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Vujaklija Brajkovic A, Kosuta I, Batur L, Sundalic S, Medic M, Vujevic A, Bielen L, Babel J. Patients admitted in the intensive care unit after solid organ or bone marrow transplantation: Retrospective cohort study. World J Transplant 2025; 15:98975. [DOI: 10.5500/wjt.v15.i1.98975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 09/27/2024] [Accepted: 10/25/2024] [Indexed: 11/26/2024] Open
Abstract
BACKGROUND Solid organ transplantation (SOT) and hematopoietic stem cell transplantation (HSCT) revolutionized the survival and quality of life of patients with malignant diseases, various immunologic, and metabolic disorders or those associated with a significant impairment in a patient's quality of life.
AIM To investigate admission causes and treatment outcomes of patients after SOT or HSCT treated in a medical intensive care unit (ICU).
METHODS We conducted a single-center, retrospective epidemiological study in the medical ICU at the University Hospital Centre Zagreb, Croatia covering the period from January 1, 2018 to December 31, 2023.
RESULTS The study included 91 patients with either SOT [28 patients (30.8%)] or HSCT [63 patients (69.2%)]. The median age was 56 (43.2-64.7) years, and 60.4% of the patients were male. Patients with SOT had more comorbidities than patients after HSCT [χ² (5, n = 141) = 18.513, P < 0.001]. Sepsis and septic shock were the most frequent reasons for admission, followed by acute respiratory insufficiency in patients following HSCT. Survival rate significantly differed between SOT and HSCT [χ² (1, n = 91) = 21.767, P < 0.001]. ICU survival was 57% in the SOT and 12.7 % in the HSCT group. The need for mechanical ventilation [χ² (1, n = 91) = 17.081, P < 0.001] and vasopressor therapy [χ² (1, n = 91) = 36.803, P < 0.001] was associated with survival. The necessity for acute renal replacement therapy did not influence patients' survival [χ² (1, n = 91) = 0.376, P = 0.54]. In the subgroup of patients with infection, 90% had septic shock, and the majority had positive microbiological samples, mostly Gram-negative bacteria. The ICU survival of patients with sepsis/septic shock cumulatively was 15%. The survival of SOT patients with sepsis/shock was 45%.
CONCLUSION Patients with SOT or HSCT are frequently admitted to the ICU due to sepsis and septic shock. Despite advancements in critical care, the mortality rate of patients with refractory septic shock and multiorgan failure in this patient population is extremely high. Early recognition and timely ICU admittance might improve the outcome of patients, especially after HSCT.
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Affiliation(s)
- Ana Vujaklija Brajkovic
- Department of Internal Medicine, University Hospital Centre Zagreb, Zagreb 10000, Croatia
- School of Medicine, University of Zagreb, Zagreb 10000, Croatia
| | - Iva Kosuta
- Department of Internal Medicine, University Hospital Centre Zagreb, Zagreb 10000, Croatia
| | - Lucija Batur
- Department of Internal Medicine, University Hospital Centre Zagreb, Zagreb 10000, Croatia
| | - Sara Sundalic
- Department of Internal Medicine, University Hospital Centre Zagreb, Zagreb 10000, Croatia
| | - Marijana Medic
- Department of Internal Medicine, University Hospital Centre Zagreb, Zagreb 10000, Croatia
| | - Andro Vujevic
- Department of Internal Medicine, University Hospital Centre Zagreb, Zagreb 10000, Croatia
| | - Luka Bielen
- Department of Internal Medicine, University Hospital Centre Zagreb, Zagreb 10000, Croatia
- School of Medicine, University of Zagreb, Zagreb 10000, Croatia
| | - Jaksa Babel
- Department of Internal Medicine, University Hospital Centre Zagreb, Zagreb 10000, Croatia
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Shi S, Zhang L, Zhang S, Shi J, Hong D, Wu S, Pan X, Lin W. Developing a rapid screening tool for high-risk ICU patients of sepsis: integrating electronic medical records with machine learning methods for mortality prediction in hospitalized patients-model establishment, internal and external validation, and visualization. J Transl Med 2025; 23:97. [PMID: 39838426 PMCID: PMC11753157 DOI: 10.1186/s12967-025-06102-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 01/08/2025] [Indexed: 01/23/2025] Open
Abstract
OBJECTIVES To develop a machine learning-based prediction model using clinical data from the first 24 h of ICU admission to enable rapid screening and early intervention for sepsis patients. METHODS This multicenter retrospective cohort study analyzed electronic medical records of sepsis patients using machine learning methods. We evaluated model performance in predicting sepsis outcomes within the first 24 h of ICU admission across US and Chinese healthcare settings. RESULTS From 31 clinical features, machine learning models demonstrated significantly better predictive performance than traditional approaches for sepsis outcomes. While linear regression achieved low test scores (0.25), machine learning methods reached scores of 0.78 and AUCs above 0.8 in testing. Importantly, these models maintained robust performance (scores 0.63-0.77) in external validation. CONCLUSIONS The application of machine learning-based prediction models for sepsis could significantly improve patient outcomes through early detection and timely intervention in the critical first 24 h of ICU admission, supporting clinical decision-making.
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Affiliation(s)
- Songchang Shi
- Department of Critical Care Medicine, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital South Branch, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, People's Republic of China
| | - Lihui Zhang
- Department of Critical Care Medicine, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital South Branch, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, People's Republic of China
| | - Shujuan Zhang
- Department of Critical Care Medicine, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital South Branch, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, People's Republic of China
| | - Jinyang Shi
- Fujian Medical University, Fuzhou, 350001, People's Republic of China
| | - Donghuang Hong
- Department of Critical Care Medicine, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, People's Republic of China
| | - Siqi Wu
- Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, People's Republic of China
| | - Xiaobin Pan
- Department of Critical Care Medicine, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital South Branch, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350001, People's Republic of China
| | - Wei Lin
- Department of Endocrinology, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, No 134 Dongjie Street, Gulou District, Fuzhou, Fujian, 350001, People's Republic of China.
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Todi S, Mehta Y, Zirpe K, Dixit S, Kulkarni AP, Gurav S, Chandankhede SR, Govil D, Saha A, Saha AK, Arunachala S, Borawake K, Bhosale S, Ray S, Gupta R, Kuragayala SD, Samavedam S, Shah M, Hegde A, Gopal P, Ansari AS, Sarkar AK, Pandit R. A multicentre prospective registry of one thousand sepsis patients admitted in Indian ICUs: (SEPSIS INDIA) study. Crit Care 2024; 28:375. [PMID: 39563464 PMCID: PMC11577944 DOI: 10.1186/s13054-024-05176-8] [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: 09/27/2024] [Accepted: 11/15/2024] [Indexed: 11/21/2024] Open
Abstract
BACKGROUND Sepsis is a global health problem with high morbidity and mortality. Low- and middle-income countries have a higher incidence and poorer outcome with sepsis. Large epidemiological studies in sepsis using Sepsis-3 criteria, addressing the process of care and deriving predictors of mortality are scarce in India. METHOD A multicentre, prospective sepsis registry was conducted using Sepsis 3 criteria of suspected or confirmed infection and SOFA score of 2 or more in 19 ICUs in India over a period of one year (August 2022-July 2023). All adult patients admitted to the Intensive Care Unit who fulfilled the Sepsis 3 criteria for sepsis and septic shock were included. Patient infected with Covid 19 were excluded. Patients demographics, severity, admission details, initial resuscitation, laboratory and microbiological data and clinical outcome were recorded. Performance improvement programs as recommended by the Surviving Sepsis guideline were noted from the participating centers. Patients were followed till discharge or death while in hospital. RESULTS Registry Data of 1172 patients with sepsis (including 500 patients with septic shock) were analysed. The average age of the study cohort was 65 years, and 61% were male. The average APACHE II and SOFA score was 21 and 6.7 respectively. The majority of patients had community-acquired infections, and lung infections were the most common source. Of all culture positive results, 65% were gram negative organism. Carbapenem-resistance was identified in 50% of the gram negative blood culture isolates. The predominant gram negative organisms were Klebsiella spp (25%), Escherechia coli (24%) and Acinetobacter Spp (11%). Tropical infections (Dengue, Malaria, Typhus) constituted minority (n = 32, 2.2%) of sepsis patients. The observed hospital mortality for the entire cohort (n = 1172) was 36.3%, for those without shock (n = 672) it was 25.6% and for those with shock (n = 500) it was 50.8%. The average length of ICU and hospital stay for the study cohort was 8.64 and 11.9 respectively. In multivariate analysis adequate source control, correct choice of empiric antibiotic and the use of intravenous thiamine were protective. CONCLUSION The general demographics of the sepsis population in the Indian Sepsis Registry is comparable to Western population. The mortality of sepsis cohort was higher (36.3%) but septic shock mortality (50.8%) was comparable to Western reports. Gram negative infection was the predominant cause of sepsis with a high incidence of carbapenem resistance. Eschericia coli, Klebsiella Spp and Acinetobacter Spp were the predominant causative organism. Tropical infection constituted a minority of sepsis population with low hospital mortality. The SOFA score on admission was a comparatively better predictor of poor outcome. Sepsis secondary to nosocomial infections had the worst outcomes, while source control, correct empirical antibiotic selection, and intravenous thiamine were protective. CTRI Registration CTRI:2022/07/044516.
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Affiliation(s)
- Subhash Todi
- Department of Critical Care Medicine, Manipal Hospital Dhakuria, P-4 & 5, CIT Scheme, LXXII, Block-A, Gariahat Road, Kolkata, 700029, India.
| | - Yatin Mehta
- Medanta Institute of Critical Care and Anesthesiology, Medanta-The Medicity, Gurugram, Haryana, India
| | - Kapil Zirpe
- Neuro Trauma Intensive Care Unit, Grant Medical Foundation, Ruby Hall Clinic, Pune, India
| | | | - Atul P Kulkarni
- Division of Critical Care Medicine, Tata Memorial Hospital, Mumbai, India
- Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Sushma Gurav
- Neuro Trauma Intensive Care Unit, Grant Medical Foundation, Ruby Hall Clinic, Pune, India
| | | | - Deepak Govil
- Medanta Institute of Critical Care and Anesthesiology, Medanta-The Medicity, Gurugram, Haryana, India
| | - Amitabha Saha
- Shantiniketan Medical College, Bolpur, West Bengal, India
| | | | - Sumalatha Arunachala
- Adichunchanagiri Institute of Medical Sciences, Bellur, India
- JSS Medical College, Mysuru, Karnataka, India
| | | | - Shilpushp Bhosale
- Division of Critical Care Medicine, Tata Memorial Hospital, Mumbai, India
- Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Sumit Ray
- Holy Family Hospital, New Delhi, India
| | | | | | | | - Mehul Shah
- Sir H N Reliance Foundation and Research Centre, Mumbai, India
| | - Ashit Hegde
- P D Hinduja National Hospital, Mumbai, India
| | | | | | | | - Rahul Pandit
- Sir H N Reliance Foundation and Research Centre, Mumbai, India
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Peng H, Ou Y, Zhang R, Wang R, Wen D, Yang Q, Liu X. Monitoring vancomycin blood concentrations reduces mortality risk in critically ill patients: a retrospective cohort study using the MIMIC-IV database. Front Pharmacol 2024; 15:1458600. [PMID: 39611174 PMCID: PMC11602295 DOI: 10.3389/fphar.2024.1458600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 10/31/2024] [Indexed: 11/30/2024] Open
Abstract
Background The incidence and mortality of severe Gram-positive cocci infections are particularly high in intensive care units (ICUs). Vancomycin remains the treatment of choice for severe infections caused by Gram-positive cocci, particularly methicillin-resistant Staphylococcus aureus (MRSA). Some guidelines recommend therapeutic drug monitoring (TDM) for critically ill patients treated with vancomycin; however, there is currently a lack of evidence to support that TDM improves the mortality rates of these patients. Therefore, we designed this cohort study to compare the impact of monitoring vancomycin blood concentrations on mortality rates in critically ill patients and to provide evidence to support this routine clinical practice. Methods Data were extracted from the Medical Information Mart for Intensive Care (MIMIC)-IV database for a retrospective cohort analysis of critically ill patients receiving intravenous vancomycin treatment. The primary outcome was the 28 day mortality rate. The propensity score matching (PSM) method was used to match the baseline characteristics between patients in the TDM group and the non-TDM group. The relationship between 28 day mortality and vancomycin TDM in the critically ill cohort was evaluated using Cox proportional hazards regression analysis and Kaplan-Meier survival curves. Validation of the primary outcomes was conducted by comparing the PSM model and the Cox proportional hazards regression model. The robustness of the conclusion was subsequently verified by subgroup and sensitivity analyses. Results Data for 18,056 critically ill patients who met the study criteria were collected from the MIMIC-IV database. Of these, 7,451 patients had at least one record of vancomycin blood concentration monitoring, which we defined as the TDM group. The TDM group exhibited a 28 day mortality rate of 25.7% (1,912/7,451) compared to 16.2% in the non-TDM group (1,723/10,605). After PSM, 4,264 patients were included in each of the TDM and non-TDM groups, with a 28 day mortality rate of 20.0% (1,022/4,264) in the TDM group and 26.4% (1,126/4,264) in the non-TDM group. Multivariate Cox proportional hazards analysis revealed a significantly lower 28 day mortality risk in the TDM group when compared to the non-TDM group (adjusted hazard ratio [HR]: 0.86; 95% confidence interval [CI]: 0.79, 0.93; p < 0.001). Further PSM analyses (adjusted HR: 0.91; 95% CI: 0.84, 0.99; p = 0.033) confirmed the lower risk of mortality in the TDM group. Kaplan-Meier survival analysis revealed a significantly higher survival rate at 28 days for the TDM group (log-rank test, p < 0.001). Subgroup analysis results indicated that patients with sepsis, septic shock, estimated glomerular filtration rate ≤ 60 mL/min/1.73 m2, undergoing renal replacement therapy, using vasoactive drugs, on mechanical ventilation, and those with higher severity scores (Acute Physiology Score III ≥40, Oxford Acute Severity of Illness Score ≥30, Simplified Acute Physiology Score II ≥ 30) significantly benefited from monitoring vancomycin blood concentrations. The results remained unchanged excluding patients staying in ICU for less than 48 h or those infected with MRSA. Conclusion This cohort study showed that monitoring vancomycin blood concentrations is associated with a significantly lower 28 day mortality rate in critically ill patients, highlighting the importance of routinely performing vancomycin TDM in these patients.
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Affiliation(s)
- Huaidong Peng
- Department of Pharmacy, The Second Affiliated Hospital, Guangzhou Medical University, Guangzhou, China
| | - Yuantong Ou
- Department of Critical Care, The Second Affiliated Hospital, Guangzhou Medical University, Guangzhou, China
| | - Ruichang Zhang
- Department of Critical Care, Guangzhou Twelfth People’ Hospital, Guangzhou, China
| | - Ruolun Wang
- Department of Pharmacy, The Second Affiliated Hospital, Guangzhou Medical University, Guangzhou, China
| | - Deliang Wen
- Department of Critical Care, The Second Affiliated Hospital, Guangzhou Medical University, Guangzhou, China
| | - Qilin Yang
- Department of Critical Care, The Second Affiliated Hospital, Guangzhou Medical University, Guangzhou, China
| | - Xiaorui Liu
- Department of Pharmacy, Guangzhou Institute of Cancer Research, The Affiliated Cancer Hospital, Guangzhou Medical University, Guangzhou, China
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Al Omar S, Alshraideh JA, Oweidat I, Al Qadire M, Khalaf A, Abu Sumaqa Y, Al-Mugheed K, Saeed Alabdullah AA, Farghaly Abdelaliem SM. Mortality of patients with sepsis in intensive care units at tertiary hospitals in Jordan: Prospective cohort study. Medicine (Baltimore) 2024; 103:e40169. [PMID: 39470561 PMCID: PMC11521002 DOI: 10.1097/md.0000000000040169] [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: 07/22/2024] [Revised: 09/29/2024] [Accepted: 10/02/2024] [Indexed: 10/30/2024] Open
Abstract
The aim of this study was to describe the 30-day mortality rate of adult patients with sepsis and septic shock in 6 intensive care units of 2 tertiary hospitals in Jordan. A prospective cohort design was used. Patients with sepsis and septic shock admitted to the medical and surgical intensive care units at 2 tertiary hospitals were followed up during the period between February 2022 and June 2022 (N = 148). Data were analyzed using SPSS, version 23. Moreover, descriptive statistics, chi-square, and binary logistic regression were used. Notably, 52.7% of patients with sepsis and septic shock died within 30 days of diagnosis of sepsis and septic shock. Sequential Organ Failure Assessment score and the history of having solid tumors significantly predicted the 30-day mortality rate. Moreover, 43 (29.0%) patients with sepsis and septic shock had positive blood cultures, and 46 (31.0%) had positive urine cultures. Patients with sepsis and septic shock have a notable mortality rate that can be predicted from total Sequential Organ Failure Assessment scores and from the history of having solid tumors. Early assessment and initiation of treatment for sepsis essentially would reduce the likelihood of progression of sepsis to septic shock and would reduce associated patients' mortality.
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Affiliation(s)
- Saleh Al Omar
- Faculty of Nursing, Al-Balqa Applied University, Salt, Jordan
| | | | - Islam Oweidat
- Community and Mental Health Nursing Department, Faculty of Nursing, Zarqa University, Zarqa, Jordan
| | - Mohammad Al Qadire
- College of Nursing, Sultan Qaboos University, Muscat, Oman
- Faculty of Nursing, Al Al-Bayt University, Mafraq, Jordan
| | - Atika Khalaf
- The PRO-CARE Group, Faculty of Health Science, Kristianstad University, Kristianstad, Sweden
- Department of Nursing, Fatima College of Heath Sciences, Ajman, United Arab Emirates
| | | | | | - Amany Anwar Saeed Alabdullah
- Department of Maternity and Pediatric Nursing College of Nursing, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
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Miller JC, Cross AS, Tennant SM, Baliban SM. Klebsiella pneumoniae Lipopolysaccharide as a Vaccine Target and the Role of Antibodies in Protection from Disease. Vaccines (Basel) 2024; 12:1177. [PMID: 39460343 PMCID: PMC11512408 DOI: 10.3390/vaccines12101177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 09/19/2024] [Accepted: 09/26/2024] [Indexed: 10/28/2024] Open
Abstract
Klebsiella pneumoniae is well recognized as a serious cause of infection in healthcare-associated settings and immunocompromised individuals; however, accumulating evidence from resource-limited nations documents an alarming rise in community-acquired K. pneumoniae infections, manifesting as bacteremia and pneumonia as well as neonatal sepsis. The emergence of hypervirulent and antibiotic-resistant K. pneumoniae strains threatens treatment options for clinicians. Effective vaccination strategies could represent a viable alternative that would both preempt the need for antibiotics to treat K. pneumoniae infections and reduce the burden of K. pneumoniae disease globally. There are currently no approved K. pneumoniae vaccines. We review the evidence for K. pneumoniae lipopolysaccharide (LPS) as a vaccine and immunotherapeutic target and discuss the role of antibodies specific for the core or O-antigen determinants within LPS in protection against Klebsiella spp. disease. We expand on the known role of the Klebsiella spp. capsule and O-antigen modifications in antibody surface accessibility to LPS as well as the in vitro and in vivo effector functions reported for LPS-specific antibodies. We summarize key hypotheses stemming from these studies, review the role of humoral immunity against K. pneumoniae O-antigen for protection, and identify areas requiring further research.
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Affiliation(s)
- Jernelle C. Miller
- Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (J.C.M.); (A.S.C.); (S.M.T.)
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Alan S. Cross
- Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (J.C.M.); (A.S.C.); (S.M.T.)
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Sharon M. Tennant
- Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (J.C.M.); (A.S.C.); (S.M.T.)
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Scott M. Baliban
- Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (J.C.M.); (A.S.C.); (S.M.T.)
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA
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Binliaquat S, Arshad U, Shahid MA, Khan AY, Htet Y, Mazhar MU, Asif AE, Khan TM. Association Between Neutrophil-to-Lymphocyte Ratio and Sepsis Severity in ICU Patients. Cureus 2024; 16:e71687. [PMID: 39553003 PMCID: PMC11568867 DOI: 10.7759/cureus.71687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/17/2024] [Indexed: 11/19/2024] Open
Abstract
Background Sepsis is a potentially fatal condition that necessitates prompt identification and assessment of its severity for effective management. However, evaluating sepsis severity using the Sequential Organ Failure Assessment (SOFA) and Acute Physiology and Chronic Health Evaluation (APACHE II) scores can be complex and costly. This study aimed to assess the association between neutrophil-to-lymphocyte ratio (NLR) and sepsis severity, as well as the role of NLR as a predictive indicator of sepsis severity in ICU patients. Methods This cross-sectional study was conducted among 180 ICU-admitted patients at Benazir Bhutto Hospital (BBH) in Rawalpindi, Pakistan, from January 2022 to January 2023. Participants were enrolled using defined inclusion and exclusion criteria along with consecutive sampling. Following ethical approval and informed consent, data were collected using a self-structured form. The study population was divided into three groups based on sepsis severity, which was assessed via the SOFA score. Data analysis was performed using IBM SPSS Statistics for Windows, Version 25.0 (Released 2017; IBM Corp., Armonk, NY, USA) through chi-squared tests, one-way ANOVA, Pearson's correlation, and a simple linear regression model, with a significance threshold set at p < 0.05. Results In the study population of 180 patients, the frequencies of sepsis, severe sepsis, and septic shock were 69 (38.34%), 86 (47.78%), and 25 (13.88%), respectively. Significant variations were observed among the three study groups in the means of the PaO2/FiO2 ratio, mean arterial pressure, Glasgow Coma Scale score, total bilirubin level, serum creatinine level, platelet count, SOFA score, neutrophil count, lymphocyte count, and NLR (p < 0.05). Pearson's correlation analysis indicated a strong positive correlation between the NLR and SOFA score, with a correlation coefficient (r) of 0.80 and significance at p < 0.001. Furthermore, linear regression analysis identified NLR as a significant predictor of sepsis severity, with a beta coefficient (β) of 3.55 and a 95% CI of 1.92-5.60 (p < 0.001). Conclusions In the current study, a positive and significant correlation was found between the NLR and the severity of sepsis. Higher NLR values were associated with increased SOFA scores, indicating a greater severity of sepsis. This study supports the use of NLR as a complementary and cost-effective tool for the early detection of high-risk patients with sepsis, facilitating timely interventions and improving outcomes, particularly in under-resourced healthcare settings.
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Affiliation(s)
| | - Urooj Arshad
- Emergency Medicine, Wrightington, Wigan and Leigh NHS Foundation Trust, Wigan, GBR
| | - Muhammad Ali Shahid
- Acute Medicine, University Hospitals Coventry and Warwickshire NHS Trust, Coventry, GBR
| | - Ahmed Yar Khan
- Stroke Medicine, University Hospitals Coventry and Warwickshire NHS Trust, Coventry, GBR
| | - Yamin Htet
- Stroke Medicine, University Hospitals Coventry and Warwickshire NHS Trust, Coventry, GBR
| | - Muhammad Umair Mazhar
- Stroke Medicine, University Hospitals Coventry and Warwickshire NHS Trust, Coventry, GBR
| | - Abdul Eizad Asif
- Internal Medicine, Shalamar Medical and Dental College, Lahore, PAK
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Ali MA, Raza MT, Majeed S, Tahir U, Ahmad W, Tahir MB, Ali RS, Afzal A, Hasan MQ, Hassan M, Liaquat S, Khan TM. Correlation of Serum Albumin Levels With the Severity of Sepsis Among Intensive Care Unit Patients. Cureus 2024; 16:e71411. [PMID: 39539863 PMCID: PMC11559669 DOI: 10.7759/cureus.71411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/13/2024] [Indexed: 11/16/2024] Open
Abstract
Background Sepsis is a critical and potentially fatal medical condition characterized by significant illness and death rates. Early recognition and assessment of sepsis severity are vital for its optimal management. Determination of its severity by Sequential Organ Failure Assessment (SOFA) and Acute Physiology and Chronic Health Evaluation (APACHE) II, is quite a complex process as these score systems require complex and costly investigations. Therefore, this study was designed to determine the predictive capacity of serum albumin levels for the severity of sepsis in intensive care unit (ICU) patients. Methods This cross-sectional study was carried out on 201 ICU-admitted patients with diagnosed sepsis at Benazir Bhutto Hospital (BBH), Rawalpindi, Pakistan from March 2022 to April 2023. Recruitment of patients was performed through consecutive sampling and predefined inclusion and exclusion criteria. Prior to the data collection, ethical approval and informed consent were obtained. Data was gathered via a self-designed proforma. SOFA score was applied for the determination of the severity of sepsis. Patients were categorized into three groups based on sepsis severity (SOFA score). Data analysis was done in the Statistical Package for the Social Sciences (SPSS) version 25. Descriptive and inferential statistics compared study variables. Pearson's correlation and a simple linear regression model were used to assess the relationship between serum albumin levels and sepsis severity and the predictive capacity of serum albumin levels for sepsis severity respectively. The statistical significance of the p-value was set at less than 0.05. Results Among the 201 patients, 64 (31.84%) had sepsis, 98 (48.75%) had severe sepsis, and 39 (19.41%) had septic shock. Hypoalbuminemia was present among 119 (59.20%) patients while 82 (40.80%) patients had normal albumin levels. Significant differences were found in the total bilirubin, serum creatinine, platelet count, PaO2/FiO2 ratio, mean arterial pressure, Glasgow Coma Scale score, SOFA score, serum albumin level, and the prevalence of normal and low albumin levels across three study groups (p < 0.05). Pearson's correlation analysis showed a strong negative correlation between serum albumin level and SOFA score (correlation coefficient (r) = -0.78, p = 0.001). Linear regression analysis confirmed an inverse relationship between serum albumin levels and SOFA scores (beta coefficient = -2.70, p = 0.002). Conclusions In the present study, serum albumin level was noted as a reliable predictor of sepsis severity in ICU patients. Lower serum albumin levels were associated with higher SOFA scores, indicating more severe sepsis. This study supports the use of serum albumin as a simple and cost-effective biomarker for early identification of sepsis severity, particularly in resource-limited settings.
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Affiliation(s)
| | | | - Saqib Majeed
- Emergency, University Hospitals Coventry and Warwickshire, Coventry, GBR
| | - Urooj Tahir
- Internal Medicine, Rawalpindi Medical University, Rawalpindi, PAK
| | - Waseem Ahmad
- Colorectal Surgery, The Royal London Hospital, London, GBR
| | | | - Rana Shahzaib Ali
- Emergency Medicine, Sheikh Zayed Medical College and Hospital, Rahim Yar Khan, PAK
| | - Aleeza Afzal
- Internal Medicine, Allama Iqbal Medical College, Lahore, PAK
| | | | - Muhammad Hassan
- Internal Medicine, Allama Iqbal Medical College, Lahore, PAK
| | - Sana Liaquat
- Internal Medicine, Sheikh Zayed Medical College and Hospital, Rahim Yar Khan, PAK
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Zhang Y, Pan S, Hu Y, Ling B, Hua T, Tang L, Yang M. Establishing an artificial intelligence-based predictive model for long-term health-related quality of life for infected patients in the ICU. Heliyon 2024; 10:e35521. [PMID: 39170285 PMCID: PMC11336746 DOI: 10.1016/j.heliyon.2024.e35521] [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: 01/14/2024] [Revised: 07/30/2024] [Accepted: 07/30/2024] [Indexed: 08/23/2024] Open
Abstract
Objective To develop a model using a Chinese ICU infection patient database to predict long-term health-related quality of life (HRQOL) in survivors. Methods A patient database from the ICU of the Fourth People's Hospital in Zigong was analyzed, including data from 2019 to 2020. The subjects of the study were ICU infection survivors, and their post-discharge HRQOL was assessed through the SF-36 survey. The primary outcomes were the physical component summary (PCS) and mental component summary (MCS). We used artificial intelligence techniques for both feature selection and model building. Least absolute shrinkage and selection operator regression was used for feature selection, extreme gradient boosting (XGBoost) was used for model building, and the area under the receiver operating characteristic curve (AUROC) was used to assess model performance. Results The study included 917 ICU infection survivors. The median follow-up was 507.8 days. Their SF-36 scores, including PCS and MCS, were below the national average. The final prognostic model showed an AUROC of 0.72 for PCS and 0.63 for MCS. Within the sepsis subgroup, the predictive model AUROC values for PCS and MCS were 0.76 and 0.68, respectively. Conclusions This study established a valuable prognostic model using artificial intelligence to predict long-term HRQOL in ICU infection patients, which supports clinical decision making, but requires further optimization and validation.
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Affiliation(s)
- Yang Zhang
- The Second Department of Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230601, PR China
- Laboratory of Cardiopulmonary Resuscitation and Critical Care, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230601, PR China
| | - Sinong Pan
- The Second Department of Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230601, PR China
- Laboratory of Cardiopulmonary Resuscitation and Critical Care, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230601, PR China
| | - Yan Hu
- The Second Department of Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230601, PR China
- Laboratory of Cardiopulmonary Resuscitation and Critical Care, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230601, PR China
| | - Bingrui Ling
- The Second Department of Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230601, PR China
- Laboratory of Cardiopulmonary Resuscitation and Critical Care, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230601, PR China
| | - Tianfeng Hua
- The Second Department of Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230601, PR China
- Laboratory of Cardiopulmonary Resuscitation and Critical Care, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230601, PR China
| | - Lunxian Tang
- The Second Department of Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230601, PR China
- Department of Internal Emergency Medicine (North), Shanghai East Hospital, Tongji University School of Medicine, Shanghai, 200120, PR China
| | - Min Yang
- The Second Department of Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230601, PR China
- Laboratory of Cardiopulmonary Resuscitation and Critical Care, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230601, PR China
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Arina P, Hofmaenner DA, Singer M. Definition and Epidemiology of Sepsis. Semin Respir Crit Care Med 2024; 45:461-468. [PMID: 38968960 DOI: 10.1055/s-0044-1787990] [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: 07/07/2024]
Abstract
Here we review the epidemiology of sepsis, focusing on its definition, incidence, and mortality, as well as the demographic insights and risk factors that influence its occurrence and outcomes. We address how age, sex, and racial/ethnic disparities impact upon incidence and mortality rates. Sepsis is more frequent and severe among the elderly, males, and certain racial and ethnic groups. Poor socioeconomic status, geographic location, and pre-existing comorbidities also elevate the risk of developing and dying from sepsis. Seasonal variations, with an increased incidence during winter months, is also apparent. We delve into the predictive value of disease severity scores such as the Sequential Organ Failure Assessment score. We also highlight issues relating to coding and administrative data that can generate erroneous and misleading information, and the need for greater consistency. The Sepsis-3 definitions, offering more precise clinical criteria, are a step in the right direction. This overview will, we hope, facilitate understanding of the multi-faceted epidemiological characteristics of sepsis and current challenges.
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Affiliation(s)
- Pietro Arina
- Division of Medicine, Bloomsbury Institute of Intensive Care Medicine, University College London, London, United Kingdom
| | - Daniel A Hofmaenner
- Division of Medicine, Bloomsbury Institute of Intensive Care Medicine, University College London, London, United Kingdom
- Institute of Intensive Care Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Mervyn Singer
- Division of Medicine, Bloomsbury Institute of Intensive Care Medicine, University College London, London, United Kingdom
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11
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James Oriho L, Tena Shale W, Tesfaye Woldemariam S. The Management and Outcomes of Septic Shock Among Surgical Patients at the Jimma University Medical Center, Jimma, Ethiopia: A Prospective Study. Cureus 2024; 16:e67723. [PMID: 39318959 PMCID: PMC11421308 DOI: 10.7759/cureus.67723] [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] [Accepted: 08/25/2024] [Indexed: 09/26/2024] Open
Abstract
Background and objective Sepsis and septic shock are major healthcare issues in surgical patients admitted to the surgery ward or ICU, affecting millions of people worldwide annually, with a mortality rate between one in three and one in six of those affected. The incidence and mortality of sepsis vary greatly by region, with the highest prevalence in Sub-Saharan Africa, Oceania, South Asia, East Asia, and Southeast Asia. Of all sepsis cases in 2017, 33.1 million people suffered from ill health due to underlying infectious diseases, and 15.8 million suffered from underlying injuries or non-communicable diseases. Methods This prospective observational study was conducted at the Jimma University Medical Centre (JUMC) in Jimma town in southwest Ethiopia, from April 2023 to October 2023. All surgical patients aged ≥15 years who presented with or developed septic shock at the Jimma University Medical Centre were included. Results The study involved a total of 61 patients. The median age of the patients was 45 years [interquartile range (IQR): 40-60 years], and 77% (n=47) of the patients were male. The most frequent source of infection in this study was community-acquired infection (83.3%, n=49). The most common focus of sepsis was the intra-abdominal infection of the digestive system (82%, n=50). Lactate level testing and blood cultures before administering antibiotics were not done for all septic shock patients. Source control surgery was performed in 52.5% (n=32) of patients after developing septic shock, and 84.4% (n=27) of surgeries were performed within 24 hours. The 30-day mortality rate was 80.3%, with an ICU mortality rate of 78.94%. The median length of stay in the ICU was three days (IQR: 1-5 days), and the median length of hospital stay was six days (IQR: 2-15 days). Conclusions The mortality rate in our cohort was higher compared to that in studies from high-income and low-income countries. There was poor adherence and compliance with the Surviving Sepsis Campaign (SSC) (the one-hour bundle) guidelines. The length of stay in hospitals and ICUs was lower compared to studies from high-income countries due to the high early mortality rates.
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Affiliation(s)
- Langa James Oriho
- Department of Surgery, College of Public Health and Medical Sciences, Jimma University, Jimma, ETH
| | - Wongel Tena Shale
- Department of Surgery, College of Public Health and Medical Sciences, Jimma University, Jimma, ETH
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Önal U, Akyol Seyhan D, Ketenoğlu OB, Mert Vahabi M, Başkol Elik D, Memetali SC, Şanlıdağ İşbilen G, Bulut Avşar C, Kaya A, Uyan-Önal A, Yalçın N, Guliyeva G, Dirik Ş, Acet O, Akdağ D, Görür MD, Bozbıyık O, Göktepe B, Gümüş T, Çankayalı İ, Demirağ K, Uyar M, Sipahi H, Erdem HA, Işıkgöz Taşbakan M, Arda B, Aydemir Ş, Ulusoy S, Sipahi OR. Importance of Source Control in the Subgroup of Intra-Abdominal Infections for Septic Shock Patients: Analysis of 390 Cases. Mediterr J Hematol Infect Dis 2024; 16:e2024051. [PMID: 38984090 PMCID: PMC11232688 DOI: 10.4084/mjhid.2024.051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 06/14/2024] [Indexed: 07/11/2024] Open
Abstract
Background This study aimed to evaluate the epidemiology of septic shock (SS) associated with intraabdominal infections (IAI) as well as associated mortality and efficacy of early source control in a tertiary-care educational hospital. Methods Patients who had SS with IAI and consulted by Infectious Diseases consultants between December 2013 and October 2022 during night shifts in our centre were analyzed retrospectively. Results A total number of 390 patients were included. Overall, 30-day mortality was 42.5% on day 3, while day 14 and 30 mortality rates were 63.3% and 71.3%, respectively. Source control by surgical or percutaneous operation was performed in 123 of 390 cases (31.5%), and the mortality rate was significantly lower in cases that were performed source control at any time during SS (65/123-52.8% vs 213/267-79.8%, p<0.001). In 44 of 123 cases (35.7%), source control was performed during the first 12 hours, and mortality was significantly lower in this group versus others (24/44-54.5% vs 254/346-73.4%, p=0.009). On the other hand, female gender (p<0.001, odds ratio(OR)= 2.943, 95%CI=1.714-5.054), diabetes mellitus (p= 0.014, OR=2.284, 95%CI=1.179-4.424), carbapenem-resistant Gram-negative etiology (p=0.011, OR=4.386, 95%CI=1.398-13.759), SOFA≥10 (p<0.001, OR=3.036, 95%CI=1.802-5.114), lactate >3 mg/dl (p<0.001, OR=2.764, 95%CI=1.562-4.891) and lack of source control (p=0.001, OR=2.796, 95%CI=1.523-5.133) were significantly associated with 30-day mortality in logistic regression analysis. Conclusion Source control has a vital importance in terms of mortality rates for IAI-related septic shock patients. Our study underscores the need for additional research, as the present analysis indicates that early source control does not manifest as a protective factor in logistic regression.
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Affiliation(s)
- Uğur Önal
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
- Uludag University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bursa, Turkey
| | - Deniz Akyol Seyhan
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
- Kanuni Sultan Süleyman Research and Teaching Hospital, İstanbul, Turkey
| | - Olcay Buse Ketenoğlu
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
| | - Merve Mert Vahabi
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
| | - Dilşah Başkol Elik
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
- Turgutlu State Hospital, Manisa, Turkey
| | - Seichan Chousein Memetali
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
| | - Gamze Şanlıdağ İşbilen
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
| | - Cansu Bulut Avşar
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
- Tınaztepe Hospital, İzmir, Turkey
| | - Arda Kaya
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
| | - Ayse Uyan-Önal
- Yüksek İhtisas Research and Teaching Hospital, Department of Infectious Diseases and Clinical Microbiology, Bursa, Turkey
| | - Nazlıhan Yalçın
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
| | - Günel Guliyeva
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
- Liv Bona Dea Hospital, Baku, Azerbaijan
| | - Şükrü Dirik
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
| | - Oğuzhan Acet
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
| | - Damla Akdağ
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
- Başakşehir Çam and Sakura City Hospital, İstanbul, Turkey
| | - Melike Demir Görür
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
| | - Osman Bozbıyık
- Ege University, Faculty of Medicine, Department of General Surgery, Bornova, Izmir, Turkey
| | - Berk Göktepe
- Ege University, Faculty of Medicine, Department of General Surgery, Bornova, Izmir, Turkey
| | - Tufan Gümüş
- Ege University, Faculty of Medicine, Department of General Surgery, Bornova, Izmir, Turkey
| | - İlkin Çankayalı
- Ege University, Faculty of Medicine, Department of Anesthesiology and Intensive Care, Bornova, Izmir, Turkey
| | - Kubilay Demirağ
- Ege University, Faculty of Medicine, Department of Anesthesiology and Intensive Care, Bornova, Izmir, Turkey
| | - Mehmet Uyar
- Ege University, Faculty of Medicine, Department of Anesthesiology and Intensive Care, Bornova, Izmir, Turkey
| | - Hilal Sipahi
- Bornova Directory of Health, Bornova, Izmir, Turkey
| | - Huseyin Aytac Erdem
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
| | - Meltem Işıkgöz Taşbakan
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
| | - Bilgin Arda
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
| | - Şöhret Aydemir
- Ege University, Faculty of Medicine, Department of Microbiology, Bornova, Izmir, Turkey
| | - Sercan Ulusoy
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
| | - Oguz Resat Sipahi
- Ege University, Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Bornova, Izmir, Turkey
- King Hamad University Hospital, Bahrain Oncology Center, Department of Oncology Infectious Diseases, AlMuharraq, Bahrain
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Ercan G, Saylav Bora E, Çınaroğlu OS, Karaali R, Erbas O. Hydroxychloroquine attenuates sepsis-induced acute respiratory distress syndrome in rats. ULUS TRAVMA ACIL CER 2024; 30:465-471. [PMID: 38967533 PMCID: PMC11331349 DOI: 10.14744/tjtes.2024.98855] [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: 03/16/2024] [Revised: 03/27/2024] [Accepted: 06/04/2024] [Indexed: 07/06/2024]
Abstract
BACKGROUND This study investigates the effects of hydroxychloroquine (HCQ) on a sepsis-induced acute respiratory distress syndrome (ARDS) model in rats, initiated by a fecal intraperitoneal injection procedure (FIP). METHODS Three groups were established: control (n=8), FIP + saline (n=7), and FIP + HCQ (20 mg/kg/day) (n=9). Blood samples were collected for arterial blood gas and biochemical analyses, and bilateral pneumonectomy was performed for histopathologic examination. RESULTS In the FIP + saline group, PaO2 decreased and PaCO2 increased, whereas these levels normalized in the FIP + HCQ group compared to the control (p<0.001 and p<0.05, respectively). Histopathological scores for alveolar congestion, perivascular/interstitial edema, hemorrhage in alveolar tissue, leukocyte infiltration or aggregation in air spaces/vascular walls, and alveolar wall/hyaline membrane thickness increased in the FIP + saline group compared to the control group (p<0.01). These scores decreased in the FIP + HCQ group compared to the FIP + saline group (p<0.01). HCQ reversed the sepsis-induced increase in malondialdehyde, tumor necrosis factor-alpha, interleukin-6, and lactic acid. CONCLUSION HCQ may be an effective and safe option to mitigate the severe progression of ARDS.
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Affiliation(s)
- Gulcin Ercan
- Department of General Surgery, Sultan 2. Abdulhamid Han Educational and Research Hospital, Istanbul Provincial Directorate of Health, Istanbul-Türkiye
| | - Ejder Saylav Bora
- Department of Emergency Medicine, Izmir Katip Çelebi University Faculty of Medicine, Izmir-Türkiye
| | - Osman Sezer Çınaroğlu
- Department of Emergency Medicine, Izmir Katip Çelebi University Faculty of Medicine, Izmir-Türkiye
| | - Rezan Karaali
- Department of Emergency Medicine, Izmir Demokrasi University Faculty of Medicine, Izmir-Türkiye
| | - Oytun Erbas
- Department of Physiology, Demiroğlu University Faculty of Medicine, İstanbul-Türkiye
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Ma Z, Jiang Z, Li H, Lu A, Wu S, Lu H, Wen W, Wang L, Yuan F. Prevalence, early predictors, and outcomes of sepsis in neurocritical illnesses: A prospective cohort study. Am J Infect Control 2024; 52:827-833. [PMID: 38281685 DOI: 10.1016/j.ajic.2024.01.017] [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: 10/20/2023] [Revised: 01/22/2024] [Accepted: 01/23/2024] [Indexed: 01/30/2024]
Abstract
BACKGROUND Patients with neurocritically illness are an under-recognized population at high risk of sepsis. We aimed to investigate the prevalence, early predictors, and outcomes of sepsis in neuro-ICU. METHODS Daily and accumulative incidences of sepsis in neuro-ICU were explored. Demographics, medical history, baseline disease severity scores, and baseline biomarkers regarding inflammation, immunology, organ function, and nutritional status were collected and analyzed as potential predictors of sepsis. Logistic regression analyses were used to determine the independent predictors, and a nomogram was used to estimate the individual probability of sepsis in neuro-ICU. RESULTS 153 patients were included in this study. Fifty-nine (38.6%) patients developed sepsis, and 21 (14%) patients developed septic shock. More than 86% of the septic cases occurred within the first week. Sequential organ failure assessment score ((relative risk) RR 1.334, P = .026), history of diabetes (RR 2.346, P = .049), and transferrin (RR 0.128, P = .042) on admission are independent predictors of sepsis. Septic patients had significantly higher mortality (P = .011), higher medical cost (P = .028), and a lower rate of functional independence (P = .010), compared to patients without sepsis. CONCLUSIONS Sepsis afflicted more than one-third of neurocritically-ill patients and occurred mostly in the first week of admission. History of diabetes, serum transferrin, and sequential organ failure assessment score on admission were early predictors. Sepsis led to significantly worse outcomes and higher medical costs.
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Affiliation(s)
- Zhaohui Ma
- Department of Neurocritical Care, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Zeping Jiang
- Department of Neurocritical Care, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China; Department of Internal Medicine, Puning Hospital of Chinese Medicine, Puning, Guangdong, China
| | - Huiping Li
- Department of Neurocritical Care, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Aili Lu
- Department of Neurocritical Care, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Shibiao Wu
- Department of Neurocritical Care, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Hongji Lu
- Department of Neurocritical Care, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Wanxing Wen
- Department of Neurocritical Care, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Lixin Wang
- Department of Neurocritical Care, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China; State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangzhou, China.
| | - Fang Yuan
- Department of Neurocritical Care, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China; State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangzhou, China.
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Budhiraja A, Karuna T, Khan F, Kumar S, Shaji N, Bajaj E, Purwar S, Pakhare A, Joshi R, Saigal S, Khadanga S. Predictors of thirty-day mortality among patients with blood stream infection with WHO priority pathogens: single centre exploratory study from a referral teaching hospital in central India. IRANIAN JOURNAL OF MICROBIOLOGY 2024; 16:285-292. [PMID: 39005600 PMCID: PMC11245355 DOI: 10.18502/ijm.v16i3.15748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
Abstract
Background and Objectives Bloodstream infection (BSI) is defined by the presence of viable microorganisms in the bloodstream. BSI is one of the major causes of sepsis and subsequent adverse clinical outcomes all across the globe. The present study was undertaken to identify clinico-epidemio-microbiological variables associated with 30-day mortality in patients having BSI with WHO priority pathogens. Materials and Methods The study was conducted at a public sector tertiary care institute in central India from April 2019 to March 2021. Blood samples collected from patients with clinical suspicion of sepsis, were processed by automated bacterial culture system and interpreted as per CLSI guidelines. Calculated sample size was 150. Data was analyzed by R software. Results Respiratory tract infection was the most common source (43.3%) of BSI, followed by the gastrointestinal (20%) and urinary tract (18.7%). Among the patients, 33% required invasive mechanical ventilation, and 31% required inotropes. Diabetes mellitus (DM) was the most common co-morbidity (34%). The incidence of multi-drug resistant organisms (MDRO) was 59.3%. Escherichia coli was the most commonly (24%) isolated organism, followed by Klebsiella pneumoniae (17.3%) and Acinetobacter baumannii (16%). Conclusion Higher age, higher qSOFA score / SIRS score / mean SOFA score at presentation had higher mortality. Use of mechanical ventilation and inotropes during treatment and isolation of critical category organisms of WPP and multi drug resistant organisms were independent 30-day mortality predictors.
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Affiliation(s)
- Akshit Budhiraja
- Department of General Medicine, AIIMS Bhopal, Saket Nagar, Bhopal, India
| | - Tadepalli Karuna
- Department of Microbiology, AIIMS Bhopal, Saket Nagar, Bhopal, India
| | - Farhan Khan
- Department of Community and Family Medicine, AIIMS Bhopal, Saket Nagar, Bhopal, India
| | - Shweta Kumar
- Department of General Medicine, AIIMS Bhopal, Saket Nagar, Bhopal, India
| | - Namitha Shaji
- Department of General Medicine, AIIMS Bhopal, Saket Nagar, Bhopal, India
| | - Ehsaas Bajaj
- Department of General Medicine, Undergraduate Student, AIIMS Bhopal, Saket Nagar, Bhopal, India
| | - Shashank Purwar
- Department of Microbiology, AIIMS Bhopal, Saket Nagar, Bhopal, India
| | - Abhijit Pakhare
- Department of Community and Family Medicine, AIIMS Bhopal, Saket Nagar, Bhopal, India
| | - Rajnish Joshi
- Department of General Medicine, AIIMS Bhopal, Saket Nagar, Bhopal, India
| | - Saurabh Saigal
- Department of Critical Care, AIIMS Bhopal, Saket Nagar, Bhopal, India
| | - Sagar Khadanga
- Department of General Medicine, AIIMS Bhopal, Saket Nagar, Bhopal, India
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Baykara N. Clinical Characteristics, Outcomes, and Risk Factors for Mortality in Pregnant/Puerperal Women with COVID-19 Admitted to ICU in Turkey: A Multicenter, Retrospective Study from a Middle-Income Country. J Intensive Care Med 2024; 39:577-594. [PMID: 38320979 DOI: 10.1177/08850666231222838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2024]
Abstract
BACKGROUND Coronaviruses have been the cause of 3 major outbreaks during the last 2 decades. Information on coronavirus diseases in pregnant women is limited, and even less is known about seriously ill pregnant women. Data are also lacking regarding the real burden of coronavirus disease 2019 (COVID-19) infection in pregnant women from low/middle-income countries. The aim of this study was to determine the characteristics and clinical course of COVID-19 in pregnant/puerperal women admitted to ICUs in Turkey. METHODS This was a national, multicenter, retrospective study. The study population comprised all SARS-CoV-2-infected pregnant/puerperal women admitted to participating ICUs between 1 March 2020 and 1 January 2022. Data regarding demographics, comorbidities, illness severity, therapies, extrapulmonary organ injuries, non-COVID-19 infections, and maternal and fetal/neonatal outcomes were recorded. LASSO logistic regression and multiple logistic regression analyses were used to identify predictive variables in terms of ICU mortality. RESULTS A total of 597 patients (341 pregnant women, 255 puerperal women) from 59 ICUs in 44 hospitals were included and of these patients, 87.1% were unvaccinated. The primary reason for ICU admission was acute hypoxemic respiratory failure in 522 (87.4%), acute hypoxemic respiratory failure plus shock in 14 (2.3%), ischemic cerebrovascular accident (CVA) in 5 (0.8%), preeclampsia/eclampsia/HELLP syndrome in 6 (1.0%), and post-caesarean follow-up in 36 (6.0%). Nonsurvivors were sicker than survivors upon ICU admission, with higher APACHE II (p < 0.001) and SOFA scores (p < 0.001). A total of 181 (30.3%) women died and 280 (46.6%) had received invasive mechanical ventilation (IMV). Myocardial injury, the highest SOFA score during ICU stay, LDH levels on admission, the highest levels of AST during ICU stay, average daily dose of corticosteroids, IMV, prophylactic dose anticoagulation (compared with therapeutic dose anticoagulation), PaO2/FiO2 ratio <100, pulmonary embolism, and shock were identified as predictors of mortality. Rates of premature birth (46.4%), cesarean section (53.7%), fetal distress (15.3%), stillbirth (6.5%), and low birth weight (19.4%) were high. Rates of neonatal death (8%) and respiratory distress syndrome (21%) were also high among live-born infants. CONCLUSIONS Severe/critical COVID-19 infection during the pregnancy/puerperal period was associated with high maternal mortality and fetal/neonatal complication rates in Turkey.
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Affiliation(s)
- Nur Baykara
- Department of Anesthesiology, Division of Critical Care, School of Medicine, Kocaeli University, Kocaeli, Turkey
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Alıcı Ş, Öztürk Birge A. The frequency of sepsis-associated delirium in intensive care unit and its effect on nurse workload. J Clin Nurs 2024. [PMID: 38822493 DOI: 10.1111/jocn.17298] [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: 10/26/2023] [Revised: 05/11/2024] [Accepted: 05/15/2024] [Indexed: 06/03/2024]
Abstract
AIM To determine the frequency of sepsis-associated delirium (SAD) in the intensive care unit and its effect on nurse workload. DESIGN A cross-sectional and correlational design was used. METHODS The study was conducted with 158 patients in the adult intensive care unit of a hospital between October 28 and July 28, 2022. Data analysis included frequency, chi-squared/fisher's exact test, independent samples t-test, correlation analysis, simple and multiple linear regression analyses. The study adhered to the STROBE guidelines. RESULTS Sepsis was detected in 12.7% of the patients, delirium in 39.9%, and SAD in 10.1%. SAD was more common in males (19%) and 56.3% of the patients were admitted to the unit from the emergency department. Patients developing SAD had significantly higher age and mean sequential organ failure evaluation, acute physiology and chronic health evaluation II, and C-reactive protein and lactate scores, but their Glasgow Coma Scale scores were significantly low. There was a moderate positive relationship between the patients' Sequential Organ Failure Assessment score and the presence of SAD. The most common source of infection in patients diagnosed with SAD was bloodstream infection (44.4%). SAD significantly increased nurse workload and average care time (1.8 h) and it explained 22.8% of the total variance in nurse workload. Additionally, the use of antibiotics, vasopressors and invasive mechanical ventilation significantly increased nurse workload. CONCLUSION In the study, in patients who developed SAD increased nurse workload and average care time significantly. Preventive nursing approaches and effective management of SAD can reduce the rate of development of SAD and nurse workload. IMPLICATIONS FOR THE PROFESSION AND PATIENT CARE It is important to work with routine screening, prevention and patient-nurse ratio appropriate to the workload for SAD.
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Affiliation(s)
- Şerife Alıcı
- Department of Nursing, Ankara University, Institute of Health Sciences, Ankara, Turkey
| | - Ayşegül Öztürk Birge
- Department of Internal Medicine Nursing, Ankara University Faculty of Nursing, Ankara, Turkey
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Zhou Y, Zhang YQ, Huang SJ, Liang Y, Liang X, Wali M, Feng YD. Urgent one-stage endoscopic treatment for choledocholithiasis related moderate to severe acute cholangitis: A propensity score-matched analysis. World J Gastroenterol 2024; 30:2118-2127. [PMID: 38681983 PMCID: PMC11045478 DOI: 10.3748/wjg.v30.i15.2118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 02/19/2024] [Accepted: 03/27/2024] [Indexed: 04/19/2024] Open
Abstract
BACKGROUND During emergency endoscopic retrograde cholangiopancreatography (ERCP), the safety and feasibility of performing one-stage endoscopic treatment for patients with acute cholangitis (AC) due to choledocholithiasis are unclear. AIM To investigate the safety and feasibility of one-stage endoscopic treatment for moderate to severe AC. METHODS We enrolled all patients diagnosed with moderate to severe cholangitis due to common bile duct stones from January 2019 to July 2023. The outcomes were compared in this study between patients who underwent ERCP within 24 h and those who underwent ERCP 24 h later, employing a propensity score (PS) framework. Our primary outcomes were intensive care unit (ICU) admission rates, ICU length of stay, and duration of antibiotic use. RESULTS In total, we included 254 patients and categorized them into two groups based on the time elapsed between admission and intervention: The urgent group (≤ 24 h, n = 102) and the elective group (> 24 h, n = 152). Ninety-three pairs of patients with similar characteristics were selected by PS matching. The urgent ERCP group had more ICU admissions (34.4% vs 21.5%, P = 0.05), shorter ICU stays (3 d vs 9 d, P < 0.001), fewer antibiotic use (6 d vs 9 d, P < 0.001), and shorter hospital stays (9 d vs 18.5 d, P < 0.001). There were no significant differences observed in adverse events, in-hospital mortality, recurrent cholangitis occurrence, 30-d readmission rate or 30-d mortality. CONCLUSION Urgent one-stage ERCP provides the advantages of a shorter ICU stay, a shorter duration of antibiotic use, and a shorter hospital stay.
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Affiliation(s)
- Yang Zhou
- Department of Gastroenterology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing 210009, Jiangsu Province, China
| | - Yin-Qiu Zhang
- Department of Gastroenterology, BenQ Medical Center, The Affiliated BenQ Hospital of Nanjing Medical University, Nanjing 210019, Jiangsu Province, China
| | - Shuai-Jing Huang
- Department of Gastroenterology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing 210009, Jiangsu Province, China
| | - Yan Liang
- Department of Gastroenterology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing 210009, Jiangsu Province, China
| | - Xiao Liang
- Department of Gastroenterology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing 210009, Jiangsu Province, China
| | - Masoom Wali
- Department of Gastroenterology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing 210009, Jiangsu Province, China
| | - Ya-Dong Feng
- Department of Gastroenterology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing 210009, Jiangsu Province, China
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Akyol D, Çankayalı İ, Ersel M, Demirağ K, Uyar M, Can Ö, Özçete E, Karbek-Akarca F, Yağdı T, Engin Ç, Özgiray E, Yurtseven T, Yağmur B, Nalbantgil S, Ekren P, Bozkurt D, Şirin H, Çilli F, Sezer ED, Taşbakan M, Yamazhan T, Pullukçu H, Sipahi H, Arda B, Ulusoy S, Sipahi OR. Impact of the empirical therapy timing on the clinical progress of septic shock patients. Diagn Microbiol Infect Dis 2024; 108:116149. [PMID: 38142580 DOI: 10.1016/j.diagmicrobio.2023.116149] [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: 05/20/2023] [Revised: 11/11/2023] [Accepted: 11/24/2023] [Indexed: 12/26/2023]
Abstract
AIM To evaluate the effect of timing of antimicrobial therapy on clinical progress of patients with septic shock. MATERIALS AND METHOD We included 204 adult patients diagnosed with septic shock according to Sepsis-3 criteria between March 2016 and April 2021. One-month survival was evaluated using univariate and logistic regression analysis. RESULTS Antibiotic treatment was initiated within 1 h of the vasopressors in 26.4 % of patients. One-month mortality did not differ significantly between patients with and without empirical therapy coverage on etiological agents. Univariate factors that significantly affected one-month survival were starting antibiotics at the first hour, the unit where the case was diagnosed with septic shock, SOFA scores, qSOFA scores, and lactate level. In multivariate analysis, diagnosis of septic shock in the Emergency Service, SOFA score ≥11, qSOFA score of three and lactate level ≥4 were significantly associated with one-month mortality. CONCLUSION Training programs should be designed to increase the awareness of septic shock diagnosis and treatment in the Emergency Service and other hospital units. Additionally, electronic patient files should have warning systems for earlier diagnosis and consultation.
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Affiliation(s)
- Deniz Akyol
- Ege University Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Izmir, Turkey.
| | - İlkin Çankayalı
- Ege University Faculty of Medicine, Department of Anesthesiology and Reanimation, Izmir, Turkey
| | - Murat Ersel
- Ege University Faculty of Medicine, Department of Emergency Department, Izmir, Turkey
| | - Kubilay Demirağ
- Ege University Faculty of Medicine, Department of Anesthesiology and Reanimation, Izmir, Turkey
| | - Mehmet Uyar
- Ege University Faculty of Medicine, Department of Anesthesiology and Reanimation, Izmir, Turkey
| | - Özge Can
- Ege University Faculty of Medicine, Department of Emergency Department, Izmir, Turkey
| | - Enver Özçete
- Ege University Faculty of Medicine, Department of Emergency Department, Izmir, Turkey
| | - Funda Karbek-Akarca
- Ege University Faculty of Medicine, Department of Emergency Department, Izmir, Turkey
| | - Tahir Yağdı
- Ege University Faculty of Medicine, Department of Cardiovascular Surgery, Izmir, Turkey
| | - Çağatay Engin
- Ege University Faculty of Medicine, Department of Cardiovascular Surgery, Izmir, Turkey
| | - Erkin Özgiray
- Ege University Faculty of Medicine, Department of Neurosurgery, Izmir, Turkey
| | - Taşkın Yurtseven
- Ege University Faculty of Medicine, Department of Neurosurgery, Izmir, Turkey
| | - Burcu Yağmur
- Ege University Faculty of Medicine, Department of Cardiology, Izmir, Turkey
| | - Sanem Nalbantgil
- Ege University Faculty of Medicine, Department of Cardiology, Izmir, Turkey
| | - Pervin Ekren
- Ege University Faculty of Medicine, Department of Pulmonology, Izmir, Turkey
| | - Devrim Bozkurt
- Ege University Faculty of Medicine, Department of Internal Medicine, Izmir, Turkey
| | - Hadiye Şirin
- Ege University Faculty of Medicine, Department of Neurology, Izmir, Turkey
| | - Feriha Çilli
- Ege University Faculty of Medicine, Department of Medical Microbiology İzmir, Turkey
| | - Ebru Demirel Sezer
- Ege University Faculty of Medicine, Department of Medical Biochemistry, Izmir, Turkey
| | - Meltem Taşbakan
- Ege University Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Izmir, Turkey
| | - Tansu Yamazhan
- Ege University Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Izmir, Turkey
| | - Hüsnü Pullukçu
- Ege University Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Izmir, Turkey
| | - Hilal Sipahi
- Bornova Public Health Directorate, Izmir, Turkey
| | - Bilgin Arda
- Ege University Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Izmir, Turkey
| | - Sercan Ulusoy
- Ege University Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Izmir, Turkey
| | - Oğuz Reşat Sipahi
- Ege University Faculty of Medicine, Department of Infectious Diseases and Clinical Microbiology, Izmir, Turkey; King Hamad University Hospital, Bahrain Oncology Center, Infectious Diseases and Clinical Microbiology, Bahrain
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20
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Shrestha K, Vaidya SR, Shrestha K, Shrestha SM, Rawal P, Dangol S. Sepsis among Adults Admitted to Intensive Care Unit of a Tertiary Care Centre. JNMA J Nepal Med Assoc 2024; 62:85-88. [PMID: 38409979 PMCID: PMC10924509 DOI: 10.31729/jnma.8439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Indexed: 02/28/2024] Open
Abstract
Introduction Sepsis is a syndrome that starts with an infection, causes organ dysfunction, and leads to death is a global health issue in critically ill patients. While its epidemiology is well-known in high-income countries, it is poorly understood in low- and middle-income countries, including Nepal. This study aimed to find out the prevalence of sepsis among adults admitted to the intensive care unit of a tertiary care centre. Methods This descriptive cross-sectional study was conducted among adults admitted to the intensive care unit after obtaining ethical approval from the Ethical Review Board. Data was collected from 11 January 2022 and 29 December 2022 from hospital records. A convenience sampling method was used. The point estimate was calculated at a 95% Confidence Interval. Results Among 195 patients, the prevalence of sepsis was seen in 74 (37.95%) (31.14-44.76, 95% Confidence Interval). Septic patients had a median age of 44 (interquartile range: 33.75±60.25) years. A total of 40 (54.05%) were male. A total of 28 (37.84%) septic patients were identified with ≥2 diagnoses, while 9 (12.16%) had ≥2 comorbidities. Conclusions The prevalence of sepsis among adult patients admitted to the intensive care unit was higher as compared to other studies done in other international studies. Keywords intensive care units; prevalence; sepsis.
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Affiliation(s)
- Kundu Shrestha
- Department of Anesthesiology and Critical Care, Nepal Armed Police Force Hospital, Balambu, Kathmandu, Nepal
| | - Sagun Ram Vaidya
- Department of Anesthesiology and Critical Care, Nepal Medical College, Jorpati, Kathmandu, Nepal
| | - Keny Shrestha
- Department of General Practice, Royal Cornwall Hospital, NHS Trust, Treliske, UK
| | - Surendra Man Shrestha
- Department of Anesthesiology and Critical Care, Nepal Armed Police Force Hospital, Balambu, Kathmandu, Nepal
| | - Prabhat Rawal
- Department of Anesthesiology and Critical Care, Nepal Armed Police Force Hospital, Balambu, Kathmandu, Nepal
| | - Shova Dangol
- Department of Anesthesiology and Critical Care, Nepal Armed Police Force Hospital, Balambu, Kathmandu, Nepal
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Aygun U, Yagin FH, Yagin B, Yasar S, Colak C, Ozkan AS, Ardigò LP. Assessment of Sepsis Risk at Admission to the Emergency Department: Clinical Interpretable Prediction Model. Diagnostics (Basel) 2024; 14:457. [PMID: 38472930 DOI: 10.3390/diagnostics14050457] [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: 01/23/2024] [Revised: 02/18/2024] [Accepted: 02/19/2024] [Indexed: 03/14/2024] Open
Abstract
This study aims to develop an interpretable prediction model based on explainable artificial intelligence to predict bacterial sepsis and discover important biomarkers. A total of 1572 adult patients, 560 of whom were sepsis positive and 1012 of whom were negative, who were admitted to the emergency department with suspicion of sepsis, were examined. We investigated the performance characteristics of sepsis biomarkers alone and in combination for confirmed sepsis diagnosis using Sepsis-3 criteria. Three different tree-based algorithms-Extreme Gradient Boosting (XGBoost), Light Gradient Boosting Machine (LightGBM), Adaptive Boosting (AdaBoost)-were used for sepsis prediction, and after examining comprehensive performance metrics, descriptions of the optimal model were obtained with the SHAP method. The XGBoost model achieved accuracy of 0.898 (0.868-0.929) and area under the ROC curve (AUC) of 0.940 (0.898-0.980) with a 95% confidence interval. The five biomarkers for predicting sepsis were age, respiratory rate, oxygen saturation, procalcitonin, and positive blood culture. SHAP results revealed that older age, higher respiratory rate, procalcitonin, neutrophil-lymphocyte count ratio, C-reactive protein, plaque, leukocyte particle concentration, as well as lower oxygen saturation, systolic blood pressure, and hemoglobin levels increased the risk of sepsis. As a result, the Explainable Artificial Intelligence (XAI)-based prediction model can guide clinicians in the early diagnosis and treatment of sepsis, providing more effective sepsis management and potentially reducing mortality rates and medical costs.
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Affiliation(s)
- Umran Aygun
- Department of Anesthesiology and Reanimation, Malatya Yesilyurt Hasan Calık State Hospital, Malatya 44929, Turkey
| | - Fatma Hilal Yagin
- Department of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya 44280, Turkey
| | - Burak Yagin
- Department of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya 44280, Turkey
| | - Seyma Yasar
- Department of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya 44280, Turkey
| | - Cemil Colak
- Department of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya 44280, Turkey
| | - Ahmet Selim Ozkan
- Department of Anesthesiology and Reanimation, Malatya Turgut Ozal University School of Medicine, Malatya 44210, Turkey
| | - Luca Paolo Ardigò
- Department of Teacher Education, NLA University College, 0166 Oslo, Norway
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22
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Kiya GT, Mekonnen Z, Melaku T, Tegene E, Gudina EK, Cools P, Abebe G. Prevalence and mortality rate of sepsis among adults admitted to hospitals in sub-Saharan Africa: a systematic review and meta-analysis. J Hosp Infect 2024; 144:1-13. [PMID: 38072089 DOI: 10.1016/j.jhin.2023.11.012] [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: 09/01/2023] [Revised: 10/30/2023] [Accepted: 11/13/2023] [Indexed: 12/25/2023]
Abstract
Due to abundant pathogen diversity and mounting antimicrobial resistance, sepsis is more common in sub-Saharan Africa (sSA). However, there is a lack of consistent reports regarding the prevalence of adult sepsis in the region. Therefore, this study aimed to determine pooled estimates of sepsis prevalence and associated mortality among adults admitted to hospitals in sSA. Medline (through PubMed), Scopus, Embase, and Web of Science were systematically searched for studies of sepsis in sSA published before 13th February 2023. A random-effects meta-analysis of hospital-wide and intensive care unit (ICU)-based sepsis prevalence was performed with a 95% confidence interval (CI). Subgroup analysis was conducted considering geographic region and sepsis diagnostic criteria. Funnel plots and Egger's test were used to assess publication bias. The protocol was submitted to the Prospective Register for Systematic Reviews (PROSPERO) with an identifier (CRD42023396719). Overall, 14 observational studies, published between 2009 and 2022, from eight different sSA countries comprising 31,653 adult patients (5723 with sepsis) were included in the review. Nine studies that were conducted in a hospital-wide setting showed a pooled prevalence and mortality of 17% (95% CI: 12-21%) and 15% (95% CI: 17-35%), respectively. Five studies in the ICUs presented a pooled prevalence and mortality of 31% (95% CI: 24-38%) and 46% (95% CI: 39-54%), respectively. Based on the sub-group analysis, the pooled hospital-wide prevalence of sepsis in East and Southern Africa was 18% (95% CI: 11-25%), and 20% (95% CI: 2-42%), respectively. The pooled prevalence in the ICU was 14% (95% CI: 4-23%) and 13% (95% CI: 5-20%) for East and Southern Africa, respectively. The hospital-wide and ICU-based sepsis prevalence and mortality are high in sSA. Addressing the burden of adult sepsis should be a priority for healthcare systems in sub-Saharan Africa.
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Affiliation(s)
- G T Kiya
- School of Medical Laboratory Science, Jimma University, Ethiopia.
| | - Z Mekonnen
- School of Medical Laboratory Science, Jimma University, Ethiopia
| | - T Melaku
- School of Pharmacy, Jimma University, Ethiopia
| | - E Tegene
- Department of Internal Medicine, Jimma University, Ethiopia
| | - E K Gudina
- Department of Internal Medicine, Jimma University, Ethiopia
| | - P Cools
- Department of Diagnostic Sciences, Ghent University, Belgium
| | - G Abebe
- School of Medical Laboratory Science, Jimma University, Ethiopia
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Cander B, Visneci EF, Karaoglan O, Cakmak F, Tuncar A, Taslidere B. Diagnostic and prognostic value of MR-pro ADM, procalcitonin, and copeptin in sepsis. Open Med (Wars) 2023; 18:20230865. [PMID: 38223899 PMCID: PMC10787304 DOI: 10.1515/med-2023-0865] [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: 05/04/2023] [Revised: 10/25/2023] [Accepted: 11/05/2023] [Indexed: 01/16/2024] Open
Abstract
Sepsis is defined as life-threatening organ dysfunction caused by a dysregulated host response to infection. There is a need for biomarkers that can be used for the diagnosis of sepsis and the early identification of patients at high risk of death. In this study, we aimed to investigate the relationship between Mid-regional pro-adrenomedullin (MR-proADM), procalcitonin (PCT), and copeptin in sepsis. A total of 28 sepsis, 32 septic shock, and 30 control patients were included in our prospective study. Patients' MR-proADM, PCT, and copeptin levels were recorded. Sequential organ failure assessment scores, length of hospital stay, and 30-day mortality were also recorded. These values were compared between the sepsis, septic shock, and control groups. The mean age of all participants was 64.04 ± 15.83 years. In the study, 37 (61.6%) patients were female and 23 (39.3%) were male. There was no statistically significant difference in gender/age between all patient groups and the control group (for all, p > 0.05). We found a significant difference between the survivors and nonsurvivors in terms of MR-proADM, PCT, and copeptin levels. There was a significant difference between the sepsis and septic shock groups in terms of MR-proADM and PCT. A significant correlation was found between the length of hospital stay and MR-proADM and copeptin. MR-proADM, PCT, and copeptin may be useful in the prognosis of sepsis and to predict the length of stay in hospital and mortality.
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Affiliation(s)
- Basar Cander
- Department of Emergency Medicine, Bezmialem Vakif University, Istanbul, Turkey
| | | | - Osman Karaoglan
- Department of Emergency Medicine, Konya Numune Hospital, Konya, Turkey
| | - Fatma Cakmak
- Department of Emergency Medicine, Erzurum City Hospital, Erzurum, Türkiye
| | - Alpay Tuncar
- Department of Emergency Medicine, Konya City Hospital, Konya, Türkiye
| | - Bahadir Taslidere
- Department of Emergency Medicine, Bezmialem Vakif University, Istanbul, Turkey
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Yang B, Niu K, Zhu Y, Zheng X, Li T, Wang Z, Jin X, Lu X, Qiang H, Shen C. Effects of ondansetron exposure during ICU stay on outcomes of critically ill patients with sepsis: a cohort study. Front Cell Infect Microbiol 2023; 13:1256382. [PMID: 38179420 PMCID: PMC10764599 DOI: 10.3389/fcimb.2023.1256382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 11/01/2023] [Indexed: 01/06/2024] Open
Abstract
Background Sepsis is a life-threatening disease with high morbidity and mortality, characterized by an inadequate systemic immune response to an initial stimulus. Whether the use of ondansetron (OND) during intensive care unit (ICU) stay is associated with the prognosis of sepsis patients remains unclear. Methods Critically ill patients with sepsis were extracted from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. Multivariate logistic regression and Cox regression analyses were used to explore the association between OND use and clinical outcomes after adjusting for confounders. Kaplan-Meier survival curve was used for survival analysis. Propensity score matching (PSM) and subgroup analysis were performed to further confirm the results. Results The OND-medication group showed reduced in-hospital mortality, 28-day and 90-day mortalities. The OR for in-hospital mortality was 0.80 (0.64-0.99) and HRs for 28-day mortality and 90-day mortality were 0.77 (0.64-0.92) and 0.83 (0.70-0.98), respectively. After PSM, the clinical outcomes remained consistent. In-hospital mortality was lower in the OND-medication group (28.1% vs. 35.8%, P= 0.044), as well as 28-day mortality (23.4% vs. 32.1%, P=0.022) and 90-day mortality (27.4% vs. 35.8%, P=0.035). The protective effect of OND in sepsis patients was relatively robust, independent of age, septic shock, vasopressin and mechanical ventilation. Additionally, the OND users had longer lengths of stay in ICU (6.9(3.1-13.2) vs. 5.1(2.5-11.0), P = 0.026) while no statistical differences were found in lengths of stay in hospital (P = 0.333). Conclusion OND exposure might be associated with lower in-hospital, 28-day, and 90-day mortality rates in critically ill patients with sepsis. This study indicated that OND might help improve the prognosis of patients with sepsis.
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Affiliation(s)
- Boshen Yang
- Department of Cardiology, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Kaifan Niu
- Department of Cardiology, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yuankang Zhu
- Department of Gerontology, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Xinjie Zheng
- Department of Cardiac Surgery, Xiamen University Affiliated Cardiovascular Hospital, Xiamen, China
| | - Taixi Li
- Department of Cardiology, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhixiang Wang
- Department of Cardiology, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xian Jin
- Department of Cardiology, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xia Lu
- Department of Cardiology, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Haifeng Qiang
- International Institutes of Medicine, Zhejiang University School of Medicine, Yiwu, China
| | - Chengxing Shen
- Department of Cardiology, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
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25
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Kari KA, Wan Muhd Shukeri WF, Yaacob NM, Li AY, Zaini RH, Mazlan MZ. Prevalence and Outcome of Sepsis: Mortality and Prolonged Intensive Care Unit Stay among Sepsis Patients Admitted to a Tertiary Centre in Malaysia. Malays J Med Sci 2023; 30:120-132. [PMID: 38239259 PMCID: PMC10793138 DOI: 10.21315/mjms2023.30.6.12] [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: 02/01/2023] [Accepted: 03/07/2023] [Indexed: 01/22/2024] Open
Abstract
Background Sepsis and septic shock are the leading causes of critical care-related mortality worldwide. This study aimed to determine the prevalence of sepsis, its intensive care unit (ICU) mortality rate and the factors associated with both ICU mortality and prolonged stay. Methods A prospective cohort study was conducted from January 2019 to December 2019 with adult patients presenting evidence of sepsis who were admitted to the ICU. Parameters were assessed in the ICU to determine the association with all-cause ICU mortality and prolonged stay. Results Out of 607 adults, 292 with sepsis were admitted to the ICU in 2019, with a mean age of 50.98 (standard deviation [SD] = 17.75) years old. There was, thus, a 48% incidence of sepsis. Mortality was observed in 78 patients (mortality rate = 26.7%) (95% confidence interval [CI]: 21.7, 32.2). Patients with higher Glasgow coma scale (GCS) scores had lower odds of ICU mortality (adjusted odds ratio [OR] = 0.90; 95% CI: 0.82, 0.98; P = 0.019), while patients with higher sequential organ failure assessment (SOFA) scores had higher odds (adjusted OR = 1.22; 95% CI: 1.11, 1.35; P < 0.001). Eighty patients (37.4%) who survived had prolonged ICU stays (95% CI: 30.9, 44.2). Patients with higher albumin levels had lower odds of a prolonged ICU stay (adjusted OR = 0.94; 95% CI: 0.90, 0.98; P = 0.006) and patients on renal replacement therapy had higher odds of a prolonged ICU stay (adjusted OR = 1.25; 95% CI: 1.74, 7.12; P < 0.001). Conclusion Our study identified a sepsis prevalence of 48% and an ICU mortality rate of 26.7% among adult patients admitted to the ICU. GCS and SOFA scores were the most important factors associated with ICU mortality.
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Affiliation(s)
- Kamaliah Azzma Kari
- Department of Anaesthesiology and Intensive Care, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
- Department of Anaesthesiology and Intensive Care, Hospital Universiti Sains Malaysia, Kelantan, Malaysia
| | - Wan Fadzlina Wan Muhd Shukeri
- Department of Anaesthesiology and Intensive Care, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
- Department of Anaesthesiology and Intensive Care, Hospital Universiti Sains Malaysia, Kelantan, Malaysia
| | - Najib Majdi Yaacob
- Biostatistics and Research Methodology Unit, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Andrew Yunkai Li
- Division of Respiratory and Critical Care Medicine, Department of Medicine, National University Hospital, National University Health System, Singapore
| | - Rhendra Hardy Zaini
- Department of Anaesthesiology and Intensive Care, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
- Department of Anaesthesiology and Intensive Care, Hospital Universiti Sains Malaysia, Kelantan, Malaysia
| | - Mohd Zulfakar Mazlan
- Department of Anaesthesiology and Intensive Care, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
- Department of Anaesthesiology and Intensive Care, Hospital Universiti Sains Malaysia, Kelantan, Malaysia
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Bilgin M, Aci R, Keskin A, Yilmaz EM, Polat E. Evaluation of the relationship between procalcitonin level and the causative pathogen in intensive care patients with sepsis. Future Microbiol 2023; 18:875-883. [PMID: 37594461 DOI: 10.2217/fmb-2023-0010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/19/2023] Open
Abstract
Aim: This study was designed to investigate how procalcitonin (PCT) levels are affected by different pathogens in patients with sepsis. Materials & methods: A total of 110 Gram-positive sepsis, 62 Gram-negative sepsis and 27 fungal sepsis patients were included in the study. Kaplan-Meier and ROC curve analysis was performed to assess PCT levels. Results: PCT levels were 2.36 ng/ml in Gram-negative patients, 0.79 ng/ml in Gram-positive patients and 0.89 ng/ml in fungal patients. The area under the curve for PCT was 0.608, the cutoff value was 1.34, sensitivity was 56.50% the specificity was 56.50%. Conclusion: PCT survival levels of 7.71 ng/ml in Gram-negative patients, 2.65 ng/ml in Gram-positive patients and 1.16 ng/ml in fungal patients can be evaluated to predict survival.
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Affiliation(s)
- Melek Bilgin
- Department of Microbiology, Samsun Training & Research Hospital, Ilkadim, Samsun, 55090, Turkey
| | - Recai Aci
- Department of Biochemistry, Samsun Training & Research Hospital, Ilkadim, Samsun, 55090, Turkey
| | - Adem Keskin
- Department of Medicinal Biochemistry, Institute of Health Sciences, Aydin Adnan Menderes University, Efeler, Aydın, 09100, Turkey
| | - Esmeray M Yilmaz
- Department of Clinical Microbiology & Infectious Diseases, Samsun Training & Research Hospital, Ilkadim, Samsun, 55090, Turkey
| | - Ebru Polat
- Department of Anesthesiology & Reanimation, Samsun Training & Research Hospital, Ilkadim, Samsun, 55090, Turkey
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Han R, Li W, Tian H, Zhao Y, Zhang H, Pan W, Wang X, Xu L, Ma Z, Bao Z. Urinary microRNAs in sepsis function as a novel prognostic marker. Exp Ther Med 2023; 26:346. [PMID: 37383369 PMCID: PMC10294602 DOI: 10.3892/etm.2023.12045] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Accepted: 03/16/2023] [Indexed: 06/30/2023] Open
Abstract
Renal dysfunction is a common complication of sepsis. Early diagnosis and prompt treatment of sepsis with renal insufficiency are crucial for improving patient outcomes. Diagnostic markers can help identify patients at risk for sepsis and AKI, allowing for early intervention and potentially preventing the development of severe complications. The aim of the present study was to investigate the expression difference of urinary microRNAs (miRNAs/miRs) in elderly patients with sepsis and secondary renal insufficiency, and to evaluate their diagnostic value in these patients. In the present study, RNA was extracted from urine samples of elderly sepsis-related acute renal damage patients and the expression profiles of several miRNAs were analyzed. In order to evaluate the expression profile of several miRNAs, urine samples from elderly patients with acute renal damage brought on by sepsis were obtained. RNA extraction and sequencing were then performed on the samples. Furthermore, multiple bioinformatics methods were used to analyze miRNA profiles, including differential expression analysis, and Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analysis of different miRNA target genes, to further explore miRNAs that are suitable for utilization as biomarkers. A total of four miRNAs, including hsa-miR-31-5p, hsa-miR-151a-3p, hsa-miR-142-5p and hsa-miR-16-5p, were identified as potential biological markers and were further confirmed in sepsis using reverse transcription-quantitative PCR. The results of the present study demonstrated that the four urinary miRNAs were differentially expressed and may serve as specific markers for prediction of secondary acute kidney injury in elderly patients with sepsis.
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Affiliation(s)
- Rui Han
- Department of Emergency, Huadong Hospital, Fudan University, Shanghai 200040, P.R. China
| | - Wanqiu Li
- Laboratory for Noncoding RNA & Cancer, School of Life Sciences, Shanghai University, Shanghai 200444, P.R. China
| | - Hui Tian
- Department of Gerontology, Zhongshan Hospital, Fudan University, Shanghai 200032, P.R. China
| | - Yun Zhao
- Department of Emergency, Huadong Hospital, Fudan University, Shanghai 200040, P.R. China
| | - Hui Zhang
- Laboratory for Noncoding RNA & Cancer, School of Life Sciences, Shanghai University, Shanghai 200444, P.R. China
| | - Wei Pan
- Laboratory for Noncoding RNA & Cancer, School of Life Sciences, Shanghai University, Shanghai 200444, P.R. China
| | - Xianyi Wang
- Laboratory for Noncoding RNA & Cancer, School of Life Sciences, Shanghai University, Shanghai 200444, P.R. China
| | - Linfeng Xu
- Laboratory for Noncoding RNA & Cancer, School of Life Sciences, Shanghai University, Shanghai 200444, P.R. China
| | - Zhongliang Ma
- Laboratory for Noncoding RNA & Cancer, School of Life Sciences, Shanghai University, Shanghai 200444, P.R. China
| | - Zhijun Bao
- Department of Gerontology, Huadong Hospital, Fudan University, Shanghai 200040, P.R. China
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Yang B, Zhu Y, Zheng X, Li T, Niu K, Wang Z, Lu X, Zhang Y, Shen C. Vitamin D Supplementation during Intensive Care Unit Stay Is Associated with Improved Outcomes in Critically Ill Patients with Sepsis: A Cohort Study. Nutrients 2023; 15:2924. [PMID: 37447250 DOI: 10.3390/nu15132924] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 06/13/2023] [Accepted: 06/14/2023] [Indexed: 07/15/2023] Open
Abstract
BACKGROUND Vitamin D, as a common micronutrient, has been widely used in critically ill patients. However, whether supplementation of vitamin D in adult patients with sepsis can improve their prognosis remains controversial. METHODS Data from the Mart for Intensive Care IV database was used in this retrospective cohort study, and adult patients with sepsis were enrolled. Critically ill patients, admitted to intensive care units (ICUs) between 2008 and 2019 at the Beth Israel Deaconess Medical Center (BIDMC), were divided into the vitamin D supplementation group and non-vitamin D supplementation group. The primary outcomes were defined as all-cause in-hospital, 28-day, and 90-day mortality rates after admission to the ICU. A 1:1 propensity score matching (PSM), inverse probability of treatment weighting (IPTW), and overlap weighting (OW) analyses were used to minimize selection bias and balance the baseline demographic characteristics. Regression and survival analyses were performed to assess the association between vitamin D supplementation and clinical outcomes in patients with sepsis. RESULTS In total, 3539 patients with sepsis were enrolled as study participants; of these, 315 were supplemented with vitamin D during their ICU stay. In-hospital, 28-day, and 90-day mortality rates were significantly lower in patients with sepsis supplemented with vitamin D. Multivariate regression analysis showed vitamin D supplementation as a potential protective factor for in-hospital mortality with an odds ratio (OR) = 0.70 (0.51-0.96) after adjusting for all confounders. The hazard ratios (HRs) for 28-day and 90-day mortality were 0.65 (0.50-0.85) and 0.70 (0.55-0.90), respectively. The survival analysis showed that the vitamin D supplementation group had a higher survival probability within 28 and 90 days (p-value < 0.05). These results remained relatively stable post PSM, IPTW, and OW. However, we found no evidence that vitamin D supplementation could shorten the length of stay in the ICU or hospital. CONCLUSIONS Vitamin D supplementation during an ICU stay was associated with improved prognosis in patients with sepsis, as evidenced by lower in-hospital, 28-day, and 90-day mortality rates and lower disease severity-related scores, but showed no influence on the length of stay in the hospital or ICU.
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Affiliation(s)
- Boshen Yang
- Department of Cardiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200235, China
| | - Yuankang Zhu
- School of Medicine, Shanghai Jiaotong University, Shanghai 200030, China
| | - Xinjie Zheng
- International Institutes of Medicine, Zhejiang University School of Medicine, Yiwu 310030, China
| | - Taixi Li
- Department of Cardiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200235, China
| | - Kaifan Niu
- Department of Cardiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200235, China
| | - Zhixiang Wang
- Department of Cardiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200235, China
| | - Xia Lu
- Department of Cardiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200235, China
| | - Yan Zhang
- Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai 201203, China
| | - Chengxing Shen
- Department of Cardiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200235, China
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Machado FR, Cavalcanti AB, Braga MA, Tallo FS, Bossa A, Souza JL, Ferreira JF, Pizzol FD, Monteiro MB, Angus DC, Lisboa T, Azevedo LCP. Sepsis in Brazilian emergency departments: a prospective multicenter observational study. Intern Emerg Med 2023; 18:409-421. [PMID: 36729268 DOI: 10.1007/s11739-022-03179-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 12/13/2022] [Indexed: 02/03/2023]
Abstract
We aimed to assess the prevalence, patient allocation adequacy, and mortality of adults with sepsis in Brazilian emergency departments (ED) in a point-prevalence 3-day investigation of patients with sepsis who presented to the ED and those who remained there due to inadequate allocation. Allocation was considered adequate if the patient was transferred to the intensive care unit (ICU), ward, or remained in the ED without ICU admission requests. Prevalence was estimated using the total ED visit number. Prognostic factors were assessed with logistic regression. Of 33,902 ED visits in 74 institutions, 183 were acute admissions (prevalence: 5.4 sepsis per 1000 visits [95% confidence interval (CI): 4.6-6.2)], and 148 were already in the ED; totaling 331 patients. Hospital mortality was 32% (103/322, 95% CI 23.0-51.0). Age (odds ratio (OR) 1.22 [95% CI 1.10-1.37]), Sequential Organ Failure Assessment (SOFA) score (OR 1.41 [95% CI 1.28-1.57]), healthcare-associated infections (OR 2.59 [95% CI 1.24-5.50]) and low-resource institution admission (OR 2.65 [95% CI 1.07-6.90]) were associated with higher mortality. Accredited institutions (OR 0.42 [95% CI 0.21-0.86]) had lower mortality rates. Allocation within 24 h was adequate in only 52.8% of patients (public hospitals: 42.4% (81/190) vs. private institutions: 67.4% (89/132, p < 0.001) with 39.2% (74/189) of public hospital patients remaining in the ED until discharge, of whom 55.4% (41/74) died. Sepsis exerts high burden and mortality in Brazilian EDs with frequent inadequate allocation. Modifiable factors, such as resources and quality of care, are associated with reduced mortality.
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Affiliation(s)
- Flávia R Machado
- Instituto Latino Americano de Sepse, R Pedro de Toledo 980 Cj 94, São Paulo, SP, 04039-002, Brazil.
- Anesthesiology, Pain and Intensive Care Department, Hospital São Paulo, Universidade Federal de São Paulo, São Paulo, SP, Brazil.
- Brazilian Research in Intensive Care Network (BRICNet), São Paulo, SP, Brazil.
| | - Alexandre B Cavalcanti
- Instituto Latino Americano de Sepse, R Pedro de Toledo 980 Cj 94, São Paulo, SP, 04039-002, Brazil
- Brazilian Research in Intensive Care Network (BRICNet), São Paulo, SP, Brazil
- HCor Research Institute, São Paulo, SP, Brazil
| | - Maria A Braga
- Associação Brasileira de Medicina de Emergência, São Paulo, Brazil
| | - Fernando S Tallo
- Associação Brasileira de Medicina de Urgência, São Paulo, Brazil
| | - Aline Bossa
- Instituto Latino Americano de Sepse, R Pedro de Toledo 980 Cj 94, São Paulo, SP, 04039-002, Brazil
| | - Juliana L Souza
- Instituto Latino Americano de Sepse, R Pedro de Toledo 980 Cj 94, São Paulo, SP, 04039-002, Brazil
| | - Josiane F Ferreira
- Instituto Latino Americano de Sepse, R Pedro de Toledo 980 Cj 94, São Paulo, SP, 04039-002, Brazil
| | - Felipe Dal Pizzol
- Instituto Latino Americano de Sepse, R Pedro de Toledo 980 Cj 94, São Paulo, SP, 04039-002, Brazil
- Brazilian Research in Intensive Care Network (BRICNet), São Paulo, SP, Brazil
| | - Mariana B Monteiro
- Instituto Latino Americano de Sepse, R Pedro de Toledo 980 Cj 94, São Paulo, SP, 04039-002, Brazil
| | - Derek C Angus
- UPMC and the University of Pittsburgh Schools of the Health Sciences, Pittsburgh, PA, USA
| | - Thiago Lisboa
- Instituto Latino Americano de Sepse, R Pedro de Toledo 980 Cj 94, São Paulo, SP, 04039-002, Brazil
- Brazilian Research in Intensive Care Network (BRICNet), São Paulo, SP, Brazil
| | - Luciano C P Azevedo
- Instituto Latino Americano de Sepse, R Pedro de Toledo 980 Cj 94, São Paulo, SP, 04039-002, Brazil
- Brazilian Research in Intensive Care Network (BRICNet), São Paulo, SP, Brazil
- Disciplina de Emergências Clínicas, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
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He D, Liu M, Chen Q, Liu Y, Tang Y, Shen F, Wang D, Liu X. Clinical Characteristics and the Effect of Timing for Metagenomic Next-Generation Sequencing in Critically Ill Patients with Sepsis. Infect Drug Resist 2022; 15:7377-7387. [PMID: 36544992 PMCID: PMC9760579 DOI: 10.2147/idr.s390256] [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: 09/17/2022] [Accepted: 12/06/2022] [Indexed: 12/15/2022] Open
Abstract
Background Metagenomic next-generation sequencing (mNGS) has a good performance for the identification of pathogens in infectious diseases, but few studies on the clinical characteristics of mNGS and the effect of timing for mNGS in critically ill patients with sepsis. Methods We retrospectively included all patients diagnosed with sepsis after admission to the intensive care unit (ICU) of a university-affiliated hospital between Aug 1, 2019 and Apr 1, 2021. During the study period, pathogens for all enrolled subjects were obtained by mNGS. We analyzed the composition and positive rate of different samples type for mNGS. And then we used the univariable and multivariable logistic regression to explore the risk factors associated with all-cause mortality at 28 days. Results A total of 87 patients were included and 87 samples were analyzed among these patients. The most common sample for mNGS was bronchoalveolar lavage fluid (BALF), about 84% (73/87). The positive rate of pathogens identification by mNGS was higher than conventional culture (92% vs 36%, p < 0.001). In addition to the pathogens detected by conventional culture, mNGS can detect more viruses and fungi. Based on the mNGS report, clinicians made adjustments to the antibiotic regimen for 72% patients. The multivariate binary logistic regression analysis suggested that age (OR, 1.036; 95% CI, 1.005-1.067; p = 0.021) and the sequential organ failure assessment (SOFA) score on the day of mNGS sampling were independent risk factors of death at 28 days (OR, 1.204; 95% CI, 1.038-1.397; p = 0.014). Conclusion In critically ill patients with sepsis, the most common sample type for mNGS was BALF, and the positive rate of mNGS is higher than conventional cultures, especially in viruses and fungi. Meanwhile, mNGS can guide clinicians in adjusting antibiotic regimens. Age and the SOFA score on the day of mNGS sampling were independent risk factors for death.
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Affiliation(s)
- Dehua He
- Department of Critical Care Medicine, the Affiliated Hospital of Guizhou Medical University, Guiyang, People’s Republic of China
| | - Ming Liu
- Department of Critical Care Medicine, the Affiliated Hospital of Guizhou Medical University, Guiyang, People’s Republic of China
| | - Qimin Chen
- Department of Critical Care Medicine, the Affiliated Hospital of Guizhou Medical University, Guiyang, People’s Republic of China
| | - Ying Liu
- Department of Critical Care Medicine, the Affiliated Hospital of Guizhou Medical University, Guiyang, People’s Republic of China
| | - Yan Tang
- Department of Critical Care Medicine, the Affiliated Hospital of Guizhou Medical University, Guiyang, People’s Republic of China
| | - Feng Shen
- Department of Critical Care Medicine, the Affiliated Hospital of Guizhou Medical University, Guiyang, People’s Republic of China
| | - Difen Wang
- Department of Critical Care Medicine, the Affiliated Hospital of Guizhou Medical University, Guiyang, People’s Republic of China
| | - Xu Liu
- Department of Critical Care Medicine, the Affiliated Hospital of Guizhou Medical University, Guiyang, People’s Republic of China,Correspondence: Xu Liu, Department of Critical Care Medicine, the Affiliated Hospital of Guizhou Medical University, No. 28, Guiyi Street, Yunyan District, Guiyang, Guizhou, 550004, People’s Republic of China, Tel +86-851-86771459, Email
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Shi Y, Yang C, Chen L, Cheng M, Xie W. Predictive value of neutrophil-to-lymphocyte and platelet ratio in in-hospital mortality in septic patients. Heliyon 2022; 8:e11498. [DOI: 10.1016/j.heliyon.2022.e11498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 07/14/2022] [Accepted: 11/03/2022] [Indexed: 11/17/2022] Open
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Prompt Identification of Sepsis on Hospital Floors: Are Healthcare Professionals Ready for the Implementation of the Hour-1 Bundle? Trop Med Infect Dis 2022; 7:tropicalmed7100291. [PMID: 36288032 PMCID: PMC9608946 DOI: 10.3390/tropicalmed7100291] [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: 08/13/2022] [Revised: 09/21/2022] [Accepted: 10/08/2022] [Indexed: 11/17/2022] Open
Abstract
Early intervention in sepsis management with recognized therapeutic targets may be effective in lowering sepsis-related morbidity and mortality, although this necessitates timely identification of sepsis by healthcare professionals. The present study aimed to assess knowledge levels, attitudes, and agreement among physicians regarding the Surviving Sepsis Campaign (SSC) guidelines (more specifically, the Hour-1 bundle). A quantitative, descriptive, cross-sectional study was conducted among physicians working in different clinical settings in Karachi, Pakistan, using a self-administered questionnaire. The mean cumulative knowledge score of the respondents towards SSC was 6.8 ± 2.1 (out of 10), where a total of n = 127 respondents (51.62%) had a strong understanding of the SSC guidelines, compared to n = 78 (31.7%) and n = 41 (16.7%) respondents with fair and inadequate knowledge, respectively. The majorly known bundle elements by the respondents were to administer broad-spectrum antibiotics (89.8%, n = 221), the need for taking blood cultures before administering antibiotics (87.8%, n = 216), and measurement of blood lactate levels (75.6%, n = 186). Experienced physicians were more likely to use norepinephrine as the first-choice vasopressor (p < 0.001). Female respondents were more likely to consider the duration of antibiotic therapy to be determined according to the site of infection, the microbiological etiology, the patient’s response to treatment, and the likelihood of achieving adequate source control (p = 0.001). The current study concluded that respondents had an optimistic approach and frequently practice in accordance with the SSC guidelines, while some respondents were not up to date with the most recent guidelines. There is a need for further interventions and continuous medical education to encourage physicians towards appropriate use of the recommended guiding principles for improving treatment outcomes in sepsis patients.
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Li Q, Chai W, Wang X, Cheng L, Cai X, Fu J, Pan W, Lin G. Epidemiological analysis of septic shock in the plateau region of China. Front Med (Lausanne) 2022; 9:968133. [PMID: 36186819 PMCID: PMC9515411 DOI: 10.3389/fmed.2022.968133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 08/18/2022] [Indexed: 11/13/2022] Open
Abstract
PurposeLittle epidemiological data exist on patients with severe infection in the plateau region of China, and the data that do exist are lacking in quality. Using the medical records of patients with severe infection in the Department of Intensive Medicine (intensive care unit; ICU) of the People's Hospital of Tibet Autonomous Region, this study analyzed the epidemiological and clinical characteristics of patients with septic shock in plateau area (Tibet), with the ultimate aim of reducing the incidence and mortality from this condition.MethodsClinical data on 137 patients with septic shock in the studied ICU from November 2017 to October 2019 were retrospectively analyzed using SPSS, Version 21.0.ResultsAmong the 137 patients with septic shock, there were 47 survivors and 90 in-hospital or post-discharge deaths. There were 91 male patients and 46 female patients. The incidence of septic shock was 11.3%, and mortality rate was 65.7%. Median age was 55 years old, median APACHE-II score on the day of admission was 17, median SOFA score was 11, and median number of organ injuries was one. APACHE-II score (P = 0.02), SOFA score (P < 0.001), and the number of organ injuries (P < 0.001) were higher among patients who died than among survivors. The infections were mainly pulmonary and abdominal, and the main pathogen was gram-negative bacteria.ConclusionThe incidence and mortality of septic shock in ICU wards in Tibet are very high. The APACHE-II score, SOFA score, and the number of organ damage on the first day after diagnosis are independent risk factors for septic shock. To some extent, this study reflects the epidemiological characteristics of septic shock in the plateau region of China (≥ 3,650 m above sea level) and provides data that can support the prevention and treatment of sepsis in the future. More and deeper epidemiological studies of septic shock are necessary.
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Affiliation(s)
- Qianwei Li
- Department of Critical Care Medicine, Tibet Autonomous Region People's Hospital, Lhasa, China
| | - Wenzhao Chai
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China
- *Correspondence: Wenzhao Chai
| | - Xiaoting Wang
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China
- Xiaoting Wang
| | - Li Cheng
- Department of Critical Care Medicine, Tibet Autonomous Region People's Hospital, Lhasa, China
| | - Xin Cai
- Department of Critical Care Medicine, Tibet Autonomous Region People's Hospital, Lhasa, China
| | - Jianlei Fu
- Department of Critical Care Medicine, Tibet Autonomous Region People's Hospital, Lhasa, China
| | - Wenjun Pan
- Department of Critical Care Medicine, Tibet Autonomous Region People's Hospital, Lhasa, China
| | - Guoying Lin
- Department of Critical Care Medicine, Tibet Autonomous Region People's Hospital, Lhasa, China
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Estimates of Sepsis Prevalence and Outcomes in Adult Patients in the ICU in India. Chest 2022; 161:1543-1554. [DOI: 10.1016/j.chest.2021.12.673] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 12/03/2021] [Accepted: 12/23/2021] [Indexed: 12/29/2022] Open
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Madkour AM, ELMaraghy AA, Elsayed MM. Prevalence and outcome of sepsis in respiratory intensive care unit. THE EGYPTIAN JOURNAL OF BRONCHOLOGY 2022. [PMCID: PMC9116707 DOI: 10.1186/s43168-022-00135-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Background Sepsis is a life-threatening organ dysfunction caused by a dysregulated host response to an infection. Objective To assess the prevalence and outcome of sepsis in RICU Patients and methods The study was conducted upon 403 patients admitted at RICU of the Abbassia Chest Hospital, Cairo, Egypt; 100 of them had sepsis either on admission or acquired in the RICU during the period from May 2019 to November 2019. Severity of illness was assessed by Acute Physiology and Chronic Health Evaluation II (APACHE II score), which was recorded within 24 h from patient admission. Quick sepsis-related organ failure assessment (qSOFA) score was recorded in emergency room, and sepsis-related organ failure assessment (SOFA) score was recorded on ICU admission and on the 3rd and 7th day of ICU stay. Type of infection (community or hospital acquired), infection site, and pathogenic organisms, all were recorded. Assessment was done also regarding mechanical ventilation, length of RICU stay, the presence of comorbidities, survived patients, and dead ones, as regards causes of death and risk factors. Results The study included 100 cases with sepsis out of 403 admitted cases in the same duration with frequency 24%. Among sepsis patients, 72% were males and 28%were females, with mean age 51.62 ± 18.62 years. The main diagnosis was pneumonia (62%), and the main comorbidity was diabetes mellitus (23%). There was significant increase in age among non-survivors when compared with survivors. There was significant increase in number of mechanically ventilated patients and a highly significant incidence of complications and need for vasoactive drugs among non-survivors when compared with survivors. There was a highly significant higher APACHE II score on the 1st day of admission among non-survivor patients. The SOFA score was significantly higher on the 1st day of admission and significantly higher on the 3rd and 7th day of admission among non-survivor patients when compared to survived patients. Conclusion The current study showed that sepsis affects nearly one quarter of cases admitted at RICU, and it is usually associated with higher mortality rate in those patients. Trial registration ClinicalTrials.gov NCT05240157. Registered February 15, 2022. Retrospectively registered.
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Kale A, Şener EF, Günay NE, Tahtasakal R, Demiryürek S, Günay N, Demiryürek AT. Evaluation of the rs35996865 polymorphism of the ROCK1 gene in sepsis. REVISTA DA ASSOCIAÇÃO MÉDICA BRASILEIRA 2022; 68:586-590. [DOI: 10.1590/1806-9282.20211105] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 02/10/2022] [Indexed: 12/15/2022]
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Montrucchio G, Sales G, Catozzi G, Bosso S, Scanu M, Vignola TV, Costamagna A, Corcione S, Urbino R, Filippini C, De Rosa FG, Brazzi L. Effectiveness of an Active and Continuous Surveillance Program for Intensive Care Units Infections Based on the EPIC III (Extended Prevalence of Infection in Intensive Care) Approach. J Clin Med 2022; 11:jcm11092482. [PMID: 35566606 PMCID: PMC9101920 DOI: 10.3390/jcm11092482] [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: 03/17/2022] [Revised: 04/08/2022] [Accepted: 04/27/2022] [Indexed: 11/20/2022] Open
Abstract
We evaluated the effectiveness of the Extended Prevalence of Infection in Intensive Care (EPIC) III data collection protocol as an active surveillance tool in the eight Intensive Care Units (ICUs) of the Intensive and Critical Care Department of the University Hospital of Turin. A total of 435 patients were included in a six-day study over 72 ICU beds. 42% had at least one infection: 69% at one site, 26% at two sites and 5% at three or more sites. ICU-acquired infections were the most common (64%), followed by hospital-associated infections (22%) and community-acquired (20%), considering that each patient may have developed more than one infection type. 72% of patients were receiving at least one antibiotic: 48% for prophylaxis and 52% for treatment. Mortality, the length of ICU and hospital stays were 13%, 14 and 29 days, respectively, being all estimated to be significantly different in patients without and with infection (8% vs. 20%; 4 vs. 20 and 11 vs. 50 (p < 0.001). Our data confirm a high prevalence of infections, sepsis and the use of antimicrobials. The repeated punctual prevalence survey seems an effective method to carry out the surveillance of infections and the use of antimicrobials in the ICU. The use of the European Centre for Disease Prevention and Control (ECDC) definitions and the EPIC III protocol seems strategic to allow comparisons with national and international contexts.
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Affiliation(s)
- Giorgia Montrucchio
- Department of Surgical Sciences, University of Turin, 10126 Turin, Italy; (G.S.); (A.C.); (C.F.); (L.B.)
- Department of Anaesthesia, Critical Care and Emergency, Città Della Salute e Della Scienza Hospital, Corso Dogliotti 14, 10126 Turin, Italy; (M.S.); (R.U.)
- Correspondence:
| | - Gabriele Sales
- Department of Surgical Sciences, University of Turin, 10126 Turin, Italy; (G.S.); (A.C.); (C.F.); (L.B.)
- Department of Anaesthesia, Critical Care and Emergency, Città Della Salute e Della Scienza Hospital, Corso Dogliotti 14, 10126 Turin, Italy; (M.S.); (R.U.)
| | - Giulia Catozzi
- Department of Health Sciences, University of Milan, 20122 Milan, Italy;
| | - Stefano Bosso
- Department of Anesthesiology and Critical Care, “Cardinal Massaia” Hospital, 14100 Asti, Italy;
| | - Martina Scanu
- Department of Anaesthesia, Critical Care and Emergency, Città Della Salute e Della Scienza Hospital, Corso Dogliotti 14, 10126 Turin, Italy; (M.S.); (R.U.)
| | - Titty Vita Vignola
- Anesthesia and Intensive Care Unit, San Giovanni Bosco Hospital, 10154 Turin, Italy;
| | - Andrea Costamagna
- Department of Surgical Sciences, University of Turin, 10126 Turin, Italy; (G.S.); (A.C.); (C.F.); (L.B.)
- Department of Anaesthesia, Critical Care and Emergency, Città Della Salute e Della Scienza Hospital, Corso Dogliotti 14, 10126 Turin, Italy; (M.S.); (R.U.)
| | - Silvia Corcione
- Department of Medical Sciences, Infectious Diseases, University of Turin, 10126 Turin, Italy; (S.C.); (F.G.D.R.)
- School of Medicine, Tufts University, Boston, MA 02111, USA
| | - Rosario Urbino
- Department of Anaesthesia, Critical Care and Emergency, Città Della Salute e Della Scienza Hospital, Corso Dogliotti 14, 10126 Turin, Italy; (M.S.); (R.U.)
| | - Claudia Filippini
- Department of Surgical Sciences, University of Turin, 10126 Turin, Italy; (G.S.); (A.C.); (C.F.); (L.B.)
| | - Francesco Giuseppe De Rosa
- Department of Medical Sciences, Infectious Diseases, University of Turin, 10126 Turin, Italy; (S.C.); (F.G.D.R.)
| | - Luca Brazzi
- Department of Surgical Sciences, University of Turin, 10126 Turin, Italy; (G.S.); (A.C.); (C.F.); (L.B.)
- Department of Anaesthesia, Critical Care and Emergency, Città Della Salute e Della Scienza Hospital, Corso Dogliotti 14, 10126 Turin, Italy; (M.S.); (R.U.)
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Lee TW, Bae W, Kim S, Choi J, Bae E, Jang HN, Chang SH, Park DJ. Incidence, risk factors, and prognosis of acute kidney injury in hospitalized patients with acute cholangitis. PLoS One 2022; 17:e0267023. [PMID: 35421169 PMCID: PMC9009613 DOI: 10.1371/journal.pone.0267023] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 03/31/2022] [Indexed: 12/07/2022] Open
Abstract
BACKGROUND The association between acute cholangitis (AC) and acute kidney injury (AKI) remains unclear. We investigated the incidence, and clinical course of AKI in patients with AC, and the long-term prognosis. METHODS We performed a single-center retrospective study of patients hospitalized with AC in a tertiary care center from January 2011 to December 2017. The risk factors for AKI were evaluated, and AKI severity was analyzed using the Systemic Inflammatory Response System (SIRS), quick sequential organ failure assessment (qSOFA) score, and 2018 Tokyo Guidelines (TG) grade. To calculate the relative risk of death based on AKI, hazard ratios (HRs) and 95% confidence intervals (CIs) were obtained using Cox's proportional hazard models. RESULTS A total of 1,438 patients with AC were included, of whom 18.2% (n = 261) developed AKI. AKI patients were older, and had a lower systolic blood pressure and more comorbidities including hypertension (HT), chronic kidney disease, and cardiovascular accidents. Disease severity (as assessed by SIRS, qSOFA, and the Tokyo Guidelines grade) was higher in the AKI group, as was the in-hospital mortality rate. Multivariate analysis revealed that age, HT, SIRS and qSOFA scores ≥ 2, and TG grade of III were significant risk factors for AKI. Kaplan-Meier analysis revealed significantly higher mortality in the AKI than non-AKI group. AKI (HR = 1.853; 95% CI: 1.115-3.079) and TG grade III (HR = 2.139; 95% CI: 1.190-3,846) were independent predictors of all-cause AC mortality, even after adjusting for all covariates. The annual rate of decline in the estimated glomerular filtration rate was faster in the AKI than non-AKI group (2.9 ± 6.7 vs. 0.5 ± 5.3 mL/min/1.73 m2/year, p < 0.001). CONCLUSIONS AKI development increased AC severity and mortality. Our results suggest that clinicians should monitor AKI status and perform appropriate management as soon as possible.
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Affiliation(s)
- Tae Won Lee
- Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Changwon, South Korea
| | - Wooram Bae
- Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Changwon, South Korea
| | - Seongmin Kim
- Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Changwon, South Korea
| | - Jungyoon Choi
- Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Changwon, South Korea
| | - Eunjin Bae
- Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Changwon, South Korea
- Department of Internal Medicine, Gyeongsang National University College of Medicine, Jinju, South Korea
- Institute of Health Science, Gyeongsang National University, Jinju, South Korea
| | - Ha Nee Jang
- Department of Internal Medicine, Gyeongsang National University Hospital, Jinju, South Korea
| | - Se-Ho Chang
- Department of Internal Medicine, Gyeongsang National University College of Medicine, Jinju, South Korea
- Institute of Health Science, Gyeongsang National University, Jinju, South Korea
- Department of Internal Medicine, Gyeongsang National University Hospital, Jinju, South Korea
| | - Dong Jun Park
- Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Changwon, South Korea
- Department of Internal Medicine, Gyeongsang National University College of Medicine, Jinju, South Korea
- Institute of Health Science, Gyeongsang National University, Jinju, South Korea
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Lynch JP, Clark NM, Zhanel GG. Infections Due to Acinetobacter baumannii-calcoaceticus Complex: Escalation of Antimicrobial Resistance and Evolving Treatment Options. Semin Respir Crit Care Med 2022; 43:97-124. [PMID: 35172361 DOI: 10.1055/s-0041-1741019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Bacteria within the genus Acinetobacter (principally A. baumannii-calcoaceticus complex [ABC]) are gram-negative coccobacilli that most often cause infections in nosocomial settings. Community-acquired infections are rare, but may occur in patients with comorbidities, advanced age, diabetes mellitus, chronic lung or renal disease, malignancy, or impaired immunity. Most common sites of infections include blood stream, skin/soft-tissue/surgical wounds, ventilator-associated pneumonia, orthopaedic or neurosurgical procedures, and urinary tract. Acinetobacter species are intrinsically resistant to multiple antimicrobials, and have a remarkable ability to acquire new resistance determinants via plasmids, transposons, integrons, and resistance islands. Since the 1990s, antimicrobial resistance (AMR) has escalated dramatically among ABC. Global spread of multidrug-resistant (MDR)-ABC strains reflects dissemination of a few clones between hospitals, geographic regions, and continents; excessive antibiotic use amplifies this spread. Many isolates are resistant to all antimicrobials except colistimethate sodium and tetracyclines (minocycline or tigecycline); some infections are untreatable with existing antimicrobial agents. AMR poses a serious threat to effectively treat or prevent ABC infections. Strategies to curtail environmental colonization with MDR-ABC require aggressive infection-control efforts and cohorting of infected patients. Thoughtful antibiotic strategies are essential to limit the spread of MDR-ABC. Optimal therapy will likely require combination antimicrobial therapy with existing antibiotics as well as development of novel antibiotic classes.
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Affiliation(s)
- Joseph P Lynch
- Division of Pulmonary, Critical Care Medicine, Allergy, and Clinical Immunology; Department of Medicine; The David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Nina M Clark
- Division of Infectious Diseases, Department of Medicine, Loyola University Medical Center, Maywood, Illinois
| | - George G Zhanel
- Department of Medical Microbiology/Infectious Diseases, University of Manitoba, Max Rady College of Medicine, Winnipeg, Manitoba, Canada
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Kumar V, Sharif Khan S, Awad Y, Ur Reham Z, Mohammed Saeed Muthanna F, Huang E, Basta M, Khwaja H, Barkat R. Mortality Risk Factors for Patients With Sepsis-Induced Blood Pressure Drop: A Single-Center Retrospective Study. Cureus 2022; 14:e22114. [PMID: 35340512 PMCID: PMC8920826 DOI: 10.7759/cureus.22114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/09/2022] [Indexed: 11/17/2022] Open
Abstract
Introduction: Sepsis is a life-threatening illness caused by the body's response to uncontrolled infection. Different studies have been conducted to identify risk factors associated with the diagnosis of sepsis and mortality, but there has been considerably less focus on mortality due to sepsis-induced blood pressure. The current study was conducted to determine the incidence of mortality within 30 days among patients with sepsis-induced blood pressure drop and its risk factors. Methodology: It was a retrospective study conducted at the Pakistan Navy Station (PNS) Shifa Hospital, Karachi, Pakistan. Data of all patients aged 18 years or more who visited PNS Shifa Hospital and were diagnosed with sepsis and blood pressure reduction from November 2019 to October 2021 were extracted from Hospital Management Information System (HMIS) and retrospectively analyzed Results: All variables significantly associated with 30-days mortality in multivariable logistic regression analysis, including disturbance of consciousness, cardiac insufficiency, respiratory failure, diabetes mellitus, creatinine level, and aspartate aminotransferase (AST) level, were risk factors for mortality in patients with the sepsis-induced drop in blood pressure (p-value<0.05). Conclusion: Identifying these risk factors is important as it will help clinicians identify patients who are at high risk of mortality at an early stage. Through early identification, interventions can be done to reduce the incidence of in-hospital mortality among sepsis patients.
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Prognostic value of the lactate–albumin difference for predicting in-hospital mortality in critically ill patients with sepsis. MARMARA MEDICAL JOURNAL 2022. [DOI: 10.5472/marumj.1059093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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42
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Kutlu M, Sayın-Kutlu S, Alp-Çavuş S, Öztürk ŞB, Taşbakan M, Özhak B, Kaya O, Kutsoylu OE, Şenol-Akar Ş, Turhan Ö, Mermut G, Ertuğrul B, Pullukcu H, Çetin ÇB, Avkan-Oğuz V, Yapar N, Yeşim-Metin D, Ergin Ç. Mortality-associated factors of candidemia: a multi-center prospective cohort in Turkey. Eur J Clin Microbiol Infect Dis 2022; 41:597-607. [PMID: 35083558 DOI: 10.1007/s10096-021-04394-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 12/06/2021] [Indexed: 11/26/2022]
Abstract
Candidemia may present as severe and life-threatening infections and is associated with a high mortality rate. This study aimed to evaluate the risk factors associated with 30-day mortality in patients with candidemia. A multi-center prospective observational study was conducted in seven university hospitals in six provinces in the western part of Turkey. Patient data were collected with a structured form between January 2018 and April 2019. In total, 425 episodes of candidemia were observed during the study period. Two hundred forty-one patients died within 30 days, and the 30-day crude mortality rate was 56.7%. Multivariable analysis found that SOFA score (OR: 1.28, CI: 1.154-1.420, p < 0.001), parenteral nutrition (OR: 3.9, CI: 1.752-8.810, p = 0.001), previous antibacterial treatment (OR: 9.32, CI: 1.634-53.744, p = 0.012), newly developed renal failure after candidemia (OR: 2.7, CI: 1.079-6.761, p = 0.034), and newly developed thrombocytopenia after candidemia (OR: 2.6, CI: 1. 057-6.439, p = 0.038) were significantly associated with 30-day mortality. Central venous catheter removal was the only factor protective against mortality (OR: 0.34, CI:0.147-0.768, p = 0.010) in multivariable analysis. Candidemia mortality is high in patients with high SOFA scores, those receiving TPN therapy, and those who previously received antibacterial therapy. Renal failure and thrombocytopenia developing after candidemia should be followed carefully in patients. Antifungal therapy and removing the central venous catheter are essential in the management of candidemia.
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Affiliation(s)
- Murat Kutlu
- Infectious Diseases and Clinical Microbiology, Pamukkale University, Denizli, Turkey.
- Infectious Diseases and Clinical Microbiology Department, Pamukkale University, School of Medicine, Kınıklı/Pamukkale, 20070, Denizli, Turkey.
| | - Selda Sayın-Kutlu
- Infectious Diseases and Clinical Microbiology, Pamukkale University, Denizli, Turkey
| | - Sema Alp-Çavuş
- Infectious Diseases and Clinical Microbiology, Dokuz Eylul University, İzmir, Turkey
| | - Şerife Barçın Öztürk
- Infectious Diseases and Clinical Microbiology, Adnan Menderes University, Aydın, Turkey
| | - Meltem Taşbakan
- Infectious Diseases and Clinical Microbiology, Ege University, İzmir, Turkey
| | - Betil Özhak
- Medical Microbiology, Akdeniz University, Antalya, Turkey
| | - Onur Kaya
- Infectious Diseases and Clinical Microbiology, Süleyman Demirel University, Isparta, Turkey
| | - Oya Eren Kutsoylu
- Infectious Diseases and Clinical Microbiology, Dokuz Eylul University, İzmir, Turkey
| | - Şebnem Şenol-Akar
- Infectious Diseases and Clinical Microbiology, Celal Bayar University, Manisa, Turkey
| | - Özge Turhan
- Infectious Diseases and Clinical Microbiology, Akdeniz University, Antalya, Turkey
| | - Gülşen Mermut
- Infectious Diseases and Clinical Microbiology, Ege University, İzmir, Turkey
| | - Bülent Ertuğrul
- Infectious Diseases and Clinical Microbiology, Adnan Menderes University, Aydın, Turkey
| | - Hüsnü Pullukcu
- Infectious Diseases and Clinical Microbiology, Ege University, İzmir, Turkey
| | - Çiğdem Banu Çetin
- Infectious Diseases and Clinical Microbiology, Celal Bayar University, Manisa, Turkey
| | - Vildan Avkan-Oğuz
- Infectious Diseases and Clinical Microbiology, Dokuz Eylul University, İzmir, Turkey
| | - Nur Yapar
- Infectious Diseases and Clinical Microbiology, Dokuz Eylul University, İzmir, Turkey
| | | | - Çağrı Ergin
- Medical Microbiology, Pamukkale University, Denizli, Turkey
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Greco M, De Corte T, Ercole A, Antonelli M, Azoulay E, Citerio G, Morris AC, De Pascale G, Duska F, Elbers P, Einav S, Forni L, Galarza L, Girbes ARJ, Grasselli G, Gusarov V, Jubb A, Kesecioglu J, Lavinio A, Delgado MCM, Mellinghoff J, Myatra SN, Ostermann M, Pellegrini M, Povoa P, Schaller SJ, Teboul JL, Wong A, De Waele JJ, Cecconi M. Clinical and organizational factors associated with mortality during the peak of first COVID-19 wave: the global UNITE-COVID study. Intensive Care Med 2022; 48:690-705. [PMID: 35596752 PMCID: PMC9123859 DOI: 10.1007/s00134-022-06705-1] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 04/13/2022] [Indexed: 02/02/2023]
Abstract
PURPOSE To accommodate the unprecedented number of critically ill patients with pneumonia caused by coronavirus disease 2019 (COVID-19) expansion of the capacity of intensive care unit (ICU) to clinical areas not previously used for critical care was necessary. We describe the global burden of COVID-19 admissions and the clinical and organizational characteristics associated with outcomes in critically ill COVID-19 patients. METHODS Multicenter, international, point prevalence study, including adult patients with SARS-CoV-2 infection confirmed by polymerase chain reaction (PCR) and a diagnosis of COVID-19 admitted to ICU between February 15th and May 15th, 2020. RESULTS 4994 patients from 280 ICUs in 46 countries were included. Included ICUs increased their total capacity from 4931 to 7630 beds, deploying personnel from other areas. Overall, 1986 (39.8%) patients were admitted to surge capacity beds. Invasive ventilation at admission was present in 2325 (46.5%) patients and was required during ICU stay in 85.8% of patients. 60-day mortality was 33.9% (IQR across units: 20%-50%) and ICU mortality 32.7%. Older age, invasive mechanical ventilation, and acute kidney injury (AKI) were associated with increased mortality. These associations were also confirmed specifically in mechanically ventilated patients. Admission to surge capacity beds was not associated with mortality, even after controlling for other factors. CONCLUSIONS ICUs responded to the increase in COVID-19 patients by increasing bed availability and staff, admitting up to 40% of patients in surge capacity beds. Although mortality in this population was high, admission to a surge capacity bed was not associated with increased mortality. Older age, invasive mechanical ventilation, and AKI were identified as the strongest predictors of mortality.
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Affiliation(s)
- Massimiliano Greco
- grid.452490.eDepartment of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy ,grid.417728.f0000 0004 1756 8807IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy
| | - Thomas De Corte
- grid.5342.00000 0001 2069 7798Department of Internal Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium ,grid.410566.00000 0004 0626 3303Department of Intensive Care Medicine, Ghent University Hospital, Ghent, Belgium
| | - Ari Ercole
- grid.5335.00000000121885934Cambridge Centre for Artificial Intelligence in Medicine, University of Cambridge, Cambridge, UK ,grid.120073.70000 0004 0622 5016University of Cambridge Division of Anaesthesia, Addenbrooke’s Hospital, Hills Road, Cambridge, UK
| | - Massimo Antonelli
- grid.8142.f0000 0001 0941 3192Dipartimento di Scienze dell’Emergenza, Anestesiologiche e della Rianimazione, Fondazione Policlinico Universitario A. Gemelli IRCCS-Università Cattolica del Sacro Cuore, Rome, Italy ,grid.8142.f0000 0001 0941 3192Istituto di Anestesiologia e Rianimazione, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Elie Azoulay
- grid.508487.60000 0004 7885 7602Médecine Intensive et Réanimation, APHP, Saint-Louis Hospital, Paris University, Paris, France ,grid.508487.60000 0004 7885 7602Université de Paris, Paris, France
| | - Giuseppe Citerio
- grid.7563.70000 0001 2174 1754School of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy ,Department Neuroscience, Neurointensive Care, ASST-Monza, Monza, Italy
| | - Andy Conway Morris
- grid.5335.00000000121885934Division of Anaesthesia, Department of Medicine, University of Cambridge, Cambridge, UK ,grid.5335.00000000121885934Division of Immunology, Department of Pathology, University of Cambridge, Cambridge, UK ,grid.120073.70000 0004 0622 5016JVF Intensive Care Unit, Addenbrookes Hospital, Cambridge, UK
| | - Gennaro De Pascale
- grid.8142.f0000 0001 0941 3192Dipartimento di Scienze dell’Emergenza, Anestesiologiche e della Rianimazione, Fondazione Policlinico Universitario A. Gemelli IRCCS-Università Cattolica del Sacro Cuore, Rome, Italy ,grid.8142.f0000 0001 0941 3192Istituto di Anestesiologia e Rianimazione, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Frantisek Duska
- grid.4491.80000 0004 1937 116XDepartment of Anaesthesia and Intensive Care, Third Faculty of Medicine, Charles University, Prague, Czech Republic ,grid.412819.70000 0004 0611 1895FNKV University Hospital in Prague, Prague, Czech Republic
| | - Paul Elbers
- grid.12380.380000 0004 1754 9227Department of Intensive Care Medicine, Laboratory of Critical Care Computational Intelligence, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
| | - Sharon Einav
- grid.414505.10000 0004 0631 3825General Intensive Care Unit of the Shaare Zedek Medical Center, Jerusalem, Israel ,grid.9619.70000 0004 1937 0538Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Lui Forni
- grid.5475.30000 0004 0407 4824Department of Critical Care, Royal Surrey Hospital and Faculty of Experimental Medicine, University of Surrey, Guildford, UK
| | - Laura Galarza
- grid.470634.2Intensive Care Unit, Hospital General Universitario de Castellón, Castellón de la Plana, Spain
| | - Armand R. J. Girbes
- grid.12380.380000 0004 1754 9227Department of Intensive Care Medicine, Research VUmc Intensive Care (REVIVE), Amsterdam Medical Data Science (AMDS), Amsterdam Cardiovascular Sciences (ACS), Amsterdam Infection and Immunity Institute (AI&II), UMC, Location VUmc, VU Amsterdam, Amsterdam, The Netherlands
| | - Giacomo Grasselli
- grid.414818.00000 0004 1757 8749Department of Anesthesia, Intensive Care and Emergency, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy ,grid.4708.b0000 0004 1757 2822Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Vitaly Gusarov
- grid.510503.2Pirogov National Medical and Surgical Center, Moscow, 105203 Russian Federation
| | - Alasdair Jubb
- grid.5335.00000000121885934Division of Anaesthesia, University of Cambridge Department of Medicine, Cambridge, UK ,grid.24029.3d0000 0004 0383 8386Neurosciences and Trauma Critical Care Unit, Cambridge University Hospitals, Cambridge, UK ,grid.498239.dCancer Research UK-Cambridge Institute, Cambridge, UK
| | - Jozef Kesecioglu
- grid.5477.10000000120346234Department of Intensive Care Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Andrea Lavinio
- grid.24029.3d0000 0004 0383 8386Neurosciences and Trauma Critical Care Unit (NCCU), Anaesthesia Medical Examiner and Clinical Lead Organ Donation-Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Maria Cruz Martin Delgado
- grid.488600.20000 0004 1777 7270Intensive Care Unit, Hospital Universitario de Torrejón, Madrid, Spain ,grid.449795.20000 0001 2193 453XUniversidad Francisco de Vitoria, Madrid, Spain
| | - Johannes Mellinghoff
- grid.12477.370000000121073784School of Sports and Health Sciences, University of Brighton, Brighton, UK
| | - Sheila Nainan Myatra
- grid.450257.10000 0004 1775 9822Department of Anaesthesiology, Critical Care and Pain, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India
| | - Marlies Ostermann
- grid.420545.20000 0004 0489 3985Department of Critical Care, King’s College London, Guy’s & St Thomas’ Hospital, London, UK
| | - Mariangela Pellegrini
- Intensive Care Unit, AnOpIVA, Akademiska sjukhuset, Uppsala, Sweden ,grid.8993.b0000 0004 1936 9457Hedenstierna Laboratory, Department of Surgical Science, Uppsala University, Uppsala, Sweden
| | - Pedro Povoa
- grid.10772.330000000121511713CHRC, CEDOC, NOVA Medical School, New University of Lisbon, Lisbon, Portugal ,grid.414462.10000 0001 1009 677XPolyvalent Intensive Care Unit, Hospital de São Francisco Xavier, CHLO, Lisbon, Portugal ,grid.7143.10000 0004 0512 5013Center for Clinical Epidemiology and Research Unit of Clinical Epidemiology, OUH Odense University Hospital, Odense, Denmark
| | - Stefan J. Schaller
- grid.7468.d0000 0001 2248 7639Department of Anesthesiology and Operative Intensive Care Medicine, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany ,grid.6936.a0000000123222966School of Medicine, Klinikum rechts der Isar, Department of Anesthesiology and Intensive Care, Technical University of Munich, Munich, Germany
| | - Jean-Louis Teboul
- grid.413784.d0000 0001 2181 7253Service de Médecine Intensive-Réanimation, Hôpital Bicêtre, AP-HP Université Paris-Saclay, Inserm UMR S_999, Le Kremlin-Bicêtre, France
| | - Adrian Wong
- grid.46699.340000 0004 0391 9020Department of Critical Care, King’s College Hospital, London, UK
| | - Jan J. De Waele
- grid.5342.00000 0001 2069 7798Department of Internal Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium ,grid.410566.00000 0004 0626 3303Department of Intensive Care Medicine, Ghent University Hospital, Ghent, Belgium
| | - Maurizio Cecconi
- grid.452490.eDepartment of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy ,grid.417728.f0000 0004 1756 8807IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, 20089 Milan, Italy
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Xue G, Liang H, Ye J, Ji J, Chen J, Ji B, Liu Z. Development and Validation of a Predictive Scoring System for In-hospital Death in Patients With Intra-Abdominal Infection: A Single-Center 10-Year Retrospective Study. Front Med (Lausanne) 2021; 8:741914. [PMID: 34869433 PMCID: PMC8633393 DOI: 10.3389/fmed.2021.741914] [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: 07/16/2021] [Accepted: 10/19/2021] [Indexed: 11/25/2022] Open
Abstract
Objective: To develop and validate a scoring system to predict the risk of in-hospital death in patients with intra-abdominal infection (IAI). Materials and Methods: Patients with IAI (n = 417) treated at our hospital between June 2010 and May 2020 were retrospectively reviewed. Risk factors for in-hospital death were identified by logistic regression analysis. The regression coefficients of each risk factor were re-assigned using the mathematical transformation principle to establish a convenient predictive scoring system. The scoring system was internally validated by bootstrapping sample method. Results: Fifty-three (53/417, 12.7%) patients died during hospitalization. On logistic regression analysis, high APACHE II score (P = 0.012), pneumonia (P = 0.002), abdominal surgery (P = 0.001), hypoproteinemia (P = 0.025), and chronic renal insufficiency (P = 0.001) were independent risk factors for in-hospital death. On receiver operating characteristic curve analysis, the composite index combining these five risk factors showed a 62.3% sensitivity and 80.2% specificity for predicting in-hospital death (area under the curve: 0.778; 95% confidence interval: 0.711–0.845, P < 0.001). The predictive ability of the composite index was better than that of each independent risk factor. A scoring system (0–14 points) was established by re-assigning each risk factor based on the logistic regression coefficient: APACHE II score (10–15 score, 1 point; >15 score, 4 points); pneumonia (2 points), abdominal surgery (2 points), hypoproteinemia (2 points), and chronic renal insufficiency (4 points). Internal validation by 1,000 bootstrapping sample showed relatively high discriminative ability of the scoring system (C-index = 0.756, 95% confidence interval: 0.753–0.758). Conclusions: The predictive scoring system based on APACHE II score, pneumonia, abdominal surgery, hypoproteinemia, and chronic renal insufficiency can help predict the risk of in-hospital death in patients with IAI.
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Affiliation(s)
- Gaici Xue
- Department of Neurosurgery, General Hospital of Southern Theatre Command of People's Liberation Army of China (PLA), Guangzhou, China
| | - Hongyi Liang
- Department of Clinical Pharmacy, General Hospital of Southern Theatre Command of People's Liberation Army of China (PLA), Guangzhou, China
| | - Jiasheng Ye
- Department of Clinical Pharmacy, General Hospital of Southern Theatre Command of People's Liberation Army of China (PLA), Guangzhou, China
| | - Jingjing Ji
- Department of Critical Care Medicine, General Hospital of Southern Theatre Command of People's Liberation Army of China (PLA), Guangzhou, China
| | - Jianyu Chen
- Department of Pediatric Internal Medicine, Guangzhou Women and Children's Medical Center, Guangzhou, China
| | - Bo Ji
- Department of Clinical Pharmacy, General Hospital of Southern Theatre Command of People's Liberation Army of China (PLA), Guangzhou, China
| | - Zhifeng Liu
- Department of Critical Care Medicine, General Hospital of Southern Theatre Command of People's Liberation Army of China (PLA), Guangzhou, China
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Tinoco-Solórzano A, Chumbes Perez J, Molano Franco D, Luis Vélez-Páez J, Viruez Soto A. Perfil bacteriano del shock séptico en una unidad de cuidados intensivos de la altitud del seguro social del Perú. BIONATURA 2021. [DOI: 10.21931/rb/2021.06.04.16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Conocer el perfil bacteriano del shock séptico permitirá una adecuada elección de antibióticos empíricos. Objetivos: a) Describir el perfil bacteriano del shock séptico en una unidad de cuidados intensivos de la altitud. b) Conocer la localización de los cultivos positivos. c) Identificar la sensibilidad y el mecanismo de resistencia bacteriana. d) Encontrar diferencias de los perfiles bacterianos de la altitud. Estudio retrospectivo transversal. Realizado en una unidad de cuidados intensivos a 3,250 “msnm”. Se incluyeron los cultivos positivos y antibiogramas de residentes de la altitud con shock séptico extraídos antes del inicio de los antibióticos durante 7 años. 1,212 muestras. Escherichia coli (18.48%). Las bacterias gramnegativas presentaron sensibilidad para colistina (94-99%) el principal mecanismo de resistencia fue betalactamasa de espectro extendido (43-91%). Staphylococcus aureus (22.19%). Las bacterias grampositivas presentaron sensibilidad para tigecilina, linezolid (100%) y vancomicina (36-100%) el principal mecanismo de resistencia fue ampicilina/sulbactam resistente productor de betalactamasa (50-97%) y meticilino resistente (87-100%). En Conclusión. - a) Escherichia coli la gramnegativa más frecuente y Staphylococcus aureus el grampositivo. b) El cultivo más frecuente provenía del tracto respiratorio inferior. c) De las gramnegativas, Pseudomona aeruginosa mostro elevada sensibilidad para colistina, el resto también para tigecilina. El mecanismo de resistencia más frecuente fue betalactamasa de espectro extendido. Las Bacterias grampositivas tienen una elevada sensibilidad para tigecilina, linezolid y vancomicina. Su mecanismo de resistencia más frecuente fue ampicilina/sulbactam resistente. d) No encontramos diferencias de los perfiles bacterianos informados en la altitud. Recomendamos confirmar los resultados de sensibilidad “in vitro” de Tigeciclina.
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Affiliation(s)
- Amilcar Tinoco-Solórzano
- Universidad Peruana Los Andes, Facultad de Medicina Humana, Huancayo, Perú Seguro Social de Salud (ESSALUD), Hospital Nacional Ramiro Priale Priale, Servicio de Cuidados Intensivos e Intermedios, Huancayo, Perú
| | - Jorge Chumbes Perez
- Universidad Peruana Los Andes, Facultad de Medicina Humana, Huancayo, Perú. Seguro Social de Salud (ESSALUD), Hospital Nacional Ramiro Priale Priale, Servicio de Infectología, Huancayo, Perú
| | | | | | - Antonio Viruez Soto
- Hospital del Norte de El Alto, Departamento de Apoyo Crítico, La Paz, Bolivia
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Ling W, Furuya-Kanamori L, Ezure Y, Harris PNA, Paterson DL. Adverse clinical outcomes associated with carbapenem-resistant Acinetobacter (CRA) infections: a systematic review and meta-analysis. JAC Antimicrob Resist 2021; 3:dlab157. [PMID: 34755112 PMCID: PMC8568848 DOI: 10.1093/jacamr/dlab157] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Accepted: 09/21/2021] [Indexed: 11/13/2022] Open
Abstract
Background Carbapenem-resistant Acinetobacter (CRA) infections have been associated with increased morbidity and mortality in hospitalized patients. This systematic review and meta-analysis aimed to quantify the association between CRA infections and adverse clinical outcomes. Methods Three databases (i.e. PubMed, EMBASE and Scopus) were searched for epidemiological studies that compared mortality, severe sepsis or shock, or bacteraemia among adult inpatients with CRA infections and those with carbapenem-susceptible Acinetobacter (CSA) infections. The pooled ORs for the three outcomes were estimated using the inverse variance heterogeneity model. Results Thirty-four studies were included. Patients with CRA infections had higher odds of mortality (31 studies, OR = 2.10, 95% CI: 1.58–2.79, I2=60.6%) and severe sepsis or septic shock (7 studies, OR = 1.51, 95% CI: 1.09–2.09, I2=0%) compared with CSA-infected patients. There was no difference in the odds of bacteraemia (four studies, OR = 1.39, 95% CI: 0.79–2.46, I2=38.1%). CRA-infected patients presented with worse comorbidity at admission (e.g. APACHE score) (eight studies, standardized mean difference = 0.25, 95% CI: −0.01 to 0.52) and had lower frequency of appropriate antibiotic therapy. Results were consistent when pooling 16 study-adjusted risk estimates for mortality. There was no difference in risk of mortality from CRA infection when compared across geographical regions, country income, median year of enrolment and day of mortality from infection onset. Conclusions CRA-infected patients had worse clinical outcomes. This might be due to delay in appropriate antibiotic therapy, patients being sicker at admission and CRA strains potentially being more virulent than CSA strains. Improving appropriateness of antibiotic therapy in CRA-infected patients could reduce adverse clinical outcomes.
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Affiliation(s)
- Weiping Ling
- University of Queensland, Faculty of Medicine, UQ Centre for Clinical Research, Herston, Brisbane, Australia
| | - Luis Furuya-Kanamori
- University of Queensland, Faculty of Medicine, UQ Centre for Clinical Research, Herston, Brisbane, Australia
| | - Yukiko Ezure
- University of Queensland, Faculty of Medicine, UQ Centre for Clinical Research, Herston, Brisbane, Australia
| | - Patrick N A Harris
- University of Queensland, Faculty of Medicine, UQ Centre for Clinical Research, Herston, Brisbane, Australia.,Central Microbiology, Pathology Queensland, Royal Brisbane & Women's Hospital, Herston, Brisbane, Australia
| | - David L Paterson
- University of Queensland, Faculty of Medicine, UQ Centre for Clinical Research, Herston, Brisbane, Australia
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Öztürk Birge A, Karabag Aydin A, Köroğlu Çamdeviren E. Intensive care nurses' awareness of identification of early sepsis findings. J Clin Nurs 2021; 31:2886-2899. [PMID: 34729839 DOI: 10.1111/jocn.16116] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 09/30/2021] [Accepted: 10/11/2021] [Indexed: 12/29/2022]
Abstract
AIM To determine intensive care nurses' awareness of identification of early sepsis findings. BACKGROUND The incidence of sepsis is increasing in intensive care units, and if not identified early, it increases morbidity, mortality and cost of care. Intervention within one hour after the diagnosis of sepsis increases survival. Nurses' ability to identify early findings of sepsis affects the time of diagnosis of sepsis. DESIGN The study used a cross-sectional design. METHODS The sample of the study consisted of 544 nurses working in adult intensive care units of hospitals in Turkey. The study data were collected online between 11 January-8 April 2021 using the snowball method. Data were statically analysed. All procedures of the study adhered to the STROBE guidelines. RESULTS The nurses who had been working for 11 years or more, had worked with a patient diagnosed with sepsis in the last month and used a measurement tool in the diagnosis thought that it was significantly easier to determine the early warning findings of sepsis. In the study, the majority of nurses correctly identified the early findings of sepsis, but the rates of the correct responses to the variables of lactate >2 mM, leucopenia and hypothermia were low. Female gender, having a graduate degree, unit type, total work experience, having received training on sepsis and working with a patient diagnosed with sepsis in the last month made a significant difference in determining the early warning findings of sepsis accurately. CONCLUSIONS Nurses had a good rate of identifying early sepsis findings. Yet, they could not distinguish between early sepsis and late sepsis findings. RELEVANCE TO CLINICAL PRACTICE The results of the study can support nursing practices in the diagnostic process by considering the factors affecting nurses' ability to distinguish early sepsis findings from late sepsis findings and to identify them correctly.
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da Silva Ramos FJ, de Freitas FGR, Machado FR. Sepsis in patients hospitalized with coronavirus disease 2019: how often and how severe? Curr Opin Crit Care 2021; 27:474-479. [PMID: 34292175 PMCID: PMC8452249 DOI: 10.1097/mcc.0000000000000861] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
PURPOSE OF REVIEW To discuss why severe COVID-19 should be considered sepsis and how co-infection and secondary infection can aggravate this condition and perpetuate organ dysfunction leading to high mortality rates. RECENT FINDINGS In severe COVID-19, there is both direct viral toxicity and dysregulated host response to infection. Although both coinfection and/or secondary infection are present, the latest is of greater concern mainly in resource-poor settings. Patients with severe COVID-19 present a phenotype of multiorgan dysfunction that leads to death in an unacceptable high percentage of the patients, with wide variability around the world. Similarly to endemic sepsis, the mortality of COVID-19 critically ill patients is higher in low-income and middle-income countries as compared with high-income countries. Disparities, including hospital strain, resources limitations, higher incidence of healthcare-associated infections (HAI), and staffing issues could in part explain this variability. SUMMARY The high mortality rates of critically ill patients with severe COVID-19 disease are not only related to the severity of patient disease but also to modifiable factors, such as the ICU strain, HAI incidence, and organizational aspects. Therefore, HAI prevention and the delivery of best evidence-based care for these patients to avoid additional damage is important. Quality improvement interventions might help in improving outcomes mainly in resource-limited settings.
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Yalçın N, Sürmelioğlu N, Özkan-Kuşcu Ö, Kelleci-Çakır B, Demirkan K, Gündüz M. Evaluation of the effect of antibiotics used during parenteral nutrition treatment on Candidemia. Rev Assoc Med Bras (1992) 2021; 67:1448-1453. [DOI: 10.1590/1806-9282.20210650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 08/14/2021] [Indexed: 11/21/2022] Open
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Silva MMM, Oliveira-Figueiredo DSTD, Cavalcanti ADC. Prevalence and factors associated with sepsis and septic shock in oncological patients in intensive therapy. Rev Bras Enferm 2021; 75:e20201338. [PMID: 34586197 DOI: 10.1590/0034-7167-2020-1338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Accepted: 04/25/2021] [Indexed: 11/22/2022] Open
Abstract
OBJECTIVES to analyze factors associated with sepsis and septic shock in cancer patients in the Intensive Care Unit. METHODS cross-sectional, retrospective study with a quantitative approach, with a sample of 239 patients in an oncology hospital. Secondary data from medical records were used. The outcome variable was "presence of sepsis and/or septic shock"; and exposures: sex, length of stay, origin, use of invasive procedures and primary tumor site. Descriptive, bivariate analyzes and multiple logistic regression models were performed. RESULTS the prevalence of sepsis was 95% CI: 14.7-24.7 and septic shock of 95% CI: 37.7-50.3. In the multiple analysis, sepsis and/or septic shock were associated with hospital stay longer than seven days, being from the Emergency Department, presence of invasive procedures and hematological site. CONCLUSIONS sepsis and/or septic shock in cancer patients were associated with clinical characteristics and health care factors.
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