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Yu X, Jiao Z, Yang F, Xin Q. Construction and Validation of an Early Warning Model for Predicting the 28-Day Mortality in Sepsis Patients with Chronic Obstructive Pulmonary Disease. Int J Chron Obstruct Pulmon Dis 2025; 20:1373-1385. [PMID: 40352361 PMCID: PMC12065467 DOI: 10.2147/copd.s521816] [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: 02/10/2025] [Accepted: 04/25/2025] [Indexed: 05/14/2025] Open
Abstract
Background In the intensive care unit (ICU), approximately 45.6% of patients diagnosed with chronic obstructive pulmonary disease (COPD) also presented with sepsis, and this cohort exhibited a significantly higher 28-day mortality rate compared to sepsis patients without COPD (23.6% versus 16.4%). A novel nomogram is necessary to predict the risk of mortality within 28 days for sepsis patients with COPD. Methods Clinical data from 501 sepsis patients with COPD were sourced from the MIMIC-IV database. These data were randomly allocated into a training cohort and a validation cohort in a 3:1 ratio. Independent predictors of 28-day mortality were identified through both univariate and multivariate logistic regression analyses. Subsequently, a nomogram model was developed, and its performance was assessed using receiver operating characteristic (ROC) curve analysis, calibration plots, and decision curve analysis. Results The 28-day mortality rates in the training and validation cohorts were 32.7% and 27.2%, respectively. Multivariate regression analysis identified age, heart rate (HR), respiratory rate (RR), blood urea nitrogen (BUN), creatinine (Cr), lactate levels, pH, and urine output as independent risk factors for 28-day mortality in sepsis patients with COPD. Furthermore, the nomogram demonstrated superior predictive performance, with an area under the curve (AUC) of 0.784 for the training group and 0.689 for the validation group. Conclusion This nomogram integrates laboratory indicators pertinent to the patient's metabolic status, hypoxia status, and organ function, thereby enhancing the accuracy of early prediction of 28-day mortality in sepsis patients with COPD. Additionally, the model's comparative advantage over existing scoring systems (eg, SOFA) would enhance its impact. Our findings hold substantial implications for early prognostic assessment and clinical decision-making in this patient population. Therefore, earlier diagnosis within 24 hours of admission and proper identification of high-risk patients may reduce disease-related mortality by promoting timely treatment.
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Affiliation(s)
- Xiaoyuan Yu
- Department of Hematology, The Affiliated Hospital of Northwest University, Xi’an No. 3 hospital, Xi’an, Shaanxi, People’s Republic of China
| | - Zihan Jiao
- Shanxi Medical University, Taiyuan, People’s Republic of China
| | - Fan Yang
- Department of Nephrology, Yuequn Yuan District, The First Hospital of Jilin University, Changchun, Jilin, People’s Republic of China
| | - Qi Xin
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, People’s Republic of China
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Liu Y, Dai H, Li Y, Yang T, Zhang D, Hu C, Liu S, Feng Z, Zhang C, Yang X. XueBiJing injection reduced mortality in sepsis patients with diabetes. Front Pharmacol 2025; 16:1413597. [PMID: 40083378 PMCID: PMC11905295 DOI: 10.3389/fphar.2025.1413597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Accepted: 02/12/2025] [Indexed: 03/16/2025] Open
Abstract
Introduction Sepsis patients with diabetes are at a high clinical risk. It is well reported that XueBiJing injection has good clinical benefit in sepsis individuals. However, there is no relevant report about the efficacy and safety of XBJ in sepsis patients with comorbid diabetes. Methods Data of two large randomized controlled clinical trials (XBJ-SAP (ChiCTR-TRC-13003534) and EXIT-SEP (NCT0323874)) were combined, and post hoc analyses were performed. Sepsis patients with diabetes were further divided into the XBJ-treated group and placebo group based on inclusion and exclusion criteria. The primary (28-day mortality) and secondary outcomes (mortality in the ICU and in the post-randomization hospital, acute physiology, and chronic health evaluation II (APACHE II) score and sequential organ failure assessment (SOFA) score) were compared between the XBJ treatment and placebo groups in sepsis patients with the diabetes status at baseline. Moreover, the occurrence of adverse events (AEs) was also assessed. Results At the study baseline, a total of 378 sepsis patients (227 men [60.0%] and 151 women [40.0%]; mean [SD] age, 60.3 [11.1] years) were considered to have diabetes, of which 177 received XBJ and 201 received placebo administration. Among these sepsis patients with diabetes, the mortality at 28 days was significantly lower in the XBJ group than in the placebo group (29 of 173 patients [16.8%] vs. 56 of 198 patients [28.3%], P = 0.01), and the absolute risk difference was 11.5% (95% CI, 3.1%-19.9%). Furthermore, there was no difference in the overall incidence of adverse events (AEs) when XBJ was used (24.4% [42 of 172 patients] vs. 27.7% [54 of 195 patients]. Discussion The present study underscores the pivotal role of XBJ in modulating the immune response among sepsis patients suffering from diabetes mellitus, exploring the positive effects of XBJ on sepsis patients with diabetes mellitus. The efficacy and safety of XBJ compared with those of the placebo were consistent with the overall trial findings, demonstrating that XBJ is efficacious in sepsis patients with diabetes and suggesting that there is no need for special safety precautions. Trial Registration Identifier ChiCTR-TRC-13003534 and NCT0323874.
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Affiliation(s)
- Yan Liu
- Beijing University of Chinese Medicine, Beijing, China
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Hengheng Dai
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Yixuan Li
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Tianyi Yang
- Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Dandan Zhang
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
- Institute for Brain Disorders, Beijing University of Chinese Medicine, Beijing, China
| | - Chaoyue Hu
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Si Liu
- Tianjin Chase Sun Pharmaceutical Co., LTD, Tianjin, China
| | - Zhiqiao Feng
- Tianjin Chase Sun Pharmaceutical Co., LTD, Tianjin, China
| | - Chi Zhang
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
- Institute for Brain Disorders, Beijing University of Chinese Medicine, Beijing, China
| | - Xiaohui Yang
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
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Flaws D, White K, Edwards F, Baker S, Senthuran S, Ramanan M, Attokaran AG, Kumar A, McCullough J, Shekar K, McIlroy P, Tabah A, Luke S, Garrett P, Laupland KB. Major psychiatric comorbidity among the critically ill: a multi-centred cohort study in Queensland. BMC Psychiatry 2025; 25:118. [PMID: 39939912 PMCID: PMC11816750 DOI: 10.1186/s12888-025-06520-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Accepted: 01/21/2025] [Indexed: 02/14/2025] Open
Abstract
BACKGROUND Although comorbid medical diseases are important determinants of outcome among the critically ill, the role of psychiatric comorbidity is not well defined. The objective of this study was to determine the occurrence of psychiatric comorbidity and its effect on the outcome of patients admitted to adult intensive care units (ICU) in Queensland. METHODS Admissions among adults to 12 ICUs in Queensland during 2015-2021 were included and clinical and outcome information was obtained through linkages between the ANZICS Adult Patient Database, the state-wide Queensland Hospital Admitted Patient Data Collection, and death registry. RESULTS A total of 89,123 admissions were included among 74,513 individuals. Overall, 7,178 (8.1%) admissions had psychiatric co-morbidity with 6,270 (7.0%) having one major psychiatric diagnosis and 908 (1%) having two or more. Individual diagnoses of mood, psychotic, anxiety, or affective disorders were present in 1,801 (2.0%), 874 (1.0%), 3,241 (3.6%) and 354 (0.4%) admissions respectively. Significant differences were observed among the main groups (mood, affective, anxiety, psychotic, or multiple disorders) and those without psychiatric comorbidity with respect to main diagnosis, Acute Physiology and Chronic Health Evaluation (APACHE II) score, sex, age, and medical comorbidity. Crude 30-day case-fatality rates were significantly lower (5.1%) compared to the general ICU population (10.1%) (p < 0.001). After controlling for confounding variables in the logistic regression model, patients with psychiatric comorbidity were at lower odds of death. CONCLUSIONS Psychiatric comorbidity is common among ICU presentations and is associated with a lower risk of death. This association is likely to be more complex than being a simple protective factor, and future research needs to further delineate how psychiatric comorbidity informs outcomes of specific ICU presentations.
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Affiliation(s)
- Dylan Flaws
- Department of Mental Health, Metro North Mental Health, Caboolture Hospital, Caboolture, QLD, Australia
- Critical Care Research Group, Adult Intensive Care Service, The Prince Charles Hospital, Brisbane, QLD, Australia
- Queensland University of Technology (QUT), Brisbane, QLD, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
| | - Kyle White
- Queensland University of Technology (QUT), Brisbane, QLD, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
- Intensive Care Unit, Queen Elizabeth II Jubilee Hospital, Coopers Plains (Brisbane), Queensland, Australia
- Intensive Care Unit, Princess Alexandra Hospital, Woolloongabba, QLD, Australia
| | - Felicity Edwards
- Queensland University of Technology (QUT), Brisbane, QLD, Australia
| | - Stuart Baker
- Intensive Care Unit, Redcliffe Hospital, Brisbane, QLD, Australia
| | - Siva Senthuran
- College of Medicine and Dentistry, James Cook University, Townsville, QLD, Australia
- Intensive Care Unit, Townsville Hospital, Townsville, QLD, Australia
| | - Mahesh Ramanan
- Queensland University of Technology (QUT), Brisbane, QLD, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
- Intensive Care Unit, Caboolture Hospital, Caboolture, QLD, Australia
- Critical Care Division, The George Institute for Global Health, University of New South Wales, Sydney, Australia
| | - Antony G Attokaran
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
- Intensive Care Unit, Rockhampton Hospital, The Range (Rockhampton), Queensland, Australia
| | - Aashish Kumar
- Intensive Care Unit, Logan Hospital, Logan, QLD, Australia
| | - James McCullough
- School of Medicine and Dentistry, Griffith University, Mount Gravatt, QLD, Australia
- Intensive Care Unit, Gold Coast University Hospital, Southport, QLD, Australia
| | - Kiran Shekar
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
- Adult Intensive Care Services, the Prince Charles Hospital, Brisbane, QLD, Australia
| | | | - Alexis Tabah
- Queensland University of Technology (QUT), Brisbane, QLD, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
- Intensive Care Unit, Redcliffe Hospital, Brisbane, QLD, Australia
| | - Stephen Luke
- Intensive Care Services, Mackay Base Hospital, Mackay, QLD, Australia
| | - Peter Garrett
- School of Medicine and Dentistry, Griffith University, Mount Gravatt, QLD, Australia
- Intensive Care Unit, Sunshine Coast University Hospital, Birtinya, QLD, Australia
| | - Kevin B Laupland
- Queensland University of Technology (QUT), Brisbane, QLD, Australia.
- Department of Intensive Care Services, Royal Brisbane and Women's Hospital, Brisbane, QLD, Australia.
- Intensive Care Services Royal Brisbane and Women's Hospital, Queensland University of Technology, Brisbane, QLD, Australia.
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Colling KP, Kraft AK, Harry ML. Comparing Outcomes and Infection Risk in Medical, Surgical, and Trauma Intensive Care Patients with Alcohol Use Disorder. Surg Infect (Larchmt) 2025. [PMID: 39866118 DOI: 10.1089/sur.2024.044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2025] Open
Abstract
Introduction: Alcohol is the most frequently abused drug in the United States, and alcohol use disorder (AUD) is a common comorbidity in intensive care units (ICUs). Patients and Methods: We performed a retrospective chart review of patients admitted to an ICU between January 2017 and March 2019 at a tertiary hospital serving a large rural population. Patients with diagnoses of AUDs were included. Patients were excluded if they did not require ICU care. Patient demographics, hospital course, infection type, culture results, and mortality were evaluated. We compared medical, surgical, and trauma ICU patient outcomes and infections. Results: In total, 527 patients met inclusion and exclusion criteria. Trauma ICU patients had the least pre-existing comorbidities, and surgical ICU patients had the longest lengths of stay. There was no difference in in-hospital mortality between ICU groups; however, surgical and medical ICU patients had significantly greater rates of in-hospital mortality compared with trauma ICU patients. Infections were common across all ICU types, occurring in 40% of patients. There was no difference in infection rate between ICU types. In multi-variable analysis controlling for age, gender, liver failure, chronic kidney disease, thrombocytopenia, complications, and blood transfusions, infection remained an independent predictor of in-hospital mortality (adjusted odds ratio 3.3, 95% confidence interval 1.7-6.4). Septic shock occurred in 57% of infections and was associated with an increased risk of mortality (38% vs. 2%, p < 0.001). Pneumonia was the most common infection occurring in 28% of the cohort, followed by bacteremia (7%), skin/soft tissue infections (6%), urinary tract infection (5%), intra-abdominal infections (4%), and C. difficile (2%). Conclusions: AUDs in all types of ICU patients are associated with high rates of infections and high morbidity and mortality.
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Affiliation(s)
| | - Alexandra K Kraft
- Department of Surgery, University of Minnesota Medical Center, Duluth, Minnesota, USA
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Niveditha M, Kasana R, Barua AR, Barthakur M, Undela K. Assessment of disease pattern and drug utilization among neurology intensive care unit patients in a developing country: an observational analysis. Hosp Pract (1995) 2024; 52:77-83. [PMID: 38781014 DOI: 10.1080/21548331.2024.2358747] [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] [Received: 01/07/2024] [Accepted: 05/20/2024] [Indexed: 05/25/2024]
Abstract
OBJECTIVE This study aimed to assess the disease pattern and drug utilization among admitted patients in a tertiary-care hospital's neurology intensive care unit (neuro ICU). METHODS A prospective observational cohort study was conducted between August 2022 and January 2023. Patients of any age and gender admitted to the neuro ICU were included, but those who declined to participate were excluded. Demographics, clinical, and medication details were consistently gathered and maintained until discharge. The World Health Organization (WHO)/International Network of Rational Use of Drugs (INRUD) prescribing indicators and the Anatomical Therapeutic Chemical (ATC) classification/Defined Daily Dose (DDD) system were used to evaluate drug use. RESULTS A total of 516 patients were included, predominantly male (65.1%), with an average age of 54.62 ± 15.02 years. The most common diagnosis was stroke [72.3%, comprised of hemorrhagic (46.7%) and ischemic (25.6%)], followed by seizure disorders (6.6%), and central nervous system infections (5.4%). Patients received an average of 7.8 medications, 32.3% prescribed by generic name, 16.0% antibiotics, 74.1% injections, and 100% essential drugs. A (28.5%), C (19.2%), N (17.3%), J (19.2%), B (13.5%), and R (2.3%) were commonly prescribed ATC classes of medications. Number of DDDs was maximum for pantoprazole and furosemide. Based on discharged status, 41.0% were discharged on request, 24.8% against medical advice, 23.8% routine, and 10.2% mortality during hospitalization. CONCLUSION Our study reveals a high prevalence of hemorrhagic stroke, especially among men, diverging from global ischemic stroke trends. Irregular hypertension treatment is the primary cause, exacerbated by low healthcare knowledge in rural areas, where patients often discharge on request, probably due to poor socio-economic conditions. Urgent public awareness campaigns and further research are needed to address this elevated hemorrhagic stroke incidence.
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Affiliation(s)
- Mamidi Niveditha
- Department of Pharmacy Practice, National Institute of Pharmaceutical Education and Research (NIPER) Guwahati, Kamrup, Assam, India
| | - Ruby Kasana
- Department of Pharmacy Practice, National Institute of Pharmaceutical Education and Research (NIPER) Guwahati, Kamrup, Assam, India
| | - Amit Ranjan Barua
- Department of Neurology and Critical Care, Guwahati Neurological Research Centre (GNRC) Institute of Medical Science, North Guwahati, Assam, India
| | - Mausumi Barthakur
- Department of Neurophysiology, Guwahati Neurological Research Centre (GNRC) Institute of Medical Science, North Guwahati, Assam, India
| | - Krishna Undela
- Department of Pharmacy Practice, National Institute of Pharmaceutical Education and Research (NIPER) Guwahati, Kamrup, Assam, India
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Kang C, Choi S, Jang EJ, Joo S, Jeong JH, Oh SY, Ryu HG, Lee H. Prevalence and outcomes of chronic comorbid conditions in patients with sepsis in Korea: a nationwide cohort study from 2011 to 2016. BMC Infect Dis 2024; 24:184. [PMID: 38347513 PMCID: PMC10860243 DOI: 10.1186/s12879-024-09081-x] [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] [Received: 08/17/2023] [Accepted: 02/01/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND Chronic comorbid conditions are common in patients with sepsis and may affect the outcomes. This study aimed to evaluate the prevalence and outcomes of common comorbidities in patients with sepsis. METHODS We conducted a nationwide retrospective cohort study. Using data from the National Health Insurance Service of Korea. Adult patients (age ≥ 18 years) who were hospitalized in tertiary or general hospitals with a diagnosis of sepsis between 2011 and 2016 were analyzed. After screening of all International Classification of Diseases 10th revision codes for comorbidities, we identified hypertension, diabetes mellitus (DM), liver cirrhosis (LC), chronic kidney disease (CKD), and malignancy as prevalent comorbidities. RESULTS Overall, 373,539 patients diagnosed with sepsis were hospitalized in Korea between 2011 and 2016. Among them, 46.7% had hypertension, 23.6% had DM, 7.4% had LC, 13.7% had CKD, and 30.7% had malignancy. In-hospital mortality rates for patients with hypertension, DM, LC, CKD, and malignancy were 25.5%, 25.2%, 34.5%, 28.0%, and 33.3%, respectively, showing a decreasing trend over time (P < 0.001). After adjusting for baseline characteristics, male sex, older age, use of mechanical ventilation, and continuous renal replacement therapy, LC, CKD, and malignancy were significantly associated with in-hospital mortality. CONCLUSIONS Hypertension is the most prevalent comorbidity in patients with sepsis, and it is associated with an increased survival rate. Additionally, liver cirrhosis, chronic kidney disease, and malignancy result in higher mortality rates than hypertension and DM, and are significant risk factors for in-hospital mortality in patients with sepsis.
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Affiliation(s)
- Christine Kang
- Departments of Critical Care Medicine, Seoul National University Hospital, Seoul, South Korea
| | | | - Eun Jin Jang
- Department of Information Statistics, Andong National University, Andong, South Korea
| | - Somin Joo
- Departments of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Jae Hoon Jeong
- Departments of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Seung-Young Oh
- Departments of Critical Care Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Ho Geol Ryu
- Departments of Critical Care Medicine, Seoul National University Hospital, Seoul, South Korea
- Departments of Anesthesiology and Pain Medicine, Seoul National University, College of Medicine, Seoul, South Korea
| | - Hannah Lee
- Departments of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul, South Korea.
- Departments of Anesthesiology and Pain Medicine, Seoul National University, College of Medicine, Seoul, South Korea.
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Chen Y, Lu L, Li X, Liu B, Zhang Y, Zheng Y, Zeng Y, Wang K, Pan Y, Liang X, Wu Z, Fu Y, Huang Y, Li Y. Association between chronic obstructive pulmonary disease and 28-day mortality in patients with sepsis: a retrospective study based on the MIMIC-III database. BMC Pulm Med 2023; 23:435. [PMID: 37946194 PMCID: PMC10633936 DOI: 10.1186/s12890-023-02729-5] [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: 06/09/2023] [Accepted: 10/22/2023] [Indexed: 11/12/2023] Open
Abstract
BACKGROUND Sepsis is a common cause of mortality in critically ill patients, and chronic obstructive pulmonary disease (COPD) is one of the most common comorbidities in septic patients. However, the impact of COPD on patients with sepsis remained unclear. Therefore, the purpose of this study aimed to assess the effect of COPD on the prognosis of septic patients based on Medical Information Mart for Intensive Care (MIMIC-III) database. METHODS In this retrospective study based on the (MIMIC)-III database version 1.4 (v1.4), we collected clinical data and 28-day all-cause mortality from patients with sepsis in intensive care unit (ICU) and these patients met the diagnostic criteria of Sepsis 3 on ICU admission between 2008 and 2012. International Classification of Diseases (ICD-9) (4660, 490, 4910, 4911, 49120, 49121, 4918, 4919, 4920, 4928, 494, 4940, 4941, 496) was used to identified COPD. We applied Kaplan-Meier analysis to compare difference of 28-day all-cause mortality between septic patients with and without COPD. Cox proportional-hazards model was applied to explore the risk factor associated with 28-day all-cause mortality in patients with sepsis. RESULTS Six thousand two hundred fifty seven patients with sepsis were included in this study, including 955 (15.3%) patients with COPD and 5302 patients without COPD (84.7%). Compared with patients without COPD, patients with COPD were older (median: 73.5 [64.4, 82.0] vs 65.8 [52.9, 79.1], P < 0.001), had higher simplified acute physiology score II (SAPSII) (median: 40.0 [33.0, 49.0] vs 38.0 [29.0,47.0], P < 0.001) and greater proportion of mechanical ventilatory support (MV) (55.0% vs 48.9%, P = 0.001). In our study, septic patients with COPD had higher 28-day all-cause mortality (23.6% vs 16.4%, P < 0.001) than patients without COPD. After adjusting for covariates, the results showed that COPD was an independent risk factor for the 28-day all-cause mortality of patients with sepsis (HR 1.30, 95%CI: 1.12-1.50, P = 0.001). CONCLUSIONS COPD was an independent risk factor of 28-day all-cause mortality in septic patients. Clinically, septic patients with COPD should be given additional care.
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Affiliation(s)
- Yubiao Chen
- Department of Critical Care Medicine, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
- Guangzhou Institute of Respiratory Health, Guangzhou, 510120, China
- State Key Laboratory of Respiratory Diseases, Guangzhou, 510120, China
| | - Lifei Lu
- Guangzhou Institute of Respiratory Health, Guangzhou, 510120, China
- State Key Laboratory of Respiratory Diseases, Guangzhou, 510120, China
- National Center for Respiratory Medicine, National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
| | - Xicong Li
- Department of Cardiology, Kunming Medical University, the 920th Hospital, Kunming, 650032, Yunnan, China
| | - Baiyun Liu
- Department of Critical Care Medicine, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
- Guangzhou Institute of Respiratory Health, Guangzhou, 510120, China
- State Key Laboratory of Respiratory Diseases, Guangzhou, 510120, China
| | - Yu Zhang
- Department of Critical Care Medicine, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
- Guangzhou Institute of Respiratory Health, Guangzhou, 510120, China
- State Key Laboratory of Respiratory Diseases, Guangzhou, 510120, China
| | - Yongxin Zheng
- Department of Critical Care Medicine, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
- Guangzhou Institute of Respiratory Health, Guangzhou, 510120, China
- State Key Laboratory of Respiratory Diseases, Guangzhou, 510120, China
| | - Yuan Zeng
- Department of Critical Care Medicine, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
- Guangzhou Institute of Respiratory Health, Guangzhou, 510120, China
- State Key Laboratory of Respiratory Diseases, Guangzhou, 510120, China
| | - Ke Wang
- Department of Critical Care Medicine, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
- Guangzhou Institute of Respiratory Health, Guangzhou, 510120, China
- State Key Laboratory of Respiratory Diseases, Guangzhou, 510120, China
| | - Yaru Pan
- Department of Critical Care Medicine, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
- Guangzhou Institute of Respiratory Health, Guangzhou, 510120, China
- State Key Laboratory of Respiratory Diseases, Guangzhou, 510120, China
| | - Xiangning Liang
- Department of Critical Care Medicine, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
- Guangzhou Institute of Respiratory Health, Guangzhou, 510120, China
- State Key Laboratory of Respiratory Diseases, Guangzhou, 510120, China
| | - Zhongji Wu
- Guangzhou Institute of Respiratory Health, Guangzhou, 510120, China
| | - Yutian Fu
- Hubei University of Medicine, Shiyan, Hubei, 442000, China
| | - Yongbo Huang
- Department of Critical Care Medicine, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China.
- Guangzhou Institute of Respiratory Health, Guangzhou, 510120, China.
- State Key Laboratory of Respiratory Diseases, Guangzhou, 510120, China.
| | - Yimin Li
- Department of Critical Care Medicine, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China.
- Guangzhou Institute of Respiratory Health, Guangzhou, 510120, China.
- State Key Laboratory of Respiratory Diseases, Guangzhou, 510120, China.
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Tavares GS, Oliveira CC, Mendes LPS, Velloso M. Muscle strength and mobility of individuals with COVID-19 compared with non-COVID-19 in intensive care. Heart Lung 2023; 62:233-239. [PMID: 37603954 DOI: 10.1016/j.hrtlng.2023.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 08/03/2023] [Accepted: 08/07/2023] [Indexed: 08/23/2023]
Abstract
BACKGROUND Critical illness may affect muscle strength and mobility. OBJECTIVES To compare muscle strength, mobility, and in intensive care unit (ICU)-acquired weakness (ICUAW) prevalence among individuals with COVID-19 and other critical illnesses; to identify factors associated with muscle strength, mobility, and length of stay in COVID-19; and to determine the Perme Intensive Care Unit Mobility Score (PICUMS) cut-off point for ICUAW. METHODS We included individuals aged ≥18 in ICU who require mechanical ventilation. We excluded those diagnosed with neuromusculoskeletal diseases or who did not understand the study procedures. The Medical Research Council - sum score (MRC-SS) and the PICUMS were applied before ICU and hospital discharge. Analysis of covariance, Quade´s test, and Fisher's exact test compared groups. Partial correlations were analized between the MRC-SS and PICUMS with clinical variables. Regression models identified the predictors of hospital length of stay. The ROC curve verified the PICUMS related to ICUAW. Significance was set as P<.05. RESULTS 25 individuals were included in the COVID-19 group and 23 in the non-COVID-19 group. No between-groups difference was observed in MRC-SS and PICUMS at discharge from ICU or hospital. The MRC-SS and PICUMS at ICU discharge predicted the length of hospital stay in the COVID-19 group. The PICUMS cut-off related to ICUAW was 18. CONCLUSIONS Muscle strength, mobility, and ICUAW are similar between COVID-19 and non-COVID-19. However, muscle strength and mobility at ICU discharge are associated with the length of stay during COVID-19. A PICUMS<18 at ICU discharge may indicate impaired physical functioning due to ICUAW.
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Affiliation(s)
- Graziele S Tavares
- Postgraduate Research Program in Rehabilitation Sciences, School of Physical Education, Physical Therapy, and Occupational Therapy, Federal University of Minas Gerais, Belo Horizonte, Brazil; Department of Physical Therapy, Hospital Metropolitano Dr. Célio de Castro, Belo Horizonte, Brazil
| | - Cristino C Oliveira
- Postgraduate Research Program in Rehabilitation Sciences, School of Physical Education, Physical Therapy, and Occupational Therapy, Federal University of Minas Gerais, Belo Horizonte, Brazil; Postgraduate Research Program in Rehabilitation Sciences and Physical Function Performance, Faculty of Physical Therapy, Federal University of Juiz de Fora, Governador Valadares, Brazil
| | - Liliane P S Mendes
- Postgraduate Research Program in Rehabilitation Sciences, School of Physical Education, Physical Therapy, and Occupational Therapy, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Marcelo Velloso
- Postgraduate Research Program in Rehabilitation Sciences, School of Physical Education, Physical Therapy, and Occupational Therapy, Federal University of Minas Gerais, Belo Horizonte, Brazil.
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Miao H, Cui Z, Guo Z, Chen Q, Su W, Sun Y, Sun M, Ma X, Ding R. IDENTIFICATION OF SUBPHENOTYPES OF SEPSIS-ASSOCIATED LIVER DYSFUNCTION USING CLUSTER ANALYSIS. Shock 2023; 59:368-374. [PMID: 36562264 DOI: 10.1097/shk.0000000000002068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
ABSTRACT Objectives: We attempted to identify and validate the subphenotypes of sepsis-associated liver dysfunction (SALD) using routine clinical information. Design: This article is a retrospective observational cohort study. Setting: We used the Medical Information Mart for Intensive Care IV database and the eICU Collaborative Research Database. Patients: We included adult patients (age ≥18 years) who developed SALD within the first 48 hours of intensive care unit (ICU) admission. We excluded patients who died or were discharged from the ICU within the first 48 hours of admission. Patients with abnormal liver function before ICU admission were also excluded. Measurements and Main Results: Patients in the MIMIC-IV 1.0 database served as a derivation cohort. Patients in the eICU database were used as validation cohort. We identified four subphenotypes of SALD (subphenotype α, β, γ, δ) using K-means cluster analysis in 5234 patients in derivation cohort. The baseline characteristics and clinical outcomes were compared between the phenotypes using one-way analysis of variance/Kruskal-Wallis test and the χ 2 test. Moreover, we used line charts to illustrate the trend of liver function parameters over 14 days after ICU admission. Subphenotype α (n = 1,055) was the most severe cluster, characterized by shock with multiple organ dysfunction (MODS) group. Subphenotype β (n = 1,179) had the highest median bilirubin level and the highest proportion of patients with underlying liver disease and coexisting coagulopathy (increased bilirubin group). Subphenotype γ (n = 1,661) was the cluster with the highest mean age and had the highest proportion of patients with chronic kidney disease (aged group). Subphenotype δ (n = 1,683) had the lowest 28-day and in-hospital mortality (mild group). The characteristics of clusters in the validation cohort were similar to those in the derivation cohort. In addition, we were surprised to find that GGT levels in subphenotype δ were significantly higher than in other subphenotypes, showing a different pattern from bilirubin. Conclusions: We identified four subphenotypes of SALD that presented with different clinical features and outcomes. These results can provide a valuable reference for understanding the clinical characteristics and associated outcomes to improve the management of patients with SALD in the ICU.
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Affiliation(s)
- He Miao
- Department of Intensive Care Unit, The First Hospital of China Medical University, Shenyang, Liaoning Province, China
| | - Zhigang Cui
- School of Nursing, China Medical University, Shenyang, Liaoning Province, China
| | - Zhaotian Guo
- Department of Intensive Care Unit, The First Hospital of China Medical University, Shenyang, Liaoning Province, China
| | - Qianhui Chen
- Department of Intensive Care Unit, The First Hospital of China Medical University, Shenyang, Liaoning Province, China
| | - Wantin Su
- Department of Intensive Care Unit, The First Hospital of China Medical University, Shenyang, Liaoning Province, China
| | - Yongqiang Sun
- Neusoft Corporation, Shenyang, Liaoning Province, China
| | - Mu Sun
- Neusoft Corporation, Shenyang, Liaoning Province, China
| | - Xiaochun Ma
- Department of Intensive Care Unit, The First Hospital of China Medical University, Shenyang, Liaoning Province, China
| | - Renyu Ding
- Department of Intensive Care Unit, The First Hospital of China Medical University, Shenyang, Liaoning Province, China
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10
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Molla MT, Endeshaw AS, Kumie FT, Lakew TJ. The magnitude of pediatric mortality and determinant factors in intensive care units in a low-resource country, Ethiopia: a systematic review and meta-analysis. Front Med (Lausanne) 2023; 10:1117497. [PMID: 37138739 PMCID: PMC10149984 DOI: 10.3389/fmed.2023.1117497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 03/15/2023] [Indexed: 05/05/2023] Open
Abstract
Background Pediatric mortality after being admitted to a pediatric intensive care unit in Ethiopia is high when compared to high-income countries. There are limited studies regarding pediatric mortality in Ethiopia. This systematic review and meta-analysis aimed to assess the magnitude and predictors of pediatric mortality after being admitted to an intensive care unit in Ethiopia. Methods This review was conducted in Ethiopia after retrieving peer-reviewed articles and evaluating their quality using AMSTAR 2 criteria. An electronic database was used as a source of information, including PubMed, Google Scholar, and Africa Journal of Online Databases, using AND/OR Boolean operators. Random effects of the meta-analysis were used to show the pooled mortality of pediatric patients and its predictors. A funnel plot was used to assess the publication bias, and heterogeneity was also checked. The final result were expressed as an overall pooled percentage and odds ratio with a 95% confidence interval (CI) of < 0.05%. Results In our review, eight studies were used for the final analysis with a total population of 2,345. The overall pooled mortality of pediatric patients after being admitted to the pediatric intensive care unit was 28.5% (95% CI: 19.06, 37.98). The pooled mortality determinant factors were included the use of a mechanical ventilator with an odds ratio (OR) of 2.64 (95% CI: 1.99, 3.30); the level of Glasgow Coma Scale <8 with an OR of 2.29 (95% CI: 1.38, 3.19); the presence of comorbidity with an OR of 2.18 (95% CI: 1.41, 2.95); and the use of inotropes with an OR of 2.36 (95% CI: 1.65, 3.06). Conclusion In our review, the overall pooled mortality of pediatric patients after being admitted to the intensive care unit was high. Particular caution should be taken in patients on the use of mechanical ventilators, the level of Glasgow Coma Scale of <8, the presence of comorbidity, and the use of inotropes. Systematic review registration https://www.researchregistry.com/browse-the-registry#registryofsystematicreviewsmeta-analyses/, identifier: 1460.
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Affiliation(s)
- Misganew Terefe Molla
- Department of Anesthesia, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
- *Correspondence: Misganew Terefe Molla
| | - Amanuel Sisay Endeshaw
- Department of Anesthesia, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| | - Fantahun Tarekegn Kumie
- Department of Anesthesia, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| | - Tigist Jegnaw Lakew
- Department of Statistics, College of Natural and Computational Science, University of Gondar, Gondar, Ethiopia
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11
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Gröger M, Hogg M, Abdelsalam E, Kress S, Hoffmann A, Stahl B, Calzia E, Wachter U, Vogt JA, Wang R, Merz T, Radermacher P, McCook O. Effects of Sodium Thiosulfate During Resuscitation From Trauma-and-Hemorrhage in Cystathionine-γ-Lyase Knockout Mice With Diabetes Type 1. Front Med (Lausanne) 2022; 9:878823. [PMID: 35572988 PMCID: PMC9106371 DOI: 10.3389/fmed.2022.878823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 04/06/2022] [Indexed: 11/13/2022] Open
Abstract
Background Sodium thiosulfate (STS) is a recognized drug with antioxidant and H2S releasing properties. We recently showed that STS attenuated organ dysfunction and injury during resuscitation from trauma-and-hemorrhage in CSE-ko mice, confirming its previously described organ-protective and anti-inflammatory properties. The role of H2S in diabetes mellitus type 1 (DMT1) is controversial: genetic DMT1 impairs H2S biosynthesis, which has been referred to contribute to endothelial dysfunction and cardiomyopathy. In contrast, development and severity of hyperglycemia in streptozotocin(STZ)-induced DMT1 was attenuated in CSE-ko mice. Therefore, we tested the hypothesis whether STS would also exert organ-protective effects in CSE-ko mice with STZ-induced DMT1, similar to our findings in animals without underlying co-morbidity. Methods Under short-term anesthesia with sevoflurane and analgesia with buprenorphine CSE-ko mice underwent DMT1-induction by single STZ injection (100 μg⋅g-1). Seven days later, animals underwent blast wave-induced blunt chest trauma and surgical instrumentation followed by 1 h of hemorrhagic shock (MAP 35 ± 5 mmHg). Resuscitation comprised re-transfusion of shed blood, lung-protective mechanical ventilation, fluid resuscitation and continuous i.v. norepinephrine together with either i.v. STS (0.45 mg⋅g-1) or vehicle (n = 9 in each group). Lung mechanics, hemodynamics, gas exchange, acid-base status, stable isotope-based metabolism, and visceral organ function were assessed. Blood and organs were collected for analysis of cytokines, chemokines, and immunoblotting. Results Diabetes mellitus type 1 was associated with more severe circulatory shock when compared to our previous study using the same experimental design in CSE-ko mice without co-morbidity. STS did not exert any beneficial therapeutic effect. Most of the parameters measured of the inflammatory response nor the tissue expression of marker proteins of the stress response were affected either. Conclusion In contrast to our previous findings in CSE-ko mice without underlying co-morbidity, STS did not exert any beneficial therapeutic effect in mice with STZ-induced DMT1, possibly due to DMT1-related more severe circulatory shock. This result highlights the translational importance of both integrating standard ICU procedures and investigating underlying co-morbidity in animal models of shock research.
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Affiliation(s)
- Michael Gröger
- Institut für Anästhesiologische Pathophysiologie und Verfahrensentwicklung, Universitätsklinikum Ulm, Ulm, Germany
| | - Melanie Hogg
- Institut für Anästhesiologische Pathophysiologie und Verfahrensentwicklung, Universitätsklinikum Ulm, Ulm, Germany
| | - Essam Abdelsalam
- Institut für Anästhesiologische Pathophysiologie und Verfahrensentwicklung, Universitätsklinikum Ulm, Ulm, Germany
| | - Sandra Kress
- Institut für Anästhesiologische Pathophysiologie und Verfahrensentwicklung, Universitätsklinikum Ulm, Ulm, Germany
| | - Andrea Hoffmann
- Institut für Anästhesiologische Pathophysiologie und Verfahrensentwicklung, Universitätsklinikum Ulm, Ulm, Germany
| | - Bettina Stahl
- Institut für Anästhesiologische Pathophysiologie und Verfahrensentwicklung, Universitätsklinikum Ulm, Ulm, Germany
| | - Enrico Calzia
- Institut für Anästhesiologische Pathophysiologie und Verfahrensentwicklung, Universitätsklinikum Ulm, Ulm, Germany
| | - Ulrich Wachter
- Institut für Anästhesiologische Pathophysiologie und Verfahrensentwicklung, Universitätsklinikum Ulm, Ulm, Germany
| | - Josef A. Vogt
- Institut für Anästhesiologische Pathophysiologie und Verfahrensentwicklung, Universitätsklinikum Ulm, Ulm, Germany
| | - Rui Wang
- Faculty of Science, York University, Toronto, ON, Canada
| | - Tamara Merz
- Institut für Anästhesiologische Pathophysiologie und Verfahrensentwicklung, Universitätsklinikum Ulm, Ulm, Germany
- Klinik für Anästhesiologie und Intensivmedizin, Universitätsklinikum Ulm, Ulm, Germany
| | - Peter Radermacher
- Institut für Anästhesiologische Pathophysiologie und Verfahrensentwicklung, Universitätsklinikum Ulm, Ulm, Germany
| | - Oscar McCook
- Institut für Anästhesiologische Pathophysiologie und Verfahrensentwicklung, Universitätsklinikum Ulm, Ulm, Germany
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12
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Marfil-Sánchez A, Zhang L, Alonso-Pernas P, Mirhakkak M, Mueller M, Seelbinder B, Ni Y, Santhanam R, Busch A, Beemelmanns C, Ermolaeva M, Bauer M, Panagiotou G. An integrative understanding of the large metabolic shifts induced by antibiotics in critical illness. Gut Microbes 2022; 13:1993598. [PMID: 34793277 PMCID: PMC8604395 DOI: 10.1080/19490976.2021.1993598] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Antibiotics are commonly used in the Intensive Care Unit (ICU); however, several studies showed that the impact of antibiotics to prevent infection, multi-organ failure, and death in the ICU is less clear than their benefit on course of infection in the absence of organ dysfunction. We characterized here the compositional and metabolic changes of the gut microbiome induced by critical illness and antibiotics in a cohort of 75 individuals in conjunction with 2,180 gut microbiome samples representing 16 different diseases. We revealed an "infection-vulnerable" gut microbiome environment present only in critically ill treated with antibiotics (ICU+). Feeding of Caenorhabditis elegans with Bifidobacterium animalis and Lactobacillus crispatus, species that expanded in ICU+ patients, revealed a significant negative impact of these microbes on host viability and developmental homeostasis. These results suggest that antibiotic administration can dramatically impact essential functional activities in the gut related to immune responses more than critical illness itself, which might explain in part untoward effects of antibiotics in the critically ill.
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Affiliation(s)
- Andrea Marfil-Sánchez
- Systems Biology and Bioinformatics Unit, Leibniz Institute for Natural Product Research and Infection Biology – Hans Knöll Institute, Jena, Germany
| | - Lu Zhang
- Systems Biology and Bioinformatics Unit, Leibniz Institute for Natural Product Research and Infection Biology – Hans Knöll Institute, Jena, Germany
| | | | - Mohammad Mirhakkak
- Systems Biology and Bioinformatics Unit, Leibniz Institute for Natural Product Research and Infection Biology – Hans Knöll Institute, Jena, Germany
| | - Melinda Mueller
- Leibniz Institute on Aging – Fritz Lipmann Institute, Jena, Germany
| | - Bastian Seelbinder
- Systems Biology and Bioinformatics Unit, Leibniz Institute for Natural Product Research and Infection Biology – Hans Knöll Institute, Jena, Germany
| | - Yueqiong Ni
- Systems Biology and Bioinformatics Unit, Leibniz Institute for Natural Product Research and Infection Biology – Hans Knöll Institute, Jena, Germany
| | - Rakesh Santhanam
- Systems Biology and Bioinformatics Unit, Leibniz Institute for Natural Product Research and Infection Biology – Hans Knöll Institute, Jena, Germany
| | - Anne Busch
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Jena, Germany
| | - Christine Beemelmanns
- Chemical Biology of Microbe-Host Interactions, Leibniz Institute for Natural Product Research and Infection Biology – Hans Knöll Institute, Jena, Germany
| | - Maria Ermolaeva
- Leibniz Institute on Aging – Fritz Lipmann Institute, Jena, Germany,Maria Ermolaeva Stress Tolerance and Homeostasis, Leibniz Institute on Aging - Fritz Lipmann Institute, Beutenbergstraße 11, Jena 07745, Germany
| | - Michael Bauer
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Jena, Germany,Center for Sepsis Control and Care, Jena University Hospital, Jena, Germany,Michael Bauer Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Jena, Germany
| | - Gianni Panagiotou
- Systems Biology and Bioinformatics Unit, Leibniz Institute for Natural Product Research and Infection Biology – Hans Knöll Institute, Jena, Germany,Department of Medicine and State Key Laboratory of Pharmaceutical Biotechnology, University of Hong Kong, Hong Kong, China,Lead Contact,CONTACT Gianni Panagiotou Systems Biology and Bioinformatics Unit, Leibniz Institute for Natural Product Research and Infection Biology – Hans Knöll Institute, Beutenbergstraße 11A, Jena07745, Germany
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13
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Seifu A, Eshetu O, Tafesse D, Hailu S. Admission pattern, treatment outcomes, and associated factors for children admitted to pediatric intensive care unit of Tikur Anbessa specialized hospital, 2021: a retrospective cross-sectional study. BMC Anesthesiol 2022; 22:13. [PMID: 34991462 PMCID: PMC8734244 DOI: 10.1186/s12871-021-01556-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Accepted: 12/27/2021] [Indexed: 01/09/2023] Open
Abstract
Background Assessement of the pattern of admission and treatment outcomes of critically ill pediatrics admitted to pediatric intensive care units (PICU) in developing countries is crucial. In these countries with resource limitations, it may help to identify priorities for resource mobilization that may improve patient service quality. The PICU mortality rate varies globally, depending on the facilities of the intensive care unit, availability of experties, and admission patterns. This study assessed the admission pattern, treatment outcomes, and associated factors for children admitted to the PICU. Methods A retrospective cross-sectional study was implemented on 406 randomly selected pediatrics patients admitted to the PICU of Tikur Anbessa Specialized Hospital from 1-Oct-2018 to 30-Sept-2020. The data were collected with a pretested questionnaire. A normality curve was used to check for data the distribution. Both bivariable and multivariable analyses were used to see association of variables. A variable with a p-value of < 0.2 in the bivariable model was a candidate for multivariate analysis. The strength of association was shown by an adjusted odds ratio (AOR) with a 95% Confidence interval (CI), and a p-value of < 0.05 was considered statistically significant. Frequency, percentage,and tables were used to present the data. Results A total of 361 (89% response rate) patient charts were studied, 197 (54.6%) were male, and 164(45.4%) were female. The most common pattern for admission was a septic shock (27.14%), whereas the least common pattern was Asthma 9(2.50%). The mortality rate at the pediatric intensive care unit was 43.8%. Moreover, mechanical ventilation need (AOR = 11.2, 95%CI (4.3–28.9), P < 0.001), need for inotropic agents (AOR = 10.7, 95%CI (4.1–27.8), P < 0.001), comorbidity (AOR =8.4, 95%CI (3.5–20.5), P < 0.001), length of PICU stay from 2 to 7 days (AOR = 7.3, 95%CI (1.7–30.6), P = 0.007) and severe GCS (< 8) (AOR = 10.5, 95%CI (3.8–29.1), P < 0.001) were independent clinical outcome predictors (mortality). Conclusion The mortality rate at the PICU was 43.8%. Septic shock, and meningitis were the common cause of death and the largest death has happened in less than 7 days of admission.
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Affiliation(s)
- Ashenafi Seifu
- Department of Anesthesiology, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia.
| | - Oliyad Eshetu
- Department of Anesthesiology, College of Health and Medical Sciences, Hawassa University, Hawassa, Ethiopia
| | - Dawit Tafesse
- Department of Anesthesiology, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Seyoum Hailu
- Department of Anesthesiology, College of Health Sciences, Dilla University, Dilla, Ethiopia
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14
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Devendra Prasad KJ, Abhinov T, Himabindu KC, Rajesh K, Krishna Moorthy D. Modified Shock Index as an Indicator for Prognosis Among Sepsis Patients With and Without Comorbidities Presenting to the Emergency Department. Cureus 2021; 13:e20283. [PMID: 34912652 PMCID: PMC8664357 DOI: 10.7759/cureus.20283] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/08/2021] [Indexed: 11/22/2022] Open
Abstract
OBJECTIVES Modified shock index (MSI) is a simple bedside tool used in the emergency department. There are a few studies suggesting MSI as a good prognostic indicator than shock index in sepsis patients. However, there is not enough research emphasizing the role of MSI in patients with comorbidities. Hence, this study aims to assess the predictive validity of MSI in predicting the prognosis of sepsis patients with and without co-morbidities. METHODS From January to December 2020, a prospective observational study was conducted in a tertiary care teaching hospital. Patients with sepsis diagnosed based on systemic inflammatory response syndrome criteria and quick sequential organ failure assessment (qSOFA) were included. The need for mechanical ventilation and step down from the intensive care unit were outcome variables, MSI was considered as a predictor variable, and co-morbidities as an explanatory variable. RESULTS Among people with co-morbidities, the MSI value on arrival to the emergency department had fair predictive validity in predicting the need for mechanical ventilation after 24 hours, as indicated by the area under the curve of 0.749 (95% CI: 0.600-0.897; p-value = 0.002) and a sensitivity of 68.75% in predicting mechanical ventilation after 24 hours (MSI ≥ 1.59). Among people without co-morbidities, the MSI value on arrival to the emergency department had fair predictive validity in predicting the need for mechanical ventilation after 24 hours, as indicated by the area under the curve of 0.879 (95% CI: 0.770-0.988; p-value <0.001) and a sensitivity of 83.33% in predicting the need for mechanical ventilation after 24 hours (MSI ≥ 1.67). CONCLUSION MSI can be used as an indicator in predicting the prognosis of sepsis patients in the emergency department. A simple bedside calculation of the MSI can indicate the need for mechanical ventilation and step down from the intensive care unit after 24 hours in patients with co-morbidities and without co-morbidities.
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Affiliation(s)
- K J Devendra Prasad
- Department of Emergency Medicine, Sri Devaraj Urs Medical College, Kolar, IND
| | - Thamminaina Abhinov
- Department of Emergency Medicine, Sri Devaraj Urs Medical College, Kolar, IND
| | - K C Himabindu
- Department of Emergency Medicine, Sri Devaraj Urs Medical College, Kolar, IND
| | - K Rajesh
- Department of Emergency Medicine, Sri Devaraj Urs Medical College, Kolar, IND
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15
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Huang J, Zhang J, Wang F, Liang J, Chen Q, Lin Z. Association between comorbid asthma and prognosis of critically ill patients with severe sepsis: a cohort study. Sci Rep 2021; 11:15395. [PMID: 34321496 PMCID: PMC8319316 DOI: 10.1038/s41598-021-93907-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 06/21/2021] [Indexed: 01/22/2023] Open
Abstract
Basic research suggests some contributing mechanisms underlying asthma might at the same time benefit patients with asthma against sepsis, while the potential protective effect of comorbid asthma on prognosis of sepsis has not been well studied in clinical research. The study aimed to assess the association between comorbid asthma and prognosis in a cohort of patients admitted to intensive care unit (ICU) with severe sepsis. Patients with severe sepsis admitted to ICUs were included from the MIMIC-III Critical Care Database, and categorized as patients without asthma, patients with stable asthma, and patients with acute exacerbation asthma. The primary study outcome was 28-day mortality since ICU admission. Difference in survival distributions among groups were evaluated by Kaplan–Meier estimator. Multivariable Cox regression was employed to examine the association between comorbid asthma and prognosis. A total of 2469 patients with severe sepsis were included, of which 2327 (94.25%) were without asthma, 125 (5.06%) with stable asthma, and 17 (0.69%) with acute exacerbation asthma. Compared with patients without asthma, patients with asthma (either stable or not) had a slightly younger age (66.73 ± 16.32 versus 64.77 ± 14.81 years), a lower proportion of male sex (56.81% versus 40.14%), and a lower median SAPS II score (46 versus 43). Patients with acute exacerbation asthma saw the highest 28-day mortality rate (35.29%), but patients with stable asthma had the lowest 28-day mortality rate (21.60%) when compared to that (34.42%) in patients without asthma. Consistent results were observed in Kaplan–Meier curves with a p-value for log-rank test of 0.016. After adjusting for potential confounding, compared to being without asthma, being with stable asthma was associated with a reduced risk of 28-day mortality (hazard ratio (HR) 0.65, 95% confidence interval (CI) 0.44–0.97, p = 0.0335), but being with acute exacerbation asthma was toward an increased risk of 28-day mortality (HR 1.82, 95% 0.80–4.10, p = 0.1513). E-value analysis suggested robustness to unmeasured confounding. These findings suggest comorbid stable asthma is associated with a better prognosis in critically ill patients with severe sepsis, while acute exacerbation asthma is associated with worse prognosis.
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Affiliation(s)
- Jinju Huang
- Intensive Care Unit, Guangzhou Panyu Central Hospital, No. 8 Fuyu East Road, Qiaonan Street, Panyu District, Guangzhou, 511400, China
| | - Jurong Zhang
- Intensive Care Unit, Guangzhou Panyu Central Hospital, No. 8 Fuyu East Road, Qiaonan Street, Panyu District, Guangzhou, 511400, China
| | - Faxia Wang
- Intensive Care Unit, Guangzhou Panyu Central Hospital, No. 8 Fuyu East Road, Qiaonan Street, Panyu District, Guangzhou, 511400, China
| | - Jiezhu Liang
- Intensive Care Unit, Guangzhou Panyu Central Hospital, No. 8 Fuyu East Road, Qiaonan Street, Panyu District, Guangzhou, 511400, China
| | - Qinchang Chen
- Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, 510080, China
| | - Zhuandi Lin
- Intensive Care Unit, Guangzhou Panyu Central Hospital, No. 8 Fuyu East Road, Qiaonan Street, Panyu District, Guangzhou, 511400, China.
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16
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Nunnally ME, Ferrer R, Martin GS, Martin-Loeches I, Machado FR, De Backer D, Coopersmith CM, Deutschman CS. The Surviving Sepsis Campaign: research priorities for the administration, epidemiology, scoring and identification of sepsis. Intensive Care Med Exp 2021; 9:34. [PMID: 34212256 PMCID: PMC8249046 DOI: 10.1186/s40635-021-00400-z] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Accepted: 06/07/2021] [Indexed: 12/15/2022] Open
Abstract
Objective To identify priorities for administrative, epidemiologic and diagnostic research in sepsis. Design As a follow-up to a previous consensus statement about sepsis research, members of the Surviving Sepsis Campaign Research Committee, representing the European Society of Intensive Care Medicine and the Society of Critical Care Medicine addressed six questions regarding care delivery, epidemiology, organ dysfunction, screening, identification of septic shock, and information that can predict outcomes in sepsis. Methods Six questions from the Scoring/Identification and Administration sections of the original Research Priorities publication were explored in greater detail to better examine the knowledge gaps and rationales for questions that were previously identified through a consensus process. Results The document provides a framework for priorities in research to address the following questions: (1) What is the optimal model of delivering sepsis care?; (2) What is the epidemiology of sepsis susceptibility and response to treatment?; (3) What information identifies organ dysfunction?; (4) How can we screen for sepsis in various settings?; (5) How do we identify septic shock?; and (6) What in-hospital clinical information is associated with important outcomes in patients with sepsis? Conclusions There is substantial knowledge of sepsis epidemiology and ways to identify and treat sepsis patients, but many gaps remain. Areas of uncertainty identified in this manuscript can help prioritize initiatives to improve an understanding of individual patient and demographic heterogeneity with sepsis and septic shock, biomarkers and accurate patient identification, organ dysfunction, and ways to improve sepsis care.
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Affiliation(s)
| | - Ricard Ferrer
- Intensive Care Department, Vall d'Hebron University Hospital, Barcelona, Spain.,Shock, Organ Dysfunction and Resuscitation (SODIR) Research Group, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Greg S Martin
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, Grady Memorial Hospital and Emory Critical Care Center, Emory University, Atlanta, GA, USA
| | - Ignacio Martin-Loeches
- Multidisciplinary Intensive Care Research Organization (MICRO), Department of Intensive Care Medicine, St. James's University Hospital, Trinity Centre for Health Sciences, Dublin, Ireland.,Hospital Clinic, IDIBAPS, Universidad de Barcelona, CIBERes, Barcelona, Spain
| | | | - Daniel De Backer
- Chirec Hospitals, Université Libre de Bruxelles, Brussels, Belgium
| | - Craig M Coopersmith
- Department of Surgery and Emory Critical Care Center, Emory University, Atlanta, GA, USA
| | - Clifford S Deutschman
- Department of Pediatrics, Cohen Children's Medical Center, Northwell Health, New Hyde Park, NY, USA.,The Feinstein Institute for Medical Research/ Elmezzi Graduate School of Molecular Medicine, Manhasset, NY, USA
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Donaldson TM. Harming patients by provision of intensive care treatment: is it right to provide time-limited trials of intensive care to patients with a low chance of survival? MEDICINE, HEALTH CARE, AND PHILOSOPHY 2021; 24:227-233. [PMID: 33452630 PMCID: PMC7810187 DOI: 10.1007/s11019-020-09994-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/05/2020] [Indexed: 06/12/2023]
Abstract
Time-limited trials of intensive care have arisen in response to the increasing demand for intensive care treatment for patients with a low chance of surviving their critical illness, and the clinical uncertainty inherent in intensive care decision-making. Intensive care treatment is reported by most patients to be a significantly unpleasant experience. Therefore, patients who do not survive intensive care treatment are exposed to a negative dying experience. Time-limited trials of intensive care treatment in patients with a low chance of surviving have both a small chance of benefiting this patient group and a high chance of harming them by depriving them of a good death. A 'rule of rescue' for the critically unwell does not justify time-limiting a trial of intensive care treatment and overlooks the experiential costs that intensive care patients face. Offering time-limited trials of intensive care to all patients, regardless of their chance of survival, overlooks the responsibility of resource-limited intensive care clinicians for suffering caused by their actions. A patient-specific risk-benefit analysis is vital when deciding whether to offer intensive care treatment, to ensure that time-limited trials of intensive care are not undertaken for patients who have a much higher chance of being harmed, rather than benefited by the treatment. The virtue ethics concept of human flourishing has the potential to offer additional ethical guidance to resource-limited clinicians facing these complex decisions, involving the balancing of a quantifiable survival benefit against the qualitative suffering that intensive care treatment may cause.
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Al-Yahyai Rn Bsn ANS, Arulappan Rn Rm Bsc N Msc N PhD N DNSc J, Matua GA, Al-Ghafri Rn Bsn SM, Al-Sarakhi Rn Bsn SH, Al-Rahbi Rn Bsn KKS, Jayapal SK. Communicating to Non-Speaking Critically Ill Patients: Augmentative and Alternative Communication Technique as an Essential Strategy. SAGE Open Nurs 2021; 7:23779608211015234. [PMID: 34159256 PMCID: PMC8186114 DOI: 10.1177/23779608211015234] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 03/22/2021] [Accepted: 04/14/2021] [Indexed: 11/23/2022] Open
Abstract
Introduction Communication with hospitalized patients is crucial to improve the quality and safety of health care. Methods The study assessed the communication methods used by nurses while communicating to non-speaking critically ill patients. The participants included staff nurses working in ICU, CICU, HD units of neuro- surgical, orthopedic, medical and oncology wards. Purposive sampling technique was used to recruit a total number of 194 nurses. The communication methods used were assessed by a questionnaire comprised of a list of 21 strategies used to communicate with non-speaking patients. Results The most commonly used strategies were reading the patient’s mouthing words, encouraging the patient by telling them that they are doing well and nurses helping them to get better, assessing the patients for their communication ability, “thumps up” to indicate “yes”, “shake head” indicating “no”, use OK, or point to body parts, speaking slowly and waiting for the patient’s response, spending time to listen patiently to what the patient say and touching the non-speaking critically ill patient when the nurse speaks with the patient. Conclusion The study reported that the nurses used variety of communication strategies while communicating to non- speaking critically ill patients. However very few nurses used Augmentative and alternative communication strategies to communicate to non-speaking critically ill patients. The study recommends the importance of establishing Augmentative and Alternative Communication strategies in the hospitals.
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Affiliation(s)
| | | | - Gerald Amandu Matua
- Department of Fundamentals and Administration, College of Nursing, Sultan Qaboos University, Muscat, Sultanate of Oman
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Nelson AJ, Johnston BW, Waite AAC, Lemma G, Welters ID. A Systematic Review of Anticoagulation Strategies for Patients with Atrial Fibrillation in Critical Care. Thromb Haemost 2021; 121:1599-1609. [PMID: 33831963 DOI: 10.1055/a-1477-3760] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
BACKGROUND Atrial fibrillation (AF) is the most common cardiac arrhythmia in critically ill patients. There is a paucity of data assessing the impact of anticoagulation strategies on clinical outcomes for general critical care patients with AF. Our aim was to assess the existing literature to evaluate the effectiveness of anticoagulation strategies used in critical care for AF. METHODS A systematic literature search was conducted using MEDLINE, EMBASE, CENTRAL, and PubMed databases. Studies reporting anticoagulation strategies for AF in adults admitted to a general critical care setting were assessed for inclusion. RESULTS Four studies were selected for data extraction. A total of 44,087 patients were identified with AF, of which 17.8 to 49.4% received anticoagulation. The reported incidence of thromboembolic events was 0 to 1.4% for anticoagulated patients, and 0 to 1.3% in nonanticoagulated patients. Major bleeding events were reported in three studies and occurred in 7.2 to 8.6% of the anticoagulated patients and in up to 7.1% of the nonanticoagulated patients. CONCLUSION There was an increased incidence of major bleeding events in anticoagulated patients with AF in critical care compared with nonanticoagulated patients. There was no significant difference in the incidence of reported thromboembolic events within studies between patients who did and did not receive anticoagulation. However, the outcomes reported within studies were not standardized, therefore, the generalizability of our results to the general critical care population remains unclear. Further data are required to facilitate an evidence-based assessment of the risks and benefits of anticoagulation for critically ill patients with AF.
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Affiliation(s)
- Alexandra Jayne Nelson
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Brian W Johnston
- Intensive Care Unit, Royal Liverpool University Hospital, Liverpool, United Kingdom.,Liverpool Centre of Cardiovascular Science, University of Liverpool, Liverpool, United Kingdom
| | | | - Gedeon Lemma
- School of Medicine, University of Liverpool, Liverpool, United Kingdom
| | - Ingeborg Dorothea Welters
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, United Kingdom.,Intensive Care Unit, Royal Liverpool University Hospital, Liverpool, United Kingdom.,Liverpool Centre of Cardiovascular Science, University of Liverpool, Liverpool, United Kingdom
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Malmgren J, Waldenström AC, Rylander C, Johannesson E, Lundin S. Long-term health-related quality of life and burden of disease after intensive care: development of a patient-reported outcome measure. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2021; 25:82. [PMID: 33632271 PMCID: PMC7905420 DOI: 10.1186/s13054-021-03496-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 02/08/2021] [Indexed: 12/16/2022]
Abstract
BACKGROUND ICU survivorship includes a diverse burden of disease. Current questionnaires used for collecting information about health-related problems and their relation to quality of life lack detailed questions in several areas relevant to ICU survivors. Our aim was to construct a provisional questionnaire on health-related issues based on interviews with ICU survivors and to test if this questionnaire was able to show differences between ICU survivors and a control group. METHODS Thirty-two ICU survivors were identified at a post-ICU clinic and interviewed at least six months after ICU discharge. Using an established qualitative methodology from oncology, all dysfunctions and disabilities were extracted, rephrased as questions and compiled into a provisional questionnaire. In a second part, this questionnaire was tested on ICU survivors and controls. Inclusion criteria for the ICU survivors were ICU stay at least 72 h with ICU discharge six months to three years prior to the study. A non-ICU-treated control group was obtained from the Swedish Population Register, matched for age and sex. Eligible participants received an invitation letter and were contacted by phone. If willing to participate, they were sent the questionnaire. Descriptive statistics were applied. RESULTS Analysis of the interviews yielded 238 questions in 13 domains: cognition, fatigue, physical health, pain, psychological health, activities of daily living, sleep, appetite and alcohol, sexual health, sensory functions, gastrointestinal functions, urinary functions and work life. In the second part, 395 of 518 ICU survivors and 197 of 231 controls returned a completed questionnaire, the response rates being 76.2% and 85.3%, respectively. The two groups differed significantly in 13 of 22 comorbidities. ICU survivors differed in a majority of questions (p ≤ 0.05) distributed over all 13 domains compared with controls. CONCLUSIONS This study describes the development of a provisional questionnaire to identify health-related quality of life issues and long-term burden of disease after intensive care. The questionnaire was answered by 395 ICU survivors. The questionnaire could identify that they experience severe difficulties in a wide range of domains compared with a control group. Trial registry ClinicalTrials.gov Ref# NCT02767180.
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Affiliation(s)
- Johan Malmgren
- Department of Anaesthesiology and Intensive Care Medicine, Institute of Clinical Sciences, Sahlgrenska Academy, Sahlgrenska University Hospital, University of Gothenburg, Blå Stråket 5, 413 45, Gothenburg, Sweden.
| | - Ann-Charlotte Waldenström
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, Sahlgrenska University Hospital, University of Gothenburg, 413 45, Gothenburg, Sweden
| | - Christian Rylander
- Department of Anaesthesiology and Intensive Care Medicine, Institute of Clinical Sciences, Sahlgrenska Academy, Sahlgrenska University Hospital, University of Gothenburg, Blå Stråket 5, 413 45, Gothenburg, Sweden
| | - Elias Johannesson
- Department of Social and Behavioural Studies, University West, Trollhättan, Sweden
| | - Stefan Lundin
- Department of Anaesthesiology and Intensive Care Medicine, Institute of Clinical Sciences, Sahlgrenska Academy, Sahlgrenska University Hospital, University of Gothenburg, Blå Stråket 5, 413 45, Gothenburg, Sweden
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Chegondi M, Devarashetty S, Balakumar N, Sendi P, Totapally BR. The need for hemodialysis is associated with increased mortality in mechanically ventilated children: a propensity score-matched outcome study. Pediatr Nephrol 2021; 36:409-416. [PMID: 32686034 DOI: 10.1007/s00467-020-04703-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 06/14/2020] [Accepted: 06/30/2020] [Indexed: 11/25/2022]
Abstract
BACKGROUND Kidney replacement therapy (KRT) is frequently used in critically ill children. The objective of this study is to investigate if the requirement for hemodialysis (HD) is an independent risk factor for mortality in mechanically ventilated children METHODS: In this retrospective cohort study, we analyzed the 2012 and 2016 Kids Inpatient Database and used a weighted sample to obtain a national outcome estimate. For our analysis, we included children aged one month to 17 years who were mechanically ventilated; we then compared the demographics, comorbidities, and mortality rates of those patients who had undergone HD with those who did not. Statistical analysis was performed using the chi-squared test and regression models. The patients were matched 1:2 with a correlative propensity score using age, weekend admission, elective admission, gender, hospital region, income quartiles, race, presence of kidney failure, bone marrow transplantation (BMT), cardiac surgery, trauma, and All Patients Refined Diagnosis Related Groups (APR-DRG) severity score. The mortality rate was compared between the matched groups. RESULTS Out of 100,289 mechanically ventilated children, 1393 (1.4%) underwent HD. The mortality rate was 32.5% in the HD group, compared with 8.8% in the control group (p < 0.05). Factors that were associated with higher mortality in HD patients included severe sepsis, BMT, cardiopulmonary resuscitation (CPR), and extracorporeal membrane oxygenation therapy (ECMO). After propensity score-matched analysis, HD was still significantly associated with a higher risk of mortality (31.9% vs. 22.0%, p < 0.05) CONCLUSIONS: The requirement for HD in mechanically ventilated children is associated with higher mortality.
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Affiliation(s)
- Madhuradhar Chegondi
- Division of Critical Care Medicine, Stead Family Children's Hospital, Iowa City, IA, 52242, USA.
| | - Sushil Devarashetty
- Division of Critical Care Medicine, Nicklaus Children's Hospital, Miami, FL, USA
| | - Niveditha Balakumar
- Division of Critical Care Medicine, Nicklaus Children's Hospital, Miami, FL, USA
| | - Prithvi Sendi
- Division of Critical Care Medicine, Nicklaus Children's Hospital, Miami, FL, USA
| | - Balagangadhar R Totapally
- Division of Critical Care Medicine, Nicklaus Children's Hospital, Miami, FL, USA
- Department of Pediatrics, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA
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Huang W, Chen Y, Yin G, Wang N, Wei C, Xu W. Obesity and Overweight Are Independently Associated with Greater Survival in Critically Ill Diabetic Patients: A Retrospective Cohort Study. J Diabetes Res 2021; 2021:6681645. [PMID: 33614789 PMCID: PMC7875646 DOI: 10.1155/2021/6681645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 12/10/2020] [Accepted: 01/04/2021] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND The relationship between obesity and the outcomes of critically ill diabetic patients is not completely clear. We aimed to assess the effects of obesity and overweight on the outcomes among diabetic patients in the intensive care unit (ICU). METHODS Critically ill diabetic patients in the ICU were classified into three groups according to their body mass index. The primary outcomes were 30-day and 90-day mortality. ICU and hospital length of stay (LOS) and incidence and duration of mechanical ventilation were also assessed. Cox regression models were developed to evaluate the relationship between obesity and overweight and mortality. RESULTS A total of 6108 eligible patients were included. The 30-day and 90-day mortality in the normal weight group were approximately 1.8 times and 1.5 times higher than in the obesity group and overweight group, respectively (P < 0.001, respectively). Meanwhile, the ICU (median (IQ): 2.9 (1.7, 5.3) vs. 2.7 (1.6, 4.8) vs. 2.8 (1.8, 5.0)) and hospital (median (IQ): 8.3 (5.4, 14.0) vs. 7.9 (5.1, 13.0) vs. 8.3 (5.3, 13.6)) LOS in the obesity group and overweight group were not longer than in the normal weight group. Compared with normal weight patients, obese patients had significantly higher incidence of mechanical ventilation (58.8% vs. 64.7%, P < 0.001) but no longer ventilation duration (median (IQ): 19.3 (7.0, 73.1) vs. 19.0 (6.0, 93.7), P = 1). Multivariate Cox regression showed that obese and overweight patients had lower 30-day (HR (95% CI): 0.62 (0.51, 0.75); 0.76 (0.62, 0.92), respectively) and 90-day (HR (95% CI): 0.60 (0.51, 0.70); 0.79 (0.67, 0.93), respectively) mortality risks than normal weight patients. CONCLUSIONS Obesity and overweight were independently associated with greater survival in critically ill diabetic patients, without increasing the ICU and hospital LOS. Large multicenter prospective studies are needed to confirm our findings and the underlying mechanisms warrant further investigation.
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Affiliation(s)
- Wentao Huang
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Shantou University Medical College, No. 57 Changping Road, Shantou 515041, China
- Shantou University Medical College, No. 22 Xinling Road, Shantou 515041, China
| | - Yongsong Chen
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Shantou University Medical College, No. 57 Changping Road, Shantou 515041, China
| | - Guoshu Yin
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Shantou University Medical College, No. 57 Changping Road, Shantou 515041, China
| | - Nasui Wang
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Shantou University Medical College, No. 57 Changping Road, Shantou 515041, China
| | - Chiju Wei
- Multidisciplinary Research Center, Shantou University, No. 243 Daxue Road, Shantou 515041, China
| | - Wencan Xu
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Shantou University Medical College, No. 57 Changping Road, Shantou 515041, China
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Murine Pancreatic Cancer Alters T Cell Activation and Apoptosis and Worsens Survival After Cecal Ligation and Puncture. Shock 2020; 51:731-739. [PMID: 29889816 DOI: 10.1097/shk.0000000000001203] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Patients with cancer who develop sepsis have a markedly higher mortality than patients who were healthy prior to the onset of sepsis. Potential mechanisms underlying this difference have previously been examined in two preclinical models of cancer followed by sepsis. Both pancreatic cancer/pneumonia and lung cancer/cecal ligation and puncture (CLP) increase murine mortality, associated with alterations in lymphocyte apoptosis and intestinal integrity. However, pancreatic cancer/pneumonia decreases lymphocyte apoptosis and increases gut apoptosis while lung cancer/CLP increases lymphocyte apoptosis and decreases intestinal proliferation. These results cannot distinguish the individual roles of cancer versus sepsis since different models of each were used. We therefore created a new cancer/sepsis model to standardize each variable. Mice were injected with a pancreatic cancer cell line and 3 weeks later cancer mice and healthy mice were subjected to CLP. Cancer septic mice had a significantly higher 10-day mortality than previously healthy septic mice. Cancer septic mice had increased CD4 T cells and CD8 T cells, associated with decreased CD4 T cell apoptosis 24 h after CLP. Further, splenic CD8+ T cell activation was decreased in cancer septic mice. In contrast, no differences were noted in intestinal apoptosis, proliferation, or permeability, nor were changes noted in local bacterial burden, renal, liver, or pulmonary injury. Cancer septic mice thus have consistently reduced survival compared with previously healthy septic mice, independent of the cancer or sepsis model utilized. Changes in lymphocyte apoptosis are common to cancer model and independent of sepsis model, whereas gut apoptosis is common to sepsis model and independent of cancer model. The host response to the combination of cancer and sepsis is dependent, at least in part, on both chronic comorbidity and acute illness.
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Simpson A, Puxty K, McLoone P, Quasim T, Sloan B, Morrison DS. Comorbidity and survival after admission to the intensive care unit: A population-based study of 41,230 patients. J Intensive Care Soc 2020; 22:143-151. [PMID: 34025754 DOI: 10.1177/1751143720914229] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Purpose To describe the relationship between comorbidities and survival following admission to the intensive care unit. Methods Retrospective observational study using several linked routinely collected databases from 16 general intensive care units between 2002 and 2011. Comorbidities identified from hospitalisation in the five years prior to intensive care unit admission. Odds ratios for survival in intensive care unit, hospital and at 30 days, 180 days and 12 months after intensive care unit admission derived from multiple logistic regression models. Results There were 41,230 admissions to intensive care units between 2002 and 2011. Forty-one percent had at least one comorbidity - 24% had one, 17% had more than one. Patients with comorbidities were significantly older, had higher Acute Physiology and Chronic Health Evaluation II scores and were more likely to have received elective rather than emergency surgery compared with those without comorbidities. After excluding elective hospitalisations, intensive care unit and hospital mortality for the cohort were 24% and 29%, respectively. Asthma (odds ratio 0.79, 95% confidence interval 0.63-0.99) and solid tumours (odds ratio 0.74, 0.67-0.83) were associated with lower odds of intensive care unit mortality than no comorbidity. Intensive care unit mortality was raised for liver disease (odds ratio 2.98, 2.43-3.65), cirrhosis (odds ratio 2.61, 1.9-3.61), haematological malignancy (odds ratio 2.29, 1.85-2.83), chronic ischaemic heart disease (odds ratio 1.53, 1.19-1.98), heart failure (odds ratio 1.79, 1.35-2.39) and rheumatological disease (odds ratio 1.53, 1.18-1.98). Conclusions Comorbidities affect two-fifths of intensive care unit admission and have highly variable effects on subsequent outcomes. Information on the differential effects of comorbidities will be helpful in making better decisions about intensive care unit support and understanding outcomes beyond surviving intensive care unit.
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Affiliation(s)
| | | | - Philip McLoone
- University of Glasgow, Institute of Health and Wellbeing, Glasgow, UK
| | - Tara Quasim
- University of Glasgow School of Medicine, Dentistry and Nursing, Glasgow, UK
| | - Billy Sloan
- University of Glasgow, Institute of Health and Wellbeing, Glasgow, UK
| | - David S Morrison
- University of Glasgow, Institute of Health and Wellbeing, Glasgow, UK
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Jouan Y, Grammatico-Guillon L, Teixera N, Hassen-Khodja C, Gaborit C, Salmon-Gandonnière C, Guillon A, Ehrmann S. Healthcare trajectories before and after critical illness: population-based insight on diverse patients clusters. Ann Intensive Care 2019; 9:126. [PMID: 31707487 PMCID: PMC6842359 DOI: 10.1186/s13613-019-0599-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2019] [Accepted: 10/23/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND The post intensive care syndrome (PICS) gathers various disabilities, associated with a substantial healthcare use. However, patients' comorbidities and active medical conditions prior to intensive care unit (ICU) admission may partly drive healthcare use after ICU discharge. To better understand retative contribution of critical illness and PICS-compared to pre-existing comorbidities-as potential determinant of post-critical illness healthcare use, we conducted a population-based evaluation of patients' healthcare use trajectories. RESULTS Using discharge databases in a 2.5-million-people region in France, we retrieved, over 3 years, all adult patients admitted in ICU for septic shock or acute respiratory distress syndrome (ARDS), intubated at least 5 days and discharged alive from hospital: 882 patients were included. Median duration of mechanical ventilation was 11 days (interquartile ranges [IQR] 8;20), mean SAPS2 was 49, and median hospital length of stay was 42 days (IQR 29;64). Healthcare use (days spent in healthcare facilities) was analyzed 2 years before and 2 years after ICU admission. Prior to ICU admission, we observed, at the scale of the whole study population, a progressive increase in healthcare use. Healthcare trajectories were then explored at individual level, and patients were assembled according to their individual pre-ICU healthcare use trajectory by clusterization with the K-Means method. Interestingly, this revealed diverse trajectories, identifying patients with elevated and increasing healthcare use (n = 126), and two main groups with low (n = 476) or no (n = 251) pre-ICU healthcare use. In ICU, however, SAPS2, duration of mechanical ventilation and length of stay were not different across the groups. Analysis of post-ICU healthcare trajectories for each group revealed that patients with low or no pre-ICU healthcare (which represented 83% of the population) switched to a persistent and elevated healthcare use during the 2 years post-ICU. CONCLUSION For 83% of ARDS/septic shock survivors, critical illness appears to have a pivotal role in healthcare trajectories, with a switch from a low and stable healthcare use prior to ICU to a sustained higher healthcare recourse 2 years after ICU discharge. This underpins the hypothesis of long-term critical illness and PICS-related quantifiable consequences in healthcare use, measurable at a population level.
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Affiliation(s)
- Youenn Jouan
- Service de Médecine Intensive Réanimation, CHRU de Tours, 2 Bd Tonnellé, 37044, Tours Cedex 9, France. .,INSERM U1100 Centre d'Etudes des Pathologies Respiratoires, Faculté de Médecine, Tours, France. .,Université de Tours, Tours, France.
| | - Leslie Grammatico-Guillon
- Service d'Information Médicale, d'Epidémiologie et d'Economie de la Santé, CHRU Tours, Tours, France.,INSERM CIC1415, CHRU Tours, Tours, France
| | - Noémie Teixera
- Service d'Accueil et d'Urgences, CHRU Tours, Tours, France
| | - Claire Hassen-Khodja
- Service d'Information Médicale, d'Epidémiologie et d'Economie de la Santé, CHRU Tours, Tours, France.,INSERM CIC1415, CHRU Tours, Tours, France
| | - Christophe Gaborit
- Service d'Information Médicale, d'Epidémiologie et d'Economie de la Santé, CHRU Tours, Tours, France
| | - Charlotte Salmon-Gandonnière
- Service de Médecine Intensive Réanimation, CHRU de Tours, 2 Bd Tonnellé, 37044, Tours Cedex 9, France.,Université de Tours, Tours, France
| | - Antoine Guillon
- Service de Médecine Intensive Réanimation, CHRU de Tours, 2 Bd Tonnellé, 37044, Tours Cedex 9, France.,INSERM U1100 Centre d'Etudes des Pathologies Respiratoires, Faculté de Médecine, Tours, France.,Université de Tours, Tours, France.,INSERM CIC1415, CHRU Tours, Tours, France
| | - Stephan Ehrmann
- Service de Médecine Intensive Réanimation, CHRU de Tours, 2 Bd Tonnellé, 37044, Tours Cedex 9, France.,INSERM U1100 Centre d'Etudes des Pathologies Respiratoires, Faculté de Médecine, Tours, France.,Université de Tours, Tours, France.,INSERM CIC1415, CHRU Tours, Tours, France.,CRICS-TriggerSep Research Network
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Louvaris Z, Van Hollebeke M, Dhaenens A, Vanhemelen M, Meersseman P, Wauters J, Gosselink R, Wilmer A, Langer D, Hermans G. Cerebral cortex and respiratory muscles perfusion during spontaneous breathing attempts in ventilated patients and its relation to weaning outcomes: a protocol for a prospective observational study. BMJ Open 2019; 9:e031072. [PMID: 31676653 PMCID: PMC6830828 DOI: 10.1136/bmjopen-2019-031072] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION In addition to the well-documented factors that contribute to weaning failure, increased energy demands of the respiratory muscles during spontaneous breathing trials (SBTs) might not be met by sufficient increases in energy supplies. This discrepancy may deprive blood and oxygen of other tissues. In this context, restrictions in perfusion of splanchnic organs and non-working muscles during SBT have been associated with weaning failure. However, alterations in perfusion of the brain during the weaning process are less well understood. OBJECTIVE AND HYPOTHESIS To investigate whether cerebral cortex perfusion evolves differentially during the transition from mechanical ventilation (MV) to spontaneous breathing between patients failing or succeeding the SBT. We hypothesise that patients failing the SBT will exhibit reduced cerebral cortex perfusion during the transition from MV to spontaneous breathing as compared with patients succeeding the SBT. METHODS AND ANALYSIS This single-centre, prospective, observational study will be conducted in a medical Intensive Care unit of University Hospital Leuven, Belgium in ready to wean patients. Blood flow index in the cerebral cortex (prefrontal area), inspiratory (scalene) and expiratory muscle (upper rectus abdominis) and a non-working muscle (thenar eminence) will be simultaneously assessed by near-infrared spectroscopy (NIRS) using the tracer indocyanine green dye. Measurements will be performed on the same day during MV and during SBT. NIRS-derived tissue oxygenation index and cardiac output (by pulse contour analyses) will be recorded continuously. Twenty patients failing an SBT are estimated to be sufficient for detecting a significant difference in the change of cerebral cortex perfusion from MV to SBT (primary outcome) between SBT failure and success patients. ETHICS AND DISSEMINATION Ethics approval was obtained from the local ethical committee (Ethische Commissie Onderzoek UZ/KU Leuven protocol ID: S60516). Results from this study will be presented at scientific meetings and congresses and published in peer-reviewed journals. TRIAL REGISTRATION NUMBER NCT03240263; Pre-results.
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Affiliation(s)
- Zafeiris Louvaris
- Department of Rehabilitation Sciences, Faculty of Kinesiology and Rehabilitation Sciences, Rehabilitation for Internal Disorders Research Group, KU Leuven, Leuven, Belgium
- Department of Intensive Care Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Marine Van Hollebeke
- Department of Rehabilitation Sciences, Faculty of Kinesiology and Rehabilitation Sciences, Rehabilitation for Internal Disorders Research Group, KU Leuven, Leuven, Belgium
- Department of Intensive Care Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Alexander Dhaenens
- Department of General Internal Medicine, University Hospitals Leuven, Medical Intensive Care Unit, Leuven, Belgium
| | - Maarten Vanhemelen
- Department of General Internal Medicine, University Hospitals Leuven, Medical Intensive Care Unit, Leuven, Belgium
| | - Philippe Meersseman
- Department of General Internal Medicine, University Hospitals Leuven, Medical Intensive Care Unit, Leuven, Belgium
| | - Joost Wauters
- Department of Microbiology, Immunology and Transplantation, University Hospitals Leuven, Laboratory for Clinical Infectious and Inflammatory Disorders, Leuven, Belgium
| | - Rik Gosselink
- Department of Rehabilitation Sciences, Faculty of Kinesiology and Rehabilitation Sciences, Rehabilitation for Internal Disorders Research Group, KU Leuven, Leuven, Belgium
- Department of Intensive Care Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Alexander Wilmer
- Department of General Internal Medicine, University Hospitals Leuven, Medical Intensive Care Unit, Leuven, Belgium
| | - Daniel Langer
- Department of Rehabilitation Sciences, Faculty of Kinesiology and Rehabilitation Sciences, Rehabilitation for Internal Disorders Research Group, KU Leuven, Leuven, Belgium
- Department of Intensive Care Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Greet Hermans
- Department of General Internal Medicine, University Hospitals Leuven, Medical Intensive Care Unit, Leuven, Belgium
- Division of Cellular and Molecular Medicine, Laboratory of Intensive Care Medicine, KU Leuven, Leuven, Belgium
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Abstract
OBJECTIVE To identify research priorities in the management, epidemiology, outcome and underlying causes of sepsis and septic shock. DESIGN A consensus committee of 16 international experts representing the European Society of Intensive Care Medicine and Society of Critical Care Medicine was convened at the annual meetings of both societies. Subgroups had teleconference and electronic-based discussion. The entire committee iteratively developed the entire document and recommendations. METHODS Each committee member independently gave their top five priorities for sepsis research. A total of 88 suggestions (Supplemental Table 1, Supplemental Digital Content 2, http://links.lww.com/CCM/D636) were grouped into categories by the committee co-chairs, leading to the formation of seven subgroups: infection, fluids and vasoactive agents, adjunctive therapy, administration/epidemiology, scoring/identification, post-intensive care unit, and basic/translational science. Each subgroup had teleconferences to go over each priority followed by formal voting within each subgroup. The entire committee also voted on top priorities across all subgroups except for basic/translational science. RESULTS The Surviving Sepsis Research Committee provides 26 priorities for sepsis and septic shock. Of these, the top six clinical priorities were identified and include the following questions: 1) can targeted/personalized/precision medicine approaches determine which therapies will work for which patients at which times?; 2) what are ideal endpoints for volume resuscitation and how should volume resuscitation be titrated?; 3) should rapid diagnostic tests be implemented in clinical practice?; 4) should empiric antibiotic combination therapy be used in sepsis or septic shock?; 5) what are the predictors of sepsis long-term morbidity and mortality?; and 6) what information identifies organ dysfunction? CONCLUSIONS While the Surviving Sepsis Campaign guidelines give multiple recommendations on the treatment of sepsis, significant knowledge gaps remain, both in bedside issues directly applicable to clinicians, as well as understanding the fundamental mechanisms underlying the development and progression of sepsis. The priorities identified represent a roadmap for research in sepsis and septic shock.
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Kosilek RP, Baumeister SE, Ittermann T, Gründling M, Brunkhorst FM, Felix SB, Abel P, Friesecke S, Apfelbacher C, Brandl M, Schmidt K, Hoffmann W, Schmidt CO, Chenot JF, Völzke H, Gensichen JS. The association of intensive care with utilization and costs of outpatient healthcare services and quality of life. PLoS One 2019; 14:e0222671. [PMID: 31539397 PMCID: PMC6754134 DOI: 10.1371/journal.pone.0222671] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 09/04/2019] [Indexed: 12/18/2022] Open
Abstract
Background Little is known about outpatient health services use following critical illness and intensive care. We examined the association of intensive care with outpatient consultations and quality of life in a population-based sample. Methods Cross-sectional analysis of data from 6,686 participants of the Study of Health in Pomerania (SHIP), which consists of two independent population-based cohorts. Statistical modeling was done using Poisson regression, negative binomial and generalized linear models for consultations, and a fractional response model for quality of life (EQ-5D-3L index value), with results expressed as prevalence ratios (PR) or percent change (PC). Entropy balancing was used to adjust for observed confounding. Results ICU treatment in the previous year was reported by 139 of 6,686 (2,1%) participants, and was associated with a higher probability (PR 1.05 [CI:1.03;1.07]), number (PC +58.0% [CI:22.8;103.2]) and costs (PC +64.1% [CI:32.0;103.9]) of annual outpatient consultations, as well as with a higher number of medications (PC +37.8% [CI:17.7;61.5]). Participants with ICU treatment were more likely to visit a specialist (PR 1.13 [CI:1.09; 1.16]), specifically internal medicine (PR 1.67 [CI:1.45;1.92]), surgery (PR 2.42 [CI:1.92;3.05]), psychiatry (PR 2.25 [CI:1.30;3.90]), and orthopedics (PR 1.54 [CI:1.11;2.14]). There was no significant effect regarding general practitioner consultations. ICU treatment was also associated with lower health-related quality of life (EQ-5D index value: PC -13.7% [CI:-27.0;-0.3]). Furthermore, quality of life was inversely associated with outpatient consultations in the previous month, more so for participants with ICU treatment. Conclusions Our findings suggest that ICU treatment is associated with an increased utilization of outpatient specialist services, higher medication intake, and impaired quality of life.
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Affiliation(s)
- Robert P. Kosilek
- Institute of General Practice and Family Medicine, LMU München, Munich, Germany
- * E-mail:
| | - Sebastian E. Baumeister
- Chair of Epidemiology, LMU München, UNIKA-T Augsburg, Augsburg, Germany
- Independent Research Group Clinical Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Munich, Germany
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Till Ittermann
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Matthias Gründling
- Department of Anesthesiology, University Medicine Greifswald, Greifswald, Germany
| | - Frank M. Brunkhorst
- Integrated Research and Treatment Center Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
| | - Stephan B. Felix
- Department of Internal Medicine B, Medical Intensive Care Unit, University Medicine Greifswald, Greifswald, Germany
- DZHK (German Center for Cardiovascular Research), Partner Site Greifswald, Greifswald, Germany
| | - Peter Abel
- Department of Internal Medicine B, Medical Intensive Care Unit, University Medicine Greifswald, Greifswald, Germany
| | - Sigrun Friesecke
- Department of Internal Medicine B, Medical Intensive Care Unit, University Medicine Greifswald, Greifswald, Germany
| | - Christian Apfelbacher
- Medical Sociology, Institute of Epidemiology and Preventive Medicine, University of Regensburg, Regensburg, Germany
- Family Medicine and Primary Care, Lee Kong Chian School of Medicine, Nanyang Technological University Singapore, Singapore
| | - Magdalena Brandl
- Medical Sociology, Institute of Epidemiology and Preventive Medicine, University of Regensburg, Regensburg, Germany
| | - Konrad Schmidt
- Institute of General Practice and Family Medicine, Charité University Medicine Berlin, Berlin, Germany
- Institute of General Practice and Family Medicine, Jena University Hospital, Jena, Germany
| | - Wolfgang Hoffmann
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Carsten O. Schmidt
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Jean-François Chenot
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Henry Völzke
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
- DZHK (German Center for Cardiovascular Research), Partner Site Greifswald, Greifswald, Germany
- German Center for Diabetes Research, Site Greifswald, Greifswald, Germany
| | - Jochen S. Gensichen
- Institute of General Practice and Family Medicine, LMU München, Munich, Germany
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Zador Z, Landry A, Cusimano MD, Geifman N. Multimorbidity states associated with higher mortality rates in organ dysfunction and sepsis: a data-driven analysis in critical care. Crit Care 2019; 23:247. [PMID: 31287020 PMCID: PMC6613271 DOI: 10.1186/s13054-019-2486-6] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Accepted: 05/22/2019] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Sepsis remains a complex medical problem and a major challenge in healthcare. Diagnostics and outcome predictions are focused on physiological parameters with less consideration given to patients' medical background. Given the aging population, not only are diseases becoming increasingly prevalent but occur more frequently in combinations ("multimorbidity"). We hypothesized the existence of patient subgroups in critical care with distinct multimorbidity states. We further hypothesize that certain multimorbidity states associate with higher rates of organ failure, sepsis, and mortality co-occurring with these clinical problems. METHODS We analyzed 36,390 patients from the open source Medical Information Mart for Intensive Care III (MIMIC III) dataset. Morbidities were defined based on Elixhauser categories, a well-established scheme distinguishing 30 classes of chronic diseases. We used latent class analysis to identify distinct patient subgroups based on demographics, admission type, and morbidity compositions and compared the prevalence of organ dysfunction, sepsis, and inpatient mortality for each subgroup. RESULTS We identified six clinically distinct multimorbidity subgroups labeled based on their dominant Elixhauser disease classes. The "cardiopulmonary" and "cardiac" subgroups consisted of older patients with a high prevalence of cardiopulmonary conditions and constituted 6.1% and 26.4% of study cohort respectively. The "young" subgroup included 23.5% of the cohort composed of young and healthy patients. The "hepatic/addiction" subgroup, constituting 9.8% of the cohort, consisted of middle-aged patients (mean age of 52.25, 95% CI 51.85-52.65) with the high rates of depression (20.1%), alcohol abuse (47.75%), drug abuse (18.2%), and liver failure (67%). The "complicated diabetics" and "uncomplicated diabetics" subgroups constituted 9.4% and 24.8% of the study cohort respectively. The complicated diabetics subgroup demonstrated higher rates of end-organ complications (88.3% prevalence of renal failure). Rates of organ dysfunction and sepsis ranged 19.6-69% and 12.5-46.7% respectively in the six subgroups. Mortality co-occurring with organ dysfunction and sepsis ranges was 8.4-23.8% and 11.7-27.4% respectively. These adverse outcomes were most prevalent in the hepatic/addiction subgroup. CONCLUSION We identify distinct multimorbidity states that associate with relatively higher prevalence of organ dysfunction, sepsis, and co-occurring mortality. The findings promote the incorporation of multimorbidity in healthcare models and the shift away from the current single-disease paradigm in clinical practice, training, and trial design.
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Affiliation(s)
- Zsolt Zador
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, Toronto, ON, Canada.
- Institute of Cardiovascular Sciences, Centre for Vascular and Stroke Research, University of Manchester, Manchester, UK.
| | - Alexander Landry
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, Toronto, ON, Canada
| | - Michael D Cusimano
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, Toronto, ON, Canada
| | - Nophar Geifman
- Division of Informatics, Imaging and Data Sciences, University of Manchester, Manchester, UK
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Nielsen AB, Thorsen-Meyer HC, Belling K, Nielsen AP, Thomas CE, Chmura PJ, Lademann M, Moseley PL, Heimann M, Dybdahl L, Spangsege L, Hulsen P, Perner A, Brunak S. Survival prediction in intensive-care units based on aggregation of long-term disease history and acute physiology: a retrospective study of the Danish National Patient Registry and electronic patient records. LANCET DIGITAL HEALTH 2019; 1:e78-e89. [PMID: 33323232 DOI: 10.1016/s2589-7500(19)30024-x] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 04/12/2019] [Accepted: 04/15/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Intensive-care units (ICUs) treat the most critically ill patients, which is complicated by the heterogeneity of the diseases that they encounter. Severity scores based mainly on acute physiology measures collected at ICU admission are used to predict mortality, but are non-specific, and predictions for individual patients can be inaccurate. We investigated whether inclusion of long-term disease history before ICU admission improves mortality predictions. METHODS Registry data for long-term disease histories for more than 230 000 Danish ICU patients were used in a neural network to develop an ICU mortality prediction model. Long-term disease histories and acute physiology measures were aggregated to predict mortality risk for patients for whom both registry and ICU electronic patient record data were available. We compared mortality predictions with admission scores on the Simplified Acute Physiology Score (SAPS) II, the Acute Physiologic Assessment and Chronic Health Evaluation (APACHE) II, and the best available multimorbidity score, the Multimorbidity Index. An external validation set from an additional hospital was acquired after model construction to confirm the validity of our model. During initial model development data were split into a training set (85%) and an independent test set (15%), and a five-fold cross-validation was done during training to avoid overfitting. Neural networks were trained for datasets with disease history of 1 month, 3 months, 6 months, 1 year, 2·5 years, 5 years, 7·5 years, 10 years, and 23 years before ICU admission. FINDINGS Mortality predictions with a model based solely on disease history outperformed the Multimorbidity Index (Matthews correlation coefficient 0·265 vs 0·065), and performed similarly to SAPS II and APACHE II (Matthews correlation coefficient with disease history, age, and sex 0·326 vs 0·347 and 0·300 for SAPS II and APACHE II, respectively). Diagnoses up to 10 years before ICU admission affected current mortality prediction. Aggregation of previous disease history and acute physiology measures in a neural network yielded the most precise predictions of in-hospital mortality (Matthews correlation coefficient 0·391 for in-hospital mortality compared with 0·347 with SAPS II and 0·300 with APACHE II). These results for the aggregated model were validated in an external independent dataset of 1528 patients (Matthews correlation coefficient for prediction of in-hospital mortality 0·341). INTERPRETATION Longitudinal disease-spectrum-wide data available before ICU admission are useful for mortality prediction. Disease history can be used to differentiate mortality risk between patients with similar vital signs with more precision than SAPS II and APACHE II scores. Machine learning models can be deconvoluted to generate novel understandings of how ICU patient features from long-term and short-term events interact with each other. Explainable machine learning models are key in clinical settings, and our results emphasise how to progress towards the transformation of advanced models into actionable, transparent, and trustworthy clinical tools. FUNDING Novo Nordisk Foundation and Innovation Fund Denmark.
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Affiliation(s)
- Annelaura B Nielsen
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Hans-Christian Thorsen-Meyer
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark; Department of Intensive Care, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Kirstine Belling
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Anna P Nielsen
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Cecilia E Thomas
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Piotr J Chmura
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Mette Lademann
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Pope L Moseley
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Marc Heimann
- Centre for IT, Medical Technology and Telephony Services, Capital Region of Denmark, Copenhagen, Denmark
| | | | | | | | - Anders Perner
- Department of Intensive Care, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Søren Brunak
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
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Lambregts MMC, Bernards AT, van der Beek MT, Visser LG, de Boer MG. Time to positivity of blood cultures supports early re-evaluation of empiric broad-spectrum antimicrobial therapy. PLoS One 2019; 14:e0208819. [PMID: 30601829 PMCID: PMC6314566 DOI: 10.1371/journal.pone.0208819] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Accepted: 11/25/2018] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Blood cultures are considered the gold standard to distinguish bacteremia from non-bacteremic systemic inflammation. In current clinical practice, bacteraemia is considered unlikely if blood cultures have been negative for 48-72 hours. Modern BC systems have reduced this time-to-positivity (TTP), questioning whether the time frame of 48-72 hrs is still valid. This study investigates the distribution of TTP, the probability of blood culture positivity after 24 hours, and identifies clinical predictors of prolonged TTP. METHODS Adult patients with monomicrobial bacteremia in an academic hospital were included retrospectively over a three-year period. Clinical data were retrieved from the medical records. Predictors of TTP >24 hours were determined by uni- and multivariate analyses. The residual probability of bacteremia was estimated for the scenario of negative BCs at 24 hours after bedside collection. RESULTS The cohort consisted of 801 patients, accounting for 897 episodes of bacteremia. Mean age was 65 years (IQR 54-73), 534 (59.5%) patients were male. Median TTP was 15.7 (IQR 13.5-19.3) hours. TTP was ≤24 hours in 85.3% of episodes. Antibiotic pre-treatment (adjusted OR 1.77; 95%CI 1.14-2.74, p<0.01) was independently associated with prolonged TTP. The probability of bacteremia, if BC had remained negative for 24 hours, was 1.8% (95% CI 1.46-2.14). CONCLUSION With adequate hospital logistics, the probability of positive blood cultures after 24 hours of negative cultures was low. Combined with clinical reassessment, knowledge of this low probability may contribute to prioritization of the differential diagnosis and decisions on antimicrobial therapy. As a potential antibiotic stewardship tool, this strategy warrants further prospective investigation.
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Affiliation(s)
- Merel M. C. Lambregts
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands
| | - Alexandra T. Bernards
- Department of Microbiology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Leo G. Visser
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands
| | - Mark G. de Boer
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands
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Keyser A, Philipp A, Zeman F, Lubnow M, Lunz D, Zimmermann M, Schmid C. Percutaneous Cannulation for Extracorporeal Life Support in Severely and Morbidly Obese Patients. J Intensive Care Med 2018; 35:919-926. [PMID: 30231666 DOI: 10.1177/0885066618801547] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Extracorporeal life support systems are well-established devices for treating patients with acute cardiopulmonary failure. Severe or morbid obesity may result in complications such as limb ischemia, bleeding, unsuccessful cannulation, or infection at the cannulation sites. This article reports on our experience with cannulation and associated complications in severely and morbidly obese patients. METHODS Between January 2006 and September 2016, 153 severely or morbidly obese patients with a body mass index >35 kg/m2 were cannulated percutaneously for extracorporeal life support at our center. Among those, 115 patients were treated with venovenous extracorporeal membrane oxygenation (VV ECMO) for acute lung failure and 38 patients with venoarterial extracorporeal membrane oxygenation (VA ECMO) for cardiogenic shock. Complications related to percutaneous access and long-term follow-up were analyzed retrospectively. Primary focus was on the success of cannulation, outcome, thrombosis, bleeding, limb ischemia, and infection at the cannulation site. Normal-weight patients receiving extracorporeal life support served as control. RESULTS Percutaneous cannulation was successfully performed in all patients. Eighty-five (74%) patients were weaned from VV ECMO and 20 (52%) patients were weaned from VA ECMO. Limb ischemia requiring surgical intervention occurred in 5 (3%) patients, bleeding in 7 (5%) patients, and wound infection in 3 (2%) patients. In all other patients, decannulation was uneventful. These data as well as the long-term survival rates were comparable to those of normal-weight patients (P > .05). CONCLUSION Percutaneous vessel cannulation for extracorporeal life support systems is generally feasible. Therefore, percutaneous cannulation may well be performed in severely and morbidly obese patients. Patient outcome rather depends on appropriate support than on anatomy.
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Affiliation(s)
- Andreas Keyser
- Department of Cardiothoracic Surgery, University Medical Center Regensburg, Regensburg, Germany
| | - Alois Philipp
- Department of Cardiothoracic Surgery, University Medical Center Regensburg, Regensburg, Germany
| | - Florian Zeman
- Center for Clinical Studies, University Medical Center Regensburg, Regensburg, Germany
| | - Matthias Lubnow
- Department of Cardiology, University Medical Center Regensburg, Regensburg, Germany
| | - Dirk Lunz
- Department of Anesthesiology, University Medical Center Regensburg, Regensburg, Germany
| | - Markus Zimmermann
- Department of Anesthesiology, University Medical Center Regensburg, Regensburg, Germany
| | - Christof Schmid
- Department of Cardiothoracic Surgery, University Medical Center Regensburg, Regensburg, Germany
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Greenberg JA, Hohmann SF, James BD, Shah RC, Hall JB, Kress JP, David MZ. Hospital Volume of Immunosuppressed Patients with Sepsis and Sepsis Mortality. Ann Am Thorac Soc 2018; 15:962-969. [PMID: 29856657 PMCID: PMC6322036 DOI: 10.1513/annalsats.201710-819oc] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Accepted: 06/01/2018] [Indexed: 12/29/2022] Open
Abstract
RATIONALE Immunosuppressive medical conditions are risk factors for mortality from severe infections. It is unknown whether hospital characteristics affect this risk. OBJECTIVES To determine whether the odds of death for an immunosuppressed patient with sepsis relative to a nonimmunosuppressed patient with sepsis varies according to the hospital's yearly case volume of immunosuppressed patients with sepsis. METHODS Patients with sepsis at hospitals in the Vizient database were characterized as immunosuppressed or not immunosuppressed on the basis of diagnosis codes and medication use. Hospitals were grouped into quartiles based on their average volumes of immunosuppressed patients with sepsis per year. Multilevel logistic regression with clustering of patients by hospital was used to determine whether the odds of in-hospital death from sepsis owing to a suppressed immune state varied by hospital quartile. RESULTS There were 350,183 patients with sepsis at 60 hospitals in the Vizient database from 2010 to 2012. Immunosuppressed patients with sepsis at the 15 hospitals in the lowest quartile (64 to 224 immunosuppressed patients with sepsis per year) had an increased odds of in-hospital death relative to nonimmunosuppressed patients with sepsis at these hospitals (adjusted odds ratio, 1.38; 95% confidence interval, 1.27-1.50; P < 0.001). The odds of in-hospital death for immunosuppressed patients with sepsis relative to nonimmunosuppressed patients with sepsis was similar for patients at hospitals in the second, third, and fourth quartiles (225 to 1,056 immunosuppressed patients with sepsis per year). The adjusted odds of death from sepsis owing to a suppressed immune state of 1.21 (95% confidence interval, 1.18-1.25; P < 0.001) for patients at these 45 hospitals was significantly less than for patients at the 15 hospitals in the lowest quartile (P = 0.004 for difference). CONCLUSIONS The risk of death from sepsis owing to a suppressed immune state was greatest at hospitals with the lowest volume of immunosuppressed patients with sepsis. Further study is needed to determine whether this finding is related to differences in patient characteristics or in care delivery at hospitals with different amounts of exposure to immunosuppressed patients.
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Affiliation(s)
- Jared A. Greenberg
- Division of Pulmonary and Critical Care Medicine, Department of Medicine
| | - Samuel F. Hohmann
- Department of Health Systems Management
- Center for Advanced Analytics, Vizient, Chicago, Illinois
| | - Bryan D. James
- Department of Internal Medicine
- Rush Alzheimer’s Disease Center, and
| | - Raj C. Shah
- Rush Alzheimer’s Disease Center, and
- Department of Family Medicine, Rush University Medical Center, Chicago, Illinois
| | - Jesse B. Hall
- Section of Pulmonary and Critical Care Medicine, Department of Medicine, University of Chicago, Chicago, Illinois; and
| | - John P. Kress
- Section of Pulmonary and Critical Care Medicine, Department of Medicine, University of Chicago, Chicago, Illinois; and
| | - Michael Z. David
- Division of Infectious Disease, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Coopersmith CM, De Backer D, Deutschman CS, Ferrer R, Lat I, Machado FR, Martin GS, Martin-Loeches I, Nunnally ME, Antonelli M, Evans LE, Hellman J, Jog S, Kesecioglu J, Levy MM, Rhodes A. Surviving sepsis campaign: research priorities for sepsis and septic shock. Intensive Care Med 2018; 44:1400-1426. [PMID: 29971592 PMCID: PMC7095388 DOI: 10.1007/s00134-018-5175-z] [Citation(s) in RCA: 149] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Accepted: 04/11/2018] [Indexed: 02/06/2023]
Abstract
Objective To identify research priorities in the management, epidemiology, outcome and underlying causes of sepsis and septic shock. Design A consensus committee of 16 international experts representing the European Society of Intensive Care Medicine and Society of Critical Care Medicine was convened at the annual meetings of both societies. Subgroups had teleconference and electronic-based discussion. The entire committee iteratively developed the entire document and recommendations. Methods Each committee member independently gave their top five priorities for sepsis research. A total of 88 suggestions (ESM 1 - supplemental table 1) were grouped into categories by the committee co-chairs, leading to the formation of seven subgroups: infection, fluids and vasoactive agents, adjunctive therapy, administration/epidemiology, scoring/identification, post-intensive care unit, and basic/translational science. Each subgroup had teleconferences to go over each priority followed by formal voting within each subgroup. The entire committee also voted on top priorities across all subgroups except for basic/translational science. Results The Surviving Sepsis Research Committee provides 26 priorities for sepsis and septic shock. Of these, the top six clinical priorities were identified and include the following questions: (1) can targeted/personalized/precision medicine approaches determine which therapies will work for which patients at which times?; (2) what are ideal endpoints for volume resuscitation and how should volume resuscitation be titrated?; (3) should rapid diagnostic tests be implemented in clinical practice?; (4) should empiric antibiotic combination therapy be used in sepsis or septic shock?; (5) what are the predictors of sepsis long-term morbidity and mortality?; and (6) what information identifies organ dysfunction? Conclusions While the Surviving Sepsis Campaign guidelines give multiple recommendations on the treatment of sepsis, significant knowledge gaps remain, both in bedside issues directly applicable to clinicians, as well as understanding the fundamental mechanisms underlying the development and progression of sepsis. The priorities identified represent a roadmap for research in sepsis and septic shock. Electronic supplementary material The online version of this article (10.1007/s00134-018-5175-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Craig M Coopersmith
- Department of Surgery and Emory Critical Care Center, Emory University, Atlanta, GA, USA
| | - Daniel De Backer
- Chirec Hospitals, Université Libre de Bruxelles, Brussels, Belgium.
| | - Clifford S Deutschman
- Department of Pediatrics, Cohen Children's Medical Center, Northwell Health, New Hyde Park, NY, USA.,The Feinstein Institute for Medical Research/Elmezzi Graduate School of Molecular Medicine, Manhasset, NY, USA
| | - Ricard Ferrer
- Intensive Care Department, Vall d'Hebron University Hospital, Barcelona, Spain.,Shock, Organ Dysfunction and Resuscitation (SODIR) Research Group, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Ishaq Lat
- Rush University Medical Center, Chicago, IL, USA
| | | | - Greg S Martin
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, Grady Memorial Hospital and Emory Critical Care Center, Emory University, Atlanta, GA, USA
| | - Ignacio Martin-Loeches
- Multidisciplinary Intensive Care Research Organization (MICRO), Department of Intensive Care Medicine, Trinity Centre for Health Sciences, St James's University Hospital, Dublin, Ireland
| | | | - Massimo Antonelli
- Department of Anesthesiology and Intensive Care Medicine, Fondazione Policlinico Universitario A.Gemelli-Università Cattolica del Sacro Cuore, Rome, Italy
| | - Laura E Evans
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Bellevue Hospital Center and New York University School of Medicine, New York, NY, USA
| | - Judith Hellman
- University of California, San Francisco, San Francisco, CA, USA
| | - Sameer Jog
- Deenanath Mangeshkar Hospital and Research Center, Pune, India
| | - Jozef Kesecioglu
- Department of Intensive Care Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Mitchell M Levy
- Rhode Island Hospital, Alpert Medical School at Brown University, Providence, RI, USA
| | - Andrew Rhodes
- Department of Adult Critical Care, St George's University Hospitals NHS Foundation Trust and St George's University of London, London, UK
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Sacha GL, Lam SW, Duggal A, Torbic H, Bass SN, Welch SC, Butler RS, Bauer SR. Predictors of response to fixed-dose vasopressin in adult patients with septic shock. Ann Intensive Care 2018; 8:35. [PMID: 29511951 PMCID: PMC5840112 DOI: 10.1186/s13613-018-0379-5] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Accepted: 02/26/2018] [Indexed: 01/23/2023] Open
Abstract
Background Vasopressin is often utilized for hemodynamic support in patients with septic shock. However, the most appropriate patient to initiate therapy in is unknown. This study was conducted to determine factors associated with hemodynamic response to fixed-dose vasopressin in patients with septic shock. Methods Single-center, retrospective cohort of patients receiving fixed-dose vasopressin for septic shock for at least 6 h with concomitant catecholamines in the medical, surgical, or neurosciences intensive care unit (ICU) at a tertiary care center. Patients were classified as responders or non-responders to fixed-dose vasopressin. Response was defined as a decrease in catecholamine dose requirements and achievement of mean arterial pressure ≥ 65 mmHg at 6 h after initiation of vasopressin. Results A total of 938 patients were included: 426 responders (45%), 512 non-responders (55%). Responders had lower rates of in-hospital (57 vs. 72%; P < 0.001) and ICU mortality (50 vs. 68%; P < 0.001), and increased ICU-free days at day 14 and hospital-free days at day 28 (2.3 ± 3.8 vs. 1.6 ± 3.3; P < 0.001 and 4.2 ± 7.2 vs. 2.8 ± 6.0; P < 0.001, respectively). On multivariable analysis, non-medical ICU location was associated with increased response odds (OR 1.70; P = 0.0049) and lactate at vasopressin initiation was associated with decreased response odds (OR 0.93; P = 0.0003). Factors not associated with response included APACHE III score, SOFA score, corticosteroid use, and catecholamine dose. Conclusion In this evaluation, 45% responded to the addition of vasopressin with improved outcomes compared to non-responders. The only factors found to be associated with vasopressin response were ICU location and lactate concentration.
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Affiliation(s)
- Gretchen L Sacha
- Department of Pharmacy, Cleveland Clinic, 9500 Euclid Avenue (Hb-105), Cleveland, OH, 44195, USA.
| | - Simon W Lam
- Department of Pharmacy, Cleveland Clinic, 9500 Euclid Avenue (Hb-105), Cleveland, OH, 44195, USA
| | - Abhijit Duggal
- Respiratory Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Heather Torbic
- Department of Pharmacy, Cleveland Clinic, 9500 Euclid Avenue (Hb-105), Cleveland, OH, 44195, USA
| | - Stephanie N Bass
- Department of Pharmacy, Cleveland Clinic, 9500 Euclid Avenue (Hb-105), Cleveland, OH, 44195, USA
| | - Sarah C Welch
- Department of Pharmacy, Cleveland Clinic, 9500 Euclid Avenue (Hb-105), Cleveland, OH, 44195, USA
| | - Robert S Butler
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Seth R Bauer
- Department of Pharmacy, Cleveland Clinic, 9500 Euclid Avenue (Hb-105), Cleveland, OH, 44195, USA
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Diabetes Is Not Associated With Increased 90-Day Mortality Risk in Critically Ill Patients With Sepsis. Crit Care Med 2017; 45:e1026-e1035. [PMID: 28737575 DOI: 10.1097/ccm.0000000000002590] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
OBJECTIVES To determine the association of pre-existing diabetes, hyperglycemia, and hypoglycemia during the first 24 hours of ICU admissions with 90-day mortality in patients with sepsis admitted to the ICU. DESIGN We used mixed effects logistic regression to analyze the association of diabetes, hyperglycemia, and hypoglycemia with 90-day mortality (n = 128,222). SETTING All ICUs in the Netherlands between January 2009 and 2014 that participated in the Dutch National Intensive Care Evaluation registry. PATIENTS All unplanned ICU admissions in patients with sepsis. INTERVENTIONS The association between 90-day mortality and pre-existing diabetes, hyperglycemia, and hypoglycemia, corrected for other factors, was analyzed using a generalized linear mixed effect model. MEASUREMENTS AND MAIN RESULTS In a multivariable analysis, diabetes was not associated with increased 90-day mortality. In diabetes patients, only severe hypoglycemia in the absence of hyperglycemia was associated with increased 90-day mortality (odds ratio, 2.95; 95% CI, 1.19-7.32), whereas in patients without pre-existing diabetes, several combinations of abnormal glucose levels were associated with increased 90-day mortality. CONCLUSIONS In the current retrospective large database review, diabetes was not associated with adjusted 90-day mortality risk in critically ill patients admitted with sepsis.
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Bunkenborg G, Bitsch Hansen T, Hølge-Hazelton B. Handing over patients from the ICU to the general ward: A focused ethnographical study of nurses' communication practice. J Adv Nurs 2017; 73:3090-3101. [PMID: 28677173 DOI: 10.1111/jan.13377] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/31/2017] [Indexed: 01/17/2023]
Abstract
AIM To explore nursing practice and perception of engaging in communicative interaction when handing over multi-morbid patients from the ICU to general medical or surgical wards. BACKGROUND Communication failures impose risks to patient safety. ICU and general ward nurses communicate in writing and verbally when handing over patients from one setting to another. A deeper understanding of nurses' communicative interaction and of nurses' perception of their interaction is crucial to facilitate clinical interventions focusing to improve patient safety. DESIGN An explorative, qualitative design using focused ethnography was applied to the study. METHODS Participant observation of 22 clinical situations of handing over patients from the ICU to general wards was conducted in November and December 2015, followed by five focus group interviews, three interviews with general ward nurses and two with ICU nurses in January-February 2016. Observation notes and interview transcripts were analysed using content analysis. FINDINGS The theme "Communicative interaction as a process of sharing and adopting ownership" and the subtheme "Communicative interaction influenced by nurses individual expectations towards patient status and the handing over process" emerged from observation notes. From transcribed focus group interviews, the theme "Balancing and negotiating when passing on, consuming and adapting knowledge" was identified. CONCLUSION A lack of shared goals regarding handing over patients from a high monitoring unit to general wards causes communicative and collaborative difficulties, loss of information and potential risks to patients. Organizational attention in relation to ICU discharge is crucial to improve collaboration, communication and patient safety.
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Affiliation(s)
- Gitte Bunkenborg
- Department of Anesthesiology, Holbaek University Hospital, Holbaek, Denmark
| | - Tina Bitsch Hansen
- Department of Anesthesiology, Holbaek University Hospital, Holbaek, Denmark
| | - Bibi Hølge-Hazelton
- Zealand University Hospital, Roskilde & The Institute of Regional Health Research, University of Southern Denmark, Denmark
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Laher AE, Watermeyer MJ, Buchanan SK, Dippenaar N, Simo NCT, Motara F, Moolla M. A review of hemodynamic monitoring techniques, methods and devices for the emergency physician. Am J Emerg Med 2017; 35:1335-1347. [PMID: 28366285 DOI: 10.1016/j.ajem.2017.03.036] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Revised: 03/15/2017] [Accepted: 03/16/2017] [Indexed: 02/07/2023] Open
Abstract
The emergency department (ED) is frequently the doorway to the intensive care unit (ICU) for a significant number of critically ill patients presenting to the hospital. Hemodynamic monitoring (HDM) which is a key component in the effective management of the critically ill patient presenting to the ED, is primarily concerned with assessing the performance of the cardiovascular system and determining the correct therapeutic intervention to optimise end-organ oxygen delivery. The spectrum of hemodynamic monitoring ranges from simple clinical assessment and routine bedside monitoring to point of care ultrasonography and various invasive monitoring devices. The clinician must be aware of the range of available techniques, methods, interventions and technological advances as well as possess a sound approach to basic hemodynamic monitoring prior to selecting the optimal modality. This article comprises an in depth discussion of an approach to hemodynamic monitoring techniques and principles as well as methods of predicting fluid responsiveness as it applies to the ED clinician. We review the role, applicability and validity of various methods and techniques that include; clinical assessment, passive leg raising, blood pressure, finger based monitoring devices, the mini-fluid challenge, the end-expiratory occlusion test, central venous pressure monitoring, the pulmonary artery catheter, ultrasonography, bioreactance and other modern invasive hemodynamic monitoring devices.
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Affiliation(s)
- Abdullah E Laher
- Department of Emergency Medicine, Faculty of Health Sciences, University of the Witwatersrand, South Africa; Department of Critical Care, Faculty of Health Sciences, University of the Witwatersrand, South Africa.
| | - Matthew J Watermeyer
- Department of Emergency Medicine, Faculty of Health Sciences, University of the Witwatersrand, South Africa
| | - Sean K Buchanan
- Department of Emergency Medicine, Faculty of Health Sciences, University of the Witwatersrand, South Africa
| | - Nicole Dippenaar
- Department of Emergency Medicine, Faculty of Health Sciences, University of the Witwatersrand, South Africa
| | | | - Feroza Motara
- Department of Emergency Medicine, Faculty of Health Sciences, University of the Witwatersrand, South Africa
| | - Muhammed Moolla
- Department of Emergency Medicine, Faculty of Health Sciences, University of the Witwatersrand, South Africa; Department of Critical Care, Faculty of Health Sciences, University of the Witwatersrand, South Africa
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Shankar-Hari M, Rubenfeld GD. Understanding Long-Term Outcomes Following Sepsis: Implications and Challenges. Curr Infect Dis Rep 2016; 18:37. [PMID: 27709504 PMCID: PMC5052282 DOI: 10.1007/s11908-016-0544-7] [Citation(s) in RCA: 122] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Sepsis is life-threating organ dysfunction due to infection. Incidence of sepsis is increasing and the short-term mortality is improving, generating more sepsis survivors. These sepsis survivors suffer from additional morbidities such as higher risk of readmissions, cardiovascular disease, cognitive impairment and of death, for years following index sepsis episode. In the first year following index sepsis episode, approximately 60 % of sepsis survivors have at least one rehospitalisation episode, which is most often due to infection and one in six sepsis survivors die. Sepsis survivors also have a higher risk of cognitive impairment and cardiovascular disease contributing to the reduced life expectancy seen in this population, when assessed with life table comparisons. For optimal design of interventional trials to reduce these bad outcomes in sepsis survivors, in-depth understanding of major risk factors for these morbid events, their modifiability and a causal relationship to the pathobiology of sepsis is essential. This review highlights the recent advances, clinical and methodological challenges in our understanding of these morbid events in sepsis survivors.
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Affiliation(s)
- Manu Shankar-Hari
- Critical Care Medicine, Guy's and St Thomas' NHS Foundation Trust, 1st Floor, East Wing, St Thomas' Hospital, London, SE17EH, UK.
- Division of Asthma, Allergy and Lung Biology, Kings College London, London, SE1 9RT, UK.
| | - Gordon D Rubenfeld
- Interdepartmental Division of Critical Care Medicine, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, D5 03, Toronto, ON, M4N 3M5, Canada
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Holler JG, Henriksen DP, Mikkelsen S, Rasmussen LM, Pedersen C, Lassen AT. Shock in the emergency department; a 12 year population based cohort study. Scand J Trauma Resusc Emerg Med 2016; 24:87. [PMID: 27364493 PMCID: PMC4929750 DOI: 10.1186/s13049-016-0280-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2016] [Accepted: 06/21/2016] [Indexed: 11/10/2022] Open
Abstract
Background The knowledge of the frequency and associated mortality of shock in the emergency department (ED) is limited. The aim of this study was to describe the incidence, all-cause mortality and factors associated with death among patients suffering shock in the ED. Methods Population-based cohort study at an University Hospital ED in Denmark from January 1, 2000, to December 31, 2011. All patients aged ≥18 years living in the hospital catchment area with a first time ED presentation with shock (n = 1646) defined as hypotension (systolic blood pressure (SBP) ≤100 mmHg)) and ≥1 organ failures. Outcomes were annual incidence per 100,000 person-years at risk (pyar), all-cause mortality at 0–7, and 8–90 days and risk factors associated with death. Results We identified 1646 of 438,191 (0.4 %) ED patients with shock at arrival. Incidence of shock increased from 53.8 to 80.6 cases per 100,000 pyar. The 7-day, and 90-day mortality was 23.1 % (95 % CI: 21.1–25.1) and 40.7 % (95 % CI: 38.3–43.1), respectively. Independent predictors of 7-day mortality were: age (adjusted HR 1.03 (95 % CI: 1.03–1.04), and number of organ failures (≥3 organ failures; adjusted HR 3.13 95 % CI: 2.28–4.30). Age, comorbidity level and number of organ failure were associated with 90-day mortality. Conclusion Shock is a frequent and critical finding in the ED, carrying a 7- and, 90- day mortality of 23.1 and 40.7 %, respectively. Age and number of organ failures are independent prognostic factors for death within 7 days, whereas age, comorbidity and organ failures are of significance within 8–90 days.
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Affiliation(s)
- Jon Gitz Holler
- Department of Emergency Medicine, Odense University Hospital, Sdr Boulevard 29, Entrance 130, 1. Floor 5000, Odense C, Denmark.
| | | | - Søren Mikkelsen
- Department of Anesthesiology and Intensive Care Medicine, Odense University Hospital, Odense C, Denmark
| | - Lars Melholt Rasmussen
- Centre for Individualized Medicine in Arterial Diseases (CIMA) Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense C, Denmark
| | - Court Pedersen
- Department of Infectious Diseases, Odense University Hospital, Odense C, Denmark
| | - Annmarie Touborg Lassen
- Department of Emergency Medicine, Odense University Hospital, Sdr Boulevard 29, Entrance 130, 1. Floor 5000, Odense C, Denmark
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Soubani AO, Chen W, Jang H. The outcome of acute respiratory distress syndrome in relation to body mass index and diabetes mellitus. Heart Lung 2015; 44:441-447. [PMID: 26212460 DOI: 10.1016/j.hrtlng.2015.06.007] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2015] [Revised: 06/19/2015] [Accepted: 06/19/2015] [Indexed: 12/15/2022]
Abstract
OBJECTIVE To determine the 28 day mortality of patients with ARDS in relation to body mass index (BMI) and presence diabetes mellitus (DM). DESIGN Retrospective cohort study of patients enrolled in the ARDS Network randomized controlled trials. RESULTS 2914 patients were enrolled in these trials. 112 patients were underweight (BMI < 18.5), 948 patients were normal range (18.5 ≤ BMI < 25.0), 801 patients were overweight (25.0 ≤ BMI < 30.0), 687 patients were obese (30.0 ≤ BMI < 40.0), and 175 patients were severely obese (BMI ≥ 40.0). 469 patients had DM. There was no significant difference in the 28 day mortality in relation to BMI or presence of DM (underweight adjusted OR, 1.217; 95% CI, 0.749-1.979; overweight adjusted OR, 0.887; 95% CI, 0.696-1.131; obese adjusted OR, 0.812; 95% CI, 0.624-1.056; severely obese adjusted OR, 1.102; 95% CI, 0.716-1.695; and DM adjusted OR, 0.938; 95% CI, 0.728-1.208). CONCLUSIONS The short term mortality in patients with ARDS is not affected by BMI or the presence of DM.
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Affiliation(s)
- Ayman O Soubani
- Section of Pulmonary and Critical Care Medicine, Wayne State University School of Medicine, Detroit, MI, USA.
| | - Wei Chen
- Department of Oncology, Karmanos Cancer Center, Wayne State University School of Medicine, Detroit, MI, USA
| | - Hyejeong Jang
- Department of Oncology, Karmanos Cancer Center, Wayne State University School of Medicine, Detroit, MI, USA
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Effect of Early Intervention on Long-Term Outcomes of Critically Ill Cancer Patients Admitted to ICUs. Crit Care Med 2015; 43:1439-48. [PMID: 25803653 DOI: 10.1097/ccm.0000000000000989] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES The objective of this observational study was to evaluate whether early intervention was associated with improved long-term outcomes in critically ill patients with cancer. DESIGN Retrospective analysis with prospectively collected data. SETTING A university-affiliated, tertiary referral hospital. PATIENTS Consecutive critically ill cancer patients who were managed by a medical emergency team before ICU admission between January 2010 and December 2012. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS During the study period, 525 critically ill cancer patients were admitted to the ICU with respiratory failure (41.7%) and severe sepsis or septic shock (40.6%) following medical intervention by a medical emergency team. Of 356 ICU survivors, 161 (45.2%) received additional treatment for cancer after ICU discharge. Mortality was 66.1% at 6 months and 72.8% at 1 year. Median time from physiological derangement to intervention before ICU admission was significantly shorter in 1-year survivors (1.3 hr; interquartile range, 0.5-4.8 hr) than it was in nonsurvivors (2.9 hr; interquartile range, 0.8-9.6 hr) (p< 0.001). Additionally, the early intervention (≤ 1.5 hr) group had a lower 30-day mortality rate than the late intervention (> 1.5 hr) group (29.0% vs 55.3%; p < 0.001) and a similar difference in mortality rate was observed up to 1 year. Other factors associated with 1-year mortality were illness severity, performance status, malignancy status, presence of more than three abnormal physiological variables, time from derangement to ICU admission, and the need for mechanical ventilation. Even after adjusting for potential confounding factors, early intervention was significantly associated with 1-year mortality (adjusted hazard ratio, 0.456; 95% CI, 0.348-0.597; p < 0.001). CONCLUSION Early intervention for clinical derangement on general wards was significantly associated with long-term outcomes in critically ill cancer patients.
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Puxty K, McLoone P, Quasim T, Kinsella J, Morrison D. Survival in solid cancer patients following intensive care unit admission. Intensive Care Med 2014; 40:1409-28. [PMID: 25223853 DOI: 10.1007/s00134-014-3471-9] [Citation(s) in RCA: 105] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2014] [Accepted: 08/26/2014] [Indexed: 01/20/2023]
Abstract
PURPOSE One in seven patients admitted to intensive care units (ICU) has a cancer diagnosis but evidence on their expected outcomes after admission has not been synthesised. METHODS Systematic literature review of solid cancer adult patients admitted to ICU from 2000 onwards using EMBASE and MEDLINE electronic databases. RESULTS There were 48 papers identified that reported survival in ICU patients with solid cancers. ICU mortality was reported in 35 studies comprising a total sample of 25,339 patients and ranging from 4.5 to 85 %. The average mortality of the distribution of reported mortality rates within ICU was 31.2 % (95 % CI 24.0-39.0 %). Hospital mortality was reported in 31 studies across a total sample of 74,061 patients. The average hospital mortality was 38.2 % (33.8-42.7 %) and ranged from 4.6 to 76.8 %. Poorer physiological score, invasive mechanical ventilation and poor functional status were associated with higher mortality. CONCLUSIONS Several factors have been associated with poor survival in ICU cancer patients; however, primary research is still needed to describe outcomes in cancer patients with sufficient case mix and treatment details to be of prognostic value to clinicians.
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Affiliation(s)
- Kathryn Puxty
- NHS Greater Glasgow and Clyde, Glasgow, Scotland, UK,
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Abstract
PURPOSE OF REVIEW Increased use of advanced life-sustaining measures in patients with poor long-term expectations secondary to more chronic organ dysfunctions, comorbidities and/or a poor quality of life has become a worrying trend over the last decade. This can lead to futile, disproportionate or inappropriate care in the ICU. This review summarizes the causes and consequences of disproportionate care in the ICU. RECENT FINDINGS Disproportionate care seems to be common in European and North American ICUs. The initiation and prolongation of disproportionate care can be related to hospital facilities, healthcare providers, the patient and his/her representatives and society. This can have serious consequences for patients, their relatives, physicians, nurses and society. SUMMARY Disproportionate care is common in western ICUs. It can lead to violation of basic bioethical principles, suffering of patients and relatives and compassion fatigue and moral distress in healthcare providers. Avoiding inappropriate use of ICU resources and disproportionate care in the ICU should have high priority for ICU managers but also for every healthcare provider taking care of patients at the bedside.
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Relationship between early inflammatory response and clinical evolution of the severe multiorgan failure in mechanical circulatory support-treated patients. Mediators Inflamm 2014; 2014:281790. [PMID: 25132729 PMCID: PMC4123561 DOI: 10.1155/2014/281790] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2014] [Revised: 06/27/2014] [Accepted: 06/27/2014] [Indexed: 01/23/2023] Open
Abstract
Background. The mechanical circulatory support (MCS) is an effective treatment in critically ill patients with end-stage heart failure (ESHF) that, however, may cause a severe multiorgan failure syndrome (MOFS) in these subjects. The impact of altered inflammatory response, associated to MOFS, on clinical evolution of MCS postimplantation patients has not been yet clarified. Methods. Circulating cytokines, adhesion molecules, and a marker of monocyte activation (neopterin) were determined in 53 MCS-treated patients, at preimplant and until 2 weeks. MOFS was evaluated by total sequential organ failure assessment score (tSOFA). Results. During MCS treatment, 32 patients experienced moderate MOFS (tSOFA < 11; A group), while 21 patients experienced severe MOFS (tSOFA ≥ 11) with favorable (B group) or adverse (n = 13, C group) outcomes. At preimplant, higher values of left ventricular ejection fraction (LVEF) and estimated glomerular filtration rate (eGFR) were the only parameter independently associated with A group. In C group, during the first postoperative week, high levels of interleukin-8 (IL-8) and tumor necrosis factor (TNF)-α, and an increase of neopterin and adhesion molecules, precede tSOFA worsening and exitus. Conclusions. The MCS patients of C group show an excessive release to IL-8 and TNF-α, and monocyte-endothelial activation after surgery, that might contribute to the unfavourable evolution of severe MOFS.
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Viana MV, Moraes RB, Fabbrin AR, Santos MF, Torman VBL, Vieira SR, Gross JL, Canani LH, Gerchman F. Contrasting effects of preexisting hyperglycemia and higher body size on hospital mortality in critically ill patients: a prospective cohort study. BMC Endocr Disord 2014; 14:50. [PMID: 24941997 PMCID: PMC4072488 DOI: 10.1186/1472-6823-14-50] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2013] [Accepted: 06/11/2014] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Obesity and diabetes mellitus are well-defined risk factors for cardiovascular mortality. The impact of antecedent hyperglycemia and body size on mortality in critical ill patients in intensive care units (ICUs) may vary across their range of values. Therefore, we prospectively analyzed the relationship between in-hospital mortality and preexisting hyperglycemia and body size in critically ill ICU patients to understand how mortality varied among normal, overweight, and obese patients and those with low, intermediate, and high glycated hemoglobin (HbA1c) levels. METHODS Medical history, weight, height, physiologic variables, and HbA1c were obtained during the first 24 h for patients who were consecutively admitted to the high complexity ICU of Hospital de Clínicas de Porto Alegre, Brazil, from April to August 2011. The relationships between mortality and obesity and antecedent hyperglycemia were prospectively analyzed by cubic spline analysis and a Cox proportional hazards model. RESULTS The study comprised 199 patients. The overall hospital mortality rate was 43.2% during a median 16 (8-28) days of follow-up. There was a progressive risk of in-hospital mortality with higher HbA1c levels, with the relationship becoming significant at HbA1c >9.3% compared with lower levels (hazard ratio 1.74; 95% confidence interval with Bonferroni correction 1.49-2.80). In contrast, mean body mass index (BMI) was higher in survivors than in nonsurvivors (27.2 kg/m2 ± 7.3 vs. 24.7 kg/m2 ± 5.0 P = 0.031, respectively). Cubic spline analysis showed that these relationships differed nonlinearly through the spectrum of BMI values. In a Cox proportional hazards model adjusted for Acute Physiology and Chronic Health Evaluation II score and HbA1c, the risk of in-hospital mortality progressively decreased with increasing BMI (BMI <20 vs. 20-23.9 kg/m2, P = 0.032; BMI <20 vs. 24-34.9 kg/m2, P = 0.010; BMI <20 vs. ≥35 kg/m2, P = 0.032). CONCLUSIONS Our findings suggest that significant hyperglycemia prior to ICU admission is a risk factor for in-hospital mortality. Conversely, increasing BMI may confer an advantageous effect against mortality in critical illness independently of previous glycemic control.
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Affiliation(s)
- Marina Verçoza Viana
- Intensive Care Unit, Division of Endocrinology, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Rafael Barberena Moraes
- Intensive Care Unit, Division of Endocrinology, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Amanda Rodrigues Fabbrin
- Division of Endocrinology, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Manoella Freitas Santos
- Division of Endocrinology, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Vanessa Bielefeldt Leotti Torman
- Department of Statistics, Federal University of Rio Grande do Sul, and Research and Post-Graduation Group, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Silvia Regina Vieira
- Intensive Care Unit, Division of Endocrinology, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Jorge Luiz Gross
- Division of Endocrinology, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Luis Henrique Canani
- Division of Endocrinology, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Fernando Gerchman
- Division of Endocrinology, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
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Allareddy V, Rampa S, Nalliah RP, Allareddy V. Longitudinal discharge trends and outcomes after hospitalization for mouth cellulitis and Ludwig angina. Oral Surg Oral Med Oral Pathol Oral Radiol 2014; 118:524-31. [PMID: 25216950 DOI: 10.1016/j.oooo.2014.06.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2013] [Revised: 05/06/2014] [Accepted: 06/03/2014] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Objective is to provide longitudinal discharge trends and hospitalization outcomes in patients hospitalized because of mouth cellulitis or Ludwig angina. METHODS Nationwide Inpatient Sample for years 2004 to 2010 was used. All hospitalizations with primary diagnosis of cellulitis or Ludwig angina were selected. Discharge trends were examined. RESULTS A total of 29,228 hospitalizations occurred as a result of mouth cellulitis/Ludwig angina; 55% of all hospitalizations were male patients; 68% were aged 21 to 60 years. Non-whites comprised close to 40%. The uninsured comprised 22.3%. Ninety-nine patients died in hospitals. The total hospitalization charges across the entire United States over the study period was $772.57 million. Factors associated with increased hospitalization charges included, age, co-morbid burden, insurance status, race, teaching status of hospital, and geographic location. CONCLUSIONS Uninsured non-whites, those with high co-morbid burden, and those aged 21 to 60 years tended to be hospitalized consistently over the study period.
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Affiliation(s)
- Veerasathpurush Allareddy
- Associate Professor, Department of Orthodontics, College of Dentistry, The University of Iowa, Iowa City, IA.
| | - Sankeerth Rampa
- Graduate student, Texas A and M University Health Science Center School of Rural Public Health, College Station, TX
| | - Romesh P Nalliah
- Instructor, Department of Global Health, Harvard School of Dental Medicine, Boston, MA
| | - Veerajalandhar Allareddy
- Assistant Professor, Department of Pediatric Critical Care, Case Western Reserve University School of Medicine, Cleveland, OH
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Ogura H, Gando S, Saitoh D, Takeyama N, Kushimoto S, Fujishima S, Mayumi T, Araki T, Ikeda H, Kotani J, Miki Y, Shiraishi SI, Suzuki K, Suzuki Y, Takuma K, Tsuruta R, Yamaguchi Y, Yamashita N, Aikawa N. Epidemiology of severe sepsis in Japanese intensive care units: a prospective multicenter study. J Infect Chemother 2013; 20:157-62. [PMID: 24530102 DOI: 10.1016/j.jiac.2013.07.006] [Citation(s) in RCA: 81] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2013] [Revised: 06/07/2013] [Accepted: 07/28/2013] [Indexed: 11/28/2022]
Abstract
Severe sepsis is a leading cause of morbidity and mortality in the intensive care unit (ICU). We conducted a prospective multicenter study to evaluate epidemiology and outcome of severe sepsis in Japanese ICUs. The patients were registered at 15 general critical care centers in Japanese tertiary care hospitals when diagnosed as having severe sepsis. Of 14,417 patients, 624 (4.3%) were diagnosed with severe sepsis. Demographic and clinical characteristics at enrollment (Day 1), physiologic and blood variables on Days 1 and 4, and mortality were evaluated. Mean age was 69.0 years, and initial mean Acute Physiology and Chronic Health Evaluation (APACHE) II and Sequential Organ Failure Assessment (SOFA) scores were 23.4 and 8.6, respectively. The 28-day mortality was 23.1%, and overall hospital mortality was 29.5%. SOFA score and disseminated intravascular coagulation (DIC) score were consistently higher in nonsurvivors than survivors on Days 1 and 4. SOFA score, DIC score on Days 1 and 4, and hospital mortality were higher in patients with than without septic shock. SOFA score on Days 1 and 4 and hospital mortality were higher in patients with than without DIC. Logistic regression analyses showed age, presence of septic shock, DIC, and cardiovascular dysfunction at enrollment to be predictors of 28-day mortality and presence of comorbidity to be an additional predictor of hospital mortality. Presence of septic shock or DIC resulted in approximately twice the mortality of patients without each factor, whereas the presence of comorbidity may be a significant predictor of delayed mortality in severe sepsis.
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Affiliation(s)
- Hiroshi Ogura
- Department of Traumatology and Acute Critical Medicine, Osaka University Graduate School of Medicine, 2-15 Yamadaoka, Suita, Osaka 565-0871, Japan.
| | - Satoshi Gando
- Division of Acute and Critical Care Medicine, Department of Anesthesiology and Critical Care Medicine, Hokkaido University Graduate School of Medicine, Kita 2 jou Nishi 5, Kitaku, Sapporo, Hokkaido 060-8638, Japan
| | - Daizoh Saitoh
- Division of Traumatology, Research Institute, National Defense Medical College, 3-2 Namiki, Tokorozawa, Saitama 359-8513, Japan
| | - Naoshi Takeyama
- Department of Emergency and Acute Intensive Care Medicine, Fujita Health University, Dengakugakubo 1-98, Kutsukake-cho, Toyoake, Aichi 470-1192, Japan
| | - Shigeki Kushimoto
- Division of Emergency Medicine, Tohoku University Graduate School of Medicine, Seiryoumachi 2-1, Aobaku, Sendai, Miyagi 980-8575, Japan
| | - Seitaro Fujishima
- Department of Emergency & Critical Care Medicine, School of Medicine, Keio University, Shinanomachi 35, Shinjuku-ku, Tokyo 160-8582, Japan
| | - Toshihiko Mayumi
- Emergency Center, Department of Emergency and Critical Care Medicine, Ichinomiya Municipal Hospital, Bunkyo 2-2-22, Ichinomiya, Aichi 491-8558, Japan
| | - Tsunetoshi Araki
- Department of Emergency & Critical Care Medicine, Trauma Center St. Mary's Hospital, Tsubukuhonmachi 422, Kurume, Fukuoka 830-8543, Japan
| | - Hiroto Ikeda
- Department of Emergency Medicine, Trauma and Resuscitation Center, Teikyo University School of Medicine, Kaga 2-11-1, Itabashi-ku, Tokyo 173-8606, Japan
| | - Joji Kotani
- Department of Emergency, Critical Care and Disaster Medicine, Hyogo College of Medicine, Mukogawa 1-1, Nishinomiya, Hyogo 663-8501, Japan
| | - Yasuo Miki
- Advanced Critical Care Center, Aichi Medical University Hospital, Yazakokarimata 1-1, Nagakute, Aichi 480-1195, Japan
| | - Shin-Ichiro Shiraishi
- Department of Emergency and Critical Care Medicine, Nippon Medical School, Sendagi 1-1-5, Bunkyou-ku, Tokyo 113-8603, Japan
| | - Koichiro Suzuki
- Department of Acute Medicine, Kawasaki Medical School, Matsushima 577, Kurashiki, Okayama 701-0114, Japan
| | - Yasushi Suzuki
- Department of Critical Care Medicine, Iwate Medical University, Uchimaru 19-1, Morioka, Iwate 020-8505, Japan
| | - Kiyotsugu Takuma
- Emergency & Critical Care Center, Kawasaki Municipal Hospital, Shinkawadori 12-1, Kawasaki-ku, Kawasaki, Kanagawa 210-0013, Japan
| | - Ryosuke Tsuruta
- Advanced Medical Emergency & Critical Care Center, Yamaguchi University Hospital, Minamikogushi 1-1-1, Ube, Yamaguchi 755-8505, Japan
| | - Yoshihiro Yamaguchi
- Department of Trauma & Critical Care Medicine, Kyorin University, School of Medicine, Shinkawa 6-20-2, Mitaka, Tokyo 181-8611, Japan
| | - Norio Yamashita
- Department of Emergency & Critical Care Medicine, School of Medicine, Kurume University, Asahimachi 67, Kurume, Fukuoka 830-0011, Japan
| | - Naoki Aikawa
- Department of Emergency & Critical Care Medicine, School of Medicine, Keio University, Shinanomachi 35, Shinjuku-ku, Tokyo 160-8582, Japan
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Marshall JC. The PIRO (predisposition, insult, response, organ dysfunction) model: toward a staging system for acute illness. Virulence 2013; 5:27-35. [PMID: 24184604 PMCID: PMC3916380 DOI: 10.4161/viru.26908] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Multimodal therapy for diseases like cancer has only become practicable following the development of staging systems like the TNM (tumor, nodes, metastases) system. Staging enables the identification of subgroups of patients with a disease who not only have a differing prognosis, but who are also more likely to benefit from a specific therapeutic modality. Critically ill patients represent a highly heterogeneous population for whom multiple therapeutic options are potentially available, each carrying not only the potential for differential benefit, but also the potential for differential harm. The PIRO system (predisposition, insult, response, organ dysfunction) is a template proposal for a staging system for acute illness that incorporates assessment of pre-morbid baseline susceptibility (predisposition), the specific disorder responsible for acute illness (insult), the response of the host to that insult, and the resulting degree of organ dysfunction. However the creation of a valid, robust, and clinically useful system presents significant challenges arising from the complexity of the disease state, the lack of a clear phenotype, the confounding influence of the effects of therapy and of cultural and socio-economic factors, and the relatively low profile of acute illness with clinicians and the general public. This review summarizes the rationale for such a model of illness stratification and the results of preliminary cohort studies testing the concept. It further proposes two strategies for building a staging system, recognizing that this will be a demanding undertaking that will require decades of work.
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Affiliation(s)
- John C Marshall
- Departments of Surgery and Critical Care Medicine; University of Toronto; Toronto, ON Canada; The Keenan Research Centre of the Li Ka Shing Knowledge Institute; St. Michael's Hospital; University of Toronto; Toronto, ON Canada; The Interdepartmental Division of Critical Care Medicine; University of Toronto; Toronto, ON Canada
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