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Elsheikh M, Kuriyama A, Goto Y, Takahashi Y, Toyama M, Nishikawa Y, El Heniedy MA, Abdelraouf YM, Okada H, Nakayama T. Incidence and predictors of ventilator-associated pneumonia using a competing risk analysis: a single-center prospective cohort study in Egypt. BMC Infect Dis 2024; 24:1007. [PMID: 39300386 PMCID: PMC11414232 DOI: 10.1186/s12879-024-09909-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 09/09/2024] [Indexed: 09/22/2024] Open
Abstract
BACKGROUND Ventilator-associated pneumonia (VAP) is a challenging nosocomial problem in low- and middle-income countries (LMICs) that face barriers to healthcare delivery and resource availability. This study aimed to examine the incidence and predictors of VAP in Egypt as an example of an LMIC while considering death as a competing event. METHODS The study included patients aged ≥ 18 years who underwent mechanical ventilation (MV) in an intensive care unit (ICU) at a tertiary care, university hospital in Egypt between May 2020 and January 2023. We excluded patients who died or were transferred from the ICU within 48 h of admission. We determined the VAP incidence based on clinical suspicion, radiological findings, and positive lower respiratory tract microbiological cultures. The multivariate Fine-Gray subdistribution hazard model was used to examine the predictors of VAP while considering death as a competing event. RESULTS Overall, 315 patients were included in this analysis. Sixty-two patients (19.7%) developed VAP (17.1 per 1000 ventilator days). The Fine-Gray subdistribution hazard model, after adjustment for potential confounders, revealed that emergency surgery (subdistribution hazard ratio [SHR]: 2.11, 95% confidence interval [CI]: 1.25-3.56), reintubation (SHR: 3.74, 95% CI: 2.23-6.28), blood transfusion (SHR: 2.23, 95% CI: 1.32-3.75), and increased duration of MV (SHR: 1.04, 95% CI: 1.03-1.06) were independent risk factors for VAP development. However, the new use of corticosteroids was not associated with VAP development (SHR: 0.94, 95% CI: 0.56-1.57). Klebsiella pneumoniae was the most common causative microorganism, followed by Pseudomonas aeruginosa. CONCLUSION The incidence of VAP in Egypt was high, even in the ICU at a university hospital. Emergency surgery, reintubation, blood transfusion, and increased duration of MV were independently associated with VAP. Robust antimicrobial stewardship and infection control strategies are urgently needed in Egypt.
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Affiliation(s)
- Mohamed Elsheikh
- Department of Health Informatics, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Department of Emergency Medicine and Traumatology, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Akira Kuriyama
- Department of Health Informatics, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan.
| | - Yoshihito Goto
- Department of Health Informatics, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Clinical Research Center, National Hospital Organization Kyoto Medical Center, Kyoto, Japan
| | - Yoshimitsu Takahashi
- Department of Health Informatics, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Mayumi Toyama
- Department of Health Informatics, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Yoshitaka Nishikawa
- Department of Health Informatics, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | | | | | - Hiroshi Okada
- Department of Pharmaceutical Sciences, Wakayama Medical University, Wakayama, Japan
| | - Takeo Nakayama
- Department of Health Informatics, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
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Paton M, Chan S, Serpa Neto A, Tipping CJ, Stratton A, Lane R, Romero L, Broadley T, Hodgson CL. Association of active mobilisation variables with adverse events and mortality in patients requiring mechanical ventilation in the intensive care unit: a systematic review and meta-analysis. THE LANCET. RESPIRATORY MEDICINE 2024; 12:386-398. [PMID: 38513675 DOI: 10.1016/s2213-2600(24)00011-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 01/07/2024] [Accepted: 01/17/2024] [Indexed: 03/23/2024]
Abstract
BACKGROUND Mobilisation during critical illness is now included in multiple clinical practice guidelines. However, a large, randomised trial and systematic review have recently identified an increased probability of adverse events and mortality in patients who received early active mobilisation in the intensive care unit (ICU). We aimed to determine the effects of mobilisation compared with usual care on adverse events and mortality in an acute ICU setting. In subgroup analyses, we specifically aimed to investigate possible sources of harm, including the timing and duration of mobilisation achieved, ventilation status, and admission diagnosis. METHODS In this systematic review with frequentist and Bayesian analyses, we searched MEDLINE, Embase, Cochrane Central Register of Controlled Trials, CINAHL, SPORTDiscus, SCOPUS, Web of Science, and PEDro electronic databases, as well as clinical trial registries (ICTRP and ClinicalTrials.gov), from inception to March 16, 2023, without language restrictions. Eligible studies were randomised controlled trials that examined active mobilisation compared with either no mobilisation or mobilisation commencing later, or at a lower frequency or intensity, in adults who were critically ill during or after a period of mechanical ventilation in an acute ICU setting. Two authors independently screened reports, extracted data, and assessed the risk of bias using the Cochrane risk-of-bias tool (version 1). The primary outcome was the number of adverse events that occurred during the implementation of mobilisation, with the effect of mobilisation on mortality being the secondary outcome. Risk ratios (RRs) with 95% CIs were calculated in R (version 4.0.3) using random-effects modelling, with Bayesian analysis completed to calculate the probability of treatment harm (ie, RR >1). Subgroup analyses were completed to investigate the association of various factors of mobilisation on adverse events and mortality: duration of mobilisation (longer [≥20 min per day] vs shorter [<20 min per day]), timing of commencement (early [≤72 h from ICU admission] vs late [>72 h from ICU admission]), ventilation status at commencement (all patients mechanically ventilated vs all patients extubated), and ICU admission diagnosis (surgical vs medical). This study was registered with PROSPERO, CRD42022369272. FINDINGS After title and abstract screening of 14 440 studies and review of 466 full texts, 67 trials with 7004 participants met inclusion criteria, with 59 trials contributing to the meta-analysis. Of the 67 included studies, 15 (22%) did not mention adverse events and 13 (19%) reported no adverse events occurring across the trial period. Overall, we found no effect of mobilisation compared with usual care on the occurrence of adverse events (RR 1·09 [95% CI 0·69-1·74], p=0·71; I2 91%; 32 731 events, 20 studies; very low certainty), with a 2·96% occurrence rate (693 events in 23 395 intervention sessions; 25 studies). Mobilisation did not have any effect on mortality (RR 0·98 [95% CI 0·87-1·12], p=0·81; I2 0%; n=6218, 58 studies; moderate certainty). Subgroup analysis was hindered by the large amount of data that could not be allocated and analysed, making the results hypothesis generating only. INTERPRETATION Implementation of mobilisation in the ICU was associated with a less than 3% chance of an adverse event occurring and was not found to increase adverse events or mortality overall, providing reassurance for clinicians about the safety of performing this intervention. Subgroup analyses did not clearly identify any specific variable of mobilisation implementation that increased harm. FUNDING None.
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Affiliation(s)
- Michelle Paton
- Australian and New Zealand Intensive Care Research Centre, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia; Department of Physiotherapy, Monash Health, Clayton, VIC, Australia
| | - Sarah Chan
- Department of Physiotherapy, Monash Health, Clayton, VIC, Australia
| | - Ary Serpa Neto
- Australian and New Zealand Intensive Care Research Centre, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia; Department of Critical Care, University of Melbourne, Melbourne, VIC, Australia; Department of Critical Care Medicine, Hospital Israelita Albert Einstein, Sao Paulo, Brazil
| | - Claire J Tipping
- Department of Physiotherapy, Alfred Health, Melbourne, VIC, Australia
| | - Anne Stratton
- Department of Physiotherapy, Alfred Health, Melbourne, VIC, Australia
| | - Rebecca Lane
- School of Health Sciences, Swinburne University, Hawthorn, VIC, Australia
| | - Lorena Romero
- Ian Potter Library, Alfred Health, Melbourne, VIC, Australia
| | - Tessa Broadley
- Australian and New Zealand Intensive Care Research Centre, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Carol L Hodgson
- Australian and New Zealand Intensive Care Research Centre, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia; Department of Critical Care, University of Melbourne, Melbourne, VIC, Australia; Department of Physiotherapy, Alfred Health, Melbourne, VIC, Australia; Critical Care Division, The George Institute for Global Health, Sydney, NSW, Australia.
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Bolas T, Werner K, Alkenbrack S, Uribe MV, Wang M, Risko N. The economic value of personal protective equipment for healthcare workers. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0002043. [PMID: 37347760 DOI: 10.1371/journal.pgph.0002043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 05/19/2023] [Indexed: 06/24/2023]
Abstract
In this paper, we examine the cost effectiveness of investment in personal protective equipment (PPE) for protecting health care workers (HCWs) against two infectious diseases: Ebola virus and methicillin-resistant Staphylococcus aureus (MRSA). This builds on similar work published for COVID-19 in 2020. We developed two separate decision-analytic models using a payer perspective to compare the costs and effects of multiple PPE use scenarios for protection of HCW against Ebola and MRSA. Bayesian multivariate sensitivity analyses were used to consider the uncertainty surrounding all key parameters for both diseases. We estimate the cost to provide adequate PPE for a HCW encounter with an Ebola patient is $13.04, which is associated with a 97% risk reduction in infections. The mean incremental cost-effectiveness ratio (ICER) is $3.98 per disability-adjusted life year (DALY) averted. Because of lowered infection and disability rates, this investment is estimated to save $132.27 in averted health systems costs, a financial ROI of 1,014%. For MRSA, the cost of adequate PPE for one HCW encounter is $0.88, which is associated with a 53% risk reduction in infections. The mean ICER is $362.14 per DALY averted. This investment is estimated to save $20.18 in averted health systems costs, a financial ROI of 2,294%. In terms of total health savings per death averted, investing in adequate PPE is the dominant strategy for Ebola and MRSA, suggesting that it is both more costly and less clinically optimal to not fully invest in PPE for these diseases. There are many compelling reasons to invest in PPE to protect HCWs. This analysis examines the economic case, building on previous evidence that protecting HCWs with PPE is cost-effective for COVD-19. Ebola and MRSA scenarios were selected to allow assessment of both endemic and epidemic infectious diseases. While PPE is cost-effective for both conditions, compared to our analysis for COVID-19, PPE is relatively more cost-effective for Ebola and relatively less so for MRSA. Further research is needed to assess shortfalls in the PPE supply chain identified during the COVID-19 pandemic to ensure an efficient and resilient supply in the face of future pandemics.
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Affiliation(s)
- Theodore Bolas
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Kalin Werner
- Institute for Health & Aging, University of California, San Francisco, San Francisco, California, United States of America
- Division of Emergency Medicine, University of Cape Town, Cape Town, South Africa
| | - Sarah Alkenbrack
- World Bank, Health, Nutrition and Population Global Practice, Washington DC, United States of America
| | - Manuela Villar Uribe
- World Bank, Health, Nutrition and Population Global Practice, Washington DC, United States of America
| | - Mengxiao Wang
- World Bank, Health, Nutrition and Population Global Practice, Washington DC, United States of America
| | - Nicholas Risko
- Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
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Abate SM, Basu B, Jemal B, Ahmed S, Mantefardo B, Taye T. Pattern of disease and determinants of mortality among ICU patients on mechanical ventilator in Sub-Saharan Africa: a multilevel analysis. Crit Care 2023; 27:37. [PMID: 36694238 PMCID: PMC9875485 DOI: 10.1186/s13054-023-04316-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 01/11/2023] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND The global mortality rate of patients with MV is very high, despite a significant variation worldwide. Previous studies conducted in Sub-Saharan Africa among ICU patients focused on the pattern of admission and the incidence of mortality. However, the body of evidence on the clinical outcomes among patients with MV is still uncertain. OBJECTIVE The objective of this study was to investigate the pattern of disease and determinants of mortality among patients receiving mechanical ventilation in Southern Ethiopia. METHODS Six hundred and thirty patients on mechanical ventilation were followed for 28 days, and multilevel analysis was used to account for the clustering effect of ICU care in the region. RESULTS The incidence of 28-day mortality among patients with MV was 49% (95% CI: 36-58). The multilevel multivariate analysis revealed that being diabetic, having GSC < 8, and night time admission (AOR = 7.4; 95% CI: 2.96-18.38), (AOR = 5.9; (5% CI: 3.23, 10.69), and (AOR = 2.5; 95% CI: 1.24, 5.05) were predictors. CONCLUSION The higher 28-day mortality among ICU patients on mechanical ventilation in our study might be attributed to factors such as delayed patient presentation, lack of resources, insufficient healthcare infrastructure, lack of trained staff, and financial constraints. TRIAL REGISTRATION The protocol was registered retrospectively on ( NCT05303831 ).
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Affiliation(s)
- Semagn Mekonnen Abate
- Department of Anesthesiology, College of Health Sciences and Medicine, Dilla University, Dilla, Ethiopia.
| | - Bivash Basu
- Department of Anesthesiology, College of Health Sciences and Medicine, Dilla University, Dilla, Ethiopia
| | - Bedru Jemal
- Department of Anesthesiology, College of Health Sciences and Medicine, Dilla University, Dilla, Ethiopia
| | - Siraj Ahmed
- Department of Anesthesiology, College of Health Sciences and Medicine, Dilla University, Dilla, Ethiopia
| | - Bahru Mantefardo
- Departemnt of Internal Medicine, College of Health Sciences and Medicine, Dilla University, Dilla, Ethiopia
| | - Tagesse Taye
- Department of Anesthesiology, College of Health Sciences and Medicine, Hawassa University, Hawassa, Ethiopia
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Ghiani A, Tsitouras K, Paderewska J, Kahnert K, Walcher S, Gernhold L, Neurohr C, Kneidinger N. Ventilatory ratio and mechanical power in prolonged mechanically ventilated COVID-19 patients versus respiratory failures of other etiologies. Ther Adv Respir Dis 2023; 17:17534666231155744. [PMID: 36846917 PMCID: PMC9971705 DOI: 10.1177/17534666231155744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Accepted: 01/23/2023] [Indexed: 03/01/2023] Open
Abstract
BACKGROUND Evidence suggests differences in ventilation efficiency and respiratory mechanics between early COVID-19 pneumonia and classical acute respiratory distress syndrome (ARDS), as measured by established ventilatory indexes, such as the ventilatory ratio (VR; a surrogate of the pulmonary dead-space fraction) or mechanical power (MP; affected, e.g., by changes in lung-thorax compliance). OBJECTIVES The aim of this study was to evaluate VR and MP in the late stages of the disease when patients are ready to be liberated from the ventilator after recovering from COVID-19 pneumonia compared to respiratory failures of other etiologies. DESIGN A retrospective observational cohort study of 249 prolonged mechanically ventilated, tracheotomized patients with and without COVID-19-related respiratory failure. METHODS We analyzed each group's VR and MP distributions and trajectories [repeated-measures analysis of variance (ANOVA)] during weaning. Secondary outcomes included weaning failure rates between groups and the ability of VR and MP to predict weaning outcomes (using logistic regression models). RESULTS The analysis compared 53 COVID-19 cases with a heterogeneous group of 196 non-COVID-19 subjects. VR and MP decreased across both groups during weaning. COVID-19 patients demonstrated higher values for both indexes throughout weaning: median VR 1.54 versus 1.27 (p < 0.01) and MP 26.0 versus 21.3 Joule/min (p < 0.01) at the start of weaning, and median VR 1.38 versus 1.24 (p < 0.01) and MP 24.2 versus 20.1 Joule/min (p < 0.01) at weaning completion. According to the multivariable analysis, VR was not independently associated with weaning outcomes, and the ability of MP to predict weaning failure or success varied with lung-thorax compliance, with COVID-19 patients demonstrating consistently higher dynamic compliance along with significantly fewer weaning failures (9% versus 30%, p < 0.01). CONCLUSION COVID-19 patients differed considerably in ventilation efficiency and respiratory mechanics among prolonged ventilated individuals, demonstrating significantly higher VRs and MP. The differences in MP were linked with higher lung-thorax compliance in COVID-19 patients, possibly contributing to the lower rate of weaning failures observed.
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Affiliation(s)
- Alessandro Ghiani
- Department of Pulmonology and Respiratory
Medicine, Lung Center Stuttgart – Schillerhoehe Lung Clinic (affiliated to
the Robert-Bosch-Hospital GmbH, Stuttgart), Auerbachstr. 110, 70376
Stuttgart, Germany
| | - Konstantinos Tsitouras
- Department of Pulmonology and Respiratory
Medicine, Lung Center Stuttgart – Schillerhoehe Lung Clinic (affiliated to
the Robert-Bosch-Hospital GmbH, Stuttgart), Stuttgart, Germany
| | - Joanna Paderewska
- Department of Pulmonology and Respiratory
Medicine, Lung Center Stuttgart – Schillerhoehe Lung Clinic (affiliated to
the Robert-Bosch-Hospital GmbH, Stuttgart), Stuttgart, Germany
| | - Kathrin Kahnert
- Department of Internal Medicine V,
Ludwig-Maximilians-University (LMU) of Munich, Munich, Germany
- Comprehensive Pneumology Center (CPC-M), Member
of the German Center for Lung Research (DZL), Munich, Germany
| | - Swenja Walcher
- Department of Pulmonology and Respiratory
Medicine, Lung Center Stuttgart – Schillerhoehe Lung Clinic (affiliated to
the Robert-Bosch-Hospital GmbH, Stuttgart), Stuttgart, Germany
| | - Lukas Gernhold
- Department of Pulmonology and Respiratory
Medicine, Lung Center Stuttgart – Schillerhoehe Lung Clinic (affiliated to
the Robert-Bosch-Hospital GmbH, Stuttgart), Stuttgart, Germany
| | - Claus Neurohr
- Department of Pulmonology and Respiratory
Medicine, Lung Center Stuttgart – Schillerhoehe Lung Clinic (affiliated to
the Robert-Bosch-Hospital GmbH, Stuttgart), Stuttgart, Germany
- Comprehensive Pneumology Center (CPC-M), Member
of the German Center for Lung Research (DZL), Munich, Germany
| | - Nikolaus Kneidinger
- Department of Internal Medicine V,
Ludwig-Maximilians-University (LMU) of Munich, Munich, Germany
- Comprehensive Pneumology Center (CPC-M),
Member of the German Center for Lung Research (DZL), Munich, Germany
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Smith LD, Berube J, Indar-Maraj M, Rosier P, Walker J, Carreon CJ, Freeman R, Gabel K, Hernandez A, Kolmer M, Proctor T, Hope AA. What the American Journal of Critical Care Junior Peer Reviewers Were Reading During the First Year of the Program: Caring for Patients With COVID-19. Am J Crit Care 2022; 31:e26-e30. [PMID: 35773194 DOI: 10.4037/ajcc2022158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
The Junior Peer Reviewer program of the American Journal of Critical Care provides mentorship in the peer review process to novice reviewers. The program includes discussion sessions in which participants review articles published in other journals to practice and improve their critical appraisal skills. The articles reviewed during the first year of the program focused on caring for patients with COVID-19. The global pandemic has placed a heavy burden on nursing practice. Prone positioning of patients with acute respiratory failure is likely to improve their outcomes. Hospitals caring for patients needing prolonged ventilation should use evidence-based, standardized care practices to reduce mortality. The burden on uncompensated caregivers of COVID-19 survivors is also high, and such caregivers are likely to require assistance with their efforts. Reviewing these articles was helpful for building the peer review skills of program participants and identifying actionable research to improve the lives of critically ill patients.
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Affiliation(s)
- L Douglas Smith
- L. Douglas Smith Jr is a critical care nurse practitioner with ICC Healthcare at HCA TriStar Centennial Medical Center and a nursing instructor at Vanderbilt University School of Nursing, Nashville, Tennessee
| | - Jennifer Berube
- Jennifer Berube is an assistant professor at the College of Health Professions, Trine University, Fort Wayne, Indiana
| | - Mintie Indar-Maraj
- Mintie Indar-Maraj is a staff nurse for the intensive care unit/critical care unit and telemetry at Montefiore Health System, Bronx, New York
| | - Patricia Rosier
- Patricia Rosier is a surgical clinical nurse specialist at Berkshire Medical Center, Pittsfield, Massachusetts
| | - Janeane Walker
- Janeane Walker is Director of Educational Outcomes, Graduate Medical Education, Northeast Georgia Medical Center, Gainesville
| | - Christian Justin Carreon
- Christian Justin Carreon is a staff nurse in the intensive care unit/critical care unit and cardiovascular intensive care unit, Kaiser Permanente, San Francisco, California
| | - Regi Freeman
- Regi Freeman is a cardiovascular intensive care unit clinical nurse specialist at University of Michigan Health and a clinical adjunct faculty member at the University of Michigan School of Nursing, Ann Arbor
| | - Katie Gabel
- Katie Gabel is a virtual lecturer at the Fort Hays State University Department of Nursing, Hays, Kansas, and a nurse educator at Ascension St John Medical Center, Tulsa, Oklahoma
| | - Angelica Hernandez
- Angelica Hernandez is an assistant professor at AdventHealth University, Orlando, Florida
| | - Meghan Kolmer
- Meghan Kolmer is a staff nurse in the cardiology admission and recovery unit at Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Tamala Proctor
- Tamala Proctor is a clinical nurse educational specialist at the University of Pennsylvania Health System, Philadelphia
| | - Aluko A Hope
- Aluko A. Hope is an associate professor in the Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, Oregon Health & Science University, Portland
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Rose L, Dvorani E, Homenauth E, Istanboulian L, Fraser I. Mortality, Health Care Use, and Costs of Weaning Center Survivors and Matched Prolonged ICU Stay Controls. Respir Care 2022; 67:291-300. [PMID: 35078929 PMCID: PMC9993494 DOI: 10.4187/respcare.09438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Quantification of long-term survival, health care utilization, and costs of prolonged ventilator dependence informs patient/family decision-making, health care policy, and understanding of specialized weaning centers (SWCs) as alternate care models. Our objective was to compare survival trajectory, health care utilization, and costs of SWC survivors with a matched cohort of ≥ 21-d-stay ICU patients. METHODS This was a retrospective longitudinal (12 y) case-control study linking to health administrative databases with matching on age, sex, Charlson comorbidity index, income quintiles, and days in ICU and hospital in preceding 12 months. RESULTS We matched 201 SWC subjects to 201 prolonged ICU survivors (402-subject cohort); 42% had a Charlson score of > 4. Risk of death at 12 months was lower in SWC subjects (hazard ratio [HR] 0.70 [95% CI 0.54-0.91]) adjusting for length of hospital admission (HR 1.02 [95% CI 1.00-1.04]) and number of care location transfers (HR 0.84 [95% CI 0.75-0.93]). By follow-up end, more SWC subjects died, 149 (73%) versus 127 (62%). We found no difference in discharge to home. At 12 months, acute health care utilization was comparable for the entire cohort, except hospital readmission rates (median interquartile range [IQR] 2 [1-3) vs 1 [1-2] d). Median (IQR) cost 12 months after unit discharge was CAD $68,165 ($19,894-$153,475). 12-month costs were higher in the SWC survivors (CAD $82,874 [$29,942-$224,965] vs CAD $55,574 [$6,572-$128,962], P < .001). SWC survivors had higher community health care utilization. Regression modeling demonstrated cost was associated with stay and care transfers but not SWC admission. Over 12-y follow-up, health care utilization and costs were higher in SWC survivors. CONCLUSIONS SWC admission may confer some medium-term survival advantage; however, this may be influenced by selection bias associated with admission criteria.
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Affiliation(s)
- Louise Rose
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London, United Kingdom; Lane Fox Respiratory Unit, Guy's and St Thomas' NHS Hospital Trust, London, United Kingdom; and Prolonged Ventilation Weaning Centre, Michael Garron Hospital, Toronto, Canada.
| | - Erind Dvorani
- Institute of Clinical Evaluative Sciences, Toronto, Canada
| | - Esha Homenauth
- Institute of Clinical Evaluative Sciences, Toronto, Canada
| | - Laura Istanboulian
- Prolonged Ventilation Weaning Centre, Michael Garron Hospital, Toronto, Canada; and Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, Canada
| | - Ian Fraser
- Prolonged Ventilation Weaning Centre, Michael Garron Hospital, Toronto, Canada; and Faculty of Medicine, University of Toronto, Toronto, Canada
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Löfroth M, Petersson JE, Uusijärvi J, Hårdemark Cedborg AI, Sundman E. Outcomes of prolonged intensive care and rehabilitation at a specialized multidisciplinary center in Sweden. Acta Anaesthesiol Scand 2022; 66:232-239. [PMID: 34778943 DOI: 10.1111/aas.13998] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 10/12/2021] [Accepted: 10/29/2021] [Indexed: 12/22/2022]
Abstract
BACKGROUND Specialized clinics may improve the outcome for patients with prolonged intensive care stays. Admission may depend on diagnosis, need of respiratory support and more. We report the results from a Swedish specialized center with a multidisciplinary team approach to continued intensive care and simultaneous rehabilitation regardless of patients' primary diagnosis or ventilator need. METHODS All patients admitted and discharged from 2015 to 2018 were included. Demographics, diagnoses, ventilatory support requirement, discharge destination and survival were retrieved from the center´s quality registry. RESULTS A total of 181 patients, mean age 61 ± 16 years, 64% men, were analyzed. A neurological diagnosis was the cause for hospitalization in 46% of patients. Of the 55 patients admitted to the center for weaning from mechanical ventilation, 89% were successfully weaned within a median of 25 (interquartile range (IQR) 16-45) days. Decannulation was intended in 117 patients of which 90% were successful within a median of 25 (IQR 13-43) days. Readmission to intensive care was 4%. Most patients were discharged to their home or to rehabilitation clinics with a lower level of care. In-clinic mortality was 3%. Survival beyond 1 and 2 years after discharge was 79% and 70%, respectively. CONCLUSION Patients with prolonged intensive care and complex medical needs treated at a specialized center in Sweden had weaning and decannulation rates comparable to or better than previously reported. Mortality was low, and most patients were discharged home or for further rehabilitation. This was achieved with a multidisciplinary team approach to continued intensive care and simultaneous rehabilitation.
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Affiliation(s)
- Mathias Löfroth
- The Remeo Clinic, Remeo Stockholm Sweden
- The Department of Medicine Solna Karolinska Institutet Stockholm Sweden
| | - Jenny E. Petersson
- The Remeo Clinic, Remeo Stockholm Sweden
- The Department of Medicine Solna Karolinska Institutet Stockholm Sweden
| | | | | | - Eva Sundman
- The Remeo Clinic, Remeo Stockholm Sweden
- The Department of Medicine Solna Karolinska Institutet Stockholm Sweden
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9
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Mathematical modeling of ventilator-induced lung inflammation. J Theor Biol 2021; 526:110738. [PMID: 33930440 DOI: 10.1016/j.jtbi.2021.110738] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 04/20/2021] [Accepted: 04/22/2021] [Indexed: 12/13/2022]
Abstract
Despite the benefits of mechanical ventilators, prolonged or misuse of ventilators may lead to ventilation-associated/ventilation-induced lung injury (VILI). Lung insults, such as respiratory infections and lung injuries, can damage the pulmonary epithelium, with the most severe cases needing mechanical ventilation for effective breathing and survival. Damaged epithelial cells within the alveoli trigger a local immune response. A key immune cell is the macrophage, which can differentiate into a spectrum of phenotypes ranging from pro- to anti-inflammatory. To gain a greater understanding of the mechanisms of the immune response to VILI and post-ventilation outcomes, we developed a mathematical model of interactions between the immune system and site of damage while accounting for macrophage phenotype. Through Latin hypercube sampling we generated a collection of parameter sets that are associated with a numerical steady state. We then simulated ventilation-induced damage using these steady state values as the initial conditions in order to evaluate how baseline immune state and lung health affect outcomes. We used a variety of methods to analyze the resulting parameter sets, transients, and outcomes, including a random forest decision tree algorithm and parameter sensitivity with eFAST. Analysis shows that parameters and properties of transients related to epithelial repair and M1 activation are important factors. Using the results of this analysis, we hypothesized interventions and used these treatment strategies to modulate the response to ventilation for particular parameters sets.
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