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Rodríguez A, Martín-Loeches I, Moreno G, Díaz E, Ferré C, Salgado M, Marín-Corral J, Estella A, Solé-Violán J, Trefler S, Zaragoza R, Socias L, Borges-Sa M, Restrepo MI, Guardiola JJ, Reyes LF, Albaya-Moreno A, Berlanga AC, Ortiz MDV, Ballesteros JC, Chinesta SS, Laderas JCP, Gómez J, Bodí M. Association of obesity on the outcome of critically ill patients affected by COVID-19. Med Intensiva 2024; 48:142-154. [PMID: 37923608 DOI: 10.1016/j.medine.2023.08.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2023] [Revised: 07/19/2023] [Accepted: 08/16/2023] [Indexed: 11/07/2023]
Abstract
OBJECTIVE To evaluate the impact of obesity on ICU mortality. DESIGN Observational, retrospective, multicentre study. SETTING Intensive Care Unit (ICU). PATIENTS Adults patients admitted with COVID-19 and respiratory failure. INTERVENTIONS None. PRIMARY VARIABLES OF INTEREST Collected data included demographic and clinical characteristics, comorbidities, laboratory tests and ICU outcomes. Body mass index (BMI) impact on ICU mortality was studied as (1) a continuous variable, (2) a categorical variable obesity/non-obesity, and (3) as categories defined a priori: underweight, normal, overweight, obesity and Class III obesity. The impact of obesity on mortality was assessed by multiple logistic regression and Smooth Restricted cubic (SRC) splines for Cox hazard regression. RESULTS 5,206 patients were included, 20 patients (0.4%) as underweight, 887(17.0%) as normal, 2390(46%) as overweight, 1672(32.1) as obese and 237(4.5%) as class III obesity. The obesity group patients (n = 1909) were younger (61 vs. 65 years, p < 0.001) and with lower severity scores APACHE II (13 [9-17] vs. 13[10-17, p < 0.01) than non-obese. Overall ICU mortality was 28.5% and not different for obese (28.9%) or non-obese (28.3%, p = 0.65). Only Class III obesity (OR = 2.19, 95%CI 1.44-3.34) was associated with ICU mortality in the multivariate and SRC analysis. CONCLUSIONS COVID-19 patients with a BMI > 40 are at high risk of poor outcomes in the ICU. An effective vaccination schedule and prolonged social distancing should be recommended.
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Affiliation(s)
- Alejandro Rodríguez
- Critical Care Department, Hospital Universitari de Tarragona Joan XXIII, Tarragona, Spain; Universidad Rovira & Virgili/Institut d'Investigació Sanitaria Pere Virigili/CIBERES, Tarragona, Spain.
| | - Ignacio Martín-Loeches
- Department of Intensive Care Medicine, Multidisciplinary Intensive Care Research Organization (MICRO), St. James's Hospital, Dublin, Ireland.
| | - Gerard Moreno
- Critical Care Department, Hospital Universitari de Tarragona Joan XXIII, Tarragona, Spain.
| | - Emili Díaz
- Critical Care Department, Hospital Parc Tauli, Sabadell, Spain.
| | - Cristina Ferré
- Critical Care Department, Hospital Universitari de Tarragona Joan XXIII, Tarragona, Spain.
| | - Melina Salgado
- Critical Care Department, Hospital Universitari de Tarragona Joan XXIII, Tarragona, Spain.
| | | | - Angel Estella
- Critical Care Department, Hospital Universitario de Jerez, Jerez de la Frontera, Spain.
| | - Jordi Solé-Violán
- Critical Care Department, Hospital Universitario Dr. Negrin/Universidad Fernando Pessoa, Las Palmas de Gran Canaria, Spain.
| | - Sandra Trefler
- Critical Care Department, Hospital Universitari de Tarragona Joan XXIII, Tarragona, Spain.
| | - Rafael Zaragoza
- Critical Care Department, Hospital Dr. Peset, Valencia, Spain.
| | - Lorenzo Socias
- Critical Care Department, Hospital Son Llatzer, Palma de Mallorca, Spain.
| | - Marcio Borges-Sa
- Critical Care Department, Hospital Son Llatzer, Palma de Mallorca, Spain.
| | - Marcos I Restrepo
- Medical Intensive Care Unit South Texas Veterans Health Care System Audie L. Murphy Division/University of Texas Health San Antonio, San Antonio, TX, USA.
| | - Juan J Guardiola
- Robley Rex VA Medical Center/University of Louisville, Louisville, USA.
| | - Luis F Reyes
- Unisabana Center for Translational Science, Universidad de La Sabana, Clinica Universidadde La Sabana, Chía, Colombia/Pandemic Sciences Institute, University of Oxford, Oxford, UK.
| | - Antonio Albaya-Moreno
- Critical Care Department, Hospital Universitario de Guadalajara, Guadalajara, Spain.
| | | | | | | | | | | | - Josep Gómez
- Technical Secretary, Hospital Universitario de Tarragona Joan XXIII/URV, Tarragona, Spain.
| | - María Bodí
- Critical Care Department, Hospital Universitari de Tarragona Joan XXIII, Tarragona, Spain; Universidad Rovira & Virgili/Institut d'Investigació Sanitaria Pere Virigili/CIBERES, Tarragona, Spain.
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Rodríguez A, Gómez F, Sarvisé C, Gutiérrez C, Giralt MG, Guerrero-Torres MD, Pardo-Granell S, Picó-Plana E, Benavent-Bofill C, Trefler S, Berrueta J, Canadell L, Claverias L, Esteve Pitarch E, Olona M, García Pardo G, Teixidó X, Bordonado L, Sans MT, Bodí M. Clinical and Microbiological Impact of Implementing a Decision Support Algorithm through Microbiologic Rapid Diagnosis in Critically Ill Patients: An Epidemiological Retrospective Pre-/Post-Intervention Study. Biomedicines 2023; 11:3330. [PMID: 38137551 PMCID: PMC10741655 DOI: 10.3390/biomedicines11123330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 12/07/2023] [Accepted: 12/08/2023] [Indexed: 12/24/2023] Open
Abstract
BACKGROUND Data on the benefits of rapid microbiological testing on antimicrobial consumption (AC) and antimicrobial resistance patterns (ARPs) are scarce. We evaluated the impact of a protocol based on rapid techniques on AC and ARP in intensive care (ICU) patients. METHODS A retrospective pre- (2018) and post-intervention (2019-2021) study was conducted in ICU patients. A rapid diagnostic algorithm was applied starting in 2019 in patients with a lower respiratory tract infection. The incidence of nosocomial infections, ARPs, and AC as DDDs (defined daily doses) were monitored. RESULTS A total of 3635 patients were included: 987 in the pre-intervention group and 2648 in the post-intervention group. The median age was 60 years, the sample was 64% male, and the average APACHE II and SOFA scores were 19 points and 3 points. The overall ICU mortality was 17.2% without any differences between the groups. An increase in the number of infections was observed in the post-intervention group (44.5% vs. 17.9%, p < 0.01), especially due to an increase in the incidence of ventilator-associated pneumonia (44.6% vs. 25%, p < 0.001). AC decreased from 128.7 DDD in 2018 to 66.0 DDD in 2021 (rate ratio = 0.51). An increase in Pseudomonas aeruginosa susceptibility of 23% for Piperacillin/tazobactam and 31% for Meropenem was observed. CONCLUSION The implementation of an algorithm based on rapid microbiological diagnostic techniques allowed for a significant reduction in AC and ARPs without affecting the prognosis of critically ill patients.
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Affiliation(s)
- Alejandro Rodríguez
- Critical Care Department, Hospital Universitari de Tarragona Joan XXIII, Mallafre Guasch 4, 43005 Tarragona, Spain; (S.T.); (J.B.); (L.C.); (M.B.)
- Faculty of Medicine, Department of Basic Medical Sciences, Rovira & Virgili University, 43005 Tarragona, Spain;
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
- Centre for Biomedical Research in Respiratory Diseases Network (CIBERES), 43005 Tarragona, Spain
| | - Frederic Gómez
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
- Microbiology/Clinical Analysis Laboratory, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain
- Faculty of Medicine, Department of Medicine and Surgery, Rovira & Virgili University, 43005 Tarragona, Spain
- Centre for Biomedical Research in Infectious Diseases Network (CIBERINFEC), 28220 Madrid, Spain
| | - Carolina Sarvisé
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
- Microbiology/Clinical Analysis Laboratory, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain
| | - Cristina Gutiérrez
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
- Molecular Biology/Clinical Analysis Laboratory, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain
| | - Montserrat Galofre Giralt
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
- Microbiology/Clinical Analysis Laboratory, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain
| | - María Dolores Guerrero-Torres
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
- Microbiology/Clinical Analysis Laboratory, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain
| | - Sergio Pardo-Granell
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
- Microbiology/Clinical Analysis Laboratory, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain
| | - Ester Picó-Plana
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
- Microbiology/Clinical Analysis Laboratory, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain
| | - Clara Benavent-Bofill
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
- Molecular Biology/Clinical Analysis Laboratory, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain
| | - Sandra Trefler
- Critical Care Department, Hospital Universitari de Tarragona Joan XXIII, Mallafre Guasch 4, 43005 Tarragona, Spain; (S.T.); (J.B.); (L.C.); (M.B.)
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
| | - Julen Berrueta
- Critical Care Department, Hospital Universitari de Tarragona Joan XXIII, Mallafre Guasch 4, 43005 Tarragona, Spain; (S.T.); (J.B.); (L.C.); (M.B.)
- Tarragona Health Data Research Working Group (THeDaR), Critical Care Department, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain
| | - Laura Canadell
- Faculty of Medicine, Department of Basic Medical Sciences, Rovira & Virgili University, 43005 Tarragona, Spain;
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
- Hospital Pharmacy, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain
| | - Laura Claverias
- Critical Care Department, Hospital Universitari de Tarragona Joan XXIII, Mallafre Guasch 4, 43005 Tarragona, Spain; (S.T.); (J.B.); (L.C.); (M.B.)
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
| | - Erika Esteve Pitarch
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
- Hospital Pharmacy, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain
| | - Montserrat Olona
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
- Faculty of Medicine, Department of Medicine and Surgery, Rovira & Virgili University, 43005 Tarragona, Spain
- Preventive Medicine, Infection Control Group, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain
| | - Graciano García Pardo
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
- Preventive Medicine, Infection Control Group, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain
| | - Xavier Teixidó
- ICU Nursing, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain; (X.T.); (L.B.)
| | - Laura Bordonado
- ICU Nursing, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain; (X.T.); (L.B.)
| | - María Teresa Sans
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
- Microbiology/Clinical Analysis Laboratory, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain
- Molecular Biology/Clinical Analysis Laboratory, Hospital Universitari de Tarragona Joan XXIII, 43005 Tarragona, Spain
| | - María Bodí
- Critical Care Department, Hospital Universitari de Tarragona Joan XXIII, Mallafre Guasch 4, 43005 Tarragona, Spain; (S.T.); (J.B.); (L.C.); (M.B.)
- Pere Virgili Health Research Institute (IISPV), 43005 Tarragona, Spain; (F.G.); (C.S.); (C.G.); (M.G.G.); (M.D.G.-T.); (S.P.-G.); (E.P.-P.); (C.B.-B.); (E.E.P.); (M.O.); (G.G.P.); (M.T.S.)
- Centre for Biomedical Research in Respiratory Diseases Network (CIBERES), 43005 Tarragona, Spain
- Faculty of Medicine, Department of Medicine and Surgery, Rovira & Virgili University, 43005 Tarragona, Spain
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Villavicencio C, Daniel X, Cartanyá M, Leache J, Ferré C, Roure M, Bodí M, Vives M, Rodriguez A. CARDIAC OUTPUT IN CRITICALLY ILL PATIENTS CAN BE ESTIMATED EASILY AND ACCURATELY USING THE MINUTE DISTANCE OBTAINED BY PULSED-WAVE DOPPLER. Shock 2023; 60:553-559. [PMID: 37698504 DOI: 10.1097/shk.0000000000002210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/13/2023]
Abstract
ABSTRACT Background: Cardiac output (CO) assessment is essential for management of patients with circulatory failure. Among the different techniques used for their assessment, pulsed-wave Doppler cardiac output (PWD-CO) has proven to be an accurate and useful tool. Despite this, assessment of PWD-CO could have some technical difficulties, especially in the measurement of left ventricular outflow tract diameter (LVOTd). The use of a parameter such as minute distance (MD) which avoids LVOTd in the PWD-CO formula could be a simple and useful way to assess the CO in critically ill patients. Therefore, the aim of this study was to evaluate the correlation and agreement between PWD-CO and MD. Methods: A prospective and observational study was conducted over 2 years in a 30-bed intensive care unit (ICU). Adult patients who required CO monitoring were included. Clinical echocardiographic data were collected within the first 24 h and at least once more during the first week of ICU stay. PWD-CO was calculated using the average value of three LVOTd and left ventricular outflow tract velocity-time integral (LVOT-VTI) measurements, and heart rate. Minute distance was obtained from the product of LVOT-VTI × heart rate. Pulsed-wave Doppler cardiac output was correlated with MD using linear regression. Cardiac output was quantified from the MD using the equation defined by linear regression. Bland-Altman analysis was also used to evaluate the level of agreement between CO calculated from MD (MD-CO) and PWD-CO. The percentage error was calculated. Results: A total of 98 patients and 167 CO measurements were analyzed. Sixty-seven (68%) were male, the median age was 66 years (interquartile range [IQR], 53-75 years), and the median Acute Physiology and Chronic Health Evaluation II score was 22 (IQR, 16-26). The most common cause of admission was shock in 81 patients (82.7%). Sixty-nine patients (70.4%) were mechanically ventilated, and 68 (70%) required vasoactive drugs. The median CO was 5.5 L/min (IQR, 4.8-6.6 L/min), and the median MD was 1,850 cm/min (IQR, 1,520-2,160 cm/min). There was a significant correlation between PWD-CO and MD-CO in the general population ( R2 = 0.7; P < 0.05). This correlation improved when left ventricular ejection fraction (LVEF) was less than 60% ( R2 = 0.85, P < 0.05). Bland-Altman analysis showed good agreement between PWD-CO and MD-CO in the general population, the median bias was 0.02 L/min, the limits of agreement were -1.92 to +1.92 L/min. The agreement was better in patients with LVEF less than 60% with a median bias of 0.005 L/min and limits of agreement of -1.56 to 1.55 L/min. The percentage error was 17% in both cases. Conclusion: Measurement of MD in critically ill patients provides a simple and accurate estimate of CO, especially in patients with reduced or preserved LVEF. This would allow earlier cardiovascular assessment in patients with circulatory failure, which is of particular interest in difficult clinical or technical conditions.
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Affiliation(s)
| | - Xavier Daniel
- Critical Care Department, Joan XXIII - University Hospital, Tarragona, Spain
| | - Marc Cartanyá
- Critical Care Department, Joan XXIII - University Hospital, Tarragona, Spain
| | - Julen Leache
- Critical Care Department, Joan XXIII - University Hospital, Tarragona, Spain
| | - Cristina Ferré
- Critical Care Department, Joan XXIII - University Hospital, Tarragona, Spain
| | - Marina Roure
- Critical Care Department, Joan XXIII - University Hospital, Tarragona, Spain
| | - María Bodí
- Critical Care Department, Hospital Universitari Joan XXIII, URV/IISPV/CIBERES, 43005 Tarragona, Spain
| | - Marc Vives
- Department of Anesthesiology & Critical Care, Clínica Universidad de Navarra, Universidad de Navarra, Av. Pio XII, 36. 31008 Pamplona, Navarra, Spain
| | - Alejandro Rodriguez
- Critical Care Department, Hospital Universitari Joan XXIII, URV/IISPV/CIBERES, 43005 Tarragona, Spain
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Castillejos DG, Rubio ML, Ferre C, de Los Ángeles de Gracia M, Bodí M, Sandiumenge A. Psychological symptoms in difficult-to-sedate critical care survivors. Nurs Crit Care 2023; 28:679-688. [PMID: 34549485 DOI: 10.1111/nicc.12714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2020] [Revised: 08/22/2021] [Accepted: 09/03/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Critical care survivors often experience symptoms of anxiety, depression, or post-traumatic stress disorder (PTSD). AIMS To determine the prevalence and severity of psychological symptoms during the first 6 months after discharge from the intensive care unit (ICU) and to evaluate its association with patients who are difficult to sedate during admission. DESIGN Descriptive, prospective analysis of psychological symptoms in survivors from medicosurgical ICU over a 2-year period. METHODS All ICU survivors who required mechanical ventilation (MV) for more than 24 hours were followed for 6 months after their ICU discharge. ICU outcome and complications as well as the presence of psychological symptoms, 1 to 3 to 6 months after discharge were prospectively evaluated through phone interviews comparing the incidence and intensity of patients who were difficult to sedate during their ICU stay with those who were not. Descriptive analysis and multivariate logistic regression were performed. RESULTS Data were obtained for 195 patients, of whom 30% experienced difficult sedation (DS). Difficult-to-sedate patients were younger (P = .001), less critically ill (APACHE II score P = .002), and more likely to engage in harmful use of alcohol (P = .001) and psychoactive/psychotropic drug abuse. They also spent longer times on MV and in the ICU (P = .001). Anxiety incidence at 1 to 3 to 6 months post-discharge was significantly higher in DS patients than in those who were not (87.7% vs 45.4%, 75.5% vs 29.0%, and 70.8% vs 23.7%; P < .01), respectively. Depression incidence was also significantly higher in the DS group (82.4% vs 43.1%, 66% vs 33.9%, and 60.4% vs 27.2%; [P = .001]) at 1 to 3 to 6 months, respectively. A higher percentage of patients in the DS group reported symptoms of PTSD at 1 month (28.1% vs 11.5%) (P = .007) when compared with non-DS group. CONCLUSIONS Critical care survivors who are difficult to sedate during their ICU stay are more likely to present psychological sequelae. Early identification of at-risk patients is necessary to implement appropriate preventive strategies. RELEVANCE TO CLINICAL PRACTICE Patients who are difficult to sedate in the ICU may develop psychological disorders upon discharge, which may negatively affect their recovery. The prevention of DS and the early detection of psychological disorders are essential to minimize its subsequent impact.
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Affiliation(s)
| | | | - Carmen Ferre
- Department of Nursing, Rovira i Virgili University, Tarragona, Spain
| | | | - María Bodí
- University Hospital Joan XXIII/IISPV/URV Tarragona/CIBERES, Tarragona, Spain
| | - Alberto Sandiumenge
- Medical Trasplant Coordinator, University Hospital Vall d'Hebron, Barcelona, Spain
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Moreno G, Carbonell R, Díaz E, Martín-Loeches I, Restrepo MI, Reyes LF, Solé-Violán J, Bodí M, Canadell L, Guardiola J, Trefler S, Vidaur L, Papiol E, Socias L, Correig E, Marín-Corral J, Rodríguez A. Effectiveness of prolonged versus standard-course of oseltamivir in critically ill patients with severe influenza infection: A multicentre cohort study. J Med Virol 2023; 95:e29010. [PMID: 37537755 DOI: 10.1002/jmv.29010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 07/04/2023] [Accepted: 07/16/2023] [Indexed: 08/05/2023]
Abstract
The aim of this study is to investigate the effectiveness of prolonged versus standard course oseltamivir treatment among critically ill patients with severe influenza. A retrospective study of a prospectively collected database including adults with influenza infection admitted to 184 intensive care units (ICUs) in Spain from 2009 to 2018. Prolonged oseltamivir was defined if patients received the treatment beyond 5 days, whereas the standard-course group received oseltamivir for 5 days. The primary outcome was all-cause ICU mortality. Propensity score matching (PSM) was constructed, and the outcome was investigated through Cox regression and RCSs. Two thousand three hundred and ninety-seven subjects were included, of whom 1943 (81.1%) received prolonged oseltamivir and 454 (18.9%) received standard treatment. An optimal full matching algorithm was performed by matching 2171 patients, 1750 treated in the prolonged oseltamivir group and 421 controls in the standard oseltamivir group. After PSM, 387 (22.1%) patients in the prolonged oseltamivir and 119 (28.3%) patients in the standard group died (p = 0.009). After adjusting confounding factors, prolonged oseltamivir significantly reduced ICU mortality (odds ratio [OR]: 0.53, 95% confidence interval [CI]: 0.40-0.69). Prolonged oseltamivir may have protective effects on survival at Day 10 compared with a standard treatment course. Sensitivity analysis confirmed these findings. Compared with standard treatment, prolonged oseltamivir was associated with reduced ICU mortality in critically ill patients with severe influenza. Clinicians should consider extending the oseltamivir treatment duration to 10 days, particularly in higher-risk groups of prolonged viral shedding. Further randomized controlled trials are warranted to confirm these findings.
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Affiliation(s)
- Gerard Moreno
- Critical Care Department, Institut d'Investigació Sanitaria Pere Virgili (IISPV)/Hospital Universitari Joan XXIII, Tarragona, Spain
| | - Raquel Carbonell
- Critical Care Department, Institut d'Investigació Sanitaria Pere Virgili (IISPV)/Hospital Universitari Joan XXIII, Tarragona, Spain
| | - Emili Díaz
- Critical Care Department, Universitat Autónoma de Barcelona (UAB), Hospital Parc Taulí, Sabadell, Spain
| | - Ignacio Martín-Loeches
- Department of Intensive Care Medicine, Multidisciplinary Intensive Care Research Organization (MICRO), St. James's Hospital, Dublin, Ireland
| | - Marcos I Restrepo
- Department of Medicine, South Texas Veterans Health Care System and University of Texas Health, San Antonio, Texas, USA
| | - Luis F Reyes
- Infectious Diseases Department, Universidad de La Sabana, Chía, Colombia
| | - Jordi Solé-Violán
- Critical Care Department, Universidad Fernando Pessoa Canarias, Hospital Universitario Doctor Negrín, Gran Canaria, Spain
| | - María Bodí
- Critical Care Department, Institut d'Investigació Sanitaria Pere Virgili (IISPV)/Hospital Universitari Joan XXIII, Tarragona, Spain
- Universitat Rovira i Virgili (URV)/Centro de Investigación Biomédica en Red Enfermedades Respiratorias (CIBERES), Tarragona, Spain
| | - Laura Canadell
- Pharmacology Department, Universitat Rovira I Virgili (URV)/Institut d'Investigació Sanitaria Pere Virgili (IISPV), Hospital Universitari Joan XXIII, Tarragona, Spain
| | - Juan Guardiola
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Louisville and Robley Rex VA Medical Center, Louisville, Kentucky, USA
| | - Sandra Trefler
- Critical Care Department, Institut d'Investigació Sanitaria Pere Virgili (IISPV)/Hospital Universitari Joan XXIII, Tarragona, Spain
| | - Loreto Vidaur
- Critical Care Deptartment, Instituto de Investigación Sanitaria Biodonostia, Hospital Universitario de Donostia, San Sebastián, Spain
| | - Elisabeth Papiol
- Critical Care Department, Hospital Univesitari Vall d'Hebrón, Barcelona, Spain
| | - Lorenzo Socias
- Critical Care Department, Hospital Son Llàtzer, Palma de Mallorca, Spain
| | - Eudald Correig
- Department of Biostatistics, Universitat Rovira i Virgili (URV), Reus, Spain
| | - Judith Marín-Corral
- Critical Care Department, Research Group in Critical Disorders (GREPAC), IMIM, Hospital Del Mar, Barcelona, Spain
| | - Alejandro Rodríguez
- Critical Care Department, Institut d'Investigació Sanitaria Pere Virgili (IISPV)/Hospital Universitari Joan XXIII, Tarragona, Spain
- Universitat Rovira i Virgili (URV)/Centro de Investigación Biomédica en Red Enfermedades Respiratorias (CIBERES), Tarragona, Spain
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Plans-Galván O, Daniel X, Rosich S, Blázquez-Alcaide V, Gil-Castillejos D, Bodí M. [Use of isoflurane as treatment for super-refractory status epilepticus]. Rev Neurol 2023; 76:309-312. [PMID: 37102255 PMCID: PMC10478142 DOI: 10.33588/rn.7609.2022191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Indexed: 04/28/2023]
Abstract
INTRODUCTION Super-refractory status epilepticus (SRSE) is a neurological condition with an important morbidity and mortality rate, for which few therapeutic options are available. Inhalation sedation with isoflurane is currently a compassionate-use treatment in Spanish intensive care units. Little has been written about its usefulness in the treatment of refractory and super-refractory status epilepticus, but it appears to be a useful and safe therapeutic alternative for this condition. CASE REPORTS This article reviews three cases of SRSE treated with isoflurane. The capacity of isoflurane to control seizures was assessed by electroencephalographic monitoring. Other variables assessed were time to seizure control, survival, functional outcome and occurrence of complications secondary to isoflurane. In the three cases reviewed, isoflurane proved to be effective for seizure control in patients affected by SRSE. Seizure control was accomplished quickly and the minimum dose required to obtain a burst-suppression pattern was titrated easily and rapidly. Despite controlling epilepsy, high mortality was observed (66.66%). This is explained by both the mortality of SRSE and the underlying pathologies of the patients who died. The use of isoflurane did not give rise to any complications. CONCLUSION With the results obtained, it is feasible to think that the use of isoflurane is not related to lesions in the central nervous system reported in other articles, and this treatment can be considered effective and safe for the control of SRSE.
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Affiliation(s)
- O Plans-Galván
- Hospital Universitari Joan XXIII, 43007 Tarragona, España
| | - X Daniel
- Hospital Universitari Joan XXIII, 43007 Tarragona, España
| | - S Rosich
- Hospital Universitari Joan XXIII, 43007 Tarragona, España
| | | | | | - M Bodí
- Hospital Universitari Joan XXIII, 43007 Tarragona, España
- Universitat Rovira i Virgili, Reus, España
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Tarragona, España
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7
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Reyes LF, Rodriguez A, Fuentes YV, Duque S, García-Gallo E, Bastidas A, Serrano-Mayorga CC, Ibáñez-Prada ED, Moreno G, Ramirez-Valbuena PC, Ospina-Tascon G, Hernandez G, Silva E, Díaz AM, Jibaja M, Vera-Alarcon M, Díaz E, Bodí M, Solé-Violán J, Ferrer R, Albaya-Moreno A, Socias L, Figueroa W, Lozano-Villanueva JL, Varón-Vega F, Estella Á, Loza-Vazquez A, Jorge-García R, Sancho I, Shankar-Hari M, Martin-Loeches I. Risk factors for developing ventilator-associated lower respiratory tract infection in patients with severe COVID-19: a multinational, multicentre study, prospective, observational study. Sci Rep 2023; 13:6553. [PMID: 37085552 PMCID: PMC10119842 DOI: 10.1038/s41598-023-32265-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 03/24/2023] [Indexed: 04/23/2023] Open
Abstract
Around one-third of patients diagnosed with COVID-19 develop a severe illness that requires admission to the Intensive Care Unit (ICU). In clinical practice, clinicians have learned that patients admitted to the ICU due to severe COVID-19 frequently develop ventilator-associated lower respiratory tract infections (VA-LRTI). This study aims to describe the clinical characteristics, the factors associated with VA-LRTI, and its impact on clinical outcomes in patients with severe COVID-19. This was a multicentre, observational cohort study conducted in ten countries in Latin America and Europe. We included patients with confirmed rtPCR for SARS-CoV-2 requiring ICU admission and endotracheal intubation. Only patients with a microbiological and clinical diagnosis of VA-LRTI were included. Multivariate Logistic regression analyses and Random Forest were conducted to determine the risk factors for VA-LRTI and its clinical impact in patients with severe COVID-19. In our study cohort of 3287 patients, VA-LRTI was diagnosed in 28.8% [948/3287]. The cumulative incidence of ventilator-associated pneumonia (VAP) was 18.6% [610/3287], followed by ventilator-associated tracheobronchitis (VAT) 10.3% [338/3287]. A total of 1252 bacteria species were isolated. The most frequently isolated pathogens were Pseudomonas aeruginosa (21.2% [266/1252]), followed by Klebsiella pneumoniae (19.1% [239/1252]) and Staphylococcus aureus (15.5% [194/1,252]). The factors independently associated with the development of VA-LRTI were prolonged stay under invasive mechanical ventilation, AKI during ICU stay, and the number of comorbidities. Regarding the clinical impact of VA-LRTI, patients with VAP had an increased risk of hospital mortality (OR [95% CI] of 1.81 [1.40-2.34]), while VAT was not associated with increased hospital mortality (OR [95% CI] of 1.34 [0.98-1.83]). VA-LRTI, often with difficult-to-treat bacteria, is frequent in patients admitted to the ICU due to severe COVID-19 and is associated with worse clinical outcomes, including higher mortality. Identifying risk factors for VA-LRTI might allow the early patient diagnosis to improve clinical outcomes.Trial registration: This is a prospective observational study; therefore, no health care interventions were applied to participants, and trial registration is not applicable.
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Affiliation(s)
- Luis Felipe Reyes
- Unisabana Center for Translational Science, Universidad de La Sabana, Chía, Colombia.
- Clinica Universidad de La Sabana, Chía, Colombia.
- Pandemic Sciences Institute, University of Oxford, Oxford, UK.
| | - Alejandro Rodriguez
- Critical Care Department, URV/IISPV/CIBERES, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - Yuli V Fuentes
- Unisabana Center for Translational Science, Universidad de La Sabana, Chía, Colombia
- Clinica Universidad de La Sabana, Chía, Colombia
| | - Sara Duque
- Unisabana Center for Translational Science, Universidad de La Sabana, Chía, Colombia
| | - Esteban García-Gallo
- Unisabana Center for Translational Science, Universidad de La Sabana, Chía, Colombia
| | - Alirio Bastidas
- Unisabana Center for Translational Science, Universidad de La Sabana, Chía, Colombia
| | - Cristian C Serrano-Mayorga
- Unisabana Center for Translational Science, Universidad de La Sabana, Chía, Colombia
- Clinica Universidad de La Sabana, Chía, Colombia
| | - Elsa D Ibáñez-Prada
- Unisabana Center for Translational Science, Universidad de La Sabana, Chía, Colombia
| | - Gerard Moreno
- Critical Care Department, URV/IISPV/CIBERES, Hospital Universitari Joan XXIII, Tarragona, Spain
| | | | | | - Glenn Hernandez
- Critical Care Department, Pontificia Universidad Católica de Chile, Santiago, Chile
| | | | - Ana Maria Díaz
- Eugenio Espejo Hospital of Specialties, Quito, Pichincha, Ecuador
| | - Manuel Jibaja
- Eugenio Espejo Hospital of Specialties, Quito, Pichincha, Ecuador
| | | | - Emili Díaz
- Critical Care Department, Hospital Universitari Parc Taulí, Universitat Autonoma Barcelona, Sabadell, Spain
| | - María Bodí
- Critical Care Department, URV/IISPV/CIBERES, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - Jordi Solé-Violán
- Hospital Universitario Dr Negrín, Las Palmas de Gran Canaria, Spain
- Universidad Fernando Pessoa, Canarias, Spain
| | - Ricard Ferrer
- Vall d'Hebron Hospital Universitari, Barcelona, Spain
| | | | - Lorenzo Socias
- Son Llatzer University Hospital, Palma de Mallorca, Spain
| | - William Figueroa
- Unisabana Center for Translational Science, Universidad de La Sabana, Chía, Colombia
| | | | | | - Ángel Estella
- Jerez University Hospital, Jerez de la Frontera, Spain
| | - Ana Loza-Vazquez
- Critical Care Department, Hospital Universitario Virgen del Valme, Sevilla, Spain
| | | | - Isabel Sancho
- Critical Care Department, Hospital Universitario Miguel Servet, Zaragoza, Spain
| | - Manu Shankar-Hari
- Intensive Care Unit, Royal Infirmary of Edinburgh, Little France Crescent, Edinburgh, UK
- Centre for Inflammation Research, The University of Edinburgh, Edinburgh, Scotland, UK
| | - Ignacio Martin-Loeches
- Department of Intensive Care Medicine, Multidisciplinary Intensive Care Research Organization (MICRO), St. James's Hospital, Dublin, UK
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Moreno G, Ruiz-Botella M, Martín-Loeches I, Gómez Álvarez J, Jiménez Herrera M, Bodí M, Armestar F, Marques Parra A, Estella Á, Trefler S, Jorge García R, Murcia Paya J, Vidal Cortes P, Díaz E, Ferrer R, Albaya-Moreno A, Socias-Crespi L, Bonell Goytisolo J, Sancho Chinesta S, Loza A, Forcelledo Espina L, Pozo Laderas J, deAlba-Aparicio M, Sánchez Montori L, Vallverdú Perapoch I, Hidalgo V, Fraile Gutiérrez V, Casamitjana Ortega A, Martín Serrano F, Nieto M, Blasco Cortes M, Marín-Corral J, Solé-Violán J, Rodríguez A. A differential therapeutic consideration for use of corticosteroids according to established COVID-19 clinical phenotypes in critically ill patients. Med Intensiva 2023; 47:23-33. [PMID: 36272908 PMCID: PMC9579897 DOI: 10.1016/j.medine.2021.10.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2021] [Accepted: 10/02/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE To determine if the use of corticosteroids was associated with Intensive Care Unit (ICU) mortality among whole population and pre-specified clinical phenotypes. DESIGN A secondary analysis derived from multicenter, observational study. SETTING Critical Care Units. PATIENTS Adult critically ill patients with confirmed COVID-19 disease admitted to 63 ICUs in Spain. INTERVENTIONS Corticosteroids vs. no corticosteroids. MAIN VARIABLES OF INTEREST Three phenotypes were derived by non-supervised clustering analysis from whole population and classified as (A: severe, B: critical and C: life-threatening). We performed a multivariate analysis after propensity optimal full matching (PS) for whole population and weighted Cox regression (HR) and Fine-Gray analysis (sHR) to assess the impact of corticosteroids on ICU mortality according to the whole population and distinctive patient clinical phenotypes. RESULTS A total of 2017 patients were analyzed, 1171 (58%) with corticosteroids. After PS, corticosteroids were shown not to be associated with ICU mortality (OR: 1.0; 95% CI: 0.98-1.15). Corticosteroids were administered in 298/537 (55.5%) patients of "A" phenotype and their use was not associated with ICU mortality (HR=0.85 [0.55-1.33]). A total of 338/623 (54.2%) patients in "B" phenotype received corticosteroids. No effect of corticosteroids on ICU mortality was observed when HR was performed (0.72 [0.49-1.05]). Finally, 535/857 (62.4%) patients in "C" phenotype received corticosteroids. In this phenotype HR (0.75 [0.58-0.98]) and sHR (0.79 [0.63-0.98]) suggest a protective effect of corticosteroids on ICU mortality. CONCLUSION Our finding warns against the widespread use of corticosteroids in all critically ill patients with COVID-19 at moderate dose. Only patients with the highest inflammatory levels could benefit from steroid treatment.
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Affiliation(s)
- G. Moreno
- ICU, Hospital Universitario Joan XXIII/URV/IISPV, Tarragona, Spain
| | - M. Ruiz-Botella
- Tarragona Health Data Research Working Group (THeDaR) – ICU Hospital Universitario Joan XXIII, Tarragona, Spain
| | - I. Martín-Loeches
- Department of Intensive Care Medicine, Multidisciplinary Intensive Care Research Organization (MICRO), St. James's Hospital, Dublin, Ireland
| | - J. Gómez Álvarez
- Tarragona Health Data Research Working Group (THeDaR) – ICU Hospital Universitario Joan XXIII, Tarragona, Spain
| | | | - M. Bodí
- ICU, Hospital Universitario Joan XXIII/URV/IISPV, Tarragona, Spain,CIBERES/CIBERESUCICOVID
| | - F. Armestar
- ICU, Hospital Universitario German Trias i Pujol, Badalona, Spain
| | | | - Á. Estella
- ICU, Hospital Universitario de Jerez, Jerez de la Frontera, Spain
| | - S. Trefler
- ICU, Hospital Universitario Joan XXIII/URV/IISPV, Tarragona, Spain
| | | | | | - P. Vidal Cortes
- UCI, Complejo Hospitalario Universitario de Ourense, Orense, Spain
| | - E. Díaz
- UCI, Hospital Parc Taulí/UAB/CIBERES, Barcelona, Spain
| | - R. Ferrer
- UCI, Hospital Universitario Vall d’Hebron, Barcelona, Spain
| | | | - L. Socias-Crespi
- UCI, Hospital Universitario Son Llátzer, Palma de Mallorca, Spain
| | | | | | - A. Loza
- ICU, Hospital Universitario Nuestra Señora de Valme, Sevilla, Spain
| | - L. Forcelledo Espina
- ICU, Hospital Central de Asturias, Grupo de Investigación de Microbiología Traslacional del ISPA, Oviedo, Spain
| | | | | | | | | | - V. Hidalgo
- ICU, Hospital Complejo Asistencial de Segovia, Segovia, Spain
| | | | - A.M. Casamitjana Ortega
- UCI, Complejo Hospitalario Universitario Insular – Materno Infantil, Las Palmas de Gran Canaria, Spain
| | | | - M. Nieto
- UCI, Hospital Clínico San Carlos, Madrid, Spain
| | | | - J. Marín-Corral
- ICU, Hospital del Mar/GREPAC – IMIM, Barcelona, Spain,Division of Pulmonary Diseases & Critical Care Medicine, UTH San Antonio, San Antonio, TX, USA
| | - J. Solé-Violán
- ICU, Hospital Universitario Dr. Negrín, Las Palmas de Gran Canaria, Spain
| | - A. Rodríguez
- ICU, Hospital Universitario Joan XXIII/URV/IISPV, Tarragona, Spain,CIBERES/CIBERESUCICOVID,Corresponding author
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Villavicencio C, Daniel X, Ferré C, Cartanyá M, Pobo Á, Oliva I, Roure M, Leache J, Bodí M. Myocardial injury as a prognostic factor in critically ill patients with severe SARS-Cov-2 pneumonia. Med Intensiva 2023; 47:48-51. [PMID: 36344344 PMCID: PMC9635858 DOI: 10.1016/j.medine.2022.05.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 05/21/2022] [Indexed: 11/06/2022]
Affiliation(s)
- C Villavicencio
- Critical Care Department, Joan XXIII - University Hospital, Tarragona, Spain.
| | - X Daniel
- Critical Care Department, Joan XXIII - University Hospital, Tarragona, Spain
| | - C Ferré
- Critical Care Department, Joan XXIII - University Hospital, Tarragona, Spain
| | - M Cartanyá
- Critical Care Department, Joan XXIII - University Hospital, Tarragona, Spain
| | - Á Pobo
- Critical Care Department, Joan XXIII - University Hospital, Tarragona, Spain
| | - I Oliva
- Critical Care Department, Joan XXIII - University Hospital, Tarragona, Spain
| | - M Roure
- Critical Care Department, Joan XXIII - University Hospital, Tarragona, Spain
| | - J Leache
- Critical Care Department, Joan XXIII - University Hospital, Tarragona, Spain
| | - M Bodí
- Critical Care Department, Joan XXIII - University Hospital, Tarragona, Spain
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10
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Otero MJ, Merino de Cos P, Aquerreta Gónzalez I, Bodí M, Domingo Chiva E, Marrero Penichet SM, Martín Muñoz R, Martín Delgado MC. Assessment of the implementation of safe medication practices in Intensive Medicine Units. Med Intensiva 2022; 46:680-689. [PMID: 35660285 DOI: 10.1016/j.medine.2022.05.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Revised: 07/02/2021] [Accepted: 07/08/2021] [Indexed: 06/15/2023]
Abstract
OBJECTIVE To assess the level of implementation of medication safety practices in Intensive Care Units (ICUs) and to identify opportunities for improvement. DESIGN A descriptive multicenter study was carried out. SETTING Intensive Care Units. PARTICIPANTS/PROCEDURE A total of 40 ICUs voluntarily completed the "Medication use-system safety self-assessment for Intensive Care Units" between March and September 2020. The survey comprised 147 items for evaluation grouped into 10 key elements. MAIN VARIABLES Calculation was made of the mean scores and mean percentages based on the maximum possible values for the overall survey, referred to the key elements and to each individual item for evaluation. RESULTS The mean score of the overall questionnaire among the participating ICUs was 436.8 (49.2% of the maximum possible score). No differences were found according to functional dependence, size of the hospital or type of ICU. The key elements referred to the incorporation of clinical pharmacists in these Units, as well as the competence and training of the professionals in safety practices yielded the lowest values (31.2% and 33.2%, respectively). Three other key elements related to accessibility to information about patients and medicines; to the standardization, storage and distribution of medicines; and to the quality and risk management programs, yielded percentages <50%. CONCLUSIONS Numerous effective safety medication practices have been identified with a low level of implementation in ICUs. This situation must be addressed in order to reduce medication errors in critically ill patients.
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Affiliation(s)
- M J Otero
- Instituto para el Uso Seguro de los Medicamentos (ISMP-España), IBSAL-Hospital Universitario de Salamanca, Salamanca, Spain.
| | - P Merino de Cos
- Servicio de Medicina Intensiva, Hospital Can Misses, Ibiza, Balearic Islands, Spain
| | | | - M Bodí
- Servicio de Medicina Intensiva, Hospital Universitario de Tarragona Joan XXIII, Tarragona, Spain
| | - E Domingo Chiva
- Servicio de Farmacia, Complejo Hospitalario Universitario de Albacete, Albacete, Spain
| | - S M Marrero Penichet
- Servicio de Farmacia, Hospital Universitario de Gran Canaria Dr. Negrín, Las Palmas de Gran Canaria, Las Palmas, Spain
| | - R Martín Muñoz
- Instituto para el Uso Seguro de los Medicamentos (ISMP-España), IBSAL-Hospital Universitario de Salamanca, Salamanca, Spain
| | - M C Martín Delgado
- Servicio de Medicina Intensiva, Hospital de Universitario de Torrejón, Torrejón de Ardoz, Madrid, Spain
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11
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Manrique S, Ruiz-Botella M, Rodríguez A, Gordo F, Guardiola JJ, Bodí M, Gómez J. Secondary use of data extracted from a clinical information system to assess the adherence of tidal volume and its impact on outcomes. Med Intensiva 2022; 46:619-629. [PMID: 36344013 DOI: 10.1016/j.medine.2022.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 03/09/2022] [Indexed: 06/16/2023]
Abstract
OBJECTIVES To extract data from clinical information systems to automatically calculate high-resolution quality indicators to assess adherence to recommendations for low tidal volume. DESIGN We devised two indicators: the percentage of time under mechanical ventilation with excessive tidal volume (>8mL/kg predicted body weight) and the percentage of patients who received appropriate tidal volume (≤8mL/kg PBW) at least 80% of the time under mechanical ventilation. We developed an algorithm to automatically calculate these indicators from clinical information system data and analyzed associations between them and patients' characteristics and outcomes. SETTINGS This study has been carried out in our 30-bed polyvalent intensive care unit between January 1, 2014 and November 30, 2019. PATIENTS All patients admitted to intensive care unit ventilated >72h were included. INTERVENTION Use data collected automatically from the clinical information systems to assess adherence to tidal volume recommendations and its outcomes. MAIN VARIABLES OF INTEREST Mechanical ventilation days, ICU length of stay and mortality. RESULTS Of all admitted patients, 340 met the inclusion criteria. Median percentage of time under mechanical ventilation with excessive tidal volume was 70% (23%-93%); only 22.3% of patients received appropriate tidal volume at least 80% of the time. Receiving appropriate tidal volume was associated with shorter duration of mechanical ventilation and intensive care unit stay. Patients receiving appropriate tidal volume were mostly male, younger, taller, and less severely ill. Adjusted intensive care unit mortality did not differ according to percentage of time with excessive tidal volume or to receiving appropriate tidal volume at least 80% of the time. CONCLUSIONS Automatic calculation of process-of-care indicators from clinical information systems high-resolution data can provide an accurate and continuous measure of adherence to recommendations. Adherence to tidal volume recommendations was associated with shorter duration of mechanical ventilation and intensive care unit stay.
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Affiliation(s)
- S Manrique
- Intensive Care Unit, Hospital Universitario Joan XXIII, Tarragona, Spain; Instituto de Investigación Sanitaria Pere i Virgili, Rovira i Virgili University, Tarragona, Spain.
| | - M Ruiz-Botella
- Intensive Care Unit, Hospital Universitario Joan XXIII, Tarragona, Spain
| | - A Rodríguez
- Intensive Care Unit, Hospital Universitario Joan XXIII, Tarragona, Spain; Instituto de Investigación Sanitaria Pere i Virgili, Rovira i Virgili University, Tarragona, Spain; Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES). Instituto de Salud Carlos III, Spain
| | - F Gordo
- Servicio de Medicina Intensiva, Hospital Universitario del Henares, Coslada, Madrid, Grupo de Investigación en Patología Crítica, Grado de Medicina, Universidad Francisco de Vitoria, Pozuelo de Alarcón, Madrid, Spain
| | | | - M Bodí
- Intensive Care Unit, Hospital Universitario Joan XXIII, Tarragona, Spain; Instituto de Investigación Sanitaria Pere i Virgili, Rovira i Virgili University, Tarragona, Spain; Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES). Instituto de Salud Carlos III, Spain
| | - J Gómez
- Intensive Care Unit, Hospital Universitario Joan XXIII, Tarragona, Spain; Instituto de Investigación Sanitaria Pere i Virgili, Rovira i Virgili University, Tarragona, Spain
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12
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Perelló P, Gómez J, Mariné J, Cabas MT, Arasa A, Ramos Z, Moya D, Reynals I, Bodí M, Magret M. Analysis of adherence to an early mobilization protocol in an intensive care unit: Data collected prospectively over a period of three years by the clinical information system. Medicina Intensiva (English Edition) 2022; 47:203-211. [PMID: 36344338 DOI: 10.1016/j.medine.2022.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 03/02/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE To determinate the adherence and barriers of our early mobilization protocol in patients who had received mechanical ventilation >48h in routine daily practice through clinical information system during all Intensive Care Unit (ICU) stay. DESIGN Observational and prospective cohort study. SETTING Polyvalent ICU over a three-year period (2017-2019). PATIENTS Adult patients on mechanical ventilation >48h who met the inclusion criteria for the early mobilization protocol. INTERVENTIONS None. MAIN VARIABLES OF INTEREST Demographics, adherence to the protocol and putative hidden adherence, total number of mobilizations, barriers, artificial airway/ventilatory support at each mobilization level and adverse events. RESULTS We analyzed 3269 stay-days from 388 patients with median age of 63 (51-72) years, median APACHE II 23 (18-29) and median ICU stay of 10.1 (6.2-16.5) days. Adherence to the protocol was 56.6% (1850 stay-days), but patients were mobilized in only 32.2% (1472) of all stay-days. The putative hidden adherence was 15.6% (509 stay-days) which would increase adherence to 72.2%. The most common reasons for not mobilizing patients were failure to meeting the criteria for clinical stability in 241 (42%) stay-days and unavailability of physiotherapists in 190 (33%) stay-days. Adverse events occurred in only 6 (0.4%) stay-days. CONCLUSIONS Data form Clinical Information System showed although adherence was high, patients were mobilized in only one-third of all stay-days. Knowing the specific reason why patient were not mobilized in each stay-day allow to develop concrete decisions to increase the number of mobilizations.
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Affiliation(s)
- P Perelló
- Critical Care Department, Hospital Universitari Joan XXIII, Tarragona, Spain; Institut d'Investigació Sanitaria Pere Virgili, Reus, Spain
| | - J Gómez
- Critical Care Department, Hospital Universitari Joan XXIII, Tarragona, Spain; Institut d'Investigació Sanitaria Pere Virgili, Reus, Spain; Universitat Rovira i Virgili, Reus, Spain
| | - J Mariné
- Critical Care Department, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - M T Cabas
- Critical Care Department, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - A Arasa
- Critical Care Department, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - Z Ramos
- Critical Care Department, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - D Moya
- Rehabilitation Department, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - I Reynals
- Rehabilitation Department, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - M Bodí
- Critical Care Department, Hospital Universitari Joan XXIII, Tarragona, Spain; Institut d'Investigació Sanitaria Pere Virgili, Reus, Spain; Universitat Rovira i Virgili, Reus, Spain; CIBERes, Spain
| | - M Magret
- Critical Care Department, Hospital Universitari Joan XXIII, Tarragona, Spain; Institut d'Investigació Sanitaria Pere Virgili, Reus, Spain; Universitat Rovira i Virgili, Reus, Spain; CIBERes, Spain.
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Sirgo G, Olona M, Martín-Delgado MC, Gordo F, Trenado J, García M, Bodí M. Cross-cultural adaptation of the SCORE survey and evaluation of the impact of Real-Time Random Safety Audits in organizational culture: A multicenter study. Med Intensiva 2022; 46:568-576. [PMID: 36155679 DOI: 10.1016/j.medine.2021.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 03/20/2021] [Indexed: 06/16/2023]
Abstract
OBJECTIVE To establish a cross-cultural adaptation of the Safety, Communication, Operational Reliability, and Engagement (SCORE) survey and to use this instrument to evaluate the impact of a safety intervention. DESIGN Cross-cultural adaptation and before-and-after evaluation study. SETTING 5 ICU. PARTICIPANTS Medical residents, attending physicians, and nurses at those ICU. INTERVENTIONS Adaptation of the SCORE survey to Spanish culture. The adapted survey was used to assess all safety-culture-related domains before and one-year after implementing the use of a safety tool, Real-Time Random Safety Audits (in Spanish: Análisis Aleatorios de Seguridad en Tiempo Real, AASTRE). MAIN OUTCOME MEASURE Adaptabiliy of the Spanish version of SCORE survey in the ICU setting and evaluation of the effect of AASTRE on their domains. RESULTS The cross-cultural adaptation was adequate. Post-AASTRE survey scores [mean (standard deviation, SD)] were significantly better in the domains learning environment [50.55 (SD 20.62) vs 60.76 (SD 23.66), p<.0001], perception of local leadership [47.98 (SD 23.57) vs 62.82 (SD 27.46), p<.0001], teamwork climate [51.19 (SD 18.55) vs 55.89 (SD 20.25), p=.031], safety climate [45.07 (SD 17.60) vs 50.36 (SD 19.65), p=.01], participation decision making [3 (SD 0.82) vs 3.65 (SD 0.87), p<.0001] and advancement in the organization [3.21 (SD 0.77) vs 4.04 (SD 0.77), p<.0001]. However, post-AASTRE scores were significantly worse in the domains workload and burnout climate. CONCLUSIONS The cross-cultural adaptation of the SCORE survey into Spanish is a useful tool for ICUs. The application of the AASTRE is associated with improvements in six SCORE domains, including the safety climate.
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Affiliation(s)
- G Sirgo
- Intensive Care Unit, University Hospital Joan XXIII, Pere Virgili Institute for Health Research, Rovira i Virgili University, Tarragona, Spain.
| | - M Olona
- Department of Preventive Medicine, University Hospital Joan XXIII, Rovira i Virgili University, Tarragona, Spain
| | - M C Martín-Delgado
- Intensive Care Unit, University Hospital Torrejón, Torrejón de Ardoz, Madrid, Spain
| | - F Gordo
- Intensive Care Unit, University Hospital Henares, Coslada, Madrid, Spain
| | - J Trenado
- Intensive Care Unit, University Hospital Mutua de Terrasa, Terrasa, Barcelona , Spain
| | - M García
- Intensive Care Unit, University Hospital Río Ortega, Valladolid, Spain
| | - M Bodí
- Intensive Care Unit, University Hospital Joan XXIII, Pere Virgili Institute for Health Research, Rovira i Virgili University, Tarragona, Spain
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Claverias L, Daniel X, Martín-Loeches I, Vidal-Cortez P, Gómez-Bertomeu F, Trefler S, Zaragoza R, Borges-Sa M, Reyes LF, Quindós G, Peman J, Bodí M, Díaz E, Sarvisé C, Pico E, Papiol E, Solé-Violan J, Marín-Corral J, Guardiola JJ, Rodríguez A. Impact of Aspergillus spp. isolation in the first 24 hours of admission in critically ill patients with severe influenza virus pneumonia. Med Intensiva 2022; 46:426-435. [PMID: 35868719 DOI: 10.1016/j.medine.2021.12.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 12/05/2021] [Indexed: 06/15/2023]
Abstract
OBJECTIVE To determine the incidence and impact of Aspergillus spp. isolation (AI) on ICU mortality in critically ill patients with severe influenza pneumonia during the first 24h of admission. DESIGN Secondary analysis of an observational and prospective cohort study. SETTING ICUs voluntary participating in the Spanish severe Influenza pneumonia registry, between June 2009 and June 2019. PATIENTS Consecutive patients admitted to the ICU with diagnosis of severe influenza pneumonia, confirmed by real-time polymerase chain reaction. INTERVENTIONS None. MAIN VARIABLES OF INTEREST Incidence of AI in respiratory samples. Demographic variables, comorbidities, need for mechanical ventilation and the presence of shock according at admission. Acute Physiology and Chronic Health Evaluation II (APACHE II) scale calculated on ICU admission. RESULTS 3702 patients were analyzed in this study. AI incidence was 1.13% (n=42). Hematological malignancies (OR 4.39, 95% CI 1.92-10.04); HIV (OR 3.83, 95% CI 1.08-13.63), and other immunosuppression situations (OR 4.87, 95% CI 1.99-11.87) were factors independently associated with the presence of Aspergillus spp. The automatic CHAID decision tree showed that hematologic disease with an incidence of 3.3% was the most closely AI related variable. Hematological disease (OR 2.62 95% CI 1.95-3.51), immunosuppression (OR 2.05 95% CI 1.46-2.88) and AI (OR 3.24, 95% CI 1.60-6.53) were variables independently associated with ICU mortality. CONCLUSIONS Empirical antifungal treatment in our population may only be justified in immunocompromised patients. In moderate-high risk cases, active search for Aspergillus spp. should be implemented.
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Affiliation(s)
- L Claverias
- Critical Care Department, Hospital Universitari Joan XXIII, Tarragona, Spain; Institut d'Investigació Sanitaria Pere Virgili, Reus, Spain.
| | - X Daniel
- Critical Care Department, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - I Martín-Loeches
- Multidisciplinary Intensive Care Research Organization (MICRO), Department of Intensive Care Medicine, St James's University Hospital, Dublin, Ireland
| | - P Vidal-Cortez
- Critical Care Department, Complejo Hospitalario Universitario Ourense, Spain
| | - F Gómez-Bertomeu
- Microbiology Department, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - S Trefler
- Critical Care Department, Hospital Universitari Joan XXIII, Tarragona, Spain; Institut d'Investigació Sanitaria Pere Virgili, Reus, Spain
| | - R Zaragoza
- Critical Care Department, Hospital Dr Peset, Valencia, Spain
| | - M Borges-Sa
- Multidisciplinar Sepsis Unit, Critical Care Department, Hospital Son Llàtzer, Palma de Mallorca, Spain
| | - L F Reyes
- Infectious Diseases Department, Universidad de La Sabana, Chía, Colombia; Critical Care Department, Clinica Universidad de La Sabana, Chía, Colombia
| | - G Quindós
- Department of Immunology, Microbiology and Parasitology, Faculty of Medicine and Nursery, University of the Basque Country (UPV/EHU), Bilbao, Spain
| | - J Peman
- Institute of Sanitary Investigation La Fe, Hospital Universitari I Politècnic La Fe, Valencia, Spain
| | - M Bodí
- Critical Care Department URV/IISPV/CIBERES, Hospital Universitari Joan XXIII Tarragona, Spain
| | - E Díaz
- Critical Care Department, Hospital Parc Taulí, Sabadell, Spain
| | - C Sarvisé
- Microbiology Department, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - E Pico
- Microbiology Department, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - E Papiol
- Critical Care Department, Hospital Valle Hebrón, Barcelona, Spain
| | - J Solé-Violan
- Critical Care Department Hospital Universitario Dr. Negrín, Las Palmas de Gran Canaria, Spain
| | - J Marín-Corral
- Critical Care Department, Hospital del Mar, Barcelona, Spain
| | - J J Guardiola
- Department of Pulmonary, Critical Care and Sleep Medicine, University of Louisville, USA
| | - A Rodríguez
- Critical Care Department URV/IISPV/CIBERES, Hospital Universitari Joan XXIII Tarragona, Spain
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15
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Proaños NJ, Reyes LF, Bastidas A, Martín-Loeches I, Díaz E, Suberviola B, Moreno G, Bodí M, Nieto M, Estella A, Sole-Violán J, Curcio D, Papiol E, Guardiola J, Rodríguez A. Prior influenza vaccine is not a risk factor for bacterial coinfection in patients admitted to the ICU due to severe influenza. Med Intensiva 2022; 46:436-445. [PMID: 35868720 DOI: 10.1016/j.medine.2021.05.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 05/22/2021] [Indexed: 06/15/2023]
Abstract
OBJECTIVE To determine whether the prior usage of the flu vaccine is a risk factor for bacterial co-infection in patients with severe influenza. DESIGN This was a retrospective observational cohort study of subjects admitted to the ICU. A propensity score matching, and logistic regression adjusted for potential confounders were carried out to evaluate the association between prior influenza vaccination and bacterial co-infection. SETTINGS 184 ICUs in Spain due to severe influenza. PATIENTS Patients included in the Spanish prospective flu registry. INTERVENTIONS Flu vaccine prior to the hospital admission. RESULTS A total of 4175 subjects were included in the study. 489 (11.7%) received the flu vaccine prior to develop influenza infection. Prior vaccinated patients were older 71 [61-78], and predominantly male 65.4%, with at least one comorbid condition 88.5%. Prior vaccination was not associated with bacterial co-infection in the logistic regression model (OR: 1.017; 95%CI 0.803-1.288; p=0.885). After matching, the average treatment effect of prior influenza vaccine on bacterial co-infection was not statistically significant when assessed by propensity score matching (p=0.87), nearest neighbor matching (p=0.59) and inverse probability weighting (p=0.99). CONCLUSIONS No association was identified between prior influenza vaccine and bacterial coinfection in patients admitted to the ICU due to severe influenza. Post influenza vaccination studies are necessary to continue evaluating the possible benefits.
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Affiliation(s)
| | - L F Reyes
- Universidad de La Sabana, Chía, Colombia; Clínica Universidad de La Sabana, Chía, Colombia.
| | - A Bastidas
- Universidad de La Sabana, Chía, Colombia
| | - I Martín-Loeches
- St James's University Hospital, Multidisciplinary Intensive Care Research Organization (MICRO), Trinity Centre for Health Sciences, Department of Anaesthesia and Critica Care, Dublin, Ireland
| | - E Díaz
- ICU Complejo Hospitalario Parc Taulí/UAB, Sabadell, Spain
| | - B Suberviola
- ICU Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - G Moreno
- ICU Hospital Universitario de Tarragona Joan XXIII, Tarragona, Spain
| | - M Bodí
- ICU Hospital Universitario de Tarragona Joan XXIII, Tarragona, Spain; IISPV/URV/CIBERES, Tarragona, Spain
| | - M Nieto
- ICU Hospital Clínico San Carlos, Madrid, Spain
| | - A Estella
- ICU Hospital de Jerez, Jerez de la Frontera, Spain
| | - J Sole-Violán
- ICU Hospital Universitario Dr. Negrín, Las Palmas de Gran Canaria, Spain
| | - D Curcio
- Departamento de Enfermedades Infecciosas, Universidad de Buenos Aires, Argentina
| | - E Papiol
- ICU Hospital Univseritario Vall d'Hebron, Barcelona, Spain
| | - J Guardiola
- University of Louisville and Robley Rex VA Medical Center, Division of Pulmonary, Critical Care and Sleep Medicine, Louisville, KY, United States
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Vidal-Cortés P, Martín MC, Díaz E, Bodí M, Igeño JC, Garnacho-Montero J. Impact of one year of pandemic on Spanish Intensive Care Units. Rev Esp Quimioter 2022; 35:392-400. [PMID: 35678324 PMCID: PMC9333115 DOI: 10.37201/req/025.2022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
Objective To measure the impact of the pandemic in Spanish ICUs. Material and methods On-line survey, conducted in April 2021, among SEMICYUC members. Participants were asked about number of patients admitted, increase in the number of beds and staff, structures created in the hospital and self-assessment of the work performed. Results We received 246 answers from 157 hospitals. 67.7% of the ICUs were expanded during the pandemic, overall increase in beds of 58.6%. The ICU medical staff increased by 6.1% and there has been a nursing shortage in 93.7% of units. Patients exceeded 200% the pre-pandemic ICU capacity. In 88% of the hospitals the collaboration of other specialists was necessary. The predominant collaboration model consisted of the intensive care medicine specialist being responsible for triage and coordinating patient management. Despite that 53.2% centres offered training for critical care, a deterioration in the quality of care was perceived. 84.2% hospitals drew up a Contingency Plan and in 77.8% of the hospitals a multidisciplinary committee was set up to agree on decision-making. Self-evaluation of the work performed was outstanding and 91.9% felt proud of what they had achieved, however, up to 15% considered leaving their job. Conclusions The Spanish ICUs assumed an unprecedented increase in the number of patients. They achieved it without hardly increasing their staff and, while intensive care medicine training was carried out for other specialists who collaborated. The degree of job satisfaction was consistent with pre-pandemic levels.
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Affiliation(s)
- P Vidal-Cortés
- Pablo Vidal-Cortes, Hospital Universitario de Ourense. Ramón Puga 42-54. Ourense, Spain.
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Perelló P, Gómez J, Mariné J, Cabas M, Arasa A, Ramos Z, Moya D, Reynals I, Bodí M, Magret M. Analysis of adherence to an early mobilization protocol in an intensive care unit: Data collected prospectively over a period of three years by the clinical information system. Med Intensiva 2022. [DOI: 10.1016/j.medin.2022.03.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Reyes LF, Rodriguez A, Bastidas A, Parra-Tanoux D, Fuentes YV, García-Gallo E, Moreno G, Ospina-Tascon G, Hernandez G, Silva E, Díaz AM, Jibaja M, Vera-Alarcon M, Díaz E, Bodí M, Solé-Violán J, Ferrer R, Albaya-Moreno A, Socias L, Estella Á, Loza-Vazquez A, Jorge-García R, Sancho I, Martin-Loeches I. Dexamethasone as risk-factor for ICU-acquired respiratory tract infections in severe COVID-19. J Crit Care 2022; 69:154014. [PMID: 35217370 PMCID: PMC8863516 DOI: 10.1016/j.jcrc.2022.154014] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 02/15/2022] [Accepted: 02/15/2022] [Indexed: 12/15/2022]
Abstract
PURPOSE Dexamethasone is the only drug that has consistently reduced mortality in patients with COVID-19, especially in patients needing oxygen or invasive mechanical ventilation. However, there is a growing concern about the relation of dexamethasone with the unprecedented rates of ICU-acquired respiratory tract infections (ICU-RTI) observed in patients with severe COVID-19. METHODS This was a multicenter, prospective cohort study; conducted in ten countries in Latin America and Europe. We included patients older than 18 with confirmed SARS-CoV-2 requiring ICU admission. A multivariate logistic regression and propensity score matching (PSM) analysis was conducted to determine the relation between dexamethasone treatment and ICU-RTI. RESULTS A total of 3777 patients were included. 2065 (54.7%) were treated with dexamethasone within the first 24 h of admission. After performing the PSM, patients treated with dexamethasone showed significantly higher proportions of VAP (282/1652 [17.1%] Vs. 218/1652 [13.2%], p = 0.014). Also, dexamethasone treatment was identified as an adjusted risk factor of ICU-RTI in the multivariate logistic regression model (OR 1.64; 95%CI: 1.37-1.97; p < 0.001). CONCLUSION Patients treated with dexamethasone for severe COVID-19 had a higher risk of developing ICU-acquired respiratory tract infections after adjusting for days of invasive mechanical ventilation and ICU length of stay, suggesting a cautious use of this treatment.
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Affiliation(s)
- Luis Felipe Reyes
- Universidad de La Sabana, Chia, Colombia; Clínica Universidad de La Sabana, Chía, Colombia.
| | | | | | | | - Yuli V Fuentes
- Universidad de La Sabana, Chia, Colombia; Clínica Universidad de La Sabana, Chía, Colombia
| | | | - Gerard Moreno
- ICU Hospital Universitario Joan XXIII/IISPV/URV, CIBERes, Tarragona, Spain
| | - Gustavo Ospina-Tascon
- Department of Intensive Care, Fundación Valle del Lili, Cali, Colombia; TransLab- CCM, Universidad Icesi, Cali, Colombia
| | - Gleen Hernandez
- Departamento de Medicina Intensiva, Pontificia Universidad Católica de Chile, Santiago, Chile
| | | | - Ana Maria Díaz
- Eugenio Espejo Hospital of Specialties, Quito, Pichincha, Ecuador
| | - Manuel Jibaja
- Eugenio Espejo Hospital of Specialties, Quito, Pichincha, Ecuador
| | - Magdalena Vera-Alarcon
- Departamento de Medicina Intensiva, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Emilio Díaz
- Parc Tauli Universitary Hospital / UAB/CIBERES, Barcelona, Spain
| | - María Bodí
- ICU Hospital Universitario Joan XXIII/IISPV/URV, CIBERes, Tarragona, Spain
| | - Jordi Solé-Violán
- Hospital Universitario de Gran Canaria Dr Negrin, Las Palmas de Gran Canaria, Spain
| | - Ricard Ferrer
- Vall d'Hebron Hospital Universitari, Barcelona, Spain
| | | | - Lorenzo Socias
- Son Llatzer University Hospital, Palma de Mallorca, Spain
| | - Ángel Estella
- Jerez University Hospital, Jerez de la Frontera, Spain
| | | | | | - Isabel Sancho
- Hospital Politécnico y Universitario La Fe Valencia, Comunidad Valenciana, Spain
| | - Ignacio Martin-Loeches
- Multidisciplinary Intensive Care Research Organization (MICRO), Department of Intensive Care Medicine, St. James's Hospital, Dublin 8, Dublin, Ireland
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Wendel-Garcia PD, Mas A, González-Isern C, Ferrer R, Máñez R, Masclans JR, Sandoval E, Vera P, Trenado J, Fernández R, Sirvent JM, Martínez M, Ibarz M, Garro P, Lopera JL, Bodí M, Yébenes-Reyes JC, Triginer C, Vallverdú I, Baró A, Bodí F, Saludes P, Valencia M, Roche-Campo F, Huerta A, Cambra FJ, Barberà C, Echevarria J, Peñuelas Ó, Mancebo J. Non-invasive oxygenation support in acutely hypoxemic COVID-19 patients admitted to the ICU: a multicenter observational retrospective study. Crit Care 2022; 26:37. [PMID: 35135588 PMCID: PMC8822661 DOI: 10.1186/s13054-022-03905-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 01/26/2022] [Indexed: 01/12/2023] Open
Abstract
Background Non-invasive oxygenation strategies have a prominent role in the treatment of acute hypoxemic respiratory failure during the coronavirus disease 2019 (COVID-19). While the efficacy of these therapies has been studied in hospitalized patients with COVID-19, the clinical outcomes associated with oxygen masks, high-flow oxygen therapy by nasal cannula and non-invasive mechanical ventilation in critically ill intensive care unit (ICU) patients remain unclear. Methods In this retrospective study, we used the best of nine covariate balancing algorithms on all baseline covariates in critically ill COVID-19 patients supported with > 10 L of supplemental oxygen at one of the 26 participating ICUs in Catalonia, Spain, between March 14 and April 15, 2020. Results Of the 1093 non-invasively oxygenated patients at ICU admission treated with one of the three stand-alone non-invasive oxygenation strategies, 897 (82%) required endotracheal intubation and 310 (28%) died during the ICU stay. High-flow oxygen therapy by nasal cannula (n = 439) and non-invasive mechanical ventilation (n = 101) were associated with a lower rate of endotracheal intubation (70% and 88%, respectively) than oxygen masks (n = 553 and 91% intubated), p < 0.001. Compared to oxygen masks, high-flow oxygen therapy by nasal cannula was associated with lower ICU mortality (hazard ratio 0.75 [95% CI 0.58–0.98), and the hazard ratio for ICU mortality was 1.21 [95% CI 0.80–1.83] for non-invasive mechanical ventilation. Conclusion In critically ill COVID-19 ICU patients and, in the absence of conclusive data, high-flow oxygen therapy by nasal cannula may be the approach of choice as the primary non-invasive oxygenation support strategy. Supplementary Information The online version contains supplementary material available at 10.1186/s13054-022-03905-5.
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Affiliation(s)
| | - Arantxa Mas
- Intensive Care Department, Hospital de Sant Joan Despí Moisès Broggi, Sant Joan Despí, Spain
| | | | - Ricard Ferrer
- Intensive Care Department/SODIR Research Group, Hospital Universitari General de La Vall d'Hebron, Barcelona, Spain
| | - Rafael Máñez
- Intensive Care Department, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Joan-Ramon Masclans
- Intensive Care Department, Hospital del Mar, GREPAC Research Group - IMIM, Department Ciències, Experimentals I de La Salut (DCEXS) UPF, Barcelona, Spain
| | - Elena Sandoval
- Cardiovascular Surgery Department, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Paula Vera
- Intensive Care Department, Hospital de La Santa Creu I Sant Pau, Barcelona, Spain
| | - Josep Trenado
- Intensive Care Department, Hospital Mútua de Terrassa, Terrassa, Spain
| | - Rafael Fernández
- Intensive Care Department, Althaia, Xarxa Assistencial Universitària de Manresa, Manresa, Spain
| | - Josep-Maria Sirvent
- Intensive Care Department, Hospital Universitari Doctor Josep Trueta de Girona, Girona, Spain
| | - Melcior Martínez
- Intensive Care Department, Hospital General De Cataluña, Sant Cugat del Vallès, Spain
| | - Mercedes Ibarz
- Intensive Care Department, Hospital Universitari Sagrat Cor - Grup Quirónsalut, Barcelona, Spain
| | - Pau Garro
- Intensive Care Department, Hospital General de Granollers, Granollers, Spain
| | - José Luis Lopera
- Intensive Care Department, Hospital General de Vic, Consorci Hospitalari de Vic, Vic, Spain
| | - María Bodí
- Intensive Care Department, Hospital Universitari de Tarragona Joan XXIII, Tarragona, Spain
| | | | - Carles Triginer
- Intensive Care Department, Hospital d'Igualada, Igualada, Spain
| | - Imma Vallverdú
- Intensive Care Department, Hospital Sant Joan de Reus, Reus, Spain
| | - Anna Baró
- Intensive Care Department, Hospital de Santa Caterina, Salt, Spain
| | - Fernanda Bodí
- Intensive Care Department, Hospital de Sant Pau I Santa Tecla, Tarragona, Spain
| | - Paula Saludes
- Intensive Care Department, Hospital HM Delfos, Barcelona, Spain
| | - Mauricio Valencia
- Intensive Care Department, Hospital El Pilar - Grup Quirónsalut, Barcelona, Spain
| | - Ferran Roche-Campo
- Intensive Care Department, Hospital de Tortosa Verge de La Cinta, Tortosa, Spain
| | - Arturo Huerta
- Intensive Care Department, Clínica Sagrada Família, Barcelona, Spain
| | - Francisco José Cambra
- Pediatric Intensive Care Department, Hospital Sant Joan de Déu de Barcelona, Esplugues de Llobregat, Spain
| | - Carme Barberà
- Intensive Care Department, Hospital Santa Maria, Lleida, Spain
| | - Jorge Echevarria
- Intensive Care Department, Hospital ASEPEYO de Barcelona, Sant Cugat del Vallés, Spain
| | - Óscar Peñuelas
- Intensive Care Department Hospital, Universitario de Getafe, CIBER Enfermedades Respiratorias, CIBERES (Spain), Madrid, Spain
| | - Jordi Mancebo
- Intensive Care Department, Hospital de La Santa Creu I Sant Pau, Barcelona, Spain. .,Institut d, Investigació Biomèdica Sant Pau, ', Servei Medicina Intensiva, Hospital Universitari Sant Pau, Barcelona, Spain.
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Claverias L, Daniel X, Martín-Loeches I, Vidal-Cortez P, Gómez-Bertomeu F, Trefler S, Zaragoza R, Borges-Sa M, Reyes L, Quindós G, Peman J, Bodí M, Díaz E, Sarvisé C, Pico E, Papiol E, Solé-Violan J, Marín-Corral J, Guardiola J, Rodríguez A. Impact of Aspergillus spp. isolation in the first 24 hours of admission in critically ill patients with severe influenza virus pneumonia. Med Intensiva 2022. [DOI: 10.1016/j.medin.2021.12.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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Moreno G, Carbonell R, Martin-Loeches I, Solé-Violán J, Correig I Fraga E, Gómez J, Ruiz-Botella M, Trefler S, Bodí M, Murcia Paya J, Díaz E, Vidal-Cortes P, Papiol E, Albaya Moreno A, Sancho Chinesta S, Socias Crespi L, Lorente MDC, Loza Vázquez A, Vara Arlanzon R, Recio MT, Ballesteros JC, Ferrer R, Fernandez Rey E, Restrepo MI, Estella Á, Margarit Ribas A, Guasch N, Reyes LF, Marín-Corral J, Rodríguez A. Corticosteroid treatment and mortality in mechanically ventilated COVID-19-associated acute respiratory distress syndrome (ARDS) patients: a multicentre cohort study. Ann Intensive Care 2021; 11:159. [PMID: 34825976 PMCID: PMC8617372 DOI: 10.1186/s13613-021-00951-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 11/12/2021] [Indexed: 12/15/2022] Open
Abstract
Background Some unanswered questions persist regarding the effectiveness of corticosteroids for severe coronavirus disease 2019 (COVID-19) patients. We aimed to assess the clinical effect of corticosteroids on intensive care unit (ICU) mortality among mechanically ventilated COVID-19-associated acute respiratory distress syndrome (ARDS) patients. Methods This was a retrospective study of prospectively collected data conducted in 70 ICUs (68 Spanish, one Andorran, one Irish), including mechanically ventilated COVID-19-associated ARDS patients admitted between February 6 and September 20, 2020. Individuals who received corticosteroids for refractory shock were excluded. Patients exposed to corticosteroids at admission were matched with patients without corticosteroids through propensity score matching. Primary outcome was all-cause ICU mortality. Secondary outcomes were to compare in-hospital mortality, ventilator-free days at 28 days, respiratory superinfection and length of stay between patients with corticosteroids and those without corticosteroids. We performed survival analysis accounting for competing risks and subgroup sensitivity analysis. Results We included 1835 mechanically ventilated COVID-19-associated ARDS, of whom 1117 (60.9%) received corticosteroids. After propensity score matching, ICU mortality did not differ between patients treated with corticosteroids and untreated patients (33.8% vs. 30.9%; p = 0.28). In survival analysis, corticosteroid treatment at ICU admission was associated with short-term survival benefit (HR 0.53; 95% CI 0.39–0.72), although beyond the 17th day of admission, this effect switched and there was an increased ICU mortality (long-term HR 1.68; 95% CI 1.16–2.45). The sensitivity analysis reinforced the results. Subgroups of age < 60 years, severe ARDS and corticosteroids plus tocilizumab could have greatest benefit from corticosteroids as short-term decreased ICU mortality without long-term negative effects were observed. Larger length of stay was observed with corticosteroids among non-survivors both in the ICU and in hospital. There were no significant differences for the remaining secondary outcomes. Conclusions Our results suggest that corticosteroid treatment for mechanically ventilated COVID-19-associated ARDS had a biphasic time-dependent effect on ICU mortality. Specific subgroups showed clear effect on improving survival with corticosteroid use. Therefore, further research is required to identify treatment-responsive subgroups among the mechanically ventilated COVID-19-associated ARDS patients. Supplementary Information The online version contains supplementary material available at 10.1186/s13613-021-00951-0.
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Affiliation(s)
- Gerard Moreno
- Critical Care Department, Autonomous University of Barcelona (UAB), Joan XXIII University Hospital, C/ Dr Mallafrè Guasch, 4, 43005, Tarragona, Spain.
| | - Raquel Carbonell
- Critical Care Department, Autonomous University of Barcelona (UAB), Joan XXIII University Hospital, C/ Dr Mallafrè Guasch, 4, 43005, Tarragona, Spain
| | - Ignacio Martin-Loeches
- Department of Intensive Care Medicine, Multidisciplinary Intensive Care Research Organization (MICRO), St. James's Hospital, Dublin, Ireland
| | - Jordi Solé-Violán
- Critical Care Department, Doctor Negrín University Hospital, Gran Canaria, Spain
| | | | - Josep Gómez
- Critical Care Department, Autonomous University of Barcelona (UAB), Joan XXIII University Hospital, C/ Dr Mallafrè Guasch, 4, 43005, Tarragona, Spain.,Tarragona Health Data Research Working Group (THeDaR), Joan XXIII University Hospital, Tarragona, Spain
| | - Manuel Ruiz-Botella
- Critical Care Department, Autonomous University of Barcelona (UAB), Joan XXIII University Hospital, C/ Dr Mallafrè Guasch, 4, 43005, Tarragona, Spain.,Tarragona Health Data Research Working Group (THeDaR), Joan XXIII University Hospital, Tarragona, Spain
| | - Sandra Trefler
- Critical Care Department, URV/IISPV/CIBERES, Joan XXIII University Hospital, Tarragona, Spain
| | - María Bodí
- Critical Care Department, URV/IISPV/CIBERES, Joan XXIII University Hospital, Tarragona, Spain
| | - Josefa Murcia Paya
- Critical Care Department, Santa Lucía General University Hospital, Cartagena, Spain
| | - Emili Díaz
- Critical Care Department, Autonomous University of Barcelona (UAB), Parc Taulí Hospital, Sabadell, Spain
| | | | - Elisabeth Papiol
- Critical Care Department, Vall d'Hebrón University Hospital, Barcelona, Spain
| | | | | | | | | | - Ana Loza Vázquez
- Critical Care Department, Virgen de Valme University Hospital, Sevilla, Spain
| | | | - María Teresa Recio
- Critical Care Department, University Hospital of Salamanca, Salamanca, Spain
| | | | - Ricard Ferrer
- Critical Care Department, Investigation Group SODIR-VIHR, Vall d'Hebrón University Hospital, Barcelona, Spain
| | | | - Marcos I Restrepo
- Department of Medicine, South Texas Veterans Health Care System and University of Texas Health, San Antonio, TX, USA
| | - Ángel Estella
- Critical Care Department, Jerez University Hospital, Jerez, Spain
| | - Antonio Margarit Ribas
- Critical Care Department, Nostra Senyora de Meritxell Hospital, Escaldes-Engordany, Andorra
| | - Neus Guasch
- Critical Care Department, Nostra Senyora de Meritxell Hospital, Escaldes-Engordany, Andorra
| | - Luis F Reyes
- Infectious Diseases Department, Universidad de La Sabana, Chía, Colombia
| | - Judith Marín-Corral
- Autonomous University of Barcelona (UAB) - Institut Hospital del Mar d'Investigacions Mèdiques (IMIM), Barcelona, Spain
| | - Alejandro Rodríguez
- Critical Care Department, URV/IISPV/CIBERES, Joan XXIII University Hospital, Tarragona, Spain
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Carbonell R, Urgelés S, Rodríguez A, Bodí M, Martín-Loeches I, Solé-Violán J, Díaz E, Gómez J, Trefler S, Vallverdú M, Murcia J, Albaya A, Loza A, Socias L, Ballesteros JC, Papiol E, Viña L, Sancho S, Nieto M, Lorente MDC, Badallo O, Fraile V, Arméstar F, Estella A, Sanchez L, Sancho I, Margarit A, Moreno G. Mortality comparison between the first and second/third waves among 3,795 critical COVID-19 patients with pneumonia admitted to the ICU: A multicentre retrospective cohort study. Lancet Reg Health Eur 2021; 11:100243. [PMID: 34751263 PMCID: PMC8566166 DOI: 10.1016/j.lanepe.2021.100243] [Citation(s) in RCA: 79] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Background It is unclear whether the changes in critical care throughout the pandemic have improved the outcomes in coronavirus disease 2019 (COVID-19) patients admitted to the intensive care units (ICUs). Methods We conducted a retrospective cohort study in adults with COVID-19 pneumonia admitted to 73 ICUs from Spain, Andorra and Ireland between February 2020 and March 2021. The first wave corresponded with the period from February 2020 to June 2020, whereas the second/third waves occurred from July 2020 to March 2021. The primary outcome was ICU mortality between study periods. Mortality predictors and differences in mortality between COVID-19 waves were identified using logistic regression. Findings As of March 2021, the participating ICUs had included 3795 COVID-19 pneumonia patients, 2479 (65·3%) and 1316 (34·7%) belonging to the first and second/third waves, respectively. Illness severity scores predicting mortality were lower in the second/third waves compared with the first wave according with the Acute Physiology and Chronic Health Evaluation system (median APACHE II score 12 [IQR 9–16] vs 14 [IQR 10–19]) and the organ failure assessment score (median SOFA 4 [3–6] vs 5 [3–7], p<0·001). The need of invasive mechanical ventilation was high (76·1%) during the whole study period. However, a significant increase in the use of high flow nasal cannula (48·7% vs 18·2%, p<0·001) was found in the second/third waves compared with the first surge. Significant changes on treatments prescribed were also observed, highlighting the remarkable increase on the use of corticosteroids to up to 95.9% in the second/third waves. A significant reduction on the use of tocilizumab was found during the study (first wave 28·9% vs second/third waves 6·2%, p<0·001), and a negligible administration of lopinavir/ritonavir, hydroxychloroquine, and interferon during the second/third waves compared with the first wave. Overall ICU mortality was 30·7% (n = 1166), without significant differences between study periods (first wave 31·7% vs second/third waves 28·8%, p = 0·06). No significant differences were found in ICU mortality between waves according to age subsets except for the subgroup of 61–75 years of age, in whom a reduced unadjusted ICU mortality was observed in the second/third waves (first 38·7% vs second/third 34·0%, p = 0·048). Non-survivors were older, with higher severity of the disease, had more comorbidities, and developed more complications. After adjusting for confounding factors through a multivariable analysis, no significant association was found between the COVID-19 waves and mortality (OR 0·81, 95% CI 0·64–1·03; p = 0·09). Ventilator-associated pneumonia rate increased significantly during the second/third waves and it was independently associated with ICU mortality (OR 1·48, 95% CI 1·19–1·85, p<0·001). Nevertheless, a significant reduction both in the ICU and hospital length of stay in survivors was observed during the second/third waves. Interpretation Despite substantial changes on supportive care and management, we did not find significant improvement on case-fatality rates among critical COVID-19 pneumonia patients. Funding Ricardo Barri Casanovas Foundation (RBCF2020) and SEMICYUC.
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Affiliation(s)
- Raquel Carbonell
- Critical Care Department, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - Silvia Urgelés
- Critical Care Department, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - Alejandro Rodríguez
- Critical Care Department, URV/IISPV/CIBERES, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - María Bodí
- Critical Care Department, URV/IISPV/CIBERES, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - Ignacio Martín-Loeches
- Department of Intensive Care Medicine, Multidisciplinary Intensive Care Research Organization (MICRO), St. James's Hospital, Dublin, Ireland
| | - Jordi Solé-Violán
- Critical Care Department, Hospital Universitario Doctor Negrín, Gran Canaria, Spain
| | - Emili Díaz
- Critical Care Department, Hospital Universitari Parc Taulí, Universitat Autonoma Barcelona, Sabadell, Spain
| | - Josep Gómez
- Critical Care Department, URV/IISPV/CIBERES, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - Sandra Trefler
- Critical Care Department, URV/IISPV/CIBERES, Hospital Universitari Joan XXIII, Tarragona, Spain
| | - Montserrat Vallverdú
- Critical Care Department, Hospital Universitari Arnau de Vilanova, Lleida, Spain
| | - Josefa Murcia
- Critical Care Deparment, Hospital Santa Lucía, Cartagena, Spain
| | - Antonio Albaya
- Critical Care Department, Hospital Universitario de Guadalajara, Guadalajara, Spain
| | - Ana Loza
- Critical Care Department, Hospital Universitario Virgen del Valme, Sevilla, Spain
| | - Lorenzo Socias
- Critical Care Department, Hospital Universitari Son Llàtzer, Palma de Mallorca, Spain
| | | | - Elisabeth Papiol
- Critical Care Department, Hospital Universitari Vall d'Hebrón, Barcelona, Spain
| | - Lucía Viña
- Critical Care Department, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - Susana Sancho
- Critical Care Department, Hospital Universitario y Politecnico de La Fe, Valencia, Spain
| | - Mercedes Nieto
- Critical Care Department, Hospital Clínico San Carlos, Madrid, Spain
| | | | - Oihane Badallo
- Critical Care Department, Hospital Universitario de Burgos, Burgos, Spain
| | - Virginia Fraile
- Critical Care Department, Hospital Universitario Rio Hortega, Valladolid, Spain
| | - Fernando Arméstar
- Critical Care Department, Hospital Germans Trias i Pujol, Universitat Autonoma Barcelona, Badalona, Spain
| | - Angel Estella
- Critical Care Department, Hospital Universitario de Jerez, Jerez de la Frontera, Spain
| | - Laura Sanchez
- Critical Care Department, Hospital Universitario Lozano Blesa, Zaragoza, Spain
| | - Isabel Sancho
- Critical Care Department, Hospital Universitario Miguel Servet, Zaragoza, Spain
| | - Antonio Margarit
- Critical Care Department, Hospital Nostra Senyora de Meritxell, Escaldes-Engordany, Andorra
| | - Gerard Moreno
- Critical Care Department, Hospital Universitari Joan XXIII, Tarragona, Spain
- Corresponding author: Gerard Moreno MD, Dr Mallafrè Guasch Street, n° 4, 43007, Tarragona, Spain.
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Otero MJ, Merino de Cos P, Aquerreta González I, Bodí M, Domingo Chiva E, Marrero Penichet SM, Martín Muñoz R, Martín Delgado MC. Assessment of the implementation of safe medication practices in Intensive Medicine Units. Med Intensiva 2021; 46:S0210-5691(21)00176-5. [PMID: 34452772 DOI: 10.1016/j.medin.2021.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Revised: 07/02/2021] [Accepted: 07/08/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVE To assess the level of implementation of medication safety practices in Intensive Care Units (ICUs) and to identify opportunities for improvement. DESIGN A descriptive multicenter study was carried out. SETTING Intensive Care Units. PARTICIPANTS/PROCEDURE A total of 40 ICUs voluntarily completed the "Medication use-system safety self-assessment for Intensive Care Units" between March and September 2020. The survey comprised 147 items for evaluation grouped into 10 key elements. MAIN VARIABLES Calculation was made of the mean scores and mean percentages based on the maximum possible values for the overall survey, for the key elements and for each individual item for evaluation. RESULTS The mean score of the overall questionnaire among the participating ICUs was 436.8 (49.2% of the maximum possible score). No differences were found according to functional dependence, size of the hospital or type of ICU. The key elements referred to the incorporation of clinical pharmacists in these units, as well as the competence and training of the professionals in safety practices yielded the lowest values (31.2% and 33.2%, respectively). Three other key elements related to accessibility to information about patients and medicines; to the standardization, storage and distribution of medicines; and to the quality and risk management programs, yielded percentages below 50%. CONCLUSIONS Numerous effective safety medication practices have been identified with a low level of implementation in ICUs. This situation must be addressed in order to reduce medication errors in critically ill patients.
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Affiliation(s)
- M J Otero
- Instituto para el Uso Seguro de los Medicamentos (ISMP-España), IBSAL-Hospital Universitario de Salamanca, Salamanca, España.
| | - P Merino de Cos
- Servicio de Medicina Intensiva, Hospital Can Misses, Ibiza, Islas Baleares, España
| | | | - M Bodí
- Servicio de Medicina Intensiva, Hospital Universitario de Tarragona Joan XXIII, Tarragona, España
| | - E Domingo Chiva
- Servicio de Farmacia, Complejo Hospitalario Universitario de Albacete, Albacete, España
| | - S M Marrero Penichet
- Servicio de Farmacia, Hospital Universitario de Gran Canaria Dr. Negrín, Las Palmas de Gran Canaria, Las Palmas, España
| | - R Martín Muñoz
- Instituto para el Uso Seguro de los Medicamentos (ISMP-España), IBSAL-Hospital Universitario de Salamanca, Salamanca, España
| | - M C Martín Delgado
- Servicio de Medicina Intensiva, Hospital de Universitario de Torrejón, Torrejón de Ardoz, Madrid, España
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Proaños NJ, Reyes LF, Bastidas A, Martín-Loeches I, Díaz E, Suberviola B, Moreno G, Bodí M, Nieto M, Estella A, Sole-Violán J, Curcio D, Papiol E, Guardiola J, Rodríguez A. Prior influenza vaccine is not a risk factor for bacterial coinfection in patients admitted to the ICU due to severe influenza. Med Intensiva 2021; 46:S0210-5691(21)00118-2. [PMID: 34175139 DOI: 10.1016/j.medin.2021.05.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 05/01/2021] [Accepted: 05/22/2021] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To determine whether the prior usage of the flu vaccine is a risk factor for bacterial co-infection in patients with severe influenza. DESIGN This was a retrospective observational cohort study of subjects admitted to the ICU. A propensity score matching, and logistic regression adjusted for potential confounders were carried out to evaluate the association between prior influenza vaccination and bacterial co-infection. SETTINGS 184 ICUs in Spain due to severe influenza. PATIENTS Patients included in the Spanish prospective flu registry. INTERVENTIONS Flu vaccine prior to the hospital admission. RESULTS A total of 4175 subjects were included in the study. 489 (11.7%) received the flu vaccine prior to develop influenza infection. Prior vaccinated patients were older 71 [61-78], and predominantly male 65.4%, with at least one comorbid condition 88.5%. Prior vaccination was not associated with bacterial co-infection in the logistic regression model (OR: 1.017; 95%CI 0.803-1.288; p=0.885). After matching, the average treatment effect of prior influenza vaccine on bacterial co-infection was not statistically significant when assessed by propensity score matching (p=0.87), nearest neighbor matching (p=0.59) and inverse probability weighting (p=0.99). CONCLUSIONS No association was identified between prior influenza vaccine and bacterial coinfection in patients admitted to the ICU due to severe influenza. Post influenza vaccination studies are necessary to continue evaluating the possible benefits.
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Affiliation(s)
| | - L F Reyes
- Universidad de La Sabana, Chía, Colombia; Clínica Universidad de La Sabana, Chía, Colombia.
| | - A Bastidas
- Universidad de La Sabana, Chía, Colombia
| | - I Martín-Loeches
- St James's University Hospital, Multidisciplinary Intensive Care Research Organization (MICRO), Trinity Centre for Health Sciences, Department of Anaesthesia and Critica Care, Dublin, Ireland
| | - E Díaz
- ICU Complejo Hospitalario Parc Taulí/UAB, Sabadell, Spain
| | - B Suberviola
- ICU Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - G Moreno
- ICU Hospital Universitario de Tarragona Joan XXIII, Tarragona, Spain
| | - M Bodí
- ICU Hospital Universitario de Tarragona Joan XXIII, Tarragona, Spain; IISPV/URV/CIBERES, Tarragona, Spain
| | - M Nieto
- ICU Hospital Clínico San Carlos, Madrid, Spain
| | - A Estella
- ICU Hospital de Jerez, Jerez de la Frontera, Spain
| | - J Sole-Violán
- ICU Hospital Universitario Dr. Negrín, Las Palmas de Gran Canaria, Spain
| | - D Curcio
- Departamento de Enfermedades Infecciosas, Universidad de Buenos Aires, Argentina
| | - E Papiol
- ICU Hospital Univseritario Vall d'Hebron, Barcelona, Spain
| | - J Guardiola
- University of Louisville and Robley Rex VA Medical Center, Division of Pulmonary, Critical Care and Sleep Medicine, Louisville, KY, United States
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Sirgo G, Olona M, Martín-Delgado MC, Gordo F, Trenado J, García M, Bodí M. Cross-cultural adaptation of the SCORE survey and evaluation of the impact of Real-Time Random Safety Audits in organizational culture: A multicenter study. Med Intensiva 2021; 46:S0210-5691(21)00074-7. [PMID: 34052044 DOI: 10.1016/j.medin.2021.03.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 03/09/2021] [Accepted: 03/20/2021] [Indexed: 11/21/2022]
Abstract
OBJECTIVE To establish a cross-cultural adaptation of the Safety, Communication, Operational Reliability, and Engagement (SCORE) survey and to use this instrument to evaluate the impact of a safety intervention. DESIGN Cross-cultural adaptation and before-and-after evaluation study. SETTING 5 ICU. PARTICIPANTS Medical residents, attending physicians, and nurses at those ICU. INTERVENTIONS Adaptation of the SCORE survey to Spanish culture. The adapted survey was used to assess all safety-culture-related domains before and one-year after implementing the use of a safety tool, Real-Time Random Safety Audits (in Spanish: Análisis Aleatorios de Seguridad en Tiempo Real, AASTRE). MAIN OUTCOME MEASURE Adaptabiliy of the Spanish version of SCORE survey in the ICU setting and evaluation of the effect of AASTRE on their domains. RESULTS The cross-cultural adaptation was adequate. Post-AASTRE survey scores [mean (standard deviation, SD)] were significantly better in the domains learning environment [50.55 (SD 20.62) vs 60.76 (SD 23.66), p<.0001], perception of local leadership [47.98 (SD 23.57) vs 62.82 (SD 27.46), p<.0001], teamwork climate [51.19 (SD 18.55) vs 55.89 (SD 20.25), p=.031], safety climate [45.07 (SD 17.60) vs 50.36 (SD 19.65), p=.01], participation decision making [3 (SD 0.82) vs 3.65 (SD 0.87), p<.0001] and advancement in the organization [3.21 (SD 0.77) vs 4.04 (SD 0.77), p<.0001]. However, post-AASTRE scores were significantly worse in the domains workload and burnout climate. CONCLUSIONS The cross-cultural adaptation of the SCORE survey into Spanish is a useful tool for ICUs. The application of the AASTRE is associated with improvements in six SCORE domains, including the safety climate.
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Affiliation(s)
- G Sirgo
- Intensive Care Unit, University Hospital Joan XXIII, Pere Virgili Institute for Health Research, Rovira i Virgili University, Tarragona, Spain.
| | - M Olona
- Department of Preventive Medicine, University Hospital Joan XXIII, Rovira i Virgili University, Tarragona, Spain
| | - M C Martín-Delgado
- Intensive Care Unit, University Hospital Torrejón, Torrejón de Ardoz, Madrid, Spain
| | - F Gordo
- Intensive Care Unit, University Hospital Henares, Coslada, Madrid, Spain
| | - J Trenado
- Intensive Care Unit, University Hospital Mutua de Terrasa, Terrasa, Barcelona , Spain
| | - M García
- Intensive Care Unit, University Hospital Río Ortega, Valladolid, Spain
| | - M Bodí
- Intensive Care Unit, University Hospital Joan XXIII, Pere Virgili Institute for Health Research, Rovira i Virgili University, Tarragona, Spain
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Carbonell R, Moreno G, Martín-Loeches I, Gomez-Bertomeu F, Sarvisé C, Gómez J, Bodí M, Díaz E, Papiol E, Trefler S, Nieto M, Estella A, Jiménez Herrera M, Vidal Cortés P, Guardiola JJ, Solé-Violán J, Rodríguez A. Prognostic Value of Procalcitonin and C-Reactive Protein in 1608 Critically Ill Patients with Severe Influenza Pneumonia. Antibiotics (Basel) 2021; 10:antibiotics10040350. [PMID: 33810263 PMCID: PMC8066504 DOI: 10.3390/antibiotics10040350] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 03/19/2021] [Accepted: 03/24/2021] [Indexed: 12/29/2022] Open
Abstract
Background: Procalcitonin (PCT) and C-Reactive protein (CRP) are well-established sepsis biomarkers. The association of baseline PCT levels and mortality in pneumonia remains unclear, and we still do not know whether biomarkers levels could be related to the causative microorganism (GPC, GNB). The objective of this study is to address these issues. Methods: a retrospective observational cohort study was conducted in 184 Spanish ICUs (2009–2018). Results: 1608 patients with severe influenza pneumonia with PCT and CRP available levels on admission were included, 1186 with primary viral pneumonia (PVP) and 422 with bacterial Co-infection (BC). Those with BC presented higher PCT levels (4.25 [0.6–19.5] versus 0.6 [0.2–2.3]ng/mL) and CRP (36.7 [20.23–118] versus 28.05 [13.3–109]mg/dL) as compared to PVP (p < 0.001). Deceased patients had higher PCT (ng/mL) when compared with survivors, in PVP (0.82 [0.3–2.8]) versus 0.53 [0.19–2.1], p = 0.001) and BC (6.9 [0.93–28.5] versus 3.8 [0.5–17.37], p = 0.039). However, no significant association with mortality was observed in the multivariate analysis. The PCT levels (ng/mL) were significantly higher in polymicrobial infection (8.4) and GPC (6.9) when compared with GNB (1.2) and Aspergillus (1.7). The AUC-ROC of PCT for GPC was 0.67 and 0.32 for GNB. The AUROC of CRP was 0.56 for GPC and 0.39 for GNB. Conclusions: a single PCT/CRP value at ICU admission was not associated with mortality in severe influenza pneumonia. None of the biomarkers have enough discriminatory power to be used for predicting the causative microorganism of the co-infection.
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Affiliation(s)
- Raquel Carbonell
- Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain; (G.M.); (S.T.)
- Correspondence: ; Tel.: +34-687047670
| | - Gerard Moreno
- Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain; (G.M.); (S.T.)
| | - Ignacio Martín-Loeches
- Department of Anaesthesia and Critical Care, St James’s University Hospital, Trinity Centre for Health Sciences, Multidisciplinary Intensive Care Research Organization (MICRO), Dublin 8, Ireland;
| | | | - Carolina Sarvisé
- Microbiology, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain; (F.G.-B.); (C.S.)
| | - Josep Gómez
- Tarragona Health Data Research Working Group (THeDaR)-ICU Hospital Joan XXIII, 43005 Tarragona, Spain;
| | - María Bodí
- Critical Care Department URV/IISPV/CIBERES, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain; (M.B.); (A.R.)
| | - Emili Díaz
- Critical Care Department/CIBERES, Hospital Parc Taulí, 08208 Sabadell, Spain;
| | - Elisabeth Papiol
- Critical Care Department, Hospital Universitari Vall d’Hebron, 08035 Barcelona, Spain;
| | - Sandra Trefler
- Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain; (G.M.); (S.T.)
| | - Mercedes Nieto
- Critical Care Department, Hospital Clínico San Carlos, 28040 Madrid, Spain;
| | - Angel Estella
- Critical Care Department, Hospital de Jerez, 11407 Jerez de la Frontera, Spain;
| | | | - Pablo Vidal Cortés
- Critical Care Department, Complejo Hospitalario Universitario Ourense, 32005 Ourense, Spain;
| | - Juan José Guardiola
- Department of Pulmonary, Critical Care and Sleep Medicine, University of Louisville, Louisville, KY 40202, USA;
| | - Jordi Solé-Violán
- Critical Care Department Hospital Universitario Dr. Negrín, 35010 Las Palmas de Gran Canaria, Spain;
| | - Alejandro Rodríguez
- Critical Care Department URV/IISPV/CIBERES, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain; (M.B.); (A.R.)
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Moreno G, Rodríguez A, Sole-Violán J, Martín-Loeches I, Díaz E, Bodí M, Reyes LF, Gómez J, Guardiola J, Trefler S, Vidaur L, Papiol E, Socias L, García-Vidal C, Correig E, Marín-Corral J, Restrepo MI, Nguyen-Van-Tam JS, Torres A. Early oseltamivir treatment improves survival in critically ill patients with influenza pneumonia. ERJ Open Res 2021; 7:00888-2020. [PMID: 33718494 PMCID: PMC7938052 DOI: 10.1183/23120541.00888-2020] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Accepted: 12/07/2020] [Indexed: 11/05/2022] Open
Abstract
Background The relationship between early oseltamivir treatment (within 48 h of symptom onset) and mortality in patients admitted to intensive care units (ICUs) with severe influenza is disputed. This study aimed to investigate the association between early oseltamivir treatment and ICU mortality in critically ill patients with influenza pneumonia. Methods This was an observational study of patients with influenza pneumonia admitted to 184 ICUs in Spain during 2009-2018. The primary outcome was to evaluate the association between early oseltamivir treatment and ICU mortality compared with later treatment. Secondary outcomes were to compare the duration of mechanical ventilation and ICU length of stay between the early and later oseltamivir treatment groups. To reduce biases related to observational studies, propensity score matching and a competing risk analysis were performed. Results During the study period, 2124 patients met the inclusion criteria. All patients had influenza pneumonia and received oseltamivir before ICU admission. Of these, 529 (24.9%) received early oseltamivir treatment. In the multivariate analysis, early treatment was associated with reduced ICU mortality (OR 0.69, 95% CI 0.51-0.95). After propensity score matching, early oseltamivir treatment was associated with improved survival rates in the Cox regression (hazard ratio 0.77, 95% CI 0.61-0.99) and competing risk (subdistribution hazard ratio 0.67, 95% CI 0.53-0.85) analyses. The ICU length of stay and duration of mechanical ventilation were shorter in patients receiving early treatment. Conclusions Early oseltamivir treatment is associated with improved survival rates in critically ill patients with influenza pneumonia, and may decrease ICU length of stay and mechanical ventilation duration.
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Affiliation(s)
- Gerard Moreno
- Critical Care Dept, Hospital Universitari de Tarragona Joan XXIII, URV/IISPV/CIBERES, Tarragona, Spain.,These authors contributed equally
| | - Alejandro Rodríguez
- Critical Care Dept, Hospital Universitari de Tarragona Joan XXIII, URV/IISPV/CIBERES, Tarragona, Spain.,These authors contributed equally
| | - Jordi Sole-Violán
- Critical Care Dept, Hospital Universitario de Gran Canaria Dr Negrín, CIBERES, Las Palmas de Gran Canaria, Spain
| | - Ignacio Martín-Loeches
- Dept of Anaesthesia and Critical Care, St James's University Hospital, Trinity Centre for Health Sciences, Multidisciplinary Intensive Care Research Organisation (MICRO), Dublin, Ireland
| | - Emili Díaz
- Critical Care Dept, Hospital Parc Taulí, CIBERES, Sabadell, Spain
| | - María Bodí
- Critical Care Dept, Hospital Universitari de Tarragona Joan XXIII, URV/IISPV/CIBERES, Tarragona, Spain
| | - Luis F Reyes
- Microbiology Dept, Universidad de La Sabana, Bogotá, Colombia
| | - Josep Gómez
- Critical Care Dept, Hospital Universitari de Tarragona Joan XXIII, URV/IISPV/CIBERES, Tarragona, Spain
| | - Juan Guardiola
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Louisville and Robley Rex VA Medical Center, Louisville, KY, USA
| | - Sandra Trefler
- Critical Care Dept, Hospital Universitari de Tarragona Joan XXIII, URV/IISPV/CIBERES, Tarragona, Spain
| | - Loreto Vidaur
- Critical Care Dept, Hospital Universitario Donostia, San Sebastián, Spain
| | - Elisabet Papiol
- Critical Care Dept, Hospital Vall d'Hebrón, Barcelona, Spain
| | - Lorenzo Socias
- Critical Care Dept, Hospital Son Llàtzer, Palma de Mallorca, Spain
| | | | - Eudald Correig
- Critical Care Dept, Hospital Universitari de Tarragona Joan XXIII, URV/IISPV/CIBERES, Tarragona, Spain
| | - Judith Marín-Corral
- Critical Care Dept, Hospital Del Mar, Research Group in Critical Disorders (GREPAC), IMIM, Barcelona, Spain
| | - Marcos I Restrepo
- South Texas Veterans Health Care System, University of Texas Health Sciences at San Antonio, San Antonio, TX, USA
| | - Jonathan S Nguyen-Van-Tam
- Health Protection and Influenza Research Group, Epidemiology and Public Health, School of Medicine, University of Nottingham, Nottingham, UK
| | - Antoni Torres
- Servei de Pneumologia i Al·lèrgia Respiratòria, Institut Clínic del Tórax, Hospital Clínic de Barcelona, CIBERES, Barcelona, Spain.,GETGAG Study Group Investigators are listed in the supplementary material
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Fabregat A, Magret M, Ferré JA, Vernet A, Guasch N, Rodríguez A, Gómez J, Bodí M. A Machine Learning decision-making tool for extubation in Intensive Care Unit patients. Comput Methods Programs Biomed 2021; 200:105869. [PMID: 33250280 DOI: 10.1016/j.cmpb.2020.105869] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 11/13/2020] [Indexed: 06/12/2023]
Abstract
BACKGROUND AND OBJECTIVE To increase the success rate of invasive mechanical ventilation weaning in critically ill patients using Machine Learning models capable of accurately predicting the outcome of programmed extubations. METHODS The study population was adult patients admitted to the Intensive Care Unit. Target events were programmed extubations, both successful and failed. The working dataset is assembled by combining heterogeneous data including time series from Clinical Information Systems, patient demographics, medical records and respiratory event logs. Three classification learners have been compared: Logistic Discriminant Analysis, Gradient Boosting Method and Support Vector Machines. Standard methodologies have been used for preprocessing, hyperparameter tuning and resampling. RESULTS The Support Vector Machine classifier is found to correctly predict the outcome of an extubation with a 94.6% accuracy. Contrary to current decision-making criteria for extubation based on Spontaneous Breathing Trials, the classifier predictors only require monitor data, medical entry records and patient demographics. CONCLUSIONS Machine Learning-based tools have been found to accurately predict the extubation outcome in critical patients with invasive mechanical ventilation. The use of this important predictive capability to assess the extubation decision could potentially reduce the rate of extubation failure, currently at 9%. With about 40% of critically ill patients eventually receiving invasive mechanical ventilation during their stay and given the serious potential complications associated to reintubation, the excellent predictive ability of the model presented here suggests that Machine Learning techniques could significantly improve the clinical outcomes of critical patients.
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Affiliation(s)
- Alexandre Fabregat
- Department of Mechanical Engineering, Universitat Rovira i Virgili. Av. Països Catalans, 26 (43007) Tarragona, Spain.
| | - Mónica Magret
- Hospital Universitari de Tarragona Joan XXIII Institut d'Investigaci, Sanitária Pere Virgili, Universitat Rovira i Virgili. C/. Dr. Mallafré Guasch, 4 (43005) Tarragona, Spain.
| | - Josep Anton Ferré
- Department of Mechanical Engineering, Universitat Rovira i Virgili. Av. Països Catalans, 26 (43007) Tarragona, Spain.
| | - Anton Vernet
- Department of Mechanical Engineering, Universitat Rovira i Virgili. Av. Països Catalans, 26 (43007) Tarragona, Spain.
| | - Neus Guasch
- Hospital Universitari de Tarragona Joan XXIII Institut d'Investigaci, Sanitária Pere Virgili, Universitat Rovira i Virgili. C/. Dr. Mallafré Guasch, 4 (43005) Tarragona, Spain.
| | - Alejandro Rodríguez
- Hospital Universitari de Tarragona Joan XXIII Institut d'Investigaci, Sanitária Pere Virgili, Universitat Rovira i Virgili. C/. Dr. Mallafré Guasch, 4 (43005) Tarragona, Spain.
| | - Josep Gómez
- Hospital Universitari de Tarragona Joan XXIII Institut d'Investigaci, Sanitária Pere Virgili, Universitat Rovira i Virgili. C/. Dr. Mallafré Guasch, 4 (43005) Tarragona, Spain.
| | - María Bodí
- Hospital Universitari de Tarragona Joan XXIII Institut d'Investigaci, Sanitária Pere Virgili, Universitat Rovira i Virgili. C/. Dr. Mallafré Guasch, 4 (43005) Tarragona, Spain.
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Rodríguez A, Ruiz-Botella M, Martín-Loeches I, Jimenez Herrera M, Solé-Violan J, Gómez J, Bodí M, Trefler S, Papiol E, Díaz E, Suberviola B, Vallverdu M, Mayor-Vázquez E, Albaya Moreno A, Canabal Berlanga A, Sánchez M, Del Valle Ortíz M, Ballesteros JC, Martín Iglesias L, Marín-Corral J, López Ramos E, Hidalgo Valverde V, Vidaur Tello LV, Sancho Chinesta S, Gonzáles de Molina FJ, Herrero García S, Sena Pérez CC, Pozo Laderas JC, Rodríguez García R, Estella A, Ferrer R. Deploying unsupervised clustering analysis to derive clinical phenotypes and risk factors associated with mortality risk in 2022 critically ill patients with COVID-19 in Spain. Crit Care 2021; 25:63. [PMID: 33588914 PMCID: PMC7883885 DOI: 10.1186/s13054-021-03487-8] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 02/04/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND The identification of factors associated with Intensive Care Unit (ICU) mortality and derived clinical phenotypes in COVID-19 patients could help for a more tailored approach to clinical decision-making that improves prognostic outcomes. METHODS Prospective, multicenter, observational study of critically ill patients with confirmed COVID-19 disease and acute respiratory failure admitted from 63 ICUs in Spain. The objective was to utilize an unsupervised clustering analysis to derive clinical COVID-19 phenotypes and to analyze patient's factors associated with mortality risk. Patient features including demographics and clinical data at ICU admission were analyzed. Generalized linear models were used to determine ICU morality risk factors. The prognostic models were validated and their performance was measured using accuracy test, sensitivity, specificity and ROC curves. RESULTS The database included a total of 2022 patients (mean age 64 [IQR 5-71] years, 1423 (70.4%) male, median APACHE II score (13 [IQR 10-17]) and SOFA score (5 [IQR 3-7]) points. The ICU mortality rate was 32.6%. Of the 3 derived phenotypes, the A (mild) phenotype (537; 26.7%) included older age (< 65 years), fewer abnormal laboratory values and less development of complications, B (moderate) phenotype (623, 30.8%) had similar characteristics of A phenotype but were more likely to present shock. The C (severe) phenotype was the most common (857; 42.5%) and was characterized by the interplay of older age (> 65 years), high severity of illness and a higher likelihood of development shock. Crude ICU mortality was 20.3%, 25% and 45.4% for A, B and C phenotype respectively. The ICU mortality risk factors and model performance differed between whole population and phenotype classifications. CONCLUSION The presented machine learning model identified three clinical phenotypes that significantly correlated with host-response patterns and ICU mortality. Different risk factors across the whole population and clinical phenotypes were observed which may limit the application of a "one-size-fits-all" model in practice.
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Affiliation(s)
- Alejandro Rodríguez
- ICU Hospital Universitario Joan XXIII/IISPV/URV, Mallafre Guasch 4, 43007, Tarragona, Spain. .,CIBERESUCICOVID, Barcelona, Spain.
| | - Manuel Ruiz-Botella
- Tarragona Health Data Research Working Group (THeDaR), ICU Hospital Universitario Joan XXIII, Tarragona, Spain
| | - Ignacio Martín-Loeches
- Department of Intensive Care Medicine, Multidisciplinary Intensive Care Research Organization (MICRO), St. James's Hospital, Dublin, Ireland
| | | | - Jordi Solé-Violan
- ICU Hospital Universitario Dr. Negrín, Las Palmas de Gran Canaria, Spain
| | - Josep Gómez
- Tarragona Health Data Research Working Group (THeDaR), ICU Hospital Universitario Joan XXIII, Tarragona, Spain
| | - María Bodí
- ICU Hospital Universitario Joan XXIII/IISPV/URV, Mallafre Guasch 4, 43007, Tarragona, Spain.,CIBERESUCICOVID, Barcelona, Spain
| | - Sandra Trefler
- ICU Hospital Universitario Joan XXIII/IISPV/URV, Mallafre Guasch 4, 43007, Tarragona, Spain
| | | | - Emili Díaz
- ICU Hospital Parc Tauli, Sabadell, Spain
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Angel Estella
- ICU Hospital Universitario de Jerez, Jerez de la Frontera, Spain
| | - Ricard Ferrer
- ICU Hospital Universitario Vall d'Hebron, Barcelona, Spain
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30
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Moreno G, Carbonell R, Bodí M, Rodríguez A. [Systematic review of the prognostic utility of D-dimer, disseminated intravascular coagulation, and anticoagulant therapy in COVID-19 critically ill patients]. Med Intensiva 2021; 45:42-55. [PMID: 32646669 PMCID: PMC7298463 DOI: 10.1016/j.medin.2020.06.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 06/02/2020] [Accepted: 06/03/2020] [Indexed: 12/17/2022]
Abstract
During the new pandemic caused by SARS-CoV-2, there is short knowledge regarding the management of different disease areas, such as coagulopathy and interpretation of D-dimer levels, its association with disseminated intravascular coagulation (DIC) and controversy about the benefit of anticoagulation. Thus, a systematic review has been performed to define the role of D-dimer in the disease, the prevalence of DIC and the usefulness of anticoagulant treatment in these patients. A literature search was performed to analyze the studies of COVID-19 patients. Four recommendations were drawn based on expert opinion and scientific knowledge, according to the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach. The present review suggests the presence of higher levels of D-dimer in those with worse prognosis, there may be an overdiagnosis of DIC in the course of the disease and there is no evidence on the benefit of starting anticoagulant treatment based only on isolated laboratory data.
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Affiliation(s)
- G Moreno
- Servicio de Medicina Intensiva, Hospital Universitari Joan XXIII, URV/IISPV, Tarragona, España.
| | - R Carbonell
- Servicio de Medicina Intensiva, Hospital Universitari Joan XXIII, URV/IISPV, Tarragona, España
| | - M Bodí
- Servicio de Medicina Intensiva, Hospital Universitari Joan XXIII, URV/IISPV, Tarragona, España
| | - A Rodríguez
- Servicio de Medicina Intensiva, Hospital Universitari Joan XXIII, URV/IISPV, Tarragona, España
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31
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Moreno G, Carbonell R, Bodí M, Rodríguez A. Systematic review of the prognostic utility of D-dimer, disseminated intravascular coagulation, and anticoagulant therapy in COVID-19 critically ill patients. Medicina Intensiva (English Edition) 2021. [PMCID: PMC7833662 DOI: 10.1016/j.medine.2020.06.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
During the new pandemic caused by SARS-CoV-2, there is short knowledge regarding the management of different disease areas, such as coagulopathy and interpretation of D-dimer levels, its association with disseminated intravascular coagulation (DIC) and controversy about the benefit of anticoagulation. Thus, a systematic review has been performed to define the role of D-dimer in the disease, the prevalence of DIC and the usefulness of anticoagulant treatment in these patients. A literature search was performed to analyze the studies of COVID-19 patients. Four recommendations were drawn based on expert opinion and scientific knowledge, according to the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach. The present review suggests the presence of higher levels of D-dimer in those with worse prognosis, there may be an overdiagnosis of DIC in the course of the disease and there is no evidence on the benefit of starting anticoagulant treatment based only on isolated laboratory data.
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Rodríguez A, Moreno G, Gómez J, Carbonell R, Picó-Plana E, Benavent Bofill C, Sánchez Parrilla R, Trefler S, Esteve Pitarch E, Canadell L, Teixido X, Claverias L, Bodí M. Severe infection due to the SARS-CoV-2 coronavirus: Experience of a tertiary hospital with COVID-19 patients during the 2020 pandemic. Medicina Intensiva (English Edition) 2020. [PMCID: PMC7649628 DOI: 10.1016/j.medine.2020.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Objective To describe the clinical and respiratory characteristics of a cohort of 43 patients with COVID-19 after an evolutive period of 28 days. Design A prospective, single-center observational study was carried out. Setting Intensive care. Patients Patients admitted due to COVID-19 and respiratory failure. Interventions None. Variables Automatic recording was made of demographic variables, severity parameters, laboratory data, assisted ventilation (HFO: high-flow oxygen therapy and IMV: invasive mechanical ventilation), oxygenation (PaO2, PaO2/FiO2) and complications. The patients were divided into three groups: survivors (G1), deceased (G2) and patients remaining under admission (G3). The chi-squared test or Fisher exact test (categorical variables) was used, along with the Mann-Whitney U-test or Wilcoxon test for analyzing the differences between medians. Statistical significance was considered for p < 0.05. Results A total of 43 patients were included (G1 = 28 [65.1%], G2 = 10 [23.3%] and G3 = 5[11.6%]), with a mean age of 65 years (range 52-72), 62% males, APACHE II 18 (15-24), SOFA 6 (4-7). Arterial hypertension (30.2%) and obesity (25.6%) were the most frequent comorbidities. High-flow oxygen therapy was used in 62.7% of the patients, with failure in 85%. In turn, 95% of the patients required IMV and 85% received ventilation in prone decubitus. In the general population, initial PaO2/FiO2 improved after 7 days (165 [125-210] vs.194 [153-285]; p = 0.02), in the same way as in G1 (164 [125-197] vs. 207 [160-294]; p = 0.07), but not in G2 (163 [95-197] vs. 135 [85-177]). No bacterial coinfection was observed. The incidence of IMV-associated pneumonia was high (13 episodes/1000 days of IMV). Conclusions Patients with COVID-19 require early IMV, a high frequency of ventilation in prone decubitus, and have a high incidence of failed HFO. The lack of improvement of PaO2/FiO2 at 7 days could be a prognostic marker.
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Claverías L, Gómez J, Rodríguez A, Albiol J, Esteban F, Bodí M. Support to the organization of the Intensive Care Units during the pandemic through maps created from the Clinical Information Systems. Med Intensiva 2020; 45:59-61. [PMID: 33020015 PMCID: PMC7531993 DOI: 10.1016/j.medin.2020.08.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 08/12/2020] [Accepted: 08/12/2020] [Indexed: 11/14/2022]
Affiliation(s)
- Laura Claverías
- Unidad de Cuidados Intensivos. Hospital Universitario Joan XXIII, Tarragona, España; Instituto de Investigación Sanitaria Pere Virgili. Universidad Rovira i Virgili, Tarragona, España
| | - Josep Gómez
- Unidad de Cuidados Intensivos. Hospital Universitario Joan XXIII, Tarragona, España; Instituto de Investigación Sanitaria Pere Virgili. Universidad Rovira i Virgili, Tarragona, España
| | - Alejandro Rodríguez
- Unidad de Cuidados Intensivos. Hospital Universitario Joan XXIII, Tarragona, España; Instituto de Investigación Sanitaria Pere Virgili. Universidad Rovira i Virgili, Tarragona, España; Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES). Instituto de Salud Carlos III, Madrid, España
| | - Jordi Albiol
- Unidad de Cuidados Intensivos. Hospital Universitario Joan XXIII, Tarragona, España
| | - Federico Esteban
- Unidad de Cuidados Intensivos. Hospital Universitario Joan XXIII, Tarragona, España; Instituto de Investigación Sanitaria Pere Virgili. Universidad Rovira i Virgili, Tarragona, España
| | - María Bodí
- Unidad de Cuidados Intensivos. Hospital Universitario Joan XXIII, Tarragona, España; Instituto de Investigación Sanitaria Pere Virgili. Universidad Rovira i Virgili, Tarragona, España; Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES). Instituto de Salud Carlos III, Madrid, España.
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Gil Castillejos D, Rubio ML, Ferre C, de Gracia MDLÁ, Bodí M, Sandiumenge A. Impact of difficult sedation on the management and outcome of critically ill patients. Nurs Crit Care 2020; 27:528-536. [DOI: 10.1111/nicc.12558] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 09/08/2020] [Accepted: 09/10/2020] [Indexed: 12/22/2022]
Affiliation(s)
| | | | - Carmen Ferre
- Department of Nursing Rovira i Virgili University Tarragona Spain
| | | | - María Bodí
- University Hospital Joan XXIII/IISPV/URV Tarragona/CIBERES Tarragona Spain
| | - Alberto Sandiumenge
- Medical Trasplant Coordinator University Hospital Vall d'Hebron Barcelona Spain
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35
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Ballesteros Sanz MÁ, Hernández-Tejedor A, Estella Á, Jiménez Rivera JJ, González de Molina Ortiz FJ, Sandiumenge Camps A, Vidal Cortés P, de Haro C, Aguilar Alonso E, Bordejé Laguna L, García Sáez I, Bodí M, García Sánchez M, Párraga Ramírez MJ, Alcaraz Peñarrocha RM, Amézaga Menéndez R, Burgueño Laguía P. [Recommendations of the Working Groups from the Spanish Society of Intensive and Critical Care Medicine and Coronary Units (SEMICYUC) for the management of adult critically ill patients in the coronavirus disease (COVID-19)]. Med Intensiva 2020; 44:371-388. [PMID: 32360034 PMCID: PMC7142677 DOI: 10.1016/j.medin.2020.04.001] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 04/07/2020] [Indexed: 01/08/2023]
Abstract
On March 11, 2020, the Director-General of the World Health Organization (WHO) declared the disease caused by SARS-CoV-2 (COVID-19) as a pandemic. The spread and evolution of the pandemic is overwhelming the healthcare systems of dozens of countries and has led to a myriad of opinion papers, contingency plans, case series and emerging trials. Covering all this literature is complex. Briefly and synthetically, in line with the previous recommendations of the Working Groups, the Spanish Society of Intensive, Critical Medicine and Coronary Units (SEMICYUC) has prepared this series of basic recommendations for patient care in the context of the pandemic.
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Affiliation(s)
- M Á Ballesteros Sanz
- Servicio de Medicina Intensiva, Hospital Universitario Marqués de Valdecilla, Santander, Cantabria, España.
| | | | - Á Estella
- Hospital Universitario de Jerez, Jerez de la Frontera, Cádiz, España
| | - J J Jiménez Rivera
- Servicio de Medicina Intensiva, Hospital Universitario de Canarias, La Laguna, Santa Cruz de Tenerife, España
| | | | - A Sandiumenge Camps
- Servicio de Medicina Intensiva, Hospital Universitario Vall d'Hebron, Barcelona, España
| | - P Vidal Cortés
- Servicio de Medicina Intensiva, Complexo Hospitalario Universitario de Ourense, Ourense, España
| | - C de Haro
- Servicio de Medicina Intensiva, Hospital Universitari Parc Taulí, Sabadell, Barcelona, España; Servicio de Medicina Intensiva, CIBERES Enfermedades Respiratorias, Instituto de Salud Carlos III (ISCIII), Madrid, España
| | - E Aguilar Alonso
- Servicio de Medicina Intensiva, Hospital Infanta Margarita, Cabra, Córdoba, España
| | - L Bordejé Laguna
- Servicio de Medicina Intensiva, Hospital Germans Trias i Pujol, Badalona, Barcelona, España
| | - I García Sáez
- Servicio de Medicina Intensiva, Hospital Universitario Donostia, San Sebastián, España
| | - M Bodí
- Servicio de Medicina Intensiva, Hospital Universitario de Tarragona Joan XXIII, Tarragona, España
| | - M García Sánchez
- Servicio de Medicina Intensiva, Hospital Universitario Virgen Macarena, Sevilla, España
| | - M J Párraga Ramírez
- Servicio de Medicina Intensiva, Hospital General Universitario Morales Meseguer, Murcia, España
| | | | - R Amézaga Menéndez
- Servicio de Medicina Intensiva, Hospital Universitari Son Espases, Palma, Islas Baleares, España
| | - P Burgueño Laguía
- Servicio de Medicina Intensiva, Hospital Universitario 12 de Octubre, Madrid, España
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36
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Ballesteros Sanz M, Hernández-Tejedor A, Estella Á, Jiménez Rivera J, González de Molina Ortiz F, Sandiumenge Camps A, Vidal Cortés P, de Haro C, Aguilar Alonso E, Bordejé Laguna L, García Sáez I, Bodí M, García Sánchez M, Párraga Ramírez M, Alcaraz Peñarrocha R, Amézaga Menéndez R, Burgueño Laguía P. Recommendations of the Working Groups from the Spanish Society of Intensive and Critical Care Medicine and Coronary Units (SEMICYUC) for the management of adult critically ill patients in the coronavirus disease (COVID-19). Medicina Intensiva (English Edition) 2020. [PMCID: PMC7340388 DOI: 10.1016/j.medine.2020.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
On March 11, 2020, the Director-General of the World Health Organization (WHO) declared the disease caused by SARS-CoV-2 (COVID-19) as a pandemic. The spread and evolution of the pandemic is overwhelming the healthcare systems of dozens of countries and has led to a myriad of opinion papers, contingency plans, case series and emerging trials. Covering all this literature is complex. Briefly and synthetically, in line with the previous recommendations of the Working Groups, the Spanish Society of Intensive, Critical Medicine and Coronary Units (SEMICYUC) has prepared this series of basic recommendations for patient care in the context of the pandemic.
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Blazquez V, Rodríguez A, Sandiumenge A, Bodí M. In reply to «Veteran or novice in end-of-life decision-making in intensive care medicine? Promote ethical deliberation». Med Intensiva 2019; 44:202-203. [PMID: 31859016 DOI: 10.1016/j.medin.2019.10.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Accepted: 10/20/2019] [Indexed: 11/17/2022]
Affiliation(s)
- V Blazquez
- Servicio de Medicina Intensiva, Hospital Universitario de Tarragona Joan XXIII, Universidad Rovira i Virgili, Instituto de Investigación Sanitaria Pere i Virgili, Tarragona, España
| | - A Rodríguez
- Servicio de Medicina Intensiva, Hospital Universitario de Tarragona Joan XXIII, Universidad Rovira i Virgili, Instituto de Investigación Sanitaria Pere i Virgili, Tarragona, España
| | - A Sandiumenge
- Coordinación de Trasplantes, Hospital Universitario Vall d'Hebron, Barcelona, España
| | - M Bodí
- Servicio de Medicina Intensiva, Hospital Universitario de Tarragona Joan XXIII, Universidad Rovira i Virgili, Instituto de Investigación Sanitaria Pere i Virgili, Tarragona, España.
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Villavicencio C, Leache J, Marin J, Oliva I, Rodriguez A, Bodí M, Soni NJ. Basic critical care echocardiography training of intensivists allows reproducible and reliable measurements of cardiac output. Ultrasound J 2019; 11:5. [PMID: 31359188 PMCID: PMC6638616 DOI: 10.1186/s13089-019-0120-0] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Accepted: 02/15/2019] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Although pulmonary artery catheters (PACs) have been the reference standard for calculating cardiac output, echocardiographic estimation of cardiac output (CO) by cardiologists has shown high accuracy compared to PAC measurements. A few studies have assessed the accuracy of echocardiographic estimation of CO in critically ill patients by intensivists with basic training. The aim of this study was to evaluate the accuracy of CO measurements by intensivists with basic training using pulsed-wave Doppler ultrasound vs. PACs in critically ill patients. METHODS Critically ill patients who required hemodynamic monitoring with a PAC were eligible for the study. Three different intensivists with basic critical care echocardiography training obtained three measurements of CO on each patient. The maximum of three separate left-ventricular outflow tract diameter measurements and the mean of three LVOT velocity time integral measurements were used. The inter-observer reliability and correlation of CO measured by PACs vs. critical care echocardiography were assessed. RESULTS A total of 20 patients were included. Data were analyzed comparing the measurements of CO by PAC vs. echocardiography. The inter-observer reliability for measuring CO by echocardiography was good based on a coefficient of intraclass correlation of 0.6 (95% CI 0.48-0.86, p < 0.001). Bias and limits of agreement between the two techniques were acceptable (0.64 ± 1.18 L/min, 95% limits of agreement of - 1.73 to 3.01 L/min). In patients with CO < 6.5 L/min, the agreement between CO measured by PAC vs. echocardiography improved (0.13 ± 0.89 L/min; 95% limits of agreement of - 1.64 to 2.22 L/min). The mean percentage of error between the two methods was 17%. CONCLUSIONS Critical care echocardiography performed at the bedside by intensivists with basic critical care echocardiography training is an accurate and reproducible technique to measure cardiac output in critically ill patients.
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Affiliation(s)
- Christian Villavicencio
- Critical Care Department, Joan XXIII-University Hospital, Mallafre Guasch 4, 43007, Tarragona, Spain.
| | - Julen Leache
- Critical Care Department, Joan XXIII-University Hospital, Mallafre Guasch 4, 43007, Tarragona, Spain
| | - Judith Marin
- Critical Care Department, Hospital del Mar-Research Group in Critical Illness (GREPAC), Institut Hospital del Mar d'investigacions Mèdiques (IMIM), Barcelona, Spain
| | - Iban Oliva
- Critical Care Department, Joan XXIII-University Hospital, Mallafre Guasch 4, 43007, Tarragona, Spain
| | - Alejandro Rodriguez
- Critical Care Department, Joan XXIII-University Hospital, Mallafre Guasch 4, 43007, Tarragona, Spain
| | - María Bodí
- Critical Care Department, Joan XXIII-University Hospital, Mallafre Guasch 4, 43007, Tarragona, Spain
| | - Nilam J Soni
- Division of Pulmonary & Critical Care Medicine, University of Texas Health San Antonio, San Antonio, TX, USA.,Division of General & Hospital Medicine, University of Texas Health San Antonio, San Antonio, TX, USA.,Section of Hospital Medicine, South Texas Veterans Health Care System, San Antonio, TX, USA
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Cuadrado D, Riaño D, Gómez J, Bodí M, Sirgo G, Esteban F, García R, Rodríguez A. Pursuing Optimal Prediction of Discharge Time in ICUs with Machine Learning Methods. Artif Intell Med 2019. [DOI: 10.1007/978-3-030-21642-9_20] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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Moreno G, Rodríguez A, Reyes LF, Gomez J, Sole-Violan J, Díaz E, Bodí M, Trefler S, Guardiola J, Yébenes JC, Soriano A, Garnacho-Montero J, Socias L, Del Valle Ortíz M, Correig E, Marín-Corral J, Vallverdú-Vidal M, Restrepo MI, Torres A, Martín-Loeches I. Corticosteroid treatment in critically ill patients with severe influenza pneumonia: a propensity score matching study. Intensive Care Med 2018; 44:1470-1482. [PMID: 30074052 PMCID: PMC7095489 DOI: 10.1007/s00134-018-5332-4] [Citation(s) in RCA: 106] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Accepted: 07/21/2018] [Indexed: 12/15/2022]
Abstract
PURPOSE To determine clinical predictors associated with corticosteroid administration and its association with ICU mortality in critically ill patients with severe influenza pneumonia. METHODS Secondary analysis of a prospective cohort study of critically ill patients with confirmed influenza pneumonia admitted to 148 ICUs in Spain between June 2009 and April 2014. Patients who received corticosteroid treatment for causes other than viral pneumonia (e.g., refractory septic shock and asthma or chronic obstructive pulmonary disease [COPD] exacerbation) were excluded. Patients with corticosteroid therapy were compared with those without corticosteroid therapy. We use a propensity score (PS) matching analysis to reduce confounding factors. The primary outcome was ICU mortality. Cox proportional hazards and competing risks analysis was performed to assess the impact of corticosteroids on ICU mortality. RESULTS A total of 1846 patients with primary influenza pneumonia were enrolled. Corticosteroids were administered in 604 (32.7%) patients, with methylprednisolone the most frequently used corticosteroid (578/604 [95.7%]). The median daily dose was equivalent to 80 mg of methylprednisolone (IQR 60-120) for a median duration of 7 days (IQR 5-10). Asthma, COPD, hematological disease, and the need for mechanical ventilation were independently associated with corticosteroid use. Crude ICU mortality was higher in patients who received corticosteroids (27.5%) than in patients who did not receive corticosteroids (18.8%, p < 0.001). After PS matching, corticosteroid use was associated with ICU mortality in the Cox (HR = 1.32 [95% CI 1.08-1.60], p < 0.006) and competing risks analysis (SHR = 1.37 [95% CI 1.12-1.68], p = 0.001). CONCLUSION Administration of corticosteroids in patients with severe influenza pneumonia is associated with increased ICU mortality, and these agents should not be used as co-adjuvant therapy.
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Affiliation(s)
- Gerard Moreno
- Critical Care Department URV/IISPV/CIBERES, Hospital Universitari de Tarragona Joan XXIII, Mallafré Guasch 4, 43007, Tarragona, Spain
| | - Alejandro Rodríguez
- Critical Care Department URV/IISPV/CIBERES, Hospital Universitari de Tarragona Joan XXIII, Mallafré Guasch 4, 43007, Tarragona, Spain.
| | - Luis F Reyes
- Department of Microbiology, Universidad de La Sabana, Chia, Colombia
- Department of Critical Care Medicine, Clinica Universidad de La Sabana, Chia, Colombia
| | - Josep Gomez
- Critical Care Department URV/IISPV/CIBERES, Hospital Universitari de Tarragona Joan XXIII, Mallafré Guasch 4, 43007, Tarragona, Spain
| | - Jordi Sole-Violan
- Critical Care Department, Hospital Dr. Negrín Gran Canaria, Las Palmas, Gran Canaria, Spain
| | - Emili Díaz
- Critical Care Department/CIBERES, Hospital Parc Taulí, Sabadell, Spain
| | - María Bodí
- Critical Care Department URV/IISPV/CIBERES, Hospital Universitari de Tarragona Joan XXIII, Mallafré Guasch 4, 43007, Tarragona, Spain
| | - Sandra Trefler
- Critical Care Department URV/IISPV/CIBERES, Hospital Universitari de Tarragona Joan XXIII, Mallafré Guasch 4, 43007, Tarragona, Spain
| | - Juan Guardiola
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Louisville and Robley Rex VA Medical Center, Louisville, KY, USA
| | - Juan C Yébenes
- Critical Care Department, Hospital de Mataró, Mataró, Spain
| | - Alex Soriano
- Hospital Clínic Infectious Diseases, Hospital Clínic, Barcelona, Spain
| | - José Garnacho-Montero
- Critical Care Department, Hospital Universitario Virgen Macarena, Instituto de Biomedicina de Sevilla (IBIS), Seville, Spain
| | - Lorenzo Socias
- Critical Care Department, Hospital Son Llàtzer, Palma, Spain
| | | | - Eudald Correig
- Departamento de Bioestadística, Universitat Rovira I Virgili, Tarragona, Spain
| | - Judith Marín-Corral
- Critical Care Department, Hospital Del Mar, Research Group in Critical Disorders (GREPAC), IMIM, Barcelona, Spain
| | | | - Marcos I Restrepo
- South Texas Veterans Health Care System, University of Texas Health Sciences at San Antonio, San Antonio, Texas, USA
| | - Antoni Torres
- Hospital Clínic de Barcelona, Servei de Pneumologia i Al·lèrgia Respiratòria, Institut Clínic del Tórax/CIBERES, Barcelona, Spain
| | - Ignacio Martín-Loeches
- Department of Anaesthesia and Critical Care, St James ́s University Hospital, Trinity Centre for Health Sciences, Multidisciplinary Intensive Care Research Organization (MICRO), Dublin, Ireland
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Núñez Reiz A, Martínez Sagasti F, Álvarez González M, Blesa Malpica A, Martín Benítez JC, Nieto Cabrera M, Del Pino Ramírez Á, Gil Perdomo JM, Prada Alonso J, Celi LA, Armengol de la Hoz MÁ, Deliberato R, Paik K, Pollard T, Raffa J, Torres F, Mayol J, Chafer J, González Ferrer A, Rey Á, González Luengo H, Fico G, Lombroni I, Hernandez L, López L, Merino B, Cabrera MF, Arredondo MT, Bodí M, Gómez J, Rodríguez A, Sánchez García M. Big data and machine learning in critical care: Opportunities for collaborative research. Med Intensiva 2018; 43:52-57. [PMID: 30077427 DOI: 10.1016/j.medin.2018.06.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Revised: 05/23/2018] [Accepted: 06/09/2018] [Indexed: 01/25/2023]
Abstract
The introduction of clinical information systems (CIS) in Intensive Care Units (ICUs) offers the possibility of storing a huge amount of machine-ready clinical data that can be used to improve patient outcomes and the allocation of resources, as well as suggest topics for randomized clinical trials. Clinicians, however, usually lack the necessary training for the analysis of large databases. In addition, there are issues referred to patient privacy and consent, and data quality. Multidisciplinary collaboration among clinicians, data engineers, machine-learning experts, statisticians, epidemiologists and other information scientists may overcome these problems. A multidisciplinary event (Critical Care Datathon) was held in Madrid (Spain) from 1 to 3 December 2017. Under the auspices of the Spanish Critical Care Society (SEMICYUC), the event was organized by the Massachusetts Institute of Technology (MIT) Critical Data Group (Cambridge, MA, USA), the Innovation Unit and Critical Care Department of San Carlos Clinic Hospital, and the Life Supporting Technologies group of Madrid Polytechnic University. After presentations referred to big data in the critical care environment, clinicians, data scientists and other health data science enthusiasts and lawyers worked in collaboration using an anonymized database (MIMIC III). Eight groups were formed to answer different clinical research questions elaborated prior to the meeting. The event produced analyses for the questions posed and outlined several future clinical research opportunities. Foundations were laid to enable future use of ICU databases in Spain, and a timeline was established for future meetings, as an example of how big data analysis tools have tremendous potential in our field.
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Affiliation(s)
- Antonio Núñez Reiz
- Servicio de Medicina Intensiva, Hospital Universitario Clínico San Carlos, Madrid, España.
| | | | | | - Antonio Blesa Malpica
- Servicio de Medicina Intensiva, Hospital Universitario Clínico San Carlos, Madrid, España
| | | | - Mercedes Nieto Cabrera
- Servicio de Medicina Intensiva, Hospital Universitario Clínico San Carlos, Madrid, España
| | | | | | - Jesús Prada Alonso
- Servicio de Medicina Intensiva, Hospital Universitario Clínico San Carlos, Madrid, España
| | - Leo Anthony Celi
- MIT Critical Data, Laboratory for Computational Physiology, Harvard-MIT Health Sciences & Technology, MIT, Cambridge, Massachusetts, United States
| | - Miguel Ángel Armengol de la Hoz
- MIT Critical Data, Laboratory for Computational Physiology, Harvard-MIT Health Sciences & Technology, MIT, Cambridge, Massachusetts, United States; Division of Clinical Informatics, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States; Harvard Medical School, Boston, Massachusetts, United States; Biomedical Engineering and Telemedicine Group, Biomedical Technology Centre CTB, ETSI Telecomunicación, Universidad Politécnica de Madrid, Madrid, Spain
| | - Rodrigo Deliberato
- MIT Critical Data, Laboratory for Computational Physiology, Harvard-MIT Health Sciences & Technology, MIT, Cambridge, Massachusetts, United States
| | - Kenneth Paik
- MIT Critical Data, Laboratory for Computational Physiology, Harvard-MIT Health Sciences & Technology, MIT, Cambridge, Massachusetts, United States
| | - Tom Pollard
- MIT Critical Data, Laboratory for Computational Physiology, Harvard-MIT Health Sciences & Technology, MIT, Cambridge, Massachusetts, United States
| | - Jesse Raffa
- MIT Critical Data, Laboratory for Computational Physiology, Harvard-MIT Health Sciences & Technology, MIT, Cambridge, Massachusetts, United States
| | - Felipe Torres
- MIT Critical Data, Laboratory for Computational Physiology, Harvard-MIT Health Sciences & Technology, MIT, Cambridge, Massachusetts, United States
| | - Julio Mayol
- Department of Surgery, Hospital Clinico San Carlos de Madrid, Instituto de Investigación Sanitaria San Carlos, Universidad Complutense de Madrid, Madrid, Spain
| | - Joan Chafer
- Unidad de Innovación, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | - Arturo González Ferrer
- Unidad de Innovación, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | - Ángel Rey
- Unidad de Innovación, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | - Henar González Luengo
- Unidad de Innovación, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | - Giuseppe Fico
- Life Supporting Technologies, epartamento de Tecnología Fotónica y Bioingeniería, Universidad Politècnica de Madrid, Madrid, Spain
| | - Ivana Lombroni
- Life Supporting Technologies, epartamento de Tecnología Fotónica y Bioingeniería, Universidad Politècnica de Madrid, Madrid, Spain
| | - Liss Hernandez
- Life Supporting Technologies, epartamento de Tecnología Fotónica y Bioingeniería, Universidad Politècnica de Madrid, Madrid, Spain
| | - Laura López
- Life Supporting Technologies, epartamento de Tecnología Fotónica y Bioingeniería, Universidad Politècnica de Madrid, Madrid, Spain
| | - Beatriz Merino
- Life Supporting Technologies, epartamento de Tecnología Fotónica y Bioingeniería, Universidad Politècnica de Madrid, Madrid, Spain
| | - María Fernanda Cabrera
- Life Supporting Technologies, epartamento de Tecnología Fotónica y Bioingeniería, Universidad Politècnica de Madrid, Madrid, Spain
| | - María Teresa Arredondo
- Life Supporting Technologies, epartamento de Tecnología Fotónica y Bioingeniería, Universidad Politècnica de Madrid, Madrid, Spain
| | - María Bodí
- Service of Intensive Care Medicine, Hospital Universitari Joan XXIII, IISPV-URV, Tarragona, Spain
| | - Josep Gómez
- Service of Intensive Care Medicine, Hospital Universitari Joan XXIII, IISPV-URV, Tarragona, Spain; Department of Electronic Engineering, Metabolomics Platform, Rovira i Virgili University, IISPV, Tarragona
| | - Alejandro Rodríguez
- Service of Intensive Care Medicine, Hospital Universitari Joan XXIII, IISPV-URV, Tarragona, Spain
| | - Miguel Sánchez García
- Servicio de Medicina Intensiva, Hospital Universitario Clínico San Carlos, Madrid, España.
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Blazquez V, Rodríguez A, Sandiumenge A, Oliver E, Cancio B, Ibañez M, Miró G, Navas E, Badía M, Bosque MD, Jurado MT, López M, Llauradó M, Masnou N, Pont T, Bodí M. Factors related to limitation of life support within 48h of intensive care unit admission: A multicenter study. Med Intensiva 2018; 43:352-361. [PMID: 29747939 DOI: 10.1016/j.medin.2018.03.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Revised: 03/09/2018] [Accepted: 03/22/2018] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To determine factors related to limitations on life support within 48h of intensive care unit (ICU) admission. STUDY DESIGN Prospective multicenter study. SETTING Eleven ICUs. PATIENTS All patients who died and/or had limitations on life support after ICU admission during a four-month period. VARIABLES Patient characteristics, hospital characteristics, characteristics of limitations on life support. Time-to-first-limitation was classified as early (<48h of admission) or late (≥48h). We performed univariate, multivariate analyses and CHAID (chi-square automatic interaction detection) analysis of variables associated with limitation of life support within 48h of ICU admission. RESULTS 3335 patients were admitted; 326 (9.8%) had limitations on life support. A total of 344 patients died; 247 (71.8%) had limitations on life support (range among centers, 58.6%-84.2%). The median (p25-p75) time from admission to initial limitation was 2 (0-7) days. CHAID analysis found that the modified Rankin score was the variable most closely related with early limitations. Among patients with Rankin >2, early limitations were implemented in 71.7% (OR=2.5; 95% CI: 1.5-4.4) and lung disease was the variable most strongly associated with early limitations (OR=12.29; 95% CI: 1.63-255.91). Among patients with Rankin ≤2, 48.8% had early limitations; patients admitted after emergency surgery had the highest rate of early limitations (66.7%; OR=2.4; 95% CI: 1.1-5.5). CONCLUSION Limitations on life support are common, but the practice varies. Quality of life has the greatest impact on decisions to limit life support within 48h of admission.
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Affiliation(s)
- V Blazquez
- Intensive Care Unit, University Hospital Joan XXIII, Institut d'Investigació Sanitària Pere Virgili, Tarragona, Spain
| | - A Rodríguez
- Intensive Care Unit, University Hospital Joan XXIII, Institut d'Investigació Sanitària Pere Virgili, University Rovira i Virgili, CIBERES, Tarragona, Spain
| | - A Sandiumenge
- Transplant Coordination, University Hospital Vall d'Hebron, Barcelona, Spain
| | - E Oliver
- Transplant Coordination, University Hospital Bellvitge, Barcelona, Spain
| | - B Cancio
- Intensive Care Unit, University Hospital Moises Broggi, Barcelona, Spain
| | - M Ibañez
- Intensive Care Unit, University Hospital Verge de la Cinta de Tortosa, Tortosa, Spain
| | - G Miró
- Intensive Care Unit, Consorci Sanitari del Maresme, Mataró, Spain
| | - E Navas
- Intensive Care Unit, University Hospital Mutua de Terrassa, Terrassa, Spain
| | - M Badía
- Intensive Care Unit, University Hospital Arnau de Vilanova, Lleida, Spain
| | - M D Bosque
- Intensive Care Unit, University Hospital General de Catalunya, Barcelona, Spain
| | - M T Jurado
- Intensive Care Unit, Hospital de Terrassa, Terrassa, Spain
| | - M López
- Intensive Care Unit, University Hospital de Vic, Vic, Spain
| | - M Llauradó
- International University of Catalunya, Barcelona, Spain
| | - N Masnou
- Transplant Coordination, University Hospital Dr. Trueta, Girona, Spain
| | - T Pont
- Transplant Coordination, University Hospital Vall d'Hebron, Barcelona, Spain
| | - M Bodí
- Intensive Care Unit, University Hospital Joan XXIII, Institut d'Investigació Sanitària Pere Virgili, University Rovira i Virgili, CIBERES, Tarragona, Spain.
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Sirgo G, Esteban F, Gómez J, Moreno G, Rodríguez A, Blanch L, Guardiola JJ, Gracia R, De Haro L, Bodí M. Validation of the ICU-DaMa tool for automatically extracting variables for minimum dataset and quality indicators: The importance of data quality assessment. Int J Med Inform 2018; 112:166-172. [PMID: 29500016 DOI: 10.1016/j.ijmedinf.2018.02.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Revised: 02/05/2018] [Accepted: 02/07/2018] [Indexed: 10/18/2022]
Abstract
BACKGROUND Big data analytics promise insights into healthcare processes and management, improving outcomes while reducing costs. However, data quality is a major challenge for reliable results. Business process discovery techniques and an associated data model were used to develop data management tool, ICU-DaMa, for extracting variables essential for overseeing the quality of care in the intensive care unit (ICU). OBJECTIVE To determine the feasibility of using ICU-DaMa to automatically extract variables for the minimum dataset and ICU quality indicators from the clinical information system (CIS). METHODS The Wilcoxon signed-rank test and Fisher's exact test were used to compare the values extracted from the CIS with ICU-DaMa for 25 variables from all patients attended in a polyvalent ICU during a two-month period against the gold standard of values manually extracted by two trained physicians. Discrepancies with the gold standard were classified into plausibility, conformance, and completeness errors. RESULTS Data from 149 patients were included. Although there were no significant differences between the automatic method and the manual method, we detected differences in values for five variables, including one plausibility error and two conformance and completeness errors. Plausibility: 1) Sex, ICU-DaMa incorrectly classified one male patient as female (error generated by the Hospital's Admissions Department). Conformance: 2) Reason for isolation, ICU-DaMa failed to detect a human error in which a professional misclassified a patient's isolation. 3) Brain death, ICU-DaMa failed to detect another human error in which a professional likely entered two mutually exclusive values related to the death of the patient (brain death and controlled donation after circulatory death). Completeness: 4) Destination at ICU discharge, ICU-DaMa incorrectly classified two patients due to a professional failing to fill out the patient discharge form when thepatients died. 5) Length of continuous renal replacement therapy, data were missing for one patient because the CRRT device was not connected to the CIS. CONCLUSIONS Automatic generation of minimum dataset and ICU quality indicators using ICU-DaMa is feasible. The discrepancies were identified and can be corrected by improving CIS ergonomics, training healthcare professionals in the culture of the quality of information, and using tools for detecting and correcting data errors.
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Affiliation(s)
- Gonzalo Sirgo
- Intensive Care Unit, Hospital Universitario Joan XXIII, Instituto de Investigación Sanitaria Pere Virgili, Rovira i Virgili University, Tarragona, Spain.
| | - Federico Esteban
- Intensive Care Unit, Hospital Universitario Joan XXIII, Instituto de Investigación Sanitaria Pere Virgili, Rovira i Virgili University, Tarragona, Spain.
| | - Josep Gómez
- Intensive Care Unit, Hospital Universitario Joan XXIII, Instituto de Investigación Sanitaria Pere Virgili, Rovira i Virgili University, Tarragona, Spain.
| | - Gerard Moreno
- Intensive Care Unit, Hospital Universitario Joan XXIII, Instituto de Investigación Sanitaria Pere Virgili, Rovira i Virgili University, Tarragona, Spain.
| | - Alejandro Rodríguez
- Intensive Care Unit, Hospital Universitario Joan XXIII, Instituto de Investigación Sanitaria Pere Virgili, Rovira i Virgili University, Tarragona, Spain.
| | - Lluis Blanch
- Critical Care Centre, Hospital Universitari Parc Taulí, Institut de Investigació i Innovació Parc Taulí (I3PT), Universitat Autònoma de Barcelona, Sabadell, Spain; Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Majadahonda, Spain.
| | - Juan José Guardiola
- Department of Pulmonary, Critical Care and Sleep Medicine, University of Louisville, Louisville, KY, USA.
| | - Rafael Gracia
- Management Department, Camp de Tarragona Region, Institut Català de la Salut, Tarragona, Spain.
| | - Lluis De Haro
- Functional Competence Center, Information Systems, Institut Català de la Salut, Barcelona, Spain.
| | - María Bodí
- Intensive Care Unit, Hospital Universitario Joan XXIII, Instituto de Investigación Sanitaria Pere Virgili, Rovira i Virgili University, Tarragona, Spain.
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Rodríguez A, Ferri C, Martin-Loeches I, Díaz E, Masclans JR, Gordo F, Sole-Violán J, Bodí M, Avilés-Jurado FX, Trefler S, Magret M, Moreno G, Reyes LF, Marin-Corral J, Yebenes JC, Esteban A, Anzueto A, Aliberti S, Restrepo MI. Risk Factors for Noninvasive Ventilation Failure in Critically Ill Subjects With Confirmed Influenza Infection. Respir Care 2017; 62:1307-1315. [DOI: 10.4187/respcare.05481] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Bodí M, Oliva I, Martín MC, Gilavert MC, Muñoz C, Olona M, Sirgo G. Impact of random safety analyses on structure, process and outcome indicators: multicentre study. Ann Intensive Care 2017; 7:23. [PMID: 28247300 PMCID: PMC5331020 DOI: 10.1186/s13613-017-0245-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Accepted: 02/13/2017] [Indexed: 01/10/2023] Open
Abstract
Background
To assess the impact of a real-time random safety tool on structure, process and outcome indicators. Methods
Prospective study conducted over a period of 12 months in two adult patient intensive care units. Safety rounds were conducted three days a week ascertaining 37 safety measures (grouped into 10 blocks). In each round, 50% of the patients and 50% of the measures were randomized. The impact of this safety tool was analysed on indicators of structure (safety culture, healthcare protocols), process (improvement proportion related to tool application, IPR) and outcome (mortality, average stay, rate of catheter-related bacteraemias and rate of ventilator-associated pneumonia, VAP). Results A total of 1214 patient-days were analysed. Structure indicators: the use of the safety tool was associated with an increase in the safety climate and the creation/modification of healthcare protocols (sedation/analgesia and weaning). Process indicators: Twelve of the 37 measures had an IPR > 10%; six showed a progressive decrease in the IPR over the study period. Nursing workloads and patient severity on the day of analysis were independently associated with a higher IPR in half of the blocks of variables. Outcome indicators: A significant decrease in the rate of VAP was observed. Conclusions The real-time random safety tool improved the care process and adherence to clinical practice guidelines and was associated with an improvement in structure, process and outcome indicators. Electronic supplementary material The online version of this article (doi:10.1186/s13613-017-0245-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- María Bodí
- Intensive Care Unit, Hospital Universitario Joan XXIII, Tarragona, Spain.,Instituto de Investigación Sanitaria Pere Virgili, Rovira i Virgili University, Tarragona, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - Iban Oliva
- Intensive Care Unit, Hospital Universitario Joan XXIII, Tarragona, Spain.
| | - Maria Cruz Martín
- Intensive Care Unit, Hospital Universitario de Torrejón, Torrejón de Ardoz, Madrid, Spain
| | | | - Carlos Muñoz
- Intensive Care Unit, Hospital Universitario de Torrejón, Torrejón de Ardoz, Madrid, Spain
| | - Montserrat Olona
- Instituto de Investigación Sanitaria Pere Virgili, Rovira i Virgili University, Tarragona, Spain.,Department of Preventive Medicine, Hospital Universitario Joan XXIII, Tarragona, Spain
| | - Gonzalo Sirgo
- Intensive Care Unit, Hospital Universitario Joan XXIII, Tarragona, Spain.,Instituto de Investigación Sanitaria Pere Virgili, Rovira i Virgili University, Tarragona, Spain
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Bodí M, Oliva I, Martín MC, Sirgo G. Real-time random safety audits: A transforming tool adapted to new times. Med Intensiva 2016; 41:368-376. [PMID: 27776937 DOI: 10.1016/j.medin.2016.09.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Revised: 08/30/2016] [Accepted: 09/06/2016] [Indexed: 02/02/2023]
Abstract
Real-time random safety audits constitute a tool designed to transfer knowledge from the sources of scientific evidence to the patient bedside. It has proven useful in critically ill patients, improving safety in the process of critical patient care, turning unsafe situations into safe ones in daily practice, and ensuring adherence to scientific evidence. In parallel, the design and methodology involved affords process indicators that will make it possible to know how we provide care for our patients, evolution over time (with regular feedback for professionals), the impact of our interventions, and benchmarking.
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Affiliation(s)
- M Bodí
- Intensive Care Unit, Hospital Universitario de Tarragona Joan XXIII, Tarragona, España; Instituto de Investigación Sanitaria Pere Virgili, Universitat Rovira i Virgili, Tarragona, España; Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, España.
| | - I Oliva
- Intensive Care Unit, Hospital Universitario de Tarragona Joan XXIII, Tarragona, España
| | - M C Martín
- Intensive Care Unit, Hospital Universitario de Torrejón , Torrejón de Ardoz, Madrid, España
| | - G Sirgo
- Intensive Care Unit, Hospital Universitario de Tarragona Joan XXIII, Tarragona, España; Instituto de Investigación Sanitaria Pere Virgili, Universitat Rovira i Virgili, Tarragona, España
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E, Juliarena A, Bisso MC, Grando M, Tapia A, Camargo M, Ulla DV, Corzo L, dos Santos HP, Ramos A, Doglia JA, Estenssoro E, Carbonara M, Magnoni S, Donald CLM, Shimony JS, Conte V, Triulzi F, Stretti F, Macrì M, Snyder AZ, Stocchetti N, Brody DL, Podlepich V, Shimanskiy V, Savin I, Lapteva K, Chumaev A, Tjepkema-Cloostermans MC, Hofmeijer J, Beishuizen A, Hom H, Blans MJ, van Putten MJAM, Longhi L, Frigeni B, Curinga M, Mingone D, Beretta S, Patruno A, Gandini L, Vargiolu A, Ferri F, Ceriani R, Rottoli MR, Lorini L, Citerio G, Pifferi S, Battistini M, Cordolcini V, Agarossi A, Di Rosso R, Ortolano F, Stocchetti N, Lourido CM, Cabrera JLS, Santana JDM, Alzola LM, del Rosario CG, Pérez HR, Torrent RL, Eslami S, Dalhuisen A, Fiks T, Schultz MJ, Hanna AA, Spronk PE, Wood M, Maslove D. ESICM LIVES 2016: part three. Intensive Care Med Exp 2016. [PMCID: PMC5042925 DOI: 10.1186/s40635-016-0100-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Canadell L, Olona M, Sirgo G, Gilabert MC, López PA, Martín M, De dios A, Canela M, Bodí M. PS-036 Improving pharmacological treatment: Real time safety audits. Eur J Hosp Pharm 2016. [DOI: 10.1136/ejhpharm-2016-000875.520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
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Rodríguez AH, Avilés-Jurado FX, Díaz E, Schuetz P, Trefler SI, Solé-Violán J, Cordero L, Vidaur L, Estella Á, Pozo Laderas JC, Socias L, Vergara JC, Zaragoza R, Bonastre J, Guerrero JE, Suberviola B, Cilloniz C, Restrepo MI, Martín-Loeches I, Cobo P, Martins J, Carbayo C, Robles-Musso E, Cárdenas A, Fierro J, Fernández DO, Sierra R, Huertos MJ, Carmona Pérez ML, Pozo Laderas JC, Guerrero R, Robles JC, León ME, Gómez AB, Márquez E, Rodríguez-Carvajal M, Estella Á, Pomares J, Ballesteros JL, Romero OM, Fernández Y, Lobato F, Prieto JF, Albofedo-Sánchez J, Martínez P, de la Torre MV, Nieto M, Sola EC, Díaz Castellanos MA, Soler GS, Leyba CO, Garnacho-Montero J, Hinojosa R, Fernández E, Loza A, León C, López SG, Arenzana A, Ocaña D, Navarrete I, Beryanaki MZ, Sánchez I, Pérez Alé M, Poullet Brea AM, Machado Casas JF, Serón C, Avellanas ML, Lander A, de Arellano SGR, Lacueva MM, Luque P, Serrano EP, Martín Lázaro JF, Polo CS, Cia IG, Bartolomé BJ, Nuñez CL, González I, Tomás Marsilla JI, Andrés CJ, Ibañes PG, Aguilar PA, Montón JM, Regil PD, Iglesias L, González CP, Fernández BQ, Iglesias LM, Soria LV, Escudero RY, Revuelta MDRM, Quiroga, García-Rodríguez Á, Cuadrado MM, Balán Mariño AL, Socias L, Ibánez P, Borges-Sa M, Socias A, Del Castillo A, Marcos RJ, Muñoz C, Bonell JM, Amestarán I, López MAG, Pàmies CV, Bonell Goytisolo JM, Morales Carbonero JA, Bonell Goytisolo JM, Morales Carbonero JA, Senoff RP, López de Medrano MG, Ruiz-Santana S, Díaz JJ, Ramírez CS, Sisón M, Hernández D, Trujillo A, Regalado L, Fndez SR, Lorente L, Rivero JC, Mora Quintero ML, Martín M, Martínez S, Cáceres J, Sanchez Palacio M, Marcos, García Rodríguez D, Leria MR, Suberviola B, Ugarte P, García-López F, Iniesta RS, Alonso AÁ, Padilla A, Palacios BM, Grande MLG, Martín Rodríguez MC, Adbel-Hadi Álvarez H, Ambros Checa A, Hernández HM, Albaya A, Obregón AS, Crespo CM, Estrella CA, Benito Puncel C, Oyargue EQ, Canabal A, Marina L, López de Toro I, Simón A, Añón JM, López Messa JB, López Pueyo MJ, del valle Sergio Ossa Echeverri OM, Ferreras Z, Ballesteros Herraez JC, Macias S, Berezo JÁ, Varela JB, Schweizer PB, Salamanca AG, Lomas LT, Anzález AO, Cicuéndez Avila R, Francisco Javier PG, Terrero AÁ, Ezpeleta FT, Sala C, López O, Paez Z, García Á, Carriedo Ule D, Crespo MR, Rebolledo JP, Andrés NH, Zirena ACC, García BR, López Messa JB, del Valle Ortiz M, Echeverri SO, Catalán RM, Ferrer M, Torres A, Cilloniz C, Ansorregui SB, Cabré L, Baeza I, Rovira A, Álvarez-Lerma F, Vázquez A, Nolla J, Fernández F, Cervelló JR, Iglesia R, Mañéz R, Ballús J, Granada RM, Vallés J, Díaz E, Ortíz M, Guía C, Martín-Loeches I, Páez J, Almirall J, Balanzo X, Güell E, Yebenes JC, Rello J, Arnau E, Pérez M, Laborda C, Souto J, Lagunes L, Catalán I, Sirvent JM, de Arbina NL, Serra AB, Sánchez A, Cuenca; SM, Badía M, Baseda-Garrido B, Valverdú-Vidal M, Barcenilla F, Palomar M, Nuvials X, Benedicto PG, Campo FR, Esteban M, Luna J, Eixarch GM, Diago AP, Nava JM, González de Molina J, Trenado J, Ferrer R, Josic Z, Casanovas M, Gurri F, Rodríguez P, Rodríguez A, Claverias L, Trefler S, Bodí M, Magret M, Ferri C, Díaz RM, Mesalles E, Arméstar F, de Mendoza D, Fernández CL, Berrade JJ, Saris AB, Pechkova M, Jiménez CM, Gil SP, Juliá-Narváez J, Marcos MR, Mallqui VF, Santiago Triviño MA, García PM, Fernández-Zapata A, Recio T, Arrascaeta A, García-Ramos MJ, Gallego E, Rodrigo ES, Bueno F, Díaz M, Pérez NG, Hormigo DL, Delgado JDJ, Frutos P, Rivera Pinna M, Cordero ML, Pastor JA, Álvarez-Rocha L, Ceniceros Barros A, Pedreira AV, Vila D, González CF, Pérez JB, Piquer MO, Merayo E, López-Ciudad VJ, Cañones JC, Vilaboy E, Chao JV, Cid López FS, Cortés PV, Pérez Veloso MA, Saborido EM, Pardavila EA, Montes AO, González RJ, Freita S, Alemparte E, Ortega A, López AM, Canabal J, Ferres E, Pérez JB, Piquer MO, Ramos SF, Cendón LL, Casal VG, Adrio SV, Fernández EM, Prado SG, Franco AV, Monzón JL, Goñi F, Del Nogal Sáez F, Navalpotro MB, Abad RD, Lasierra JLF, García-Torrejón MC, Pérez–Calvo C, López D, Arnaiz L, Sánchez-Alonso S, Velayos C, del Río F, González MÁ, Nieto M, Cesteros CS, Martín MC, Molina JM, Montejo JC, Catalán M, Albert P, de Pablo A, Guerrero JE, Zurita; 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