Background: Certain aspects of intensive care unit admission and care, including patient acuity and treatments to manage acute critical illnesses, can intensify loss of functionality and decrease quality of life after hospital discharge. We sought to identify the risk factors associated with functional decline following critical illness and explore its impact on health-related quality of life in a post hoc analysis of a prospective multi-center cohort study. Methods: The study involved 1,301 critically ill subjects who were assessed 3 months after their discharge from the ICU. The subjects were selected from 10 representative hospitals located across the 5 regions of Brazil, and the assessment period ranged from May 2014 to December 2018. Results: Subjects who were previously able to independently manage their activities of daily living (Barthel score of ≥76) were assessed during their ICU stay and 3 months following ICU discharge. Out of the 954 subjects considered in the analysis, 562 (58.9%) experienced functional decline. The study identified several risk factors associated with functional decline (P < .05), including age ≥65 years (relative risk, 1.179; 95% CI 1.06-1.31), lower educational level (relative risk, 1.14; 95% CI 1.00-1.31), high risk of death in the ICU (relative risk, 1.003; 95% CI 1.001-1.005), and the development of symptoms such as anxiety, depression, or ICU-acquired weakness during ICU stay. Functional decline was also associated with lower scores in both the physical domain (34.7 vs 44.0, P < .001) and the mental domain (48.3 vs 54.1, P < .001) of the Short-Form Health Survey score that measured health-related quality of life. Conclusions: Functional decline is a common outcome following ICU stay, and it is associated with characteristics presented before ICU admission and with the severity of the critical illness. Furthermore, functional decline impacts the quality of life of ICU survivors.
OBJECTIVE:Rule-based structured data algorithms and natural language processing (NLP) approaches applied to unstructured clinical notes have limited accuracy and poor generalizability for identifying immunosuppression. Large language models (LLMs) may effectively identify patients with heterogenous types of immunosuppression from unstructured clinical notes. We compared the performance of LLMs applied to unstructured notes for identifying patients with immunosuppressive conditions or immunosuppressive medication use against 2 baselines: (1) structured data algorithms using diagnosis codes and medication orders and (2) NLP approaches applied to unstructured notes. MATERIALS AND METHODS:We used hospital admission notes from a primary cohort of 827 intensive care unit (ICU) patients at Northwestern Memorial Hospital and a validation cohort of 200 ICU patients at Beth Israel Deaconess Medical Center, along with diagnosis codes and medication orders from the primary cohort. We evaluated the performance of structured data algorithms, NLP approaches, and LLMs in identifying 7 immunosuppressive conditions and 6 immunosuppressive medications. RESULTS:In the primary cohort, structured data algorithms achieved peak F1 scores ranging from 0.30 to 0.97 for identifying immunosuppressive conditions and medications. NLP approaches achieved peak F1 scores ranging from 0 to 1. GPT-4o outperformed or matched structured data algorithms and NLP approaches across all conditions and medications, with F1 scores ranging from 0.51 to 1. GPT-4o also performed impressively in our validation cohort (F1 = 1 for 8/13 variables). DISCUSSION:LLMs, particularly GPT-4o, outperformed structured data algorithms and NLP approaches in identifying immunosuppressive conditions and medications with robust external validation. CONCLUSION:LLMs can be applied for improved cohort identification for research purposes.
Background: Refractory cardiogenic shock (CS) is associated with high mortality rates, and the use of venoarterial extracorporeal membrane oxygenation (VA-ECMO) as a therapeutic option has generated discussions. Therefore, its cost-effectiveness, especially in low- and middle-income countries like Brazil, remains uncertain. Objectives: To conduct a cost-utility analysis from the Brazilian Unified Health System perspective to assess the costeffectiveness of VA-ECMO combined with standard care compared to standard care alone in adult refractory CS patients. Methods: We followed a cohort of refractory CS patients treated with VA-ECMO in tertiary care centers located in Southern Brazilian. We collected data on hospital outcomes and costs. We conducted a systematic review to supplement our data and utilized a Markov model to estimate incremental cost-effectiveness ratios (ICERs) per quality-adjusted life year (QALY) and per life-year gained. Results: In the base-case analysis, VA-ECMO yielded an ICER of Int$ 37,491 per QALY. Sensitivity analyses identified hospitalization cost, relative risk of survival, and VA-ECMO group survival as key drivers of results. Probabilistic sensitivity analysis favored VA-ECMO, with a 78% probability of cost-effectiveness at the recommended willingness-to- pay threshold. Conclusions: Our study suggests that, within the Brazilian Health System framework, VA-ECMO may be a cost-effective therapy for refractory CS. However, limited efficacy data and recent trials questioning its benefit in specific patient subsets highlight the need for further research. Rigorous clinical trials, encompassing diverse patient profiles, are essential to confirm cost-effectiveness and ensure equitable access to advanced medical interventions within healthcare systems, particularly in socio-economically diverse countries like Brazil.
Resumo Fundamento O choque cardiogênico (CC) refratário está associado com altas taxas de mortalidade, e o uso de oxigenação por membrana extracorpórea venoarterial (VA-ECMO, do inglês venoarterial extracorporeal membrane oxygenation) como uma opção terapêutica tem gerado discussões. Nesse sentido, sua custo-efetividade, principalmente em países de baixa e média renda como o Brasil, continua incerto.Objetivos: Conduzir uma análise de custo-efetividade na perspectiva do Sistema Único de Saúde (SUS) para avaliar a custo-efetividade de VA-ECMO combinado com o tratamento padrão em comparação ao tratamento padrão isolado em pacientes adultos com CC refratário. Métodos Acompanhamos uma coorte de pacientes com CC refratário tratados com VA-ECMO em centros de assistência terciária do sul brasileiro. Coletamos dados de desfechos e custos hospitalares. Realizamos uma revisão sistemática para complementar nossos dados e usamos o modelo de Markov para estimar a razão de custo-efetividade incremental (RCEI) por ano de vida ajustado pela qualidade (QALY) e por ano de vida ganho. Resultados Na análise do caso-base, a VA-ECMO gerou uma RCEI de Int$ 37 491 por QALY. Análises de sensibilidade identificaram o custo de internação, o risco relativo de sobrevida, e a sobrevida do grupo submetido à VA-ECMO como principais variáveis influenciando os resultados. A análise de sensibilidade probabilística mostrou um benefício do uso de VA-ECMO, com uma probabilidade de 78% de custo-efetividade no limiar recomendado de disposição a pagar. Conclusões Nosso estudo sugere que, dentro do SUS, VA-ECMO pode ser uma terapia custo-efetiva para o CC refratário. Contudo, a escassez de dados sobre a eficácia e de ensaios clínicos recentes que abordem seus benefícios em subgrupos específicos de pacientes destaca a necessidade de mais pesquisas. Ensaios clínicos rigorosos, incluindo perfis diversos de pacientes, são essenciais para confirmar a custo-efetividade com uso de VA-ECMO e assegurar acesso igualitário a intervenções médicas avançadas dentro dos sistemas de saúde, especialmente em países com desigualdades socioeconômicas como o Brasil.
OBJECTIVE: To investigate whether family participation in intensive care unit interdisciplinary bedside rounds affects family satisfaction. METHODS: A cross-sectional study was conducted at a 56-bed, adult, mixed intensive care unit of a tertiary hospital in Southern Brazil. From May to June 2019, family members of patients who stayed in the intensive care unit for at least 48 hours were invited to participate in the study at the time of patient discharge. The main exposure variable was participation in intensive care unit bedside rounds during the intensive care unit stay. Family satisfaction was assessed by using the Brazilian version of the Family Satisfaction in the Intensive Care Unit questionnaire. RESULTS: Of the 234 screened individuals, 118 were included. Eleven participants withdrew consent. A total of 107 individuals were assessed; 58 (54%) reported being present during bedside rounds, and 49 (46%) reported never being present. General satisfaction and satisfaction with the decision-making process were higher among families who were present during rounds than among families who were not (p = 0.01 and p = 0.007, respectively). CONCLUSION: The presence during interdisciplinary rounds was associated with improved general satisfaction and satisfaction with the decision-making aspect. This outcome indicates that efforts must be directed to conduct studies with more robust methodologies to confirm this association.
BACKGROUNDDespite guidelines promoting the prevention and aggressive treatment of ventilator-associated pneumonia (VAP), the importance of VAP as a driver of outcomes in mechanically ventilated patients, including patients with severe COVID-19, remains unclear. We aimed to determine the contribution of unsuccessful treatment of VAP to mortality for patients with severe pneumonia.METHODSWe performed a single-center, prospective cohort study of 585 mechanically ventilated patients with severe pneumonia and respiratory failure, 190 of whom had COVID-19, who underwent at least 1 bronchoalveolar lavage. A panel of intensive care unit (ICU) physicians adjudicated the pneumonia episodes and endpoints on the basis of clinical and microbiological data. Given the relatively long ICU length of stay (LOS) among patients with COVID-19, we developed a machine-learning approach called CarpeDiem, which grouped similar ICU patient-days into clinical states based on electronic health record data.RESULTSCarpeDiem revealed that the long ICU LOS among patients with COVID-19 was attributable to long stays in clinical states characterized primarily by respiratory failure. While VAP was not associated with mortality overall, the mortality rate was higher for patients with 1 episode of unsuccessfully treated VAP compared with those with successfully treated VAP (76.4% versus 17.6%, P < 0.001). For all patients, including those with COVID-19, CarpeDiem demonstrated that unresolving VAP was associated with a transitions to clinical states associated with higher mortality.CONCLUSIONSUnsuccessful treatment of VAP is associated with higher mortality. The relatively long LOS for patients with COVID-19 was primarily due to prolonged respiratory failure, placing them at higher risk of VAP.FUNDINGNational Institute of Allergy and Infectious Diseases (NIAID), NIH grant U19AI135964; National Heart, Lung, and Blood Institute (NHLBI), NIH grants R01HL147575, R01HL149883, R01HL153122, R01HL153312, R01HL154686, R01HL158139, P01HL071643, and P01HL154998; National Heart, Lung, and Blood Institute (NHLBI), NIH training grants T32HL076139 and F32HL162377; National Institute on Aging (NIA), NIH grants K99AG068544, R21AG075423, and P01AG049665; National Library of Medicine (NLM), NIH grant R01LM013337; National Center for Advancing Translational Sciences (NCATS), NIH grant U01TR003528; Veterans Affairs grant I01CX001777; Chicago Biomedical Consortium grant; Northwestern University Dixon Translational Science Award; Simpson Querrey Lung Institute for Translational Science (SQLIFTS); Canning Thoracic Institute of Northwestern Medicine.
To assess the association between acute disease severity and 1-year quality of life in patients discharged after hospitalisation due to coronavirus disease 2019 (COVID-19). We conducted a prospective cohort study nested in 5 randomised clinical trials between March 2020 and March 2022 at 84 sites in Brazil. Adult post-hospitalisation COVID-19 patients were followed for 1 year. The primary outcome was the utility score of EuroQol five-dimension three-level (EQ-5D-3L). Secondary outcomes included all-cause mortality, major cardiovascular events, and new disabilities in instrumental activities of daily living. Adjusted generalised estimating equations were used to assess the association between outcomes and acute disease severity according to the highest level on a modified ordinal scale during hospital stay (2: no oxygen therapy; 3: oxygen by mask or nasal prongs; 4: high-flow nasal cannula oxygen therapy or non-invasive ventilation; 5: mechanical ventilation). 1508 COVID-19 survivors were enrolled. Primary outcome data were available for 1156 participants. At 1 year, compared with severity score 2, severity score 5 was associated with lower EQ-5D-3L utility scores (0.7 vs 0.84; adjusted difference, − 0.1 [95% CI − 0.15 to − 0.06]); and worse results for all-cause mortality (7.9% vs 1.2%; adjusted difference, 7.1% [95% CI 2.5%–11.8%]), major cardiovascular events (5.6% vs 2.3%; adjusted difference, 2.6% [95% CI 0.6%–4.6%]), and new disabilities (40.4% vs 23.5%; adjusted difference, 15.5% [95% CI 8.5%–22.5]). Severity scores 3 and 4 did not differ consistently from score 2. COVID-19 patients who needed mechanical ventilation during hospitalisation have lower 1-year quality of life than COVID-19 patients who did not need mechanical ventilation during hospitalisation.
OBJECTIVE:To investigate whether family participation in intensive care unit interdisciplinary bedside rounds affects family satisfaction.METHODS:A cross-sectional study was conducted at a 56-bed, adult, mixed intensive care unit of a tertiary hospital in Southern Brazil. From May to June 2019, family members of patients who stayed in the intensive care unit for at least 48 hours were invited to participate in the study at the time of patient discharge. The main exposure variable was participation in intensive care unit bedside rounds during the intensive care unit stay. Family satisfaction was assessed by using the Brazilian version of the Family Satisfaction in the Intensive Care Unit questionnaire.RESULTS:Of the 234 screened individuals, 118 were included. Eleven participants withdrew consent. A total of 107 individuals were assessed; 58 (54%) reported being present during bedside rounds, and 49 (46%) reported never being present. General satisfaction and satisfaction with the decision-making process were higher among families who were present during rounds than among families who were not (p = 0.01 and p = 0.007, respectively).CONCLUSION:The presence during interdisciplinary rounds was associated with improved general satisfaction and satisfaction with the decision-making aspect. This outcome indicates that efforts must be directed to conduct studies with more robust methodologies to confirm this association.
Clinical data sharing, combined with deep learning, and soon quantum computing, has the potential to radically accelerate research, improve health care, and lower costs. Unfortunately, those tools also make it much easier to use the data in ways that can harm patients. This article will argue that the vast amounts of data collected by data brokers, combined with advances in computing, have made reidentification a serious risk for any clinical data that is shared openly. The new National Institute of Health data sharing policy acknowledges this new reality by directing researchers to consider controlled access for any individual-level data. The clinical data sharing community would be well-advised to follow the lead of the physics and astronomy communities and create a "walled garden" approach to data sharing. While the investment will be significant, this approach provides a more optimal combination of both access and privacy. Some design considerations for walled gardens are discussed. The article concludes with a list of recommended actions that can be taken by individuals and institutions today.1.
Aims: Treatment with mechanical circulatory support (MCS) has been proposed to mitigate mortality in cardiogenic shock (CS). However, there is a lack of data on MCS programs implementation and the effect of the learning curve on its outcomes in limited resources countries such as Brazil. Methods: Prospective cohort of patients with CS admitted in four tertiary-care centers treated with Impella CP or veno-arterial extracorporeal membrane oxygenation (VA-ECMO). Clinical outcomes were peri-procedural complications, short-term mortality rate, and the centers' learning curve. The cohort was divided into two periods: from April 2017 to July 2018 (n = 24), and from August 2018 to December 2020 (n = 25). Results: The study enrolled 49 patients [age 59 (43-63) years; 34 (70%) males]. The most common causes for CS were acute myocardial infarction in 22 (45%) and acute decompensation of chronic heart failure in 10 (20%). VA-ECMO was employed in 35 (71%) and Impella CP in 14 (29%) of patients. Overall complications occurred in 37 (76%) of patients, where major bleeding in 19 (38%) was the most common. The overall mortality rate was 61%, but it was lower in the second period (40%) in comparison to the first period (83%), p = 0.002. The learning curve analysis showed a decrease in the mortality rate after 40 consecutive cases. Conclusions: Implementation of a temporary MCS program for refractory CS in a limited resource country is feasible. The learning curve effect might have played a role on survival rate since high morbimortality has decreased within time reaching optimal results by the end of the study.
OBJECTIVES: To investigate whether the effect of a flexible ICU visiting policy that includes flexible visitation plus visitor education on anxiety symptoms of family members is mediated by satisfaction and involvement in patient care. DESIGN: We embedded a multivariable path mediation analysis within a cluster-randomized crossover trial as a secondary analysis of The ICU Visits Study (ClinicalTrials.gov number: NCT02932358). SETTING: Thirty-six medical-surgical ICUs in Brazil. PATIENTS: Closest relatives of adult ICU patients. INTERVENTIONS: Flexible visitation (12 hr/d) supported by family education or usual restricted visitation (median, 1.5 hr/d). MEASUREMENTS AND MAIN RESULTS: Overall, 863 family members were assessed (mean age, 44.7 yr; women, 70.1%). Compared with the restricted visitation ( n = 436), flexible visitation ( n = 427) resulted in better mean anxiety scores (6.1 vs 7.8; mean difference, –1.78 [95% CI, –2.31 to –1.22]), as well as higher standardized scores of satisfaction (67% [95% CI, 55–79]) and involvement in patient care (77% [95% CI, 64–89]). The mediated effect of flexible visitation on mean anxiety scores through each incremental sd of satisfaction and involvement in patient care were –0.47 (95% CI, –0.68 to –0.24) and 0.29 (95% CI, 0.04–0.54), respectively. Upon exploratory analyses, emotional support, helping the ICU staff to understand patient needs, helping the patient to interpret ICU staff instructions, and patient reorientation were the domains of involvement in patient care associated with increased anxiety. CONCLUSIONS: A flexible ICU visiting policy reduces anxiety symptoms among family members and appears to work by increasing satisfaction. However, increased participation in some activities of patient care as a result of flexible visitation was associated with higher severity of anxiety symptoms.
Introduction The long-term effects caused by COVID-19 are unknown. The present study aims to assess factors associated with health-related quality of life and long-term outcomes among survivors of hospitalization for COVID-19 in Brazil. Methods This is a multicenter prospective cohort study nested in five randomized clinical trials designed to assess the effects of specific COVID-19 treatments in over 50 centers in Brazil. Adult survivors of hospitalization due to proven or suspected SARS-CoV-2 infection will be followed-up for a period of 1 year by means of structured telephone interviews. The primary outcome is the 1-year utility score of health-related quality of life assessed by the EuroQol-5D3L. Secondary outcomes include all-cause mortality, major cardiovascular events, rehospitalizations, return to work or study, physical functional status assessed by the Lawton-Brody Instrumental Activities of Daily Living, dyspnea assessed by the modified Medical Research Council dyspnea scale, need for long-term ventilatory support, symptoms of anxiety and depression assessed by the Hospital Anxiety and Depression Scale, symptoms of posttraumatic stress disorder assessed by the Impact of Event Scale-Revised, and self-rated health assessed by the EuroQol-5D3L Visual Analog Scale. Generalized estimated equations will be performed to test the association between five sets of variables (1- demographic characteristics, 2- premorbid state of health, 3- characteristics of acute illness, 4- specific COVID-19 treatments received, and 5- time-updated postdischarge variables) and outcomes. Ethics and dissemination The study protocol was approved by the Research Ethics Committee of all participant institutions. The results will be disseminated through conferences and peer-reviewed journals.
RESUMO Objetivo: Avaliar a capacidade do Teste de Caminhada de 6 Minutos para predizer a melhora do estado funcional físico em longo prazo de pacientes sobreviventes à unidade de terapia intensiva. Métodos: Foram avaliados, de forma prospectiva, entre fevereiro de 2017 e agosto de 2018, em um ambulatório pós-unidade de terapia intensiva, 32 sobreviventes à unidade de terapia intensiva. Foram inscritos consecutivamente os pacientes com permanência na unidade de terapia intensiva acima de 72 horas (para admissões emergenciais) ou acima de 120 horas (para admissões eletivas) que compareceram ao ambulatório pós-unidade de terapia intensiva 4 meses após receberem alta da unidade de terapia intensiva. A associação entre a distância percorrida no Teste de Caminhada de 6 Minutos realizado na avaliação inicial e a evolução do estado funcional físico foi avaliada durante 8 meses, com utilização do Índice de Barthel. Resultados: A distância média percorrida no Teste de Caminhada de 6 Minutos foi significantemente mais baixa nos sobreviventes à unidade de terapia intensiva do que na população geral (405m versus 557m; p < 0,001). A idade (β = -4,0; p < 0,001) e a fraqueza muscular (β = -99,7; p = 0,02) se associaram com a distância percorrida no Teste de Caminhada de 6 Minutos. A distância percorrida no Teste de Caminhada de 6 Minutos se associou com melhora do estado funcional físico no período de 8 meses de acompanhamento desses pacientes (razão de chance para cada 10m: 1,07; IC95% 1,01 - 1,16; p = 0,03). A área sob a curva Característica de Operação do Receptor para predição da melhora funcional física pelo Teste de Caminhada de 6 Minutos foi de 0,72 (IC95% 0,53 - 0,88). Conclusão: O Teste de Caminhada de 6 Minutos, realizado 4 meses após a alta da unidade de terapia intensiva, predisse com precisão moderada a melhora do estado funcional físico de sobreviventes à unidade de terapia intensiva.
Abstract Objective To determine whether tocilizumab improves clinical outcomes for patients with severe or critical coronavirus disease 2019 (covid-19). Design Randomised, open label trial. Setting Nine hospitals in Brazil, 8 May to 17 July 2020. Participants Adults with confirmed covid-19 who were receiving supplemental oxygen or mechanical ventilation and had abnormal levels of at least two serum biomarkers (C reactive protein, D dimer, lactate dehydrogenase, or ferritin). The data monitoring committee recommended stopping the trial early, after 129 patients had been enrolled, because of an increased number of deaths at 15 days in the tocilizumab group. Interventions Tocilizumab (single intravenous infusion of 8 mg/kg) plus standard care (n=65) versus standard care alone (n=64). Main outcome measure The primary outcome, clinical status measured at 15 days using a seven level ordinal scale, was analysed as a composite of death or mechanical ventilation because the assumption of odds proportionality was not met. Results A total of 129 patients were enrolled (mean age 57 (SD 14) years; 68% men) and all completed follow-up. All patients in the tocilizumab group and two in the standard care group received tocilizumab. 18 of 65 (28%) patients in the tocilizumab group and 13 of 64 (20%) in the standard care group were receiving mechanical ventilation or died at day 15 (odds ratio 1.54, 95% confidence interval 0.66 to 3.66; P=0.32). Death at 15 days occurred in 11 (17%) patients in the tocilizumab group compared with 2 (3%) in the standard care group (odds ratio 6.42, 95% confidence interval 1.59 to 43.2). Adverse events were reported in 29 of 67 (43%) patients who received tocilizumab and 21 of 62 (34%) who did not receive tocilizumab. Conclusions In patients with severe or critical covid-19, tocilizumab plus standard care was not superior to standard care alone in improving clinical outcomes at 15 days, and it might increase mortality. Trial registration ClinicalTrials.gov NCT04403685 .
OBJECTIVE:To evaluate the ability of the 6-Minute Walk Test to predict long-term physical functional status improvement among intensive care unit survivors.METHODS:Thirty-two intensive care unit survivors were prospectively evaluated from February 2017 to August 2018 in a post-intensive care unit outpatient clinic in Brazil. Individuals with intensive care unit stays > 72 hours (emergency admissions) or > 120 hours (elective admissions) attending the post-intensive care unit clinic four months after intensive care unit discharge were consecutively enrolled. The association between the 6-Minute Walk Test distance at baseline and physical functional status was assessed over 8 months using the Barthel Index.RESULTS:The mean 6-Minute Walk Test distance was significantly lower in intensive care unit survivors than in the general population (405m versus 557m; p < 0.001). Age (β = -4.0; p < 0.001) and muscle weakness (β = -99.7; p = 0.02) were associated with the 6-Minute Walk Test distance. A 6-Minute Walk Test distance was associated with improvement in physical functional status over the 8-month follow-up (odds ratio for each 10m of 1.07; 95%CI 1.01 - 1.16; p = 0.03). The area under the Receiver Operating Characteristic curve for the 6-Minute Walk Test prediction of physical functional status improvement was 0.72 (95%CI 0.53 - 0.88).CONCLUSION:The 6-Minute Walk Test performed 4 months after intensive care unit discharge predicted long-term physical functional status among intensive care unit survivors with moderate accuracy.
BACKGROUND: Survivors of critical care may demonstrate mental health disorders in the months after discharge. RESEARCH QUESTION: What are risk factors for mental health disorders after ICU discharge and is there an association between the burden of mental illness and health-related quality of life (HRQoL)? STUDY DESIGN AND METHODS: Multicenter prospective cohort study that included 579 adult ICU survivors with an ICU stay of > 72 h in 10 ICUs. RESULTS: The outcomes were anxiety and depression assessed by the Hospital Anxiety and Depression Scale, posttraumatic stress disorder (PTSD) assessed by the Impact Event Scale 6, and HRQoL assessed by the Short Form 12 version 2. The 6-month prevalences of any mental health disorder were 36.2% (the prevalences of anxiety, depression, and PTSD were 24.2%, 20.9%, and 15.4%, respectively). ICU survivors with mental health disorders showed worse HRQoL scores in both physical and mental dimensions than those without. The higher the number of psychiatric syndromes manifested, the worse the mental dimension of HRQoL. Age of < 65 years (P = .009), history of depression (P = .009), anxiety (P = .003) and depression (P = .02) symptoms at ICU discharge, physical dependence (P = .01), and decreased physical functional status (P = .04) at 6 months were associated with anxiety. History of depression (P = .001), depression symptoms at ICU discharge (P < .001), and decreased physical functional status at 6 months (P = .01) were associated with depression. Depression symptoms at ICU discharge (P = .01), physical dependence (P = .01), and decreased physical functional status (P = .02) at 6 months were associated with PTSD. INTERPRETATION: The network of potential risk factors for mental illness among patients discharged from an ICU is complex and involves multiple factors (age, premorbid mental health, acute emotional stress, and physical impairment after ICU stay). The negative impact of the burden of mental illness on HRQoL among critical care survivors is of concern.
OBJECTIVES To identify the frequency, causes, and risk factors of early and late mortality among general adult patients discharged from ICUs. DESIGN Multicenter, prospective cohort study. SETTING ICUs of 10 tertiary hospitals in Brazil. PATIENTS One-thousand five-hundred fifty-four adult ICU survivors with an ICU stay greater than 72 hours for medical and emergency surgical admissions or greater than 120 hours for elective surgical admissions. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS The main outcomes were early (30 d) and late (31 to 365 d) mortality. Causes of death were extracted from death certificates and medical records. Twelve-month cumulative mortality was 28.2% (439 deaths). The frequency of early mortality was 7.9% (123 deaths), and the frequency of late mortality was 22.3% (316 deaths). Infections were the leading cause of death in both early (47.2%) and late (36.4%) periods. Multivariable analysis identified age greater than or equal to 65 years (hazard ratio, 1.65; p = 0.01), pre-ICU high comorbidity (hazard ratio, 1.59; p = 0.02), pre-ICU physical dependence (hazard ratio, 2.29; p < 0.001), risk of death at ICU admission (hazard ratio per 1% increase, 1.008; p = 0.03), ICU-acquired infections (hazard ratio, 2.25; p < 0.001), and ICU readmission (hazard ratio, 3.76; p < 0.001) as risk factors for early mortality. Age greater than or equal to 65 years (hazard ratio, 1.30; p = 0.03), pre-ICU high comorbidity (hazard ratio, 2.28; p < 0.001), pre-ICU physical dependence (hazard ratio, 2.00; p < 0.001), risk of death at ICU admission (hazard ratio per 1% increase, 1.010; p < 0.001), and ICU readmission (hazard ratios, 4.10, 4.17, and 1.82 for death between 31 and 60 days, 61 and 90 days, and greater than 90 days after ICU discharge, respectively; p < 0.001 for all comparisons) were associated with late mortality. CONCLUSIONS Infections are the main cause of death after ICU discharge. Older age, pre-ICU comorbidities, pre-ICU physical dependence, severity of illness at ICU admission, and ICU readmission are associated with increased risk of early and late mortality, while ICU-acquired infections are associated with increased risk of early mortality.
Background: To evaluate the prognostic value of peak serum lactate and lactate clearance at several time points in cardiogenic shock treated with temporary mechanical circulatory support (MCS) using veno-arterial extracorporeal membrane oxygenation (VA-ECMO) or Impella CP ® . Methods: Serum lactate and clearance were measured before MCS and at 1h, 6h, 12h, and 24h post-MCS in 43 patients at four tertiary-care centers in Southern Brazil. Prognostic value was assessed by univariable and multivariable analysis and receiver operating characteristic (ROC) curves for 30-day mortality. Results: VA-ECMO was the most common MCS modality (58%). Serum lactate levels at all time points and lactate clearance after 6h were associated with mortality on unadjusted and adjusted analyses. Lactate levels were higher in non-survivors at 6h, 12h, and 24h after MCS. Serum lactate > 1.55 mmol/L at 24h was the best single prognostic marker of 30-day mortality [area under the ROC curve = 0.81 (0.67-0.94); positive predictive value = 86%). Failure to improve serum lactate after 24h was associated with 100% mortality. Conclusions: Serum lactate was an important prognostic biomarker in cardiogenic shock treated with temporary MCS. Serum lactate and lactate clearance at 24h were the strongest independent predictors of short-term survival.
OBJECTIVE:To establish the prevalence of physical, cognitive and psychiatric disabilities, associated factors and their relationship with the qualities of life of intensive care survivors in Brazil.METHODS:A prospective multicenter cohort study is currently being conducted at 10 adult medical-surgical intensive care units representative of the 5 Brazilian geopolitical regions. Patients aged ≥ 18 years who are discharged from the participating intensive care units and stay 72 hours or more in the intensive care unit for medical or emergency surgery admissions or 120 hours or more for elective surgery admissions are consecutively included. Patients are followed up for a period of one year by means of structured telephone interviews conducted at 3, 6 and 12 months after discharge from the intensive care unit. The outcomes are functional dependence, cognitive dysfunction, anxiety and depression symptoms, posttraumatic stress symptoms, health-related quality of life, rehospitalization and long-term mortality.DISCUSSION:The present study has the potential to contribute to current knowledge of the prevalence and factors associated with postintensive care syndrome among adult intensive care survivors in Brazil. In addition, an association might be established between postintensive care syndrome and health-related quality of life.
Importance The effects of intensive care unit (ICU) visiting hours remain uncertain. Objective To determine whether a flexible family visitation policy in the ICU reduces the incidence of delirium. Design, Setting and Participants Cluster-crossover randomized clinical trial involving patients, family members, and clinicians from 36 adult ICUs with restricted visiting hours (<4.5 hours per day) in Brazil. Participants were recruited from April 2017 to June 2018, with follow-up until July 2018. Interventions Flexible visitation (up to 12 hours per day) supported by family education (n = 837 patients, 652 family members, and 435 clinicians) or usual restricted visitation (median, 1.5 hours per day; n = 848 patients, 643 family members, and 391 clinicians). Nineteen ICUs started with flexible visitation, and 17 started with restricted visitation. Main Outcomes and Measures Primary outcome was incidence of delirium during ICU stay, assessed using the CAM-ICU. Secondary outcomes included ICU-acquired infections for patients; symptoms of anxiety and depression assessed using the HADS (range, 0 [best] to 21 [worst]) for family members; and burnout for ICU staff (Maslach Burnout Inventory). Results Among 1685 patients, 1295 family members, and 826 clinicians enrolled, 1685 patients (100%) (mean age, 58.5 years; 47.2% women), 1060 family members (81.8%) (mean age, 45.2 years; 70.3% women), and 737 clinicians (89.2%) (mean age, 35.5 years; 72.9% women) completed the trial. The mean daily duration of visits was significantly higher with flexible visitation (4.8 vs 1.4 hours; adjusted difference, 3.4 hours [95% CI, 2.8 to 3.9]; P < .001). The incidence of delirium during ICU stay was not significantly different between flexible and restricted visitation (18.9% vs 20.1%; adjusted difference, -1.7% [95% CI, -6.1% to 2.7%]; P = .44). Among 9 prespecified secondary outcomes, 6 did not differ significantly between flexible and restricted visitation, including ICU-acquired infections (3.7% vs 4.5%; adjusted difference, -0.8% [95% CI, -2.1% to 1.0%]; P = .38) and staff burnout (22.0% vs 24.8%; adjusted difference, -3.8% [95% CI, -4.8% to 12.5%]; P = .36). For family members, median anxiety (6.0 vs 7.0; adjusted difference, -1.6 [95% CI, -2.3 to -0.9]; P < .001) and depression scores (4.0 vs 5.0; adjusted difference, -1.2 [95% CI, -2.0 to -0.4]; P = .003) were significantly better with flexible visitation. Conclusions and Relevance Among patients in the ICU, a flexible family visitation policy, vs standard restricted visiting hours, did not significantly reduce the incidence of delirium. Trial Registration ClinicalTrials.gov Identifier: NCT02932358.