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2.
Rio de Janeiro; s.n; 2023. 74 f p. tab.
Tese em Português | LILACS | ID: biblio-1516507

RESUMO

O interesse da presente Dissertação surgiu com o intuito de avaliar as Unidades de Terapia Intensiva Pediátricas no aspecto de estrutura do serviço. O inquérito do estudo foi colhido de 01/07/2020 a 31/10/2020 através de um questionário autopreenchido pelos 29 médicos responsáveis técnicos e pelos 1084 profissionais de saúde atuantes nas unidades. O objetivo primário da Dissertação foi avaliar a adequabilidade de aspectos estruturais de 29 Unidades de Terapia Intensiva Pediátricas de sete estados no Brasil à regulamentação normativa que já estava vigente no país antes da pandemia, e às normativas e demandas impostas durante a pandemia. Foram analisados seletos indicadores de estrutura (recursos humanos, protocolos, estrutura física, orientações e rotinas na pandemia, educação continuada e treinamento, e recursos materiais). Na análise de indicadores para verificação de adequação à normativa regulamentadora, avaliou-se que na dimensão de recursos humanos e protocolos ao menos um terço das unidades não cumpriam requisitos previstos em norma. Em recursos humanos, as menores proporções observadas foram para a categoria de técnicos de enfermagem, médicos diaristas e fisioterapeutas (65.5%, 69.1%, 82.7%). Para protocolos clínicos, há 55.2% de unidades que têm protocolos de sepse, sedação e dor instalados e vigentes. Apesar de já haver essa defasagem em questões estruturais, quando se analisou a adequação para as normativas e demandas da pandemia, verificou-se que a resposta das unidades nas diferentes dimensões de estrutura analisadas foi em geral melhor ou semelhante ao observado em estudos feitos na mesma época na América Latina. Foram entrevistados 1084 profissionais de saúde e 60% tiveram disponibilidade de Equipamentos de Proteção Individual (EPI) para assistência em procedimentos geradores de aerossol. As unidades com financiamento privado obtiveram maiores proporções de adequação em recursos humanos para algumas categorias profissionais durante a pandemia como para médicos intensivistas (44.8% x 17.2%; p<0.01). Também houve diferença significativa em recursos materiais, como para assistência em procedimentos geradores de aerossol (31.3% x 28.8%; p=0.02). A categoria profissional que teve mais inadequação à normativa para disponibilidade de EPI foi a de técnicos de enfermagem (14.4% x 11.3%; p<0.01). O que se observou, portanto, foi que nos aspectos avaliados a situação pré-pandemia era razoável, mas já com espaços para melhorias, e durante a crise sanitária houve uma resposta comparável a resultados encontrados em outros estudos na região. Porém, se tivesse havido uma gestão mais eficiente com deslocamento adequado de recursos, é provável que a reação tivesse sido melhor. (AU)


The interest of this dissertation arose to evaluate Pediatric Intensive Care Units (PICU) in terms of service structure. The study survey was collected from 07/01/2020 to 10/31/2020 through a self-completed questionnaire by the 29 technical responsible physicians and 1084 health professionals working in the unit. The primary objective was to describe and evaluate the suitability of structural aspects of 29 Pediatric Intensive Care Units from seven states in Brazil to the normative regulation that was already in course in Brazil before the pandemic, and to the norms and demands imposed during the pandemic. It is proposed to analyze structure indicators (human resources, protocols, physical structure, guidelines and routines in the pandemic, continuing education and training, and material resources). In the analysis of indicators for verification of adequacy to the regulatory norms, it was evaluated that in the dimension of human resources and protocols, at least one third of the units did not fulfill requirements foressen in the norm. In human resources, the lowest proportions observed were for the category of nursing technicians, diarist doctors and physiotherapists (65.5%, 69.1%, 82.7%). For protocols and routines, there are 55.2% of units that have sepsis sedation and pain protocols installed and current. Despite this lag, already existing, when the suitability for the pandemic's regulations and demands was analyzed, it was found that the response of the units in the different structural dimensions analyzed was generally better or similar to that observed in studies carried out at that period in Latin America. There were 1084 health professionals interviewed and 60% had personal protective Equipment (PPE) available for assistance in aerosol- generating procedures. Units with private funding had higher proportions of adequacy in human resources for some professional categories during the pandemic such as intensive care physicians (44.8% x 17.2%; p<0.01), and material resources, such as assistance in aerosol-generating procedures (31.3% x 28.8%; p=0.02). The professional category that had the most inadequacy to the regulations for the availability for of PPE (personal protective equipment) was that of nursing technicians (14.4% x 11.3%; p<0.01). What was observed, therefore, was that in the aspects evaluated, the pre-pandemic situation was reasonable, but already with room for improvement, and during the health crisis there was a response comparable to results found in other studies in the region. However, if there had been more efficient management with adequate allocation of resources, it is likely that the reaction would have been better. (AU)


Assuntos
Pediatria , Avaliação em Saúde , Unidades de Terapia Intensiva Pediátrica/organização & administração , Unidades de Terapia Intensiva Pediátrica/provisão & distribuição , Pessoal de Saúde , COVID-19 , Sistema Único de Saúde , Brasil , Gestão em Saúde
3.
Crit Care Med ; 50(2): e117-e128, 2022 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-34495879

RESUMO

OBJECTIVES: Socioeconomic factors may impact healthcare resource use and health-related quality of life, but their association with postcritical illness outcomes is unknown. This study examines the associations between socioeconomic status, resource use, and health-related quality of life in a cohort of children recovering from acute respiratory failure. DESIGN: Secondary analysis of data from the Randomized Evaluation of Sedation Titration for Respiratory Failure clinical trial. SETTING: Thirty-one PICUs. PATIENTS: Children with acute respiratory failure enrolled whose parent/guardians consented for follow-up. MEASUREMENTS AND MAIN RESULTS: Resource use included in-home care, number of healthcare providers, prescribed medications, home medical equipment, emergency department visits, and hospital readmission. Socioeconomic status was estimated by matching residential address to census tract-based median income. Health-related quality of life was measured using age-based parent-report instruments. Resource use interviews with matched census tract data (n = 958) and health-related quality of life questionnaires (n = 750/958) were assessed. Compared with high-income children, low-income children received care from fewer types of healthcare providers (ß = -0.4; p = 0.004), used less newly prescribed medical equipment (odds ratio = 0.4; p < 0.001), and had more emergency department visits (43% vs 33%; p = 0.04). In the youngest cohort (< 2 yr old), low-income children had lower quality of life scores from physical ability (-8.6 points; p = 0.01) and bodily pain/discomfort (+8.2 points; p < 0.05). In addition, health-related quality of life was lower in those who had more healthcare providers and prescribed medications. In older children, health-related quality of life was lower if they had prescribed medications, emergency department visits, or hospital readmission. CONCLUSIONS: Children recovering from acute respiratory failure have ongoing healthcare resource use. Yet, lower income children use less in-home and outpatient services and use more hospital resources. Continued follow-up care, especially in lower income children, may help identify those in need of ongoing healthcare resources and those at-risk for decreased health-related quality of life.


Assuntos
Recursos em Saúde/provisão & distribuição , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Qualidade de Vida/psicologia , Classe Social , Criança , Pré-Escolar , Feminino , Recursos em Saúde/normas , Recursos em Saúde/estatística & dados numéricos , Humanos , Lactente , Unidades de Terapia Intensiva Pediátrica/organização & administração , Unidades de Terapia Intensiva Pediátrica/estatística & dados numéricos , Masculino , Alta do Paciente/estatística & dados numéricos
4.
Clin. biomed. res ; 42(2): 112-120, 2022.
Artigo em Português | LILACS | ID: biblio-1391470

RESUMO

Introdução: A pediatria apresenta um cenário bastante específico devido ao uso de medicamentos off-label e carência de estudos científicos direcionados à utilização de medicamentos por essa população. Assim, o farmacêutico clínico pode contribuir na identificação e prevenção de problemas relacionados a medicamentos.Métodos: Estudo de coorte retrospectivo realizado em uma unidade de terapia intensiva pediátrica de um hospital universitário do Rio Grande do Sul. Foram analisadas as intervenções farmacêuticas realizadas entre março de 2016 a julho de 2018 por farmacêuticos clínicos. Tais intervenções foram reclassificadas conforme os critérios de um instrumento de acompanhamento farmacêutico (bundle) utilizado na rotina. Foi realizada análise estatística descritiva das variáveis estudadas.Resultados: Das 582 intervenções farmacêuticas analisadas, as categorias mais prevalentes foram dose (n = 97; 16,7%), necessidade (n = 92; 15,8%) e forma farmacêutica (n = 56; 9,6%). Após reclassificação das intervenções farmacêuticas utilizando o bundle, os critérios mais prevalentes foram: critério 1 (revisão da farmacoterapia; n = 285; 49%), critério 4 (analgesia; n = 78; 13,4%) e critério 10 (antimicrobianos; n = 65; 11,2%). As classes de medicamentos mais frequentes foram os do sistema nervoso (n = 213; 36,6%) e os anti-infecciosos gerais para uso sistêmico (n = 115; 19,8%). A taxa de adesão das intervenções farmacêuticas pela equipe médica foi de 85,1%.Conclusão: A classificação das intervenções farmacêuticas utilizando o bundle pode contribuir no aperfeiçoamento do instrumento tornando-o mais viável para uso na unidade de terapia intensiva pediátrica e direcionar o trabalho do farmacêutico clínico nas situações que geram mais problemas relacionados a medicamentos.


Introduction: Pharmaceutical interventions in the pediatric setting are highly peculiar due to the use of off-label drugs associated with the lack of scientific studies on the use of drug therapies in this population. Thus, clinical pharmacists may help identify and prevent drug-related problems.Methods: We conducted a retrospective cohort study in the pediatric intensive care unit of a teaching hospital in Rio Grande do Sul, Brazil. Pharmaceutical interventions conducted between March 2016 and July 2018 were analyzed by clinical pharmacists. These interventions were reclassified according to the criteria of a routine pharmaceutical monitoring instrument (care bundle). We conducted a descriptive statistical analysis of study variables.Results: Of 582 pharmaceutical interventions analyzed, the most prevalent categories were dose adjustment (n = 97; 16.7%), need for drug therapy (n = 92; 15.8%), and dosage forms (n = 56; 9.6%). After reclassification of pharmaceutical interventions, the most prevalent criteria were criterion 1 (review of drug therapy; n = 285; 49%), criterion 4 (analgesia; n = 78; 13.4%), and criterion 10 (antimicrobials; n = 65; 11.2%). The most common drug classes were nervous system agents (n = 213; 36.6%) and anti-infectives for systemic use (n = 115; 19.8%). The rate of adherence to pharmaceutical interventions by the medical team was 85.1%.Conclusions: The classification of pharmaceutical interventions according to the pharmaceutical care bundle may help improve the instrument, allowing its use in the pediatric intensive care unit and guiding clinical pharmacists in situations causing drug-related problems.


Assuntos
Humanos , Criança , Assistência Farmacêutica/estatística & dados numéricos , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/tratamento farmacológico , Prevenção de Doenças , Unidades de Terapia Intensiva Pediátrica/organização & administração , Estudos de Coortes
5.
Arch Pediatr ; 28(8): 712-717, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-34625381

RESUMO

AIM: To assess the diagnostic performance of a simplified lung point-of-care ultrasound (POCUS) to confirm the correct positioning of an endotracheal tube (ETT) in a pediatric intensive care unit (PICU) used to chest radiography (CXR), and to compare the time to obtain the ETT position between POCUS and CXR. METHODS: We conducted a single-center prospective study in critically ill children requiring urgent endotracheal intubation. Esophageal tube malposition was first avoided using auscultation and end-tidal CO2. The ETT position was assessed with CXR and lung POCUS using the lung sliding sign on a pleural window. All of the investigators had to read guidelines and received 1-h training on the technical aspects of lung sliding. The primary objective was the accuracy of POCUS in confirming correct nonselective endotracheal intubation as compared with CXR. RESULTS: A total of 71 patients were included from December 2016 to November 2018. CXR identified proper nonselective ETT placement in 43 of 71 (61%) patients, while the rate for selective intubation was 39%. The sensitivity and specificity of POCUS as compared with CXR were 77% and 68%, respectively. Median time to POCUS was significantly shorter than CXR (2 min to perform POCUS, 10 min to obtain radiographs, p<10-4). CONCLUSION: Pleural ultrasound, although faster than CXR, appears to be inadequate for identifying selective ETT after urgent intubation in a PICU less accustomed to this kind of ultrasound. In this heterogeneous and fragile population, timely POCUS may remain useful at the bedside as compared with auscultation, aiming at guiding optimal ETT placement and reducing respiratory complications, provided by trained physicians.


Assuntos
Intubação Intratraqueal/normas , Pleura/diagnóstico por imagem , Ultrassonografia/normas , Adolescente , Criança , Pré-Escolar , Feminino , França , Humanos , Lactente , Recém-Nascido , Unidades de Terapia Intensiva Pediátrica/organização & administração , Unidades de Terapia Intensiva Pediátrica/estatística & dados numéricos , Intubação Intratraqueal/métodos , Intubação Intratraqueal/estatística & dados numéricos , Masculino , Sistemas Automatizados de Assistência Junto ao Leito , Estudos Prospectivos , Sensibilidade e Especificidade , Ultrassonografia/métodos , Ultrassonografia/estatística & dados numéricos
6.
Arch Pediatr ; 28(8): 658-662, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-34686426

RESUMO

Our objective was to compare video-assisted laryngoscopy (VAL) with direct laryngoscopy (DL) for glottic visualization in a pediatric intensive care unit in terms of the success rate in first attempts. Our study included patients aged from 1 month to 18 years who were admitted to the pediatric intensive care unit. We excluded patients with limited neck extension (C-spine immobilization, congenital abnormality), congenital anomalies (e.g., Pierre Robin syndrome, micrognathia, macroglossia), and recent airway surgery. Patients were premedicated before intubation. The time to intubation was defined as the time between the start of anesthesia and completion of intubation. The start of anesthetic induction was defined as the time the sedative was first administered. Completion of intubation was defined as the time that the end-tidal carbon dioxide tension was detected. We evaluated 120 of 135 intubations that met our inclusion criteria; 15 were excluded because in eight cases (53%) non-pediatric intensive care physicians made the initial attempts, and in seven cases (47%) the recorded intubation times were erroneous. We detected significantly higher POGO scores in the VAL group (p<0.001). VAL provided a fuller view of the glottis (Cormack and Lehane grade 1) than DL (p<0.001). Although the intubation attempts in the DL group were significantly higher (two or more attempts), no intubation failures occurred in either group.


Assuntos
Unidades de Terapia Intensiva Pediátrica/estatística & dados numéricos , Intubação Intratraqueal/instrumentação , Laringoscopia/métodos , Laringoscopia/normas , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Unidades de Terapia Intensiva Pediátrica/organização & administração , Intubação Intratraqueal/métodos , Intubação Intratraqueal/normas , Laringoscopia/estatística & dados numéricos , Masculino
7.
J Nurs Adm ; 51(10): 526-531, 2021 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-34550106

RESUMO

OBJECTIVE: This study explored the experience of pediatric ICU (PICU) nurses who volunteered at a camp for families of children and adolescents with cancer. BACKGROUND: PICU nurses are at risk of developing symptoms of posttraumatic stress disorder, compassion fatigue, depression, and burnout due to exposure(s) to traumatic events. Spending time with patients, families, and nurse colleagues at camp may reduce the effects of this exposure. METHODS: A qualitative descriptive study was conducted using content analysis. Fifteen nurse participants completed a precamp questionnaire and semistructured focus groups immediately following camp. Individual interviews were conducted 6 months after camp. RESULTS: Three categories emerged: 1) personal factors, changes in the nurses themselves; 2) patient and family factors, changes in how nurses perceived patients and families; and 3) work-related factors, relationships with colleagues. CONCLUSIONS: Supporting PICU nurses to participate with patients, families, and colleagues outside of the hospital may reduce burnout and support nurses' well-being.


Assuntos
Fadiga por Compaixão/psicologia , Estado Terminal/enfermagem , Unidades de Terapia Intensiva Pediátrica/organização & administração , Recursos Humanos de Enfermagem no Hospital/organização & administração , Voluntários/estatística & dados numéricos , Adolescente , Criança , Humanos , Neoplasias , Relações Profissional-Família , Voluntários/psicologia
8.
Arch Pediatr ; 28(7): 559-566, 2021 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-34400054

RESUMO

BACKGROUND: Intensive care units (ICUs) have seen a spike in the use of noninvasive ventilation (NIV) for many medical conditions. We sought to investigate the attitudes and clinical practice regarding the management of acute chest syndrome (ACS) with a focus on NIV in pediatric ICUs. METHOD: Members of the French Group for Pediatric Intensive Care Emergencies (GFRUP) were asked to complete an online survey on physicians' attitudes toward children with ACS admitted to the PICU during 2015. RESULTS: The survey was answered by teams from 17 PICUs (240 beds). In total, 15 centers (88%) had a local transfusion unit and 14 (82%) worked in connection with a sickle cell disease (SCD) reference center. During 2015, 360 patients with SCD were managed (median: 7 per center; 21) of whom 137 (38%) for an ACS (median: 4 ACS per center; 8). The median length of PICU stay for ACS was 5 days (3.1). Among the 137 patients who presented with ACS, 73 (53%) received simple blood transfusion and 16 (12%) received exchange transfusion. For patients who required noninvasive ventilatory support, NIV with bilevel pressure (BiPAP) was the most frequent method (n = 68, 50%), followed by continuous positive airway pressure (CPAP) (n = 23, 17%) and high-flow oxygen (n = 21, 15%). The proportion of patients on BiPAP was up to 71% in the centers most frequently managing ACS patients. CONCLUSION: BiPAP is commonly used in PICUs for SCD patients with ACS, especially in trained centers. Future physiological studies and randomized controlled trials might help to choose the best ventilatory support for ACS.


Assuntos
Síndrome Torácica Aguda/terapia , Transfusão de Sangue/normas , Ventilação não Invasiva/normas , Síndrome Torácica Aguda/epidemiologia , Adolescente , Transfusão de Sangue/métodos , Transfusão de Sangue/estatística & dados numéricos , Criança , Pré-Escolar , Feminino , França/epidemiologia , Humanos , Unidades de Terapia Intensiva Pediátrica/organização & administração , Unidades de Terapia Intensiva Pediátrica/estatística & dados numéricos , Masculino , Ventilação não Invasiva/métodos , Ventilação não Invasiva/estatística & dados numéricos , Pediatria/métodos , Estudos Retrospectivos , Estatísticas não Paramétricas , Inquéritos e Questionários , Resultado do Tratamento
9.
Clin Epigenetics ; 13(1): 152, 2021 08 05.
Artigo em Inglês | MEDLINE | ID: mdl-34353365

RESUMO

BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is characterized by changes in cell composition that occur throughout disease pathogenesis, which includes the development of fibrosis in a subset of patients. DNA methylation (DNAm) is a plausible mechanism underlying these shifts, considering that DNAm profiles differ across tissues and cell types, and DNAm may play a role in cell-type differentiation. Previous work investigating the relationship between DNAm and fibrosis in NAFLD has been limited by sample size and the number of CpG sites interrogated. RESULTS: Here, we performed an epigenome-wide analysis using Infinium MethylationEPIC array data from 325 individuals with NAFLD, including 119 with severe fibrosis and 206 with no histological evidence of fibrosis. After adjustment for latent confounders, we identified 7 CpG sites whose DNAm associated with fibrosis (p < 5.96 × 10-8). Analysis of RNA-seq data collected from a subset of individuals (N = 56) revealed that gene expression at 288 genes associated with DNAm at one or more of the 7 fibrosis-related CpGs. DNAm-based estimates of cell-type proportions showed that estimated proportions of natural killer cells increased, while epithelial cell proportions decreased with disease stage. Finally, we used an elastic net regression model to assess DNAm as a biomarker of fibrotic stage and found that our model predicted fibrosis with a sensitivity of 0.93 and provided information beyond a model based solely on cell-type proportions. CONCLUSION: These findings are consistent with DNAm as a mechanism underpinning or marking fibrosis-related shifts in cell composition and demonstrate the potential of DNAm as a possible biomarker of NAFLD fibrosis.


Assuntos
Hepatopatia Gordurosa não Alcoólica/genética , Criança , Pré-Escolar , Metilação de DNA/genética , Metilação de DNA/fisiologia , Feminino , Humanos , Unidades de Terapia Intensiva Pediátrica/organização & administração , Unidades de Terapia Intensiva Pediátrica/estatística & dados numéricos , Efeitos Adversos de Longa Duração/etiologia , Efeitos Adversos de Longa Duração/fisiopatologia , Masculino , Estadiamento de Neoplasias/métodos , Hepatopatia Gordurosa não Alcoólica/fisiopatologia
10.
Arch Pediatr ; 28(7): 567-572, 2021 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-34393025

RESUMO

BACKGROUND: Research into new markers has been intensified for early diagnosis, prognosis, and differentiation of SIRS, sepsis, and septic shock in recent years. This study aimed to investigate the role of soluble triggering receptor expressed in myeloid cells-1 (sTREM-1) and interleukin (IL)-6 in distinguishing between systemic inflammatory response syndrome (SIRS), sepsis, and septic shock in pediatric intensive care unit (PICU) patients. METHODS: Between June 2014 and July 2015, 90 consecutive patients who were treated in the PICU were included in this prospective observational study. Patients were divided into four groups: control (n = 23), SIRS (n = 22), sepsis (n = 23), and septic shock (n = 22). All patients were evaluated for white blood cell (WBC), serum C-reactive protein (CRP), procalcitonin (PCT), IL-6, and sTREM-1 levels at 0, 24, and 72 h of admission. The prognostic evaluations were made using the Pediatric Risk of Mortality III (PRISM III) and Pediatric Logistic Organ Dysfunction (PELOD) scores. Patients were evaluated in terms of age, gender, prognosis, pathogen growth in culture, PRISM III and PELOD score, WBC, CRP, PCT, IL-6, and sTREM-1 levels and a comparison was made between groups. RESULTS: There was no significant difference between all groups in terms of the 0-, 24-, and 72-h sTREM-1 values (p = 0.761, p = 0.360, and p = 0.822, respectively). CRP and PCT values did not differ between the septic shock, sepsis, and SIRS groups at 0, 24, and 72 h. In the septic shock group, the 0-h IL-6 value was significantly higher than that of the SIRS group (p = 0.025). The 24-h IL-6 value in the septic shock group was significantly higher than the values of the sepsis and SIRS groups (p = 0.048 and p = 0.043, respectively). No significant difference was detected between the septic shock, sepsis, and SIRS groups in terms of IL-6 values at 72 h. CONCLUSION: sTREM-1 is not useful for the diagnosis of infection and for distinguishing between sepsis, septic shock, and SIRS since it does not offer a clear diagnostic value for PICU patients, unlike other reliable markers such as WBC, CRP, and PCT. Elevated IL-6 levels may indicate septic shock in PICU patients. More research on sTREM-1 is needed in this setting.


Assuntos
Sepse/diagnóstico , Síndrome de Resposta Inflamatória Sistêmica/diagnóstico , Receptor Gatilho 1 Expresso em Células Mieloides/análise , Adolescente , Distribuição de Qui-Quadrado , Criança , Pré-Escolar , Diagnóstico Diferencial , Feminino , Humanos , Lactente , Recém-Nascido , Unidades de Terapia Intensiva Pediátrica/organização & administração , Unidades de Terapia Intensiva Pediátrica/estatística & dados numéricos , Masculino , Estudos Prospectivos , Estatísticas não Paramétricas
11.
Crit Care ; 25(1): 288, 2021 08 10.
Artigo em Inglês | MEDLINE | ID: mdl-34376222

RESUMO

BACKGROUND: Acute kidney injury (AKI) in pediatric critical care patients is diagnosed using elevated serum creatinine, which occurs only after kidney impairment. There are no treatments other than supportive care for AKI once it has developed, so it is important to identify patients at risk to prevent injury. This study develops a machine learning model to learn pre-disease patterns of physiological measurements and predict pediatric AKI up to 48 h earlier than the currently established diagnostic guidelines. METHODS: EHR data from 16,863 pediatric critical care patients between 1 month to 21 years of age from three independent institutions were used to develop a single machine learning model for early prediction of creatinine-based AKI using intelligently engineered predictors, such as creatinine rate of change, to automatically assess real-time AKI risk. The primary outcome is prediction of moderate to severe AKI (Stage 2/3), and secondary outcomes are prediction of any AKI (Stage 1/2/3) and requirement of renal replacement therapy (RRT). Predictions generate alerts allowing fast assessment and reduction of AKI risk, such as: "patient has 90% risk of developing AKI in the next 48 h" along with contextual information and suggested response such as "patient on aminoglycosides, suggest check level and review dose and indication". RESULTS: The model was successful in predicting Stage 2/3 AKI prior to detection by conventional criteria with a median lead-time of 30 h at AUROC of 0.89. The model predicted 70% of subsequent RRT episodes, 58% of Stage 2/3 episodes, and 41% of any AKI episodes. The ratio of false to true alerts of any AKI episodes was approximately one-to-one (PPV 47%). Among patients predicted, 79% received potentially nephrotoxic medication after being identified by the model but before development of AKI. CONCLUSIONS: As the first multi-center validated AKI prediction model for all pediatric critical care patients, the machine learning model described in this study accurately predicts moderate to severe AKI up to 48 h in advance of AKI onset. The model may improve outcome of pediatric AKI by providing early alerting and actionable feedback, potentially preventing or reducing AKI by implementing early measures such as medication adjustment.


Assuntos
Injúria Renal Aguda/diagnóstico , Aprendizado de Máquina/tendências , Adolescente , Área Sob a Curva , Criança , Pré-Escolar , Estudos de Coortes , Simulação por Computador , Cuidados Críticos/métodos , Feminino , Humanos , Lactente , Recém-Nascido , Unidades de Terapia Intensiva Pediátrica/organização & administração , Masculino , Pediatria/métodos , Curva ROC , Índice de Gravidade de Doença , Adulto Jovem
12.
Clin Epigenetics ; 13(1): 146, 2021 07 27.
Artigo em Inglês | MEDLINE | ID: mdl-34315515

RESUMO

BACKGROUND: The PEPaNIC multicenter randomized controlled trial (RCT) has shown that early administration of supplemental parenteral nutrition (early-PN) as compared with withholding PN for 1 week (late-PN) induced long-term internalizing, externalizing and total emotional/behavioral problems in critically ill children, as observed 4 years later. Early-PN was further shown to alter the methylation status of 37 CpG-sites in leukocyte DNA between admission and discharge from the pediatric intensive care unit (PICU). In a preplanned subanalysis of the PEPaNIC trial, we now investigated whether the altered methylation of these CpG-sites could statistically explain the negative impact of early-PN on emotion/behavior documented 4 years after PICU admission. RESULTS: The combination of DNA methylation data and data on behavior 4 years after PICU admission was available for 403 of the 1440 patients (aged 0-17 years at PICU admission) who were included in the PEPaNIC RCT (192 early-PN and 211 late-PN patients). Mediation analyses with use of bootstrapped multivariable non-linear regression analyses adjusted for baseline risk factors revealed that the adverse alterations by early-PN in methylation of the 37 CpG-sites together statistically explained its harmful impact on internalizing, externalizing and total emotional/behavioral problems. When adding the methylation status of the 37 CpG-sites to the models, the explanatory power improved with a 1.710 to 1.851-fold increase, and the impact of the altered methylation status of the CpG-sites explained the impact of the randomization to early-PN versus late-PN. CONCLUSIONS: Abnormal DNA methylation induced by the early use of PN in the PICU provides a biological basis for its long-term harmful effect on emotion/behavior of critically ill children 4 years after PICU admission. Trial Registration ClinicalTrials.gov NCT01536275, registered February 17, 2012, https://clinicaltrials.gov/ct2/show/NCT01536275 .


Assuntos
Nutrição Parenteral/métodos , Nutrição Parenteral/normas , Fatores de Tempo , Criança , Pré-Escolar , Metilação de DNA , Feminino , Humanos , Unidades de Terapia Intensiva Pediátrica/organização & administração , Unidades de Terapia Intensiva Pediátrica/estatística & dados numéricos , Masculino , Nutrição Parenteral/estatística & dados numéricos , Fatores de Risco
13.
Crit Care Med ; 49(10): 1779-1789, 2021 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-34259438

RESUMO

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.


Assuntos
Fidelidade a Diretrizes/normas , Síndrome do Desconforto Respiratório/prevenção & controle , Adolescente , Criança , Pré-Escolar , Feminino , Fidelidade a Diretrizes/estatística & dados numéricos , Humanos , Incidência , Lactente , Unidades de Terapia Intensiva Pediátrica/organização & administração , Unidades de Terapia Intensiva Pediátrica/estatística & dados numéricos , Modelos Logísticos , Masculino , Estudos Prospectivos , Respiração Artificial/métodos , Respiração Artificial/estatística & dados numéricos , Síndrome do Desconforto Respiratório/epidemiologia , Síndrome do Desconforto Respiratório/terapia
14.
Crit Care ; 25(1): 266, 2021 07 29.
Artigo em Inglês | MEDLINE | ID: mdl-34325729

RESUMO

BACKGROUND: Hyperchloremia and chloride load have been associated with worse clinical outcomes in critically ill patients. We sought to evaluate the electrolyte profile and clinical outcomes associated with a unit-wide transition from saline to balanced fluids for resuscitation and maintenance fluids in a pediatric intensive care unit (PICU). METHODS: A before and after analysis of all patients admitted to the PICU in a large, urban, academic hospital between August 2018 and March 2020. The transition from the use of saline to the use of balanced fluids for both resuscitation and maintenance fluid as standard care occurred in June 2019. The primary outcome was day 3 acute kidney injury (AKI). The secondary outcomes included mortality, ventilator-free days (VFDs), need for renal replacement therapy (RRT), hospital length of stay (LOS), and electrolyte abnormalities. RESULTS: Overall, 2863 patients (47% female) with a day 3 AKI rate of 12.9% (n = 130) and a mortality rate of 2.8% (n = 79) were included. After adjusting for confounders (age, PRISM III, mechanical ventilation, and immunocompromised state, septic shock), there were no significant differences in the odds of day 3 AKI (pre 13%, post 12.5%; adjusted odds ratio [aOR] 0.96, 95%CI 0.65-1.42). There were no differences in the secondary outcomes. The post-intervention period had fewer patients with hyperchloremia (pre 15.5% vs. post 10.4%, p = < 0.0001) and hyperkalemia (pre 3.2% vs. post 1.4%, p = 0.02) and more patients with hypochloremia (pre 9.5% vs. post 14.4%, p = < 0.0001) and hypokalemia (pre 38.2% vs. post 47.2%, p = < 0.0001). In reference to the normochloremic cohort, the hypochloremic cohort had an increase in day 3 AKI, need for RRT, hyperchloremia, and hyperkalemia, and a decrease in hypokalemia; and the hyperchloremic cohort had an increase in VFD and a decrease in hospital LOS. CONCLUSIONS: Following a unit-wide implementation of balanced fluids as standard care, there were no differences in rates of day 3 AKI or other clinical outcomes. However, there were lower rates of hyperkalemia and hyperchloremia and higher rates of hypokalemia and hypochloremia. Further evaluation of the effect of balanced fluids and the clinical significance of electrolyte abnormalities in critically ill children is needed.


Assuntos
Avaliação de Resultados em Cuidados de Saúde/estatística & dados numéricos , Ressuscitação/normas , Desequilíbrio Hidroeletrolítico/complicações , Injúria Renal Aguda/etiologia , Distribuição de Qui-Quadrado , Criança , Pré-Escolar , Estudos de Coortes , Estudos Controlados Antes e Depois , Estado Terminal/terapia , Feminino , Humanos , Lactente , Unidades de Terapia Intensiva Pediátrica/organização & administração , Unidades de Terapia Intensiva Pediátrica/estatística & dados numéricos , Tempo de Internação/estatística & dados numéricos , Masculino , Avaliação de Resultados em Cuidados de Saúde/métodos , Pediatria/métodos , Ressuscitação/métodos , Ressuscitação/estatística & dados numéricos , Estudos Retrospectivos , Estatísticas não Paramétricas
15.
Crit Care ; 25(1): 229, 2021 06 30.
Artigo em Inglês | MEDLINE | ID: mdl-34193216

RESUMO

BACKGROUND: There is no universally accepted method to assess the pressure-generating capacity of inspiratory muscles in children on mechanical ventilation (MV), and no study describing its evolution over time in this population. METHODS: In this prospective observational study, we have assessed the function of the inspiratory muscles in children on various modes of MV. During brief airway occlusion maneuvers, we simultaneously recorded airway pressure depression at the endotracheal tube (ΔPaw, force generation) and electrical activity of the diaphragm (EAdi, central respiratory drive) over five consecutive inspiratory efforts. The neuro-mechanical efficiency ratio (NME, ΔPaw/EAdimax) was also computed. The evolution over time of these indices in a group of children in the pediatric intensive care unit (PICU) was primarily described. As a secondary objective, we compared these values to those measured in a group of children in the operating room (OR). RESULTS: In the PICU group, although median NMEoccl decreased over time during MV (regression coefficient - 0.016, p = 0.03), maximum ΔPawmax remained unchanged (regression coefficient 0.109, p = 0.50). Median NMEoccl at the first measurement in the PICU group (after 21 h of MV) was significantly lower than at the only measurement in the OR group (1.8 cmH2O/µV, Q1-Q3 1.3-2.4 vs. 3.7 cmH2O/µV, Q1-Q3 3.5-4.2; p = 0.015). Maximum ΔPawmax in the PICU group was, however, not significantly different from the OR group (35.1 cmH2O, Q1-Q3 21-58 vs. 31.3 cmH2O, Q1-Q3 28.5-35.5; p = 0.982). CONCLUSIONS: The function of inspiratory muscles can be monitored at the bedside of children on MV using brief airway occlusions. Inspiratory muscle efficiency was significantly lower in critically ill children than in children undergoing elective surgery, and it decreased over time during MV in critically ill children. This suggests that both critical illness and MV may have an impact on inspiratory muscle efficiency.


Assuntos
Inalação/fisiologia , Respiração Artificial/estatística & dados numéricos , Músculos Respiratórios/fisiopatologia , Adolescente , Criança , Pré-Escolar , Diafragma/fisiopatologia , Eletromiografia/métodos , Eletromiografia/estatística & dados numéricos , Feminino , Humanos , Lactente , Recém-Nascido , Unidades de Terapia Intensiva Pediátrica/organização & administração , Unidades de Terapia Intensiva Pediátrica/estatística & dados numéricos , Masculino , Pediatria/instrumentação , Pediatria/métodos , Estudos Prospectivos , Respiração Artificial/métodos , Músculos Respiratórios/fisiologia , Suécia
16.
Crit Care ; 25(1): 194, 2021 06 06.
Artigo em Inglês | MEDLINE | ID: mdl-34090490

RESUMO

BACKGROUND: There is a limited evidence for humidified high-flow nasal cannula (HHFNC) use on inter-hospital transport. Despite this, its use during transport is increasing in children with respiratory distress worldwide. In 2015 HHFNC was implemented on a specialized pediatric retrieval team serving for Victoria. The aim of this study is to investigate the effect of the HHFNC implementation on the retrieval team on the paediatric intensive care unit (PICU) length of stay and respiratory support use. METHODS: We performed a cohort study using a comparative interrupted time-series approach controlling for patient and temporal covariates, and population-adjusted analysis. We studied 3022 children admitted to a PICU in Victoria with respiratory distress January 2010-December 2019. Patients were divided in pre-intervention era (2010-2014) and post-intervention era (2015-2019). RESULTS: 1006 children following interhospital transport and 2016 non-transport children were included. Median (IQR) age was 1.4 (0.7-4.5) years. Pneumonia (39.1%) and bronchiolitis (34.3%) were common. On retrieval, HHFNC was used in 5.0% (21/420) and 45.9% (269/586) in pre- and post-intervention era. In an unadjusted model, median (IQR) PICU length of stay was 2.2 (1.1-4.2) and 1.7 (0.9-3.2) days in the pre- and post-intervention era in transported children while the figures were 2.4 (1.3-4.9) and 2.1 (1.2-4.5) days in non-transport children. In the multivariable regression model, the intervention was associated with the reduced PICU length of stay (ratio 0.64, 95% confidential interval 0.49-0.83, p = 0.001) with the predicted reduction of PICU length of stay being - 10.6 h (95% confidential interval - 16.9 to - 4.3 h), and decreased respiratory support use (- 25.1 h, 95% confidential interval - 47.9 to - 2.3 h, p = 0.03). Sensitivity analyses including a model excluding less severe children showed similar results. In population-adjusted analyses, respiratory support use decreased from 4837 to 3477 person-hour per year in transported children over the study era, while the reduction was 594 (from 9553 to 8959) person-hour per year in non-transport children. With regard to the safety, there were no escalations of respiratory support mode during interhospital transport. CONCLUSIONS: The implementation of HHFNC on interhospital transport was associated with the reduced PICU length of stay and respiratory support use among PICU admissions with respiratory distress.


Assuntos
Umidificadores/normas , Oxigenoterapia/normas , Insuficiência Respiratória/terapia , Adolescente , Cânula , Criança , Pré-Escolar , Estudos de Coortes , Feminino , Humanos , Umidificadores/estatística & dados numéricos , Lactente , Unidades de Terapia Intensiva Pediátrica/organização & administração , Unidades de Terapia Intensiva Pediátrica/estatística & dados numéricos , Análise de Séries Temporais Interrompida , Modelos Lineares , Masculino , Oxigenoterapia/instrumentação , Oxigenoterapia/métodos , Transferência de Pacientes/métodos , Transferência de Pacientes/normas , Transferência de Pacientes/estatística & dados numéricos , Insuficiência Respiratória/fisiopatologia , Estudos Retrospectivos , Vitória
17.
Arch Dis Child ; 106(12): 1184-1190, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-33931398

RESUMO

OBJECTIVE: The use of specialist retrieval teams to transport critically ill children is associated with reduced risk-adjusted mortality and morbidity; however, there is a paucity of data to guide decision-making related to retrieval team activation. We aimed to assess the accuracy of a novel triage tool designed to identify critically ill children at the time of referral for interhospital transport. DESIGN: Prospective observational study. SETTING: Regional paediatric retrieval and transport services. PATIENTS: Data were collected for 1815 children referred consecutively for interhospital transport from 87 hospitals in Queensland and northern New South Wales. INTERVENTION: Implementation of the Queensland Paediatric Transport Triage Tool. MAIN OUTCOME MEASURES: Accuracy was assessed by calculating the sensitivity, specificity and negative predictive value for predicting transport by a retrieval team, or admission to intensive care following transport. RESULTS: A total of 574 (32%) children were transported with a retrieval team. Prediction of retrieval (95% CIs): sensitivity 96.9% (95% CI 95.1% to 98.1%), specificity 91.4% (95% CI 89.7% to 92.9%), negative predictive value 98.4% (95% CI 97.5% to 99.1%). There were 412 (23%) children admitted to intensive care following transport. Prediction of intensive care admission: sensitivity 96.8% (95% CI 94.7% to 98.3%), specificity 81.2% (95% CI 79.0% to 83.2%), negative predictive value 98.9% (95% CI 98.1% to 99.4%). CONCLUSIONS: The triage tool predicted the need for retrieval or intensive care admission with high sensitivity and specificity. The high negative predictive value indicates that, in our setting, children categorised as acutely ill rather than critically ill are generally suitable for interhospital transport without a retrieval team.


Assuntos
Estado Terminal/terapia , Tomada de Decisões , Unidades de Terapia Intensiva Pediátrica/organização & administração , Transferência de Pacientes , Transporte de Pacientes , Triagem/métodos , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Masculino , New South Wales , Estudos Prospectivos , Triagem/organização & administração
19.
Chest ; 160(3): 1064-1074, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-33895129

RESUMO

Acute illness and hospitalization introduce several risk factors for sleep disruption in children that can negatively affect recovery and healing and potentially compromise long-term cognition and executive function. The hospital setting is not optimized for pediatric sleep promotion, and many of the pharmacologic interventions intended to promote sleep in the hospital actually may have deleterious effects on sleep quality and quantity. To date, evidence to support pharmacologic sleep promotion in the pediatric inpatient setting is sparse. Therefore, nonpharmacologic interventions to optimize sleep-wake patterns are of highest yield in a vulnerable population of patients undergoing active neurocognitive development. In this review, we briefly examine what is known about healthy sleep in children and describe risk factors for sleep disturbances, available sleep measurement tools, and potential interventions for sleep promotion in the pediatric inpatient setting.


Assuntos
Desenvolvimento Infantil/fisiologia , Criança Hospitalizada/psicologia , Unidades de Terapia Intensiva Pediátrica , Qualidade do Sono , Criança , Cognição , Função Executiva , Humanos , Recém-Nascido , Unidades de Terapia Intensiva Pediátrica/organização & administração , Unidades de Terapia Intensiva Pediátrica/normas , Fatores de Risco
20.
Enferm. intensiva (Ed. impr.) ; 32(1): 11-17, ene.-mar. 2021. tab, graf
Artigo em Espanhol | IBECS | ID: ibc-202296

RESUMO

OBJETIVOS: 1) Determinar los niveles de ruido ambiental en dos unidades de cuidados intensivos pediátricos (UCIP) de un hospital pediátrico de tercer nivel asistencial y 2) analizar si dichos valores cumplen con la normativa actual. MÉTODO: Estudio observacional, descriptivo y transversal llevado a cabo en dos UCIP con infraestructura diferente: boxes separados por cortinas y habitaciones individuales. Se empleó un sonómetro PCE-999 tipo 2 para determinar el ruido ambiental y la unidad de medida registrada fue en decibelios (dB). A la vez, se diseñó un documento de recogida de datos ad hoc diferenciando entre unidad (abierta y cerrada), hora de registro. RESULTADOS: Se recogió un total de 330 determinaciones, 72 en la UCIP abierta y 258 en la de habitaciones individuales. El ruido ambiental que imperaba en la unidad de críticos abierta fue de 56,74 ± 3,6 decibelios versus 50,36 ± 4,7 en la de boxes individuales, observándose valores mayores en el turno diurno. DISCUSIÓN: Tal como sucede en otros estudios previos, se observa que el ruido que impera en la unidad excede los límites permitidos. Además, se coincide con el hecho de que las principales fuentes de ruido ambiental de la UCI provienen de las alarmas, la maquinaria, como monitores o respiradores y las conversaciones entre profesionales sanitarios. CONCLUSIONES: Tras la presente investigación, se ha podido constatar que los niveles de ruido ambiental que imperan en las dos Unidades de Cuidados Intensivos Pediátricos analizadas son elevados. Los datos obtenidos apuntan a que la organización arquitectónica de concepto cerrado puede tener un impacto a la hora de disminuir la generación de dicho input medioambiental


AIMS: 1) To determine noise levels in two paediatric intensive care units (PICU) of a tertiary hospital and 2) to analyse whether these values comply with the current standards. METHOD: Observational, descriptive and cross-sectional study carried out in two PICU with different infrastructure: bays separated by curtains and individual bedrooms. A PCE-999 sound level meter was used to determine noise levels, which were registered in decibels (dB). At the same time, an ad hoc data recording document was designed in which we differentiated between each unit (open concept or closed), time of recording. RESULTS: A total of 330 tests, 72 from open PICUs and 258 from closed PICUs were collected. The noise in the open PICU was 56.74 ± 3.61 decibels versus 50.36 ± 4.71 in the closed PICU, obtaining the highest levels during the morning. DISCUSSION: As it occurs in other studies, noise levels exceed the allowed limits. At the same time, the main sources of noise in the PICU came from alarms, medical equipment, such as monitors or respirators, and conversations between health professional. CONCLUSIONS: This investigation has shown high levels of environmental noise in the two PICUs analysed. The data obtained indicate that the architectural concept of individual bedrooms may have an impact in decreasing this environmental input


Assuntos
Humanos , Ruído Ocupacional/estatística & dados numéricos , Medição de Ruído , Unidades de Terapia Intensiva Pediátrica/organização & administração , Monitoramento Ambiental/métodos , Poluição Ambiental/análise
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