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1.
Enferm. actual Costa Rica (Online) ; (46): 58688, Jan.-Jun. 2024. tab
Artigo em Espanhol | LILACS, BDENF - Enfermagem, SaludCR | ID: biblio-1550244

RESUMO

Resumen Introducción: El control y la evaluación de los niveles glucémicos de pacientes en estado críticos es un desafío y una competencia del equipo de enfermería. Por lo que, determinar las consecuencias de esta durante la hospitalización es clave para evidenciar la importancia del oportuno manejo. Objetivo: Determinar la asociación entre la glucemia inestable (hiperglucemia e hipoglucemia), el resultado de la hospitalización y la duración de la estancia de los pacientes en una unidad de cuidados intensivos. Metodología: Estudio de cohorte prospectivo realizado con 62 pacientes a conveniencia en estado crítico entre marzo y julio de 2017. Se recogieron muestras diarias de sangre para medir la glucemia. Se evaluó la asociación de la glucemia inestable con la duración de la estancia y el resultado de la hospitalización mediante ji al cuadrado de Pearson. El valor de p<0.05 fue considerado significativo. Resultados: De las 62 personas participantes, 50 % eran hombres y 50 % mujeres. La edad media fue de 63.3 años (±21.4 años). La incidencia de glucemia inestable fue del 45.2 % y se asoció con una mayor duración de la estancia en la UCI (p<0.001) y una progresión a la muerte como resultado de la hospitalización (p=0.03). Conclusión: Entre quienes participaron, la glucemia inestable se asoció con una mayor duración de la estancia más prolongada y con progresión hacia la muerte, lo que refuerza la importancia de la actuación de enfermería para prevenir su aparición.


Resumo Introdução: O controle e avaliação dos níveis glicêmicos em pacientes críticos é um desafio e uma competência da equipe de enfermagem. Portanto, determinar as consequências da glicemia instável durante a hospitalização é chave para evidenciar a importância da gestão oportuna. Objetivo: Determinar a associação entre glicemia instável (hiperglicemia e hipoglicemia), os desfechos hospitalares e o tempo de permanência dos pacientes em uma unidade de terapia intensiva. Métodos: Um estudo de coorte prospectivo realizado com 62 pacientes a conveniência em estado crítico entre março e julho de 2017. Foram coletadas amostras diariamente de sangue para medir a glicemia. A associação entre a glicemia instável com o tempo de permanência e o desfecho da hospitalização foi avaliada pelo teste qui-quadrado de Pearson. O valor de p <0,05 foi considerado significativo. Resultados: Das 62 pessoas participantes, 50% eram homens e 50% mulheres. A idade média foi de 63,3 anos (±21,4 anos). A incidência de glicemia instável foi de 45,2% e se associou a um tempo de permanência mais prolongado na UTI (p <0,001) e uma progressão para óbito como desfecho da hospitalização (p = 0,03). Conclusão: Entre os participantes, a glicemia instável se associou a um tempo mais longo de permanência e com progressão para óbito, enfatizando a importância da actuação da equipe de enfermagem para prevenir sua ocorrência.


Abstract Introduction: The control and evaluation of glycemic levels in critically ill patients is a challenge and a responsibility of the nursing team; therefore, determining the consequences of this during hospitalization is key to demonstrate the importance of timely management. Objective: To determine the relationship between unstable glycemia (hyperglycemia and hypoglycemia), hospital length of stay, and the hospitalization outcome of patients in an Intensive Care Unit (ICU). Methods: A prospective cohort study conducted with 62 critically ill patients by convenience sampling between March and July 2017. Daily blood samples were collected to measure glycemia. The correlation of unstable glycemia with the hospital length of stay and the hospitalization outcome was assessed using Pearson's chi-square. A p-value <0.05 was considered significant. Results: Among the 62 patients, 50% were male and 50% were female. The mean age was 63.3 years (±21.4 years). The incidence of unstable glycemia was 45.2% and was associated with a longer ICU stay (p<0.001) and a progression to death as a hospitalization outcome (p=0.03). Conclusion: Among critically ill patients, unstable glycemia was associated with an extended hospital length of stay and a progression to death, emphasizing the importance of nursing intervention to prevent its occurrence.


Assuntos
Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Idoso , Cuidados Críticos/estatística & dados numéricos , Diabetes Mellitus/enfermagem , Hospitalização/estatística & dados numéricos , Hiperglicemia/enfermagem
2.
Enferm. intensiva (Ed. impr.) ; 35(1): 35-44, ene.-mar. 2024. mapas, tab
Artigo em Espanhol | IBECS | ID: ibc-229932

RESUMO

Introducción La pandemia derivada de la infección por SARS-CoV-2 propició cambios en los cuidados tanto a familiares como a pacientes de cuidados intensivos durante las diferentes olas de incidencia del virus. La línea de humanización seguida por la mayoría de los hospitales se vio gravemente afectada por las restricciones aplicadas. Como objetivo, planteamos conocer las modificaciones experimentadas durante las diferentes olas de la pandemia por SARS-CoV-2 en España respecto a la política de visitas a los pacientes en UCI, el acompañamiento al final de la vida, y el uso de las nuevas tecnologías de la comunicación entre familiares, pacientes y profesionales. Métodos Estudio descriptivo transversal multicéntrico mediante encuesta a las UCI españolas desde febrero a abril de 2022. Se realizaron métodos de análisis estadísticos a los resultados según lo apropiado. El estudio fue avalado por la Sociedad Española de Enfermería Intensiva y Unidades Coronarias. Resultados Respondieron un 29% de las unidades contactadas. Los minutos de visita diarios de los familiares se redujeron drásticamente de 135 (87,5-255) a 45 (25-60) en el 21,2% de las unidades que permitían su acceso, mejorando levemente con el paso de las olas. En el caso de duelo, la permisividad fue mayor, aumentando el uso de las nuevas tecnologías para la comunicación paciente-familia en el caso del 96,5% de las unidades. Conclusiones Las familias de los pacientes ingresados en UCI durante las diferentes olas de la pandemia por COVID-19 han experimentado restricciones en las visitas y cambio de la presencialidad por técnicas virtuales de comunicación. Los tiempos de acceso se redujeron a niveles mínimos durante la primera ola, recuperándose con el avance de la pandemia pero sin llegar nunca a los niveles iniciales... (AU)


Introduction The pandemic derived from the SARS-CoV-2 infection led to changes in care for both relatives and intensive care patients during the different waves of incidence of the virus. The line of humanization followed by the majority of the hospitals was seriously affected by the restrictions applied. As an objective, we propose to know the modifications suffered during the different waves of the SARS-CoV-2 pandemic in Spain regarding the policy of visits to patients in the ICU, monitoring at the end of life, and the use of new technologies of communication between family members, patients and professionals. Methods Multicenter cross-sectional descriptive study through a survey of Spanish ICUs from February to April 2022. Statistical analysis methods were performed on the results as appropriate. The study was endorsed by the Spanish Society of Intensive Nursing and Coronary Units. Results Twenty-nine percent of the units contacted responded. The daily visiting minutes of relatives dropped drastically from 135 (87.5-255) to 45 (25-60) in the 21.2% of units that allowed their access, improving slightly with the passing of the waves. In the case of bereavement, the permissiveness was greater, increasing the use of new technologies for patient-family communication in the case of 96.5% of the units. Conclusions The family of patients admitted to the ICU during the different waves of the COVID-19 pandemic have suffered restrictions on visits and a change from face-to-face to virtual communication techniques. Access times were reduced to minimum levels during the first wave, recovering with the advance of the pandemic but never reaching initial levels. Despite the implemented solutions and virtual communication, efforts should be directed towards improving the protocols for the humanization of healthcare that allow caring for families and patients whatever the healthcare context. (AU)


Assuntos
Humanos , Adulto Jovem , Adulto , Pessoa de Meia-Idade , Idoso , Idoso de 80 Anos ou mais , Pandemias/estatística & dados numéricos , Unidades de Terapia Intensiva/ética , Humanização da Assistência , Cuidados Críticos/ética , Cuidados Críticos/estatística & dados numéricos , Isolamento de Pacientes/ética , Comunicação em Saúde/ética , Epidemiologia Descritiva , Estudos Transversais , Estudos Multicêntricos como Assunto , Espanha
3.
Enferm. intensiva (Ed. impr.) ; 35(1): 35-44, ene.-mar. 2024. mapas, tab
Artigo em Espanhol | IBECS | ID: ibc-EMG-552

RESUMO

Introducción La pandemia derivada de la infección por SARS-CoV-2 propició cambios en los cuidados tanto a familiares como a pacientes de cuidados intensivos durante las diferentes olas de incidencia del virus. La línea de humanización seguida por la mayoría de los hospitales se vio gravemente afectada por las restricciones aplicadas. Como objetivo, planteamos conocer las modificaciones experimentadas durante las diferentes olas de la pandemia por SARS-CoV-2 en España respecto a la política de visitas a los pacientes en UCI, el acompañamiento al final de la vida, y el uso de las nuevas tecnologías de la comunicación entre familiares, pacientes y profesionales. Métodos Estudio descriptivo transversal multicéntrico mediante encuesta a las UCI españolas desde febrero a abril de 2022. Se realizaron métodos de análisis estadísticos a los resultados según lo apropiado. El estudio fue avalado por la Sociedad Española de Enfermería Intensiva y Unidades Coronarias. Resultados Respondieron un 29% de las unidades contactadas. Los minutos de visita diarios de los familiares se redujeron drásticamente de 135 (87,5-255) a 45 (25-60) en el 21,2% de las unidades que permitían su acceso, mejorando levemente con el paso de las olas. En el caso de duelo, la permisividad fue mayor, aumentando el uso de las nuevas tecnologías para la comunicación paciente-familia en el caso del 96,5% de las unidades. Conclusiones Las familias de los pacientes ingresados en UCI durante las diferentes olas de la pandemia por COVID-19 han experimentado restricciones en las visitas y cambio de la presencialidad por técnicas virtuales de comunicación. Los tiempos de acceso se redujeron a niveles mínimos durante la primera ola, recuperándose con el avance de la pandemia pero sin llegar nunca a los niveles iniciales... (AU)


Introduction The pandemic derived from the SARS-CoV-2 infection led to changes in care for both relatives and intensive care patients during the different waves of incidence of the virus. The line of humanization followed by the majority of the hospitals was seriously affected by the restrictions applied. As an objective, we propose to know the modifications suffered during the different waves of the SARS-CoV-2 pandemic in Spain regarding the policy of visits to patients in the ICU, monitoring at the end of life, and the use of new technologies of communication between family members, patients and professionals. Methods Multicenter cross-sectional descriptive study through a survey of Spanish ICUs from February to April 2022. Statistical analysis methods were performed on the results as appropriate. The study was endorsed by the Spanish Society of Intensive Nursing and Coronary Units. Results Twenty-nine percent of the units contacted responded. The daily visiting minutes of relatives dropped drastically from 135 (87.5-255) to 45 (25-60) in the 21.2% of units that allowed their access, improving slightly with the passing of the waves. In the case of bereavement, the permissiveness was greater, increasing the use of new technologies for patient-family communication in the case of 96.5% of the units. Conclusions The family of patients admitted to the ICU during the different waves of the COVID-19 pandemic have suffered restrictions on visits and a change from face-to-face to virtual communication techniques. Access times were reduced to minimum levels during the first wave, recovering with the advance of the pandemic but never reaching initial levels. Despite the implemented solutions and virtual communication, efforts should be directed towards improving the protocols for the humanization of healthcare that allow caring for families and patients whatever the healthcare context. (AU)


Assuntos
Humanos , Adulto Jovem , Adulto , Pessoa de Meia-Idade , Idoso , Idoso de 80 Anos ou mais , Pandemias/estatística & dados numéricos , Unidades de Terapia Intensiva/ética , Humanização da Assistência , Cuidados Críticos/ética , Cuidados Críticos/estatística & dados numéricos , Isolamento de Pacientes/ética , Comunicação em Saúde/ética , Epidemiologia Descritiva , Estudos Transversais , Estudos Multicêntricos como Assunto , Espanha
4.
NCHS Data Brief ; (485): 1-7, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38085529

RESUMO

Although admission of a mother to an intensive care unit (ICU) during hospitalization for delivery is a relatively rare event, rates of mortality and severe morbidity are high for both mother and child when ICU care is necessary (1-4). Studies on maternal ICU admissions have generally focused on medical diagnoses related to admission, and most have been conducted using international data or data for a hospital or group of hospitals (4-10). Information on demographic characteristics of mothers admitted to ICUs is lacking at the national level. This report describes ICU admissions overall and by race and Hispanic origin, maternal age, live birth order, and plurality for mothers delivering live-born infants in the United States in 2020-2022.


Assuntos
Cuidados Críticos , Hospitalização , Unidades de Terapia Intensiva , Feminino , Humanos , Hospitalização/estatística & dados numéricos , Unidades de Terapia Intensiva/estatística & dados numéricos , Idade Materna , Estados Unidos/epidemiologia , Gravidez , Cuidados Críticos/estatística & dados numéricos , Hispânico ou Latino/estatística & dados numéricos , Grupos Raciais/etnologia , Grupos Raciais/estatística & dados numéricos
5.
Eur J Epidemiol ; 38(8): 891-899, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37191830

RESUMO

Migrants and ethnic minorities are disproportionately affected by the Coronavirus Disease 2019 (COVID-19) pandemic compared to the majority population. Therefore, we studied mortality and use of mechanical ventilation (MV) by country of birth and migrant status in a nationwide cohort in Denmark. Nationwide register data on all cases hospitalized for > 24-hours with COVID-19 between February 2020 and March 2021. Main outcome measures were mortality and MV within 30 days of hospitalization for COVID-19. Odds ratios (OR) and 95% confidence intervals (95% CI) were estimated by region of origin and migrant status using logistic regression analyses, adjusting for age, sex, comorbidity and sociodemographic factors. Of 6,406 patients, 977 (15%) died and 342 (5%) were treated with mechanical ventilation. Immigrants (OR:0.55;95%CI: 0.44-0.70) and individuals of non-Western origin had a lower odds (OR: 0.49; 95% CI: 0.37-0.65) of death upon admission with COVID-19 compared to Danish born individuals. Immigrants and descendants (OR: 1.62; 95% CI: 1.22-2.15) as well as individuals of non-Western origin (OR: 1.83; 95% CI: 1.35-2.47) had a significantly higher odds of MV compared to Danish born individuals. Outcomes of individuals with Western origin did not differ. Immigrants and individuals of non-Western origin had a significantly lower COVID-19 associated mortality compared to individuals of Danish origin after adjustment for sociodemographic factors and comorbidity. In contrast, the odds of MV was higher for immigrants and individuals of non-Western origin compared to individuals of Danish origin.


Assuntos
COVID-19 , Emigrantes e Imigrantes , Humanos , COVID-19/mortalidade , Cuidados Críticos/estatística & dados numéricos , Dinamarca/epidemiologia , Minorias Étnicas e Raciais , Unidades de Terapia Intensiva
6.
Rev. enferm. Cent.-Oeste Min ; 12: 4719, nov. 2022.
Artigo em Português | LILACS, BDENF - Enfermagem | ID: biblio-1402307

RESUMO

Objetivo:comparar a mortalidade estimada pelo SAPS-3 com a mortalidade observada entre os pacientes críticos admitidos em uma Unidade de Terapia Intensiva e identificar os fatores associados ao óbito. Métodos: estudo longitudinal realizado com dados secundários de 400 pacientes críticos. Realizou-se a comparação damortalidade estimada e observada, e os fatores associados ao óbito. Resultados:houve predomínio de pacientes idosos (média de 65,5 anos)do sexo masculino (50,5%), com internação financiada peloSistema Único de Saúde (78,0%).Os pacientes que apresentaram maior pontuação no escore de gravidade e maior mortalidade estimada foram os que evoluíram a óbito (p<0,001). O óbito esteve associado às internações por doenças infecciosas e parasitárias (p<0,001), enquanto a maior parte dos pacientes internados por causas externas receberam alta (p<0,001). Conclusão:os pacientes com maior gravidade pelo SAPS-3 foram os que evoluíram a óbito, predominando o desfecho negativo entre os internados por doenças infecciosas e parasitárias.


Objective:to compare the mortality estimated by the SAPS-3 with the observed mortality among critically ill patients admitted to an Intensive Care Unit and to identify the factors associated with death. Methods:longitudinal study carried out with secondary data from 400 critically ill patients. Estimated and observed mortality and the factors associated with death were compared. Results:there was a predominance of elderly patients (mean age 65.5 years) male (50.5%), with hospitalization financed by the Unified Health System (78.0%). The patients with the highest severity score and the highest estimated mortality were those who died (p<0.001). Death was associated with hospitalizations for infectious and parasitic diseases (p<0.001), while most patients hospitalizedfor external causes were discharged (p<0.001). Conclusion:the patients with the highest severity by SAPS-3 were those who died, with a predominant negative outcome among those hospitalized for infectious and parasitic diseases


Objetivo:comparar la mortalidad estimada por el SAPS-3 con la mortalidad observada en pacientes críticos ingresados en una Unidad de Cuidados Intensivos e identificar los factores asociados a la muerte. Métodos:estudio longitudinal realizado con datos secundarios de 400 pacientes críticos. Se comparó la mortalidad estimada y observada y los factores asociados a la muerte. Resultados:hubo predominio de pacientes adultos mayores (edad media 65,5 años) del sexo masculino (50,5%), con hospitalización financiada porel Sistema Único de Salud (78,0%). Los pacientes con mayor puntuación de gravedad y mayor mortalidad estimada fueron los que fallecieron (p<0,001). La muerte se asoció con las hospitalizaciones por enfermedades infecciosas y parasitarias (p<0,001), mientras que la mayoría de los pacientes hospitalizados por causas externas fueron dados de alta (p<0,001). Conclusión:los pacientes con mayor gravedad por SAPS-3 fueron los que fallecieron, con desenlace negativo predominante entre los hospitalizados por enfermedades infecciosas y parasitarias.


Assuntos
Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Idoso , Indicadores de Morbimortalidade , Mortalidade Hospitalar , Cuidados Críticos/estatística & dados numéricos , Unidades de Terapia Intensiva , Fatores de Risco , Estudos Longitudinais , Cuidados de Enfermagem
7.
Pharm. care Esp ; 24(5): 27-38, 15-10-2022. tab, graf
Artigo em Espanhol | IBECS | ID: ibc-212866

RESUMO

Objetivo: La monitorización del consumo de antimicrobianos en los hospitales es una medida necesaria para evaluar el uso racional de estos medicamentos. El indicador principal para realizar esta monitorización y conocer la presión o exposi-ción de los antimicrobianos a nivel hospitalario es la dosis diaria definida (DDD) por cada 100 estan-cias y día (e-d). El objetivo principal es analizar la evolución de la utilización de antibióticos en una Unidad de Cuidados Intensivos (UCI) de un hospital de segundo nivel a lo largo de 5 años.Métodos: Estudio observacional, retrospectivo que analiza el consumo de antibióticos en la UCI, rea-lizando una comparativa con respecto a los datos globales del hospital, utilizando como unidad de medida las DDD/100 e-d.Resultados: Se incluyeron 28 medicamentos, co-rrespondientes a 25 principios activos. La media de consumo hospitalario global fue de 67,98; ascen-diendo a 89,17 en la UCI. Se tiende a reducciones en los consumos hasta 2020, donde despuntan antibióticos como azitromicina o ceftriaxona. En la UCI los más consumidos en 2016 fueron merope-nem y amoxicilina/clavulánico, seguidos de cipro-floxacino y piperacilina/tazobactam. Sin embargo, en 2020 meropenem y amoxicilina/clavulánico, aunque con valores más bajos, continúan siendo los más empleados, mientras que ciprofloxacino pasa a ser uno de los menos consumidos.Conclusiones: El análisis de DDD/100 e-d en la UCI es una herramienta útil para monitorizar el con-sumo de antimicrobianos y ver las tendencias de consumos, lo que permitirá implementar medidas que promuevan el uso racional y seguro de estos fármacos. (AU)


Objective: Monitoring the consumption of anti-microbials in hospitals is a necessary measure to evaluate the rational use of these drugs. The main indicator to carry out this monitoring and to know the pressure or exposure of antimicrobials at the hospital level is the defined daily dose (DDD) for every 100 stays and day (s-d). The main objective is to analyze the evolution of the use of antibiotics in an Intensive Care Unit (ICU) of a second level hospital over 5 years. Methods: It was carried out an observational, retrospective study that analyzes the consumption of antibiotics in the ICU, making a comparison with the global data of the hospital, using DDD/100 s-d as the unit of measurement.Results: 28 drugs were included, corresponding to 25 active ingredients. The mean global hospital consumption was 67.98; rising to 89.17 in the ICU. There was a trend towards reductions in consump-tion until 2020, when antibiotics such as azithromy-cin or ceftriaxone stand out. In the ICU, the most consumed drugs in 2016 were meropenem and amoxicillin/clavulanate, followed by ciprofloxacin and piperacillin/tazobactam. However, in 2020, meropenem and amoxicillin/clavulanate, in spite of showing lower values, continued to be the most used ones, while ciprofloxacin became one of the least used.Conclusions: The analysis of DDD/100 s-d in the ICU is a useful tool to monitor the consumption of antimicrobials and see consumption trends, which will allow the implementation of measures that promote the rational and safe use of these drugs. (AU)


Assuntos
Humanos , Anti-Infecciosos/administração & dosagem , Anti-Infecciosos/farmacologia , Indicadores Básicos de Saúde , Cuidados Críticos/estatística & dados numéricos , Gestão de Antimicrobianos/estatística & dados numéricos , Antibacterianos/administração & dosagem
8.
JAMA Netw Open ; 5(3): e222933, 2022 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-35297972

RESUMO

Importance: The association of the COVID-19 pandemic with the quality of ambulatory care is unknown. Hospitalizations for ambulatory care-sensitive conditions (ACSCs) are a well-studied measure of the quality of ambulatory care; however, they may also be associated with other patient-level and system-level factors. Objective: To describe trends in hospital admissions for ACSCs in the prepandemic period (March 2019 to February 2020) compared with the pandemic period (March 2020 to February 2021). Design, Setting, and Participants: This cross-sectional study of adults enrolled in a commercial health maintenance organization in Michigan included 1 240 409 unique adults (13 011 176 person-months) in the prepandemic period and 1 206 361 unique adults (12 759 675 person-months) in the pandemic period. Exposure: COVID-19 pandemic (March 2020 to February 2021). Main Outcomes and Measures: Adjusted relative risk (aRR) of ACSC hospitalizations and intensive care unit stays for ACSC hospitalizations and adjusted incidence rate ratio of the length of stay of ACSC hospitalizations in the prepandemic (March 2019 to February 2020) vs pandemic (March 2020 to February 2021) periods, adjusted for patient age, sex, calendar month of admission, and county of residence. Results: The study population included 1 240 409 unique adults (13 011 176 person-months) in the prepandemic period and 1 206 361 unique adults (12 759 675 person-months) in the pandemic period, in which 51.3% of person-months (n = 6 547 231) were for female patients, with a relatively even age distribution between the ages of 24 and 64 years. The relative risk of having any ACSC hospitalization in the pandemic period compared with the prepandemic period was 0.72 (95% CI, 0.69-0.76; P < .001). This decrease in risk was slightly larger in magnitude than the overall reduction in non-ACSC, non-COVID-19 hospitalization rates (aRR, 0.82; 95% CI, 0.81-0.83; P < .001). Large reductions were found in the relative risk of respiratory-related ACSC hospitalizations (aRR, 0.54; 95% CI, 0.50-0.58; P < .001), with non-statistically significant reductions in diabetes-related ACSCs (aRR, 0.91; 95% CI, 0.83-1.00; P = .05) and a statistically significant reduction in all other ACSC hospitalizations (aRR, 0.79; 95% CI, 0.74-0.85; P < .001). Among ACSC hospitalizations, no change was found in the percentage that included an intensive care unit stay (aRR, 0.99; 95% CI, 0.94-1.04; P = .64), and no change was found in the length of stay (adjusted incidence rate ratio, 1.02; 95% CI, 0.98-1.06; P = .33). Conclusions and Relevance: In this cross-sectional study of adults enrolled in a large commercial health maintenance organization plan, the COVID-19 pandemic was associated with reductions in both non-ACSC and ACSC hospitalizations, with particularly large reductions seen in respiratory-related ACSCs. These reductions were likely due to many patient-level and health system-level factors associated with hospitalization rates. Further research into the causes and long-term outcomes associated with these reductions in ACSC admissions is needed to understand how the pandemic has affected the delivery of ambulatory and hospital care in the US.


Assuntos
Assistência Ambulatorial/estatística & dados numéricos , COVID-19/epidemiologia , Cuidados Críticos/estatística & dados numéricos , Hospitalização/estatística & dados numéricos , Adolescente , Adulto , Idoso , Estudos Transversais , Utilização de Instalações e Serviços , Feminino , Humanos , Masculino , Michigan , Pessoa de Meia-Idade , Estudos Retrospectivos , Adulto Jovem
9.
Comput Math Methods Med ; 2022: 6578229, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35126632

RESUMO

OBJECTIVE: Polyethylene cover has been proved to be an effective method in protecting corneal, but its advantage compared to other conventional methods is still unclear. Our study is aimed at assessing clinical effects of polyethylene cover versus other methods in the prevention of corneal injury for critically ill patients. METHODS: We searched randomized controlled trials comparing polyethylene cover versus other methods for critically ill patients through the databases of PubMed, Embase, Web of Science, and China National Knowledge database. Forest plots and funnel plots were also performed on the included articles. Results were expressed as risk ratio (RR) with 95% confidence intervals. RESULTS: Eight studies were eventually identified. The incidence of corneal injury in the polyethylene cover group was lower than that in the eye drops group (RR = 0.24, 95% CI (0.12, 0.45), P < 0.0001) but had no significant difference when compared to the eye gel group (RR = 0.42, 95% CI (0.13, 1.34), P = 0.14) and the eye ointment group (RR = -0.61, 95% CI (0.23, 1.59), P = 0.31). CONCLUSION: This study showed that polyethylene cover, eye gel, and eye ointment had an equal effect for preventing corneal injury in critically ill patients, and the effect of eye drops was relatively low. However, there were other intervention methods that had not been compared due to the small number of articles; further studies should be performed to assess which method was the best practice method.


Assuntos
Lesões da Córnea/prevenção & controle , Cuidados Críticos/métodos , Dispositivos de Proteção dos Olhos , Polietileno , China , Biologia Computacional , Cuidados Críticos/estatística & dados numéricos , Estado Terminal , Géis , Humanos , Unidades de Terapia Intensiva , Pomadas , Soluções Oftálmicas , Ensaios Clínicos Controlados Aleatórios como Assunto
10.
CMAJ Open ; 10(1): E126-E135, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35168935

RESUMO

BACKGROUND: Mechanical ventilation is an important component of patient critical care, but it adds expense to an already high-cost setting. This study evaluates the cost-utility of 2 modes of ventilation: proportional-assist ventilation with load-adjustable gain factors (PAV+ mode) versus pressure-support ventilation (PSV). METHODS: We adapted a published Markov model to the Canadian hospital-payer perspective with a 1-year time horizon. The patient population modelled includes all patients receiving invasive mechanical ventilation who have completed the acute phase of ventilatory support and have entered the recovery phase. Clinical and cost inputs were informed by a structured literature review, with the comparative effectiveness of PAV+ mode estimated via pragmatic meta-analysis. Primary outcomes of interest were costs, quality-adjusted life years (QALYs) and the (incremental) cost per QALY for patients receiving mechanical ventilation. Results were reported in 2017 Canadian dollars. We conducted probabilistic and scenario analyses to assess model uncertainty. RESULTS: Over 1 year, PSV had costs of $50 951 and accrued 0.25 QALYs. Use of PAV+ mode was associated with care costs of $43 309 and 0.29 QALYs. Compared to PSV, PAV+ mode was considered likely to be cost-effective, having lower costs (-$7642) and increased QALYs (+0.04) after 1 year. In cost-effectiveness acceptability analysis, 100% of simulations would be cost-effective at a willingness-to-pay threshold of $50 000 per QALY gained. INTERPRETATION: Use of PAV+ mode is expected to benefit patient care in the intensive care unit (ICU) and be a cost-effective alternative to PSV in the Canadian setting. Canadian hospital payers may therefore consider how best to optimally deliver mechanical ventilation in the ICU as they expand ICU capacity.


Assuntos
Análise Custo-Benefício/métodos , Cuidados Críticos , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Respiração Artificial , Adulto , Canadá/epidemiologia , Cuidados Críticos/economia , Cuidados Críticos/métodos , Cuidados Críticos/estatística & dados numéricos , Resultados de Cuidados Críticos , Feminino , Custos de Cuidados de Saúde , Humanos , Unidades de Terapia Intensiva/economia , Unidades de Terapia Intensiva/estatística & dados numéricos , Expectativa de Vida , Masculino , Cadeias de Markov , Anos de Vida Ajustados por Qualidade de Vida , Respiração Artificial/economia , Respiração Artificial/métodos , Respiração Artificial/estatística & dados numéricos
11.
Front Immunol ; 13: 847894, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35173744

RESUMO

CD39/NTPDase1 has emerged as an important molecule that contributes to maintain inflammatory and coagulatory homeostasis. Various studies have hypothesized the possible role of CD39 in COVID-19 pathophysiology since no confirmatory data shed light in this regard. Therefore, we aimed to quantify CD39 expression on COVID-19 patients exploring its association with severity clinical parameters and ICU admission, while unraveling the role of purinergic signaling on thromboinflammation in COVID-19 patients. We selected a prospective cohort of patients hospitalized due to severe COVID-19 pneumonia (n=75), a historical cohort of Influenza A pneumonia patients (n=18) and sex/age-matched healthy controls (n=30). CD39 was overexpressed in COVID-19 patients' plasma and immune cell subsets and related to hypoxemia. Plasma soluble form of CD39 (sCD39) was related to length of hospital stay and independently associated with intensive care unit admission (adjusted odds ratio 1.04, 95%CI 1.0-1.08, p=0.038), with a net reclassification index of 0.229 (0.118-0.287; p=0.036). COVID-19 patients showed extracellular accumulation of adenosine nucleotides (ATP and ADP), resulting in systemic inflammation and pro-coagulant state, as a consequence of purinergic pathway dysregulation. Interestingly, we found that COVID-19 plasma caused platelet activation, which was successfully blocked by the P2Y12 receptor inhibitor, ticagrelor. Therefore, sCD39 is suggested as a promising biomarker for COVID-19 severity. As a conclusion, our study indicates that CD39 overexpression in COVID-19 patients could be indicating purinergic signaling dysregulation, which might be at the basis of COVID-19 thromboinflammation disorder.


Assuntos
Apirase/sangue , Apirase/metabolismo , COVID-19/patologia , Receptores Purinérgicos P2Y/metabolismo , Tromboinflamação/patologia , Difosfato de Adenosina/análise , Trifosfato de Adenosina/análise , Biomarcadores/sangue , Plaquetas/imunologia , Hipóxia Celular/fisiologia , Cuidados Críticos/estatística & dados numéricos , Feminino , Humanos , Vírus da Influenza A/imunologia , Influenza Humana/patologia , Tempo de Internação , Masculino , Pessoa de Meia-Idade , Ativação Plaquetária/imunologia , Prognóstico , Estudos Prospectivos , Antagonistas do Receptor Purinérgico P2Y/farmacologia , SARS-CoV-2/imunologia , Índice de Gravidade de Doença , Transdução de Sinais/imunologia , Tromboinflamação/imunologia , Ticagrelor/farmacologia
13.
CMAJ Open ; 10(1): E90-E99, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35135824

RESUMO

BACKGROUND: Predicting mortality from COVID-19 using information available when patients present to the emergency department can inform goals-of-care decisions and assist with ethical allocation of critical care resources. The study objective was to develop and validate a clinical score to predict emergency department and in-hospital mortality among consecutive nonpalliative patients with COVID-19; in this study, we define palliative patients as those who do not want resuscitative measures, such as intubation, intensive care unit care or cardiopulmonary resuscitation. METHODS: This derivation and validation study used observational cohort data recruited from 46 hospitals in 8 Canadian provinces participating in the Canadian COVID-19 Emergency Department Rapid Response Network (CCEDRRN). We included adult (age ≥ 18 yr) nonpalliative patients with confirmed COVID-19 who presented to the emergency department of a participating site between Mar. 1, 2020, and Jan. 31, 2021. We randomly assigned hospitals to derivation or validation, and prespecified clinical variables as candidate predictors. We used logistic regression to develop the score in a derivation cohort and examined its performance in predicting emergency department and in-hospital mortality in a validation cohort. RESULTS: Of 8761 eligible patients, 618 (7.0%) died. The CCEDRRN COVID-19 Mortality Score included age, sex, type of residence, arrival mode, chest pain, severe liver disease, respiratory rate and level of respiratory support. The area under the curve was 0.92 (95% confidence interval [CI] 0.90-0.93) in derivation and 0.92 (95% CI 0.90-0.93) in validation. The score had excellent calibration. These results suggest that scores of 6 or less would categorize patients as being at low risk for in-hospital death, with a negative predictive value of 99.9%. Patients in the low-risk group had an in-hospital mortality rate of 0.1%. Patients with a score of 15 or higher had an observed mortality rate of 81.0%. INTERPRETATION: The CCEDRRN COVID-19 Mortality Score is a simple score that can be used for level-of-care discussions with patients and in situations of critical care resource constraints to accurately predict death using variables available on emergency department arrival. The score was derived and validated mostly in unvaccinated patients, and before variants of concern were circulating widely and newer treatment regimens implemented in Canada. STUDY REGISTRATION: ClinicalTrials.gov, no. NCT04702945.


Assuntos
COVID-19/mortalidade , Serviços Médicos de Emergência/estatística & dados numéricos , Serviço Hospitalar de Emergência , SARS-CoV-2 , COVID-19/epidemiologia , COVID-19/virologia , Canadá/epidemiologia , Cuidados Críticos/estatística & dados numéricos , Mortalidade Hospitalar , Humanos , Curva ROC , Medição de Risco , Fatores de Risco
14.
J Trauma Acute Care Surg ; 92(3): 499-503, 2022 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-35196303

RESUMO

INTRODUCTION: Shock index (SI) and delta shock index (∆SI) predict mortality and blood transfusion in trauma patients. This study aimed to evaluate the predictive ability of SI and ∆SI in a rural environment with prolonged transport times and transfers from critical access hospitals or level IV trauma centers. METHODS: We completed a retrospective database review at an American College of Surgeons verified level 1 trauma center for 2 years. Adult subjects analyzed sustained torso trauma. Subjects with missing data or severe head trauma were excluded. For analysis, poisson regression and binomial logistic regression were used to study the effect of time in transport and SI/∆SI on resource utilization and outcomes. p < 0.05 was considered significant. RESULTS: Complete data were available on 549 scene patients and 127 transfers. Mean Injury Severity Score was 11 (interquartile range, 9.0) for scene and 13 (interquartile range, 6.5) for transfers. Initial emergency medical services SI was the most significant predictor for blood transfusion and intensive care unit care in both scene and transferred patients (p < 0.0001) compared with trauma center arrival SI or transferring center SI. A negative ∆SI was significantly associated with the need for transfusion and the number of units transfused. Longer transport time also had a significant relationship with increasing intensive care unit length of stay. Cohorts were analyzed separately. CONCLUSION: Providers must maintain a high level of clinical suspicion for patients who had an initially elevated SI. Emergency medical services SI was the greatest predictor of injury and need for resources. Enroute SI and ∆SI were less predictive as time from injury increased. This highlights the improvements in en route care but does not eliminate the need for high-level trauma intervention. LEVEL OF EVIDENCE: Therapeutic/care management, level IV.


Assuntos
Transfusão de Componentes Sanguíneos/estatística & dados numéricos , Serviços Médicos de Emergência , Choque/classificação , Choque/mortalidade , Traumatismos Torácicos/terapia , Ferimentos não Penetrantes/terapia , Cuidados Críticos/estatística & dados numéricos , Feminino , Humanos , Escala de Gravidade do Ferimento , Masculino , Valor Preditivo dos Testes , Estudos Retrospectivos , Tempo para o Tratamento , Centros de Traumatologia , Estados Unidos
15.
MMWR Morb Mortal Wkly Rep ; 71(1): 19-25, 2022 Jan 07.
Artigo em Inglês | MEDLINE | ID: mdl-34990440

RESUMO

Vaccination against SARS-CoV-2, the virus that causes COVID-19, is highly effective at preventing COVID-19-associated hospitalization and death; however, some vaccinated persons might develop COVID-19 with severe outcomes† (1,2). Using data from 465 facilities in a large U.S. health care database, this study assessed the frequency of and risk factors for developing a severe COVID-19 outcome after completing a primary COVID-19 vaccination series (primary vaccination), defined as receipt of 2 doses of an mRNA vaccine (BNT162b2 [Pfizer-BioNTech] or mRNA-1273 [Moderna]) or a single dose of JNJ-78436735 [Janssen (Johnson & Johnson)] ≥14 days before illness onset. Severe COVID-19 outcomes were defined as hospitalization with a diagnosis of acute respiratory failure, need for noninvasive ventilation (NIV), admission to an intensive care unit (ICU) including all persons requiring invasive mechanical ventilation, or death (including discharge to hospice). Among 1,228,664 persons who completed primary vaccination during December 2020-October 2021, a total of 2,246 (18.0 per 10,000 vaccinated persons) developed COVID-19 and 189 (1.5 per 10,000) had a severe outcome, including 36 who died (0.3 deaths per 10,000). Risk for severe outcomes was higher among persons who were aged ≥65 years, were immunosuppressed, or had at least one of six other underlying conditions. All persons with severe outcomes had at least one of these risk factors, and 77.8% of those who died had four or more risk factors. Severe COVID-19 outcomes after primary vaccination are rare; however, vaccinated persons who are aged ≥65 years, are immunosuppressed, or have other underlying conditions might be at increased risk. These persons should receive targeted interventions including chronic disease management, precautions to reduce exposure, additional primary and booster vaccine doses, and effective pharmaceutical therapy as indicated to reduce risk for severe COVID-19 outcomes. Increasing COVID-19 vaccination coverage is a public health priority.


Assuntos
Vacinas contra COVID-19/administração & dosagem , COVID-19/complicações , COVID-19/prevenção & controle , Hospitalização/estatística & dados numéricos , Vacinação/estatística & dados numéricos , Adulto , Idoso , Cuidados Críticos/estatística & dados numéricos , Bases de Dados Factuais , Morte , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Respiração Artificial , Insuficiência Respiratória/complicações , Fatores de Risco , SARS-CoV-2/imunologia , Estados Unidos/epidemiologia , Adulto Jovem
16.
MMWR Morb Mortal Wkly Rep ; 71(4): 146-152, 2022 Jan 28.
Artigo em Inglês | MEDLINE | ID: mdl-35085225

RESUMO

The B.1.1.529 (Omicron) variant of SARS-CoV-2, the virus that causes COVID-19, was first clinically identified in the United States on December 1, 2021, and spread rapidly. By late December, it became the predominant strain, and by January 15, 2022, it represented 99.5% of sequenced specimens in the United States* (1). The Omicron variant has been shown to be more transmissible and less virulent than previously circulating variants (2,3). To better understand the severity of disease and health care utilization associated with the emergence of the Omicron variant in the United States, CDC examined data from three surveillance systems and a large health care database to assess multiple indicators across three high-COVID-19 transmission periods: December 1, 2020-February 28, 2021 (winter 2020-21); July 15-October 31, 2021 (SARS-CoV-2 B.1.617.2 [Delta] predominance); and December 19, 2021-January 15, 2022 (Omicron predominance). The highest daily 7-day moving average to date of cases (798,976 daily cases during January 9-15, 2022), emergency department (ED) visits (48,238), and admissions (21,586) were reported during the Omicron period, however, the highest daily 7-day moving average of deaths (1,854) was lower than during previous periods. During the Omicron period, a maximum of 20.6% of staffed inpatient beds were in use for COVID-19 patients, 3.4 and 7.2 percentage points higher than during the winter 2020-21 and Delta periods, respectively. However, intensive care unit (ICU) bed use did not increase to the same degree: 30.4% of staffed ICU beds were in use for COVID-19 patients during the Omicron period, 0.5 percentage points lower than during the winter 2020-21 period and 1.2 percentage points higher than during the Delta period. The ratio of peak ED visits to cases (event-to-case ratios) (87 per 1,000 cases), hospital admissions (27 per 1,000 cases), and deaths (nine per 1,000 cases [lagged by 3 weeks]) during the Omicron period were lower than those observed during the winter 2020-21 (92, 68, and 16 respectively) and Delta (167, 78, and 13, respectively) periods. Further, among hospitalized COVID-19 patients from 199 U.S. hospitals, the mean length of stay and percentages who were admitted to an ICU, received invasive mechanical ventilation (IMV), and died while in the hospital were lower during the Omicron period than during previous periods. COVID-19 disease severity appears to be lower during the Omicron period than during previous periods of high transmission, likely related to higher vaccination coverage,† which reduces disease severity (4), lower virulence of the Omicron variant (3,5,6), and infection-acquired immunity (3,7). Although disease severity appears lower with the Omicron variant, the high volume of ED visits and hospitalizations can strain local health care systems in the United States, and the average daily number of deaths remains substantial.§ This underscores the importance of national emergency preparedness, specifically, hospital surge capacity and the ability to adequately staff local health care systems. In addition, being up to date on vaccination and following other recommended prevention strategies are critical to preventing infections, severe illness, or death from COVID-19.


Assuntos
COVID-19/epidemiologia , Utilização de Instalações e Serviços/tendências , Hospitalização/estatística & dados numéricos , SARS-CoV-2 , Adolescente , Adulto , Criança , Pré-Escolar , Cuidados Críticos/estatística & dados numéricos , Serviço Hospitalar de Emergência/estatística & dados numéricos , Humanos , Lactente , Tempo de Internação/estatística & dados numéricos , Pessoa de Meia-Idade , Índice de Gravidade de Doença , Estados Unidos/epidemiologia
17.
Ann Surg ; 275(2): 252-258, 2022 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-35007227

RESUMO

OBJECTIVE: To evaluate the impact of the COVID-19 pandemic on the outcome of major trauma patients in the Netherlands. SUMMARY BACKGROUND DATA: Major trauma patients highly rely on immediate access to specialized services, including ICUs, shortages caused by the impact of the COVID-19 pandemic may influence their outcome. METHODS: A multi-center observational cohort study, based on the Dutch National Trauma Registry was performed. Characteristics, resource usage, and outcome of major trauma patients (injury severity score ≥16) treated at all trauma-receiving hospitals during the first COVID-19 peak (March 23 through May 10) were compared with those treated from the same period in 2018 and 2019 (reference period). RESULTS: During the peak period, 520 major trauma patients were admitted, versus 570 on average in the pre-COVID-19 years. Significantly fewer patients were admitted to ICU facilities during the peak than during the reference period (49.6% vs 55.8%; P=0.016). Patients with less severe traumatic brain injuries in particular were less often admitted to the ICU during the peak (40.5% vs 52.5%; P=0.005). Moreover, this subgroup showed an increased mortality compared to the reference period (13.5% vs 7.7%; P=0.044). These results were confirmed using multivariable logistic regression analyses. In addition, a significant increase in observed versus predicted mortality was recorded for patients who had a priori predicted mortality of 50% to 75% (P=0.012). CONCLUSIONS: The COVID-19 peak had an adverse effect on trauma care as major trauma patients were less often admitted to ICU and specifically those with minor through moderate brain injury had higher mortality rates.


Assuntos
COVID-19/epidemiologia , Pandemias , Ferimentos e Lesões/mortalidade , Ferimentos e Lesões/terapia , Adulto , Idoso , Lesões Encefálicas Traumáticas/mortalidade , Lesões Encefálicas Traumáticas/terapia , Cuidados Críticos/estatística & dados numéricos , Serviço Hospitalar de Emergência/estatística & dados numéricos , Utilização de Instalações e Serviços , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Países Baixos/epidemiologia , SARS-CoV-2 , Triagem
18.
Nutrients ; 14(2)2022 Jan 14.
Artigo em Inglês | MEDLINE | ID: mdl-35057521

RESUMO

This study aimed to assess current evidence regarding the effect of selenium (Se) supplementation on the prognosis in patients sustaining trauma. MEDLINE, Embase, and Web of Science databases were searched with the following terms: "trace element", "selenium", "copper", "zinc", "injury", and "trauma". Seven studies were included in the meta-analysis. The pooled results showed that Se supplementation was associated with a lower mortality rate (OR 0.733, 95% CI: 0.586, 0.918, p = 0.007; heterogeneity, I2 = 0%). Regarding the incidence of infectious complications, there was no statistically significant benefit after analyzing the four studies (OR 0.942, 95% CI: 0.695, 1.277, p = 0.702; heterogeneity, I2 = 14.343%). The patients with Se supplementation had a reduced ICU length of stay (standard difference in means (SMD): -0.324, 95% CI: -0.382, -0.265, p < 0.001; heterogeneity, I2 = 0%) and lesser hospital length of stay (SMD: -0.243, 95% CI: -0.474, -0.012, p < 0.001; heterogeneity, I2 = 45.496%). Se supplementation after trauma confers positive effects in decreasing the mortality and length of ICU and hospital stay.


Assuntos
Suplementos Nutricionais , Selênio/administração & dosagem , Oligoelementos/administração & dosagem , Ferimentos e Lesões/mortalidade , Ferimentos e Lesões/terapia , Adulto , Ensaios Clínicos como Assunto , Cuidados Críticos/estatística & dados numéricos , Resultados de Cuidados Críticos , Feminino , Humanos , Unidades de Terapia Intensiva/estatística & dados numéricos , Tempo de Internação , Masculino , Pessoa de Meia-Idade , Prognóstico , Resultado do Tratamento
19.
BMJ ; 376: e068407, 2022 01 07.
Artigo em Inglês | MEDLINE | ID: mdl-34996756

RESUMO

OBJECTIVE: To assess the effect of statin treatment versus placebo on clinical outcomes in patients with covid-19 admitted to the intensive care unit (ICU). DESIGN: INSPIRATION/INSPIRATION-S was a multicenter, randomized controlled trial with a 2×2 factorial design. Results for the anticoagulation randomization have been reported previously. Results for the double blind randomization to atorvastatin versus placebo are reported here. SETTING: 11 hospitals in Iran. PARTICIPANTS: Adults aged ≥18 years with covid-19 admitted to the ICU. INTERVENTION: Atorvastatin 20 mg orally once daily versus placebo, to be continued for 30 days from randomization irrespective of hospital discharge status. MAIN OUTCOME MEASURES: The primary efficacy outcome was a composite of venous or arterial thrombosis, treatment with extracorporeal membrane oxygenation, or all cause mortality within 30 days from randomization. Prespecified safety outcomes included increase in liver enzyme levels more than three times the upper limit of normal and clinically diagnosed myopathy. A clinical events committee blinded to treatment assignment adjudicated the efficacy and safety outcomes. RESULTS: Of 605 patients randomized between 29 July 2020 and 4 April 2021 for statin randomization in the INSPIRATION-S trial, 343 were co-randomized to intermediate dose versus standard dose prophylactic anticoagulation with heparin based regimens, whereas 262 were randomized after completion of the anticoagulation study. 587 of the 605 participants were included in the primary analysis of INSPIRATION-S, reported here: 290 were assigned to atorvastatin and 297 to placebo (median age 57 years (interquartile range 45-68 years); 256 (44%) women). The primary outcome occurred in 95 (33%) patients assigned to atorvastatin and 108 (36%) assigned to placebo (odds ratio 0.84, 95% confidence interval 0.58 to 1.21). Death occurred in 90 (31%) patients in the atorvastatin group and 103 (35%) in the placebo group (odds ratio 0.84, 95% confidence interval 0.58 to 1.22). Rates for venous thromboembolism were 2% (n=6) in the atorvastatin group and 3% (n=9) in the placebo group (odds ratio 0.71, 95% confidence interval 0.24 to 2.06). Myopathy was not clinically diagnosed in either group. Liver enzyme levels were increased in five (2%) patients assigned to atorvastatin and six (2%) assigned to placebo (odds ratio 0.85, 95% confidence interval 0.25 to 2.81). CONCLUSIONS: In adults with covid-19 admitted to the ICU, atorvastatin was not associated with a significant reduction in the composite of venous or arterial thrombosis, treatment with extracorporeal membrane oxygenation, or all cause mortality compared with placebo. Treatment was, however, found to be safe. As the overall event rates were lower than expected, a clinically important treatment effect cannot be excluded. TRIAL REGISTRATION: ClinicalTrials.gov NCT04486508.


Assuntos
Anticoagulantes/uso terapêutico , Atorvastatina/uso terapêutico , COVID-19/complicações , Cuidados Críticos/métodos , Tromboembolia Venosa/epidemiologia , Adolescente , Adulto , Idoso , COVID-19/mortalidade , Cuidados Críticos/estatística & dados numéricos , Método Duplo-Cego , Oxigenação por Membrana Extracorpórea/estatística & dados numéricos , Feminino , Heparina/uso terapêutico , Humanos , Unidades de Terapia Intensiva , Irã (Geográfico)/epidemiologia , Masculino , Pessoa de Meia-Idade , Razão de Chances , SARS-CoV-2 , Resultado do Tratamento , Tromboembolia Venosa/prevenção & controle , Tromboembolia Venosa/virologia , Adulto Jovem
20.
J Trauma Acute Care Surg ; 92(1): 74-80, 2022 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-34932043

RESUMO

INTRODUCTION: Patient outcome prediction models are underused in clinical practice because of lack of integration with real-time patient data. The electronic health record (EHR) has the ability to use machine learning (ML) to develop predictive models. While an EHR ML model has been developed to predict clinical deterioration, it has yet to be validated for use in trauma. We hypothesized that the Epic Deterioration Index (EDI) would predict mortality and unplanned intensive care unit (ICU) admission in trauma patients. METHODS: A retrospective analysis of a trauma registry was used to identify patients admitted to a level 1 trauma center for >24 hours from October 2019 to July 2020. We evaluated the performance of the EDI, which is constructed from 125 objective patient measures within the EHR, in predicting mortality and unplanned ICU admissions. We performed a 5 to 1 match on age because it is a major component of EDI, then examined the area under the receiver operating characteristic curve (AUROC), and benchmarked it against Injury Severity Score (ISS) and new injury severity score (NISS). RESULTS: The study cohort consisted of 1,325 patients admitted with a mean age of 52.5 years and 91% following blunt injury. The in-hospital mortality rate was 2%, and unplanned ICU admission rate was 2.6%. In predicting mortality, the maximum EDI within 24 hours of admission had an AUROC of 0.98 compared with 0.89 of ISS and 0.91 of NISS. For unplanned ICU admission, the EDI slope within 24 hours of ICU admission had a modest performance with an AUROC of 0.66. CONCLUSION: Epic Deterioration Index appears to perform strongly in predicting in-patient mortality similarly to ISS and NISS. In addition, it can be used to predict unplanned ICU admissions. This study helps validate the use of this real-time EHR ML-based tool, suggesting that EDI should be incorporated into the daily care of trauma patients. LEVEL OF EVIDENCE: Prognostic, level III.


Assuntos
Cuidados Críticos , Registros Eletrônicos de Saúde/estatística & dados numéricos , Aprendizado de Máquina , Ferimentos e Lesões , Cuidados Críticos/métodos , Cuidados Críticos/estatística & dados numéricos , Feminino , Mortalidade Hospitalar , Humanos , Escala de Gravidade do Ferimento , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Prognóstico , Sistema de Registros/estatística & dados numéricos , Medição de Risco/métodos , Medição de Risco/estatística & dados numéricos , Estados Unidos/epidemiologia , Ferimentos e Lesões/diagnóstico , Ferimentos e Lesões/mortalidade , Ferimentos e Lesões/terapia
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