions have more prolonged ICU and hospital stay and potentially increased cost of care. This measure should be considered while making patient disposition decisions in the emergency department.


Assuntos
Hospitalização , Unidades de Terapia Intensiva Pediátrica , Tempo de Internação , Pré-Escolar , Serviço Hospitalar de Emergência , Mortalidade Hospitalar , Humanos , Lactente , Estudos Retrospectivos
8.
Pediatr Emerg Care ; 38(12): 678-685, 2022 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-35138768

RESUMO

OBJECTIVE: Children who require early escalation of care (EOC) to the pediatric intensive care unit (PICU) after floor admission have higher mortality and increased hospital length of stay (LOS) as compared with direct emergency department (ED) admissions. This study was designed to identify subgroups of patients within this cohort (EOC to PICU within 24 hours of hospital admission) who have worse outcomes (actual PICU LOS [aLOS] > predicted PICU LOS [pLOS]). METHODS: This was a retrospective single-center cohort study. Patients who required EOC to PICU from January 2015 to December 2019 within 24 hours of admission were included. Postoperative patients, missing cause of EOC, and mortality were excluded. Predicted LOS was calculated based on Pediatric Risk of Mortality scores. Patients with aLOS > pLOS (group A) were compared with patients with aLOS ≤ pLOS (group B). Multivariable logistic regression was performed to adjust for confounders. RESULTS: Of 587 patients transferred to PICU after hospital admission during the study period, 286 patients met the study criteria (group A, n = 69; group B, n = 217). The 2 groups were similar in age, race, the severity of illness, and ED vitals and therapies. A higher proportion of patients in group B had EOC ≤ 6 hours of admission (51.1% vs 36.2%, P = 0.03), and a higher proportion in group A required Mechanical ventilation (56% vs 34%, P = 0.01). On multivariable regression, patients who required EOC to PICU after 6 hours after admission (adjusted odds ratio, 2.27; 95% confidence interval [CI] 1.2, 4.0), p,<0.01) and patients admitted to the floor from referral hospitals (adjusted odds ratio, 1.8; 95% confidence interval, 1.0-3.2), P = 0.04) had higher risk of greater than PLOS. CONCLUSIONS: Among patients who required EOC to PICU, risk factors associated with aLOS > pLOS were patients who required EOC to PICU longer than 6 hours after admission to the hospital and patients admitted to the floor as a transfer from referral hospitals.


Assuntos
Unidades de Terapia Intensiva Pediátrica , Criança , Humanos , Lactente , Tempo de Internação , Estudos Retrospectivos , Estudos de Coortes , Mortalidade Hospitalar , Fatores de Risco
9.
Pediatr Emerg Care ; 38(9): 472-476, 2022 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-36040468

RESUMO

OBJECTIVE: As of early 2021, there have been over 3.5 million pediatric cases of SARS-CoV-2, including 292 pediatric deaths in the United States. Although most pediatric patients present with mild disease, they are still at risk for developing significant morbidity requiring hospitalization and intensive care unit (ICU) level of care. This study was performed to evaluate if the presence of concurrent respiratory viral infections in pediatric patients admitted to the hospital with SARS-CoV-2 was associated with an increased rate of ICU level of care. DESIGN: A multicenter, international, noninterventional, cross-sectional study using data provided through The Society of Critical Care Medicine Discovery Network Viral Infection and Respiratory Illness Universal Study database. SETTING: The medical ward and ICU of 67 participating hospitals. PATIENTS: Pediatric patients younger than 18 years hospitalized with SARS-CoV-2. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: A total of 922 patients were included. Among these patients, 391 required ICU level care and 31 had concurrent non-SARS-CoV-2 viral coinfection. In a multivariate analysis, after accounting for age, positive blood culture, positive sputum culture, preexisting chronic medical conditions, the presence of a viral respiratory coinfection was associated with need for ICU care (odds ratio, 3.6; 95% confidence interval, 1.6-9.4; P < 0.01). CONCLUSIONS: This study demonstrates an association between concurrent SARS-CoV-2 infection with viral respiratory coinfection and the need for ICU care. Further research is needed to identify other risk factors that can be used to derive and validate a risk-stratification tool for disease severity in pediatric patients with SARS-CoV-2.


Assuntos
COVID-19 , Coinfecção , COVID-19/epidemiologia , COVID-19/terapia , Criança , Estudos Transversais , Humanos , Unidades de Terapia Intensiva , Fatores de Risco , SARS-CoV-2 , Estados Unidos
10.
J Clin Monit Comput ; 36(3): 809-816, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-33928469

RESUMO

The use of clinical scoring to assess for severity of respiratory distress and respiratory failure is challenging due to subjectivity and interrater variability. Transcutaneous Capnography (TcpCO2) can be used as an objective tool to assess a patient's ventilatory status. This study was designed to assess for any correlation of continuous monitoring of TcpCO2 with the respiratory clinical scores and deterioration in children admitted for acute respiratory distress. A prospective observational study over one year on children aged 2 weeks to 5 years admitted with acute respiratory distress or failure secondary to Bronchiolitis and Reactive airway disease was performed. Continuous TcpCO2 monitoring for upto 48 h was recorded. Investigators, bedside physicians, respiratory therapists, and nurses were blinded from the transcutaneous trends at the time of data collection. Total of 813 TcpCO2 measurements at standard intervals of 30 min were obtained on 38 subjects. Subjects with abnormal TcpCO2 (> 45 mmHg) were younger (6.9 ± 5.2 vs. 23.05 ± 17.7 months,) and were more likely to be on higher oxygen flow rate (0.52 L/min/kg vs 0.46 lier/min/kg, p = 0.004) and higher FiO2 (38.4 vs 33.6, p < 0.001 using heated high flow nasal cannula. No difference was found in bronchiolitis score or PEW score in subjects with normal and abnormal TcpCO2. A small but statistically significant increase in TcpCO2 was observed at the escalation of care. Even though odds of escalation of care are higher with abnormal TcpCO2 (OR 1.92), this difference did not reach statistical significance. pCO2 can provide additive information for non-invasive clinical monitoring of children requiring varying respiratory support; however, it does not provide predictive value for escalation or de-escalation of care.


Assuntos
Asma , Bronquiolite , Síndrome do Desconforto Respiratório , Monitorização Transcutânea dos Gases Sanguíneos , Dióxido de Carbono , Pré-Escolar , Humanos , Lactente , Recém-Nascido , Estudos Prospectivos , Doença Pulmonar Obstrutiva Crônica
11.
Crit Care Med ; 49(2): e140-e150, 2021 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-33372744

RESUMO

OBJECTIVE: Midline catheters are considered "midway" regarding vascular access. The objective of this systematic review was to explore the current practice, dwell time, and complication rates of midline catheters. DESIGN: Systematic review. SETTING: Search on four databases, PubMed, CINAHL, Scopus, and Embase, were conducted for English language articles published after the year 2000. MEASUREMENTS AND MAIN RESULTS: A total of 987 articles were identified, of which 31 manuscripts met the inclusion criteria and were selected for review. Quality assurance was performed based on the Newcastle-Ottawa score. Average dwell time and complication rates were calculated for studies involving adult patients and adjusted for sample size. This analysis included data from the placement of 18,972 midline catheters across five countries. Aside from two randomized control trials, most of the studies analyzed were cohort studies. One pediatric and two neonatal studies were included. The average dwell time was 16.3 days (n = 4,412). The adjusted mean infection rate was 0.28/1,000 catheter days, with 64% of studies not reporting any infection with midline catheter. The failure rate of midline catheters was 12.5%. Adjusted average rates of other significant complications included the following: deep vein thrombosis (4.1%), dislodgement (5.0%), occlusion (3.8%), phlebitis (3.4%), and infiltration (1.9%). CONCLUSIONS: The dwell times and failure rates of midline catheters compare favorably against published data on other types of catheters. Their infection rates are also lower than the reported rates of central venous catheters; however, they have a higher rate of mechanical complications. Active surveillance of infections due to midline catheters is recommended. More data are needed from pediatric and neonatal populations.


Assuntos
Infecções Relacionadas a Cateter/prevenção & controle , Cateterismo Venoso Central/efeitos adversos , Cateteres de Demora/efeitos adversos , Cuidados Críticos/estatística & dados numéricos , Adulto , Obstrução do Cateter/etiologia , Infecções Relacionadas a Cateter/etiologia , Cateterismo Venoso Central/métodos , Cateteres de Demora/estatística & dados numéricos , Criança , Humanos , Recém-Nascido , Fatores de Risco , Sepse/prevenção & controle
12.
Pediatr Crit Care Med ; 22(7): 603-615, 2021 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-33965987

RESUMO

OBJECTIVES: To compare clinical characteristics and outcomes of children admitted to the PICU for severe acute respiratory syndrome coronavirus 2-related illness with or without multisystem inflammatory syndrome in children. The secondary objective was to identify explanatory factors associated with outcome of critical illness defined by a composite index of in-hospital mortality and organ system support requirement. DESIGN: Retrospective cohort study. SETTING: Thirty-eight PICUs within the Viral Infection and Respiratory Illness Universal Study registry from March 2020 to January 2021. PATIENTS: Children less than 18 years with severe acute respiratory syndrome coronavirus 2-related illness with or without multisystem inflammatory syndrome in children. MEASUREMENTS AND MAIN RESULTS: Of 394 patients, 171 (43.4%) had multisystem inflammatory syndrome in children. Children with multisystem inflammatory syndrome in children were more likely younger (2-12 yr vs adolescents; p < 0.01), Black (35.6% vs 21.9%; p < 0.01), present with fever/abdominal pain than cough/dyspnea (p < 0.01), and less likely to have comorbidities (33.3% vs 61.9%; p < 0.01) compared with those without multisystem inflammatory syndrome in children. Inflammatory marker levels, use of inotropes/vasopressors, corticosteroids, and anticoagulants were higher in multisystem inflammatory syndrome in children patients (p < 0.01). Overall mortality was 3.8% (15/394), with no difference in the two groups. Diagnosis of multisystem inflammatory syndrome in children was associated with longer duration of hospitalization as compared to nonmultisystem inflammatory syndrome in children (7.5 d[interquartile range, 5-11] vs 5.3 d [interquartile range, 3-11 d]; p < 0.01). Critical illness occurred in 164 patients (41.6%) and was more common in patients with multisystem inflammatory syndrome in children compared with those without (55.6% vs 30.9%; p < 0.01). Multivariable analysis failed to show an association between critical illness and age, race, sex, greater than or equal to three signs and symptoms, or greater than or equal to two comorbidities among the multisystem inflammatory syndrome in children cohort. Among nonmultisystem inflammatory syndrome in children patients, the presence of greater than or equal to two comorbidities was associated with greater odds of critical illness (odds ratio 2.95 [95% CI, 1.61-5.40]; p < 0.01). CONCLUSIONS: This study delineates significant clinically relevant differences in presentation, explanatory factors, and outcomes among children admitted to PICU with severe acute respiratory syndrome coronavirus 2-related illness stratified by multisystem inflammatory syndrome in children.


Assuntos
COVID-19 , Adolescente , Criança , Cuidados Críticos , Estado Terminal , Hospitalização , Humanos , Unidades de Terapia Intensiva Pediátrica , Sistema de Registros , Estudos Retrospectivos , SARS-CoV-2 , Síndrome de Resposta Inflamatória Sistêmica
13.
J Trop Pediatr ; 67(3)2021 07 02.
Artigo em Inglês | MEDLINE | ID: mdl-32853362

RESUMO

BACKGROUND: Implementation of checklists has been shown to be effective in improving patient safety. This study aims to evaluate the effectiveness of implementation of a checklist for daily care processes into clinical practice of pediatric intensive care units (PICUs) with limited resources. METHODS: Prospective before-after study in eight PICUs from China, Congo, Croatia, Fiji, and India after implementation of a daily checklist into the ICU rounds. RESULTS: Seven hundred and thirty-five patients from eight centers were enrolled between 2015 and 2017. Baseline stage had 292 patients and post-implementation 443. The ICU length of stay post-implementation decreased significantly [9.4 (4-15.5) vs. 7.3 (3.4-13.4) days, p = 0.01], with a nominal improvement in the hospital length of stay [15.4 (8.4-25) vs. 12.6 (7.5-24.4) days, p = 0.055]. The hospital mortality and ICU mortality between baseline group and post-implementation group did not show a significant difference, 14.4% vs. 11.3%; p = 0.22 for each. There was a variable impact of checklist implementation on adherence to various processes of care recommendations. A decreased exposure in days was noticed for; mechanical ventilation from 42.6% to 33.8%, p < 0.01; central line from 31.3% to 25.3%, p < 0.01; and urinary catheter from 30.6% to 24.4%, p < 0.01. Although there was an increased utilization of antimicrobials (89.9-93.2%, p < 0.01). CONCLUSIONS: Checklists for the treatment of acute illness and injury in the PICU setting marginally impacted the outcome and processes of care. The intervention led to increasing adherence with guidelines in multiple ICU processes and led to decreased length of stay.


Assuntos
Lista de Checagem , Visitas de Preceptoria , Criança , Mortalidade Hospitalar , Humanos , Unidades de Terapia Intensiva , Unidades de Terapia Intensiva Pediátrica , Tempo de Internação , Estudos Prospectivos
14.
J Clin Ultrasound ; 47(2): 63-70, 2019 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-30393878

RESUMO

PURPOSE: This study was designed to access sensitivity and specificity of detection of lung abnormalities by the ultrasound (US) done by PICU providers of varying levels of experience compared to CXR and to assess the inter-rater reliability in the interpretation of the USG findings. METHODS: Up to three US examinations were performed on patients meeting eligibility criteria. US examinations were reported by the operator and remotely by an expert reader. Both operator and readers interpretation were correlated with CXR read by an independent pulmonologist. RESULTS: One hundred and thirty-five US examinations were performed on 91 patients over 9 months. Overall agreement between the operator and reader of the US was 0.53 (0.38-0.68). The agreement was highest with an expert-expert pair (0.75) and lowest with a novice-expert pair (0.27). Sensitivity and specificity of thoracic US to detect pulmonary abnormalities showed a high sensitivity by the operator (82.5%) compared to the reader (63.4%). Specificity was 25% and 42.8%, respectively. US was overall highly sensitive to detect pneumonia (96.4%) with a 100% PPV, but only modest for bronchiolitis. CONCLUSIONS: Lungs US is a rapid and sensitive bedside tool to assess lung consolidation in children in ICU. It, however, has low negative predictive values, and negative US examinations cannot rule out lung pathology.


Assuntos
Pneumopatias/diagnóstico por imagem , Cavidade Torácica/diagnóstico por imagem , Ultrassonografia/métodos , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Recém-Nascido , Unidades de Terapia Intensiva Pediátrica , Pulmão/diagnóstico por imagem , Pulmão/patologia , Pneumopatias/patologia , Masculino , Pneumonia/diagnóstico por imagem , Pneumonia/patologia , Estudos Prospectivos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
15.
J Intensive Care Med ; 33(1): 29-36, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-27601481

RESUMO

OBJECTIVE: No risk prediction model is currently available to measure patient's probability for readmission to the pediatric intensive care unit (PICU). This retrospective case-control study was designed to assess the applicability of an adult risk prediction score (Stability and Workload Index for Transfer [SWIFT]) and to create a pediatric version (PRediction Of PICU Early Readmissions [PROPER]). DESIGN: Eighty-six unplanned early (<48 hours) PICU readmissions from January 07, 2007, to June 30, 2014, were compared with 170 random controls. Patient- and disease-specific data and PICU workload factors were compared across the 2 groups. Factors statistically significant on multivariate analysis were included in the creation of the risk prediction model. The SWIFT scores were calculated for cases and controls and compared for validation. RESULTS: Readmitted patients were younger, weighed less, and were more likely to be admitted from the emergency department. There were no differences in gender, race, or admission Pediatric Index of Mortality scores. A higher proportion of patients in the readmission group had a Pediatric Cerebral Performance Category in the moderate to severe disability category. Cases and controls did not differ with respect to staff workload at discharge or discharge day of the week; there was a much higher proportion of patients on supplemental oxygen in the readmission group. Only 2 of 5 categories in the SWIFT model were significantly different, and although the median SWIFT score was significantly higher in the readmissions group, the model discriminated poorly between cases and controls (area under the curve: 0.613). A 7-category PROPER score was created based on a multiple logistic regression model. Sensitivity of this model (score ≥12) for the detection of readmission was 81% with a positive predictive value of 0.50. CONCLUSION: We have created a preliminary model for predicting patients at risk of early readmissions to the PICU from the hospital floor. The SWIFT score is not applicable for predicting the risk for pediatric population.


Assuntos
Unidades de Terapia Intensiva Pediátrica , Readmissão do Paciente/estatística & dados numéricos , Medição de Risco , Adolescente , Fatores Etários , Peso Corporal , Estudos de Casos e Controles , Criança , Pré-Escolar , Serviço Hospitalar de Emergência , Feminino , Humanos , Lactente , Recém-Nascido , Modelos Logísticos , Masculino , Análise Multivariada , Indicadores de Qualidade em Assistência à Saúde , Curva ROC , Reprodutibilidade dos Testes , Estudos Retrospectivos , Fatores Sexuais , Carga de Trabalho/estatística & dados numéricos
16.
Pediatr Crit Care Med ; 19(8): 755-759, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29923942

RESUMO

OBJECTIVES: To evaluate the safety and efficacy of IV lidocaine in treating children and adolescents with status migraine. DESIGN: Retrospective observational study. SETTING: Single center PICU. PATIENTS: Children and adolescents admitted with status migraine. INTERVENTION: IV lidocaine. MEASUREMENT AND MAIN RESULTS: Thirty-three lidocaine infusions were administered to 28 patients with status migraine. Two patients were excluded from analysis, leaving 31 infusions administered to 26 patients for analysis. Patients' ages ranged from 10 to 19 years with an average of 14.9 ± 2.4 years. Mean duration of hospitalization was 4.6 ± 1.5 days. Lidocaine was administered as a bolus (2.9 ± 0.18 mg/kg) in 80.6% (95% CI, 63.7-90.8%) of the patients, followed by an infusion, which was started at a mean rate of 1.29 ± 0.2 mg/kg/hr with mean maximum dose of 1.56 ± 0.27 mg/kg/hr. The highest lidocaine drip was 2.25 mg/kg/hr and lowest 1.125 mg/kg/hr. Lidocaine was interrupted in one patient secondary to side effects: chest pain and anxiety. On average, it took 16.3 ± 12.9 hours for 50% reduction in pain scores (range, 1.3-40.4 hr) and 19.3 ± 19.3 hours for complete resolution (0.8-72.1). 90.3% of cases (95% CI, 75.1-96.6%) experienced pain resolution with 51.6% (95% CI, 34.8-68%) encountering a relapse of pain. Mean pain scores at the time of discharge were 1 ± 1.6 (median, 0). Both mean reported highest and lowest scores dropped over the course of the 5 days from 5.1 ± 1.9 and 2.1 ± 2.4 on day 1 to 1.0 ± 1.4 and 0 on day 5 of therapy. One-way analysis by analysis of variance for high pain score by day was statistically significant with a p value of less than 0.01. CONCLUSIONS: In the appropriate patient population, IV lidocaine may be a safe and effective treatment for children and adolescents with status migraine. Larger prospective studies need to be done not only to evaluate safety and efficacy but also the analgesic longevity of IV lidocaine post discharge.


Assuntos
Anestésicos Locais/administração & dosagem , Lidocaína/administração & dosagem , Transtornos de Enxaqueca/tratamento farmacológico , Adolescente , Criança , Feminino , Humanos , Infusões Intravenosas , Unidades de Terapia Intensiva Pediátrica , Tempo de Internação , Masculino , Uso Off-Label , Estudos Retrospectivos , Escala Visual Analógica
17.
J Clin Monit Comput ; 31(6): 1313-1320, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-27757740

RESUMO

Increasing process complexity in the pediatric intensive care unit (PICU) can lead to information overload resulting in missing pertinent information and potential errors during morning rounds. An efficient model using a novel electronic rounding tool was designed as part of a broader critical care decision support system-checklist for early recognition and treatment of acute illness and injury in pediatrics (CERTAINp). We aimed to evaluate its impact on improving the process of care during rounding. Prospective pre- and post-interventional data included: team performance baseline assessment, patient safety discussion, guideline adherence, rounding time, and a survey of Residents' and Nurses' perception using a Likert scale. Attending physicians were blinded to the components of the assessment. A total of 113 pre-intervention and 114 post-intervention roundings were recorded by direct observation. Pre-intervention (108) and post-intervention staff surveys (80) were obtained. Adherence to standard of care guidelines improved to >97 % in all data points, with maximum increase seen in discussions of ulcer prophylaxis, bowel protocol, DVT prophylaxis, skin care, glucose control and head of bed elevation (2-28 % pre-vs. 100 % for all post-intervention, p < 0.01). Significant improvement was noticed in spontaneous breathing trials, sedation breaks and need for devices (45-57 % pre- vs. 100 % for all post-intervention, p < 0.01). Rounding time (mean ± SD) increased by 2 min/patient (8.0 ± 5.8 min pre-intervention vs. 9.9 ± 5.7 min post-intervention, p = 0.002). Staff reported improved perception of all aspects of rounding. Utilization of the CERTAINp rounding tool led to perfect compliance to the discussion of best practice guidelines; had minimal impact on rounding time and improved PICU staff satisfaction.


Assuntos
Cuidados Críticos/métodos , Unidades de Terapia Intensiva Pediátrica , Monitorização Fisiológica/métodos , Processamento de Sinais Assistido por Computador , Atitude do Pessoal de Saúde , Criança , Desenho de Equipamento , Humanos , Cooperação do Paciente , Estudos Prospectivos , Software , Visitas de Preceptoria , Interface Usuário-Computador
18.
Noise Health ; 18(81): 78-84, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-26960784

RESUMO

Noise and excessive, unwanted sound in the Pediatric Intensive Care Unit (PICU) is common and has a major impact on patients' sleep and recovery. Previous research has focused mostly on absolute noise levels or included only staff as respondents to acknowledge the causes of noise and to plan for its reduction. Thus far, the suggested interventions have not ameliorated noise, and it continues to serve as a barrier to recovery. In addition to surveying PICU providers through internet-based software, patients' families were evaluated through in-person interviews utilizing a pretested instrument over 3 months. Families of patients admitted for more than 24 h were considered eligible for evaluation. Participants were asked to rank causes of noise from 1 to 8, with eight being highest, and identified potential interventions as effective or ineffective. In total, 50 families from 251 admissions and 65 staff completed the survey. Medical alarms were rated highest (mean ± standard deviation [SD], 4.9 ± 2.1 [2.8-7.0]), followed by noise from medical equipment (mean ± SD, 4.7 ± 2.1 [2.5-6.8]). This response was consistent among PICU providers and families. Suggested interventions to reduce noise included keeping a patient's room door closed, considered effective by 93% of respondents (98% of staff; 88% of families), and designated quiet times, considered effective by 82% (80% of staff; 84% of families). Keeping the patient's door closed was the most effective strategy among survey respondents. Most families and staff considered medical alarms an important contributor to noise level. Because decreasing the volume of alarms such that it cannot be heard is inappropriate, alternative strategies to alert staff of changes in vital signs should be explored.


Assuntos
Percepção Auditiva , Alarmes Clínicos/efeitos adversos , Comportamento do Consumidor/estatística & dados numéricos , Dissonias , Exposição Ambiental , Família/psicologia , Unidades de Terapia Intensiva Pediátrica , Ruído , Adulto , Atitude do Pessoal de Saúde , Criança , Dissonias/etiologia , Dissonias/prevenção & controle , Exposição Ambiental/efeitos adversos , Exposição Ambiental/análise , Exposição Ambiental/prevenção & controle , Feminino , Pesquisas sobre Atenção à Saúde , Humanos , Unidades de Terapia Intensiva Pediátrica/organização & administração , Unidades de Terapia Intensiva Pediátrica/normas , Masculino , Ruído/efeitos adversos , Ruído/prevenção & controle , Visitas a Pacientes/psicologia
19.
J Nurs Care Qual ; 30(2): 160-6, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25503373

RESUMO

Implementation of effective family-centered rounds in an intensive care unit environment is fraught with challenges. We describe the application of PDSA (Plan, Do, Study, Act) cycles in a quality improvement project to improve the process of rounds and increase family participation and provider satisfaction. We conducted pre-/postintervention surveys and used 5 process measures for a total of 1296 daily patient rounds over 7 months. We were successful in conducting family-centered rounds for 90% of patients, with 40% family participation and a 64.6% satisfactory rating by pediatric intensive care unit providers.


Assuntos
Unidades de Terapia Intensiva Pediátrica/organização & administração , Pais/psicologia , Equipe de Assistência ao Paciente , Assistência Centrada no Paciente , Relações Profissional-Família , Criança , Humanos , Minnesota , Melhoria de Qualidade , Inquéritos e Questionários
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