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Reddy V, Wante M, Nirhale DS, Puvvada P, Gaudani RH. The Prospective Analysis of Biomarkers in Sepsis: Correlation With Clinical Outcomes. Cureus 2024; 16:e70965. [PMID: 39507174 PMCID: PMC11538440 DOI: 10.7759/cureus.70965] [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: 07/22/2024] [Accepted: 10/06/2024] [Indexed: 11/08/2024] Open
Abstract
Background Sepsis is a medical emergency and necessitates immediate diagnosis and treatment to prevent the progression to severe sepsis, septic shock, and potentially mortality. Aim This study aims to study the diagnostic significance of conventional and new markers, interleukin-10 (IL-10), in predicting the severity of sepsis. Methodology A prospective observational study was conducted in the department of surgery in a tertiary care hospital in Pune, India. The study included 100 patients diagnosed with a quick Sequential Organ Failure Assessment (qSOFA) score of ≥2. Serum C-reactive protein (CRP), procalcitonin (PCT), and interleukin-10 (IL-10) levels were measured. Receiver operating characteristic (ROC) curves were plotted to assess the diagnostic performance of these biomarkers. Results The mean serum CRP level on day 7 was significantly higher than the baseline, day 1, and day 3 groups (p=0.0001). On analysis by repeated measure, the ANOVA test revealed that the mean CRP levels on day 7 were significantly higher. The mean PCT levels on day 7, day 3, and day 1 groups were significantly lower than those on day 1, day 2, and day 2, respectively (p=0.0001). The mean p-value of 3.3 g/L CRP was significantly lower on day 1 than that on day 3. IL-10 levels showed a significant upward trend, rising from 5.21 pg/mL at baseline to 7.57 pg/mL by day 7, with a p-value of <0.0001. Our cohort population showed elevated IL-10 values on the day of admission in a total of 15 patients. In our study, we observed that 11 patients with elevated IL-10 levels progressed toward multiple organ dysfunction syndrome (MODS) and four mortalities. IL-10 is a crucial marker for identifying patients with worsening surgical sepsis. Conclusion IL-10, CRP, and PCT have potential as prognostic markers in assessing and predicting disease severity. The dynamic changes in these biomarkers correlate strongly with clinical outcomes, suggesting their role in guiding treatment decisions.
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Affiliation(s)
- Vaishnavi Reddy
- Department of General Surgery, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
| | - Mahendra Wante
- Department of General Surgery, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
| | - Dakshayani S Nirhale
- Department of General Surgery, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
| | - Pragna Puvvada
- Department of General Surgery, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
| | - Romi H Gaudani
- Department of General Surgery, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
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Abu-Khudir R, Hafsa N, Badr BE. Identifying Effective Biomarkers for Accurate Pancreatic Cancer Prognosis Using Statistical Machine Learning. Diagnostics (Basel) 2023; 13:3091. [PMID: 37835833 PMCID: PMC10572229 DOI: 10.3390/diagnostics13193091] [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: 06/01/2023] [Revised: 09/08/2023] [Accepted: 09/26/2023] [Indexed: 10/15/2023] Open
Abstract
Pancreatic cancer (PC) has one of the lowest survival rates among all major types of cancer. Consequently, it is one of the leading causes of mortality worldwide. Serum biomarkers historically correlate well with the early prognosis of post-surgical complications of PC. However, attempts to identify an effective biomarker panel for the successful prognosis of PC were almost non-existent in the current literature. The current study investigated the roles of various serum biomarkers including carbohydrate antigen 19-9 (CA19-9), chemokine (C-X-C motif) ligand 8 (CXCL-8), procalcitonin (PCT), and other relevant clinical data for identifying PC progression, classified into sepsis, recurrence, and other post-surgical complications, among PC patients. The most relevant biochemical and clinical markers for PC prognosis were identified using a random-forest-powered feature elimination method. Using this informative biomarker panel, the selected machine-learning (ML) classification models demonstrated highly accurate results for classifying PC patients into three complication groups on independent test data. The superiority of the combined biomarker panel (Max AUC-ROC = 100%) was further established over using CA19-9 features exclusively (Max AUC-ROC = 75%) for the task of classifying PC progression. This novel study demonstrates the effectiveness of the combined biomarker panel in successfully diagnosing PC progression and other relevant complications among Egyptian PC survivors.
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Affiliation(s)
- Rasha Abu-Khudir
- Chemistry Department, College of Science, King Faisal University, P.O. Box 380, Hofuf 31982, Al-Ahsa, Saudi Arabia
- Chemistry Department, Biochemistry Branch, Faculty of Science, Tanta University, Tanta 31527, Egypt
| | - Noor Hafsa
- Computer Science Department, College of Computer Science and Information Technology, King Faisal University, P.O. Box 400, Hofuf 31982, Al-Ahsa, Saudi Arabia;
| | - Badr E. Badr
- Egyptian Ministry of Labor, Training and Research Department, Tanta 31512, Egypt;
- Botany Department, Microbiology Unit, Faculty of Science, Tanta University, Tanta 31527, Egypt
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3
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Mancini B, Liu J, Samuelsen A, Howrylak JA, Schultz L, Bonavia AS. Comparing Long-Term Prognosis in Chronic Critically Ill Patients: A Case Series Study of Medical versus Surgical Sepsis. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1617. [PMID: 37763735 PMCID: PMC10535459 DOI: 10.3390/medicina59091617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 09/01/2023] [Accepted: 09/05/2023] [Indexed: 09/29/2023]
Abstract
Background and Objectives: Chronic critical illness (CCI) is a syndrome characterized by persistent organ dysfunction that requires critical care therapy for ≥14 days. Sepsis and respiratory failure constitute the two primary causes of CCI. A better understanding of this patient population and their clinical course may help to risk-stratify them early during hospitalization. Our objective was to identify whether the source of sepsis (medical versus surgical) affected clinical trajectory and prognosis in patients developing CCI. Materials and Methods: We describe a cohort of patients having acute respiratory failure and sepsis and requiring critical care therapy in the medical (MICU) or surgical (SICU) critical care units for ≥14 days. Given the relative infrequency of CCI, we use a case series design to examine mortality, functional status, and place of residence (home versus non-home) at one year following their index hospitalization. Results: In medical patients developing CCI (n = 31), the severity of initial organ dysfunction, by SOFA score, was significantly associated with the development of CCI (p = 0.002). Surgical patients with CCI (n = 7) experienced significantly more ventilator-free days within the first 30 days following sepsis onset (p = 0.004), as well as less organ dysfunction at day 14 post-sepsis (p < 0.0001). However, one-year mortality, one-year functional status, and residency at home were not statistically different between cohorts. Moreover, 57% of surgical patients and 26% of medical patients who developed CCI were living at home for one year following their index hospitalization (p = 0.11). Conclusions: While surgical patients who develop sepsis-related CCI experience more favorable 30-day outcomes as compared with medical patients, long-term outcomes do not differ significantly between groups. This suggests that reversing established organ dysfunction and functional disability, regardless of etiology, is more challenging compared to preventing these complications at an earlier stage.
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Affiliation(s)
- Benjamin Mancini
- Penn State College of Medicine, 500 University Dr., Hershey, PA 17033, USA
| | - Jiabin Liu
- Department of Anesthesiology, Critical Care & Pain Management, Hospital for Special Surgery, New York, NY 10021, USA
- Department of Anesthesiology, Weill Cornell Medical College, New York, NY 10021, USA
| | - Abigail Samuelsen
- Department of Anesthesiology and Perioperative Medicine, Division of Critical Care Medicine, Penn State Hershey Medical Center, 500 University Dr., Hershey, PA 17033, USA
| | - Judie A. Howrylak
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, Penn State Hershey Medical Center, 500 University Dr., Hershey, PA 17033, USA
| | - Lisa Schultz
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, Penn State Hershey Medical Center, 500 University Dr., Hershey, PA 17033, USA
| | - Anthony S. Bonavia
- Department of Anesthesiology and Perioperative Medicine, Division of Critical Care Medicine, Penn State Hershey Medical Center, 500 University Dr., Hershey, PA 17033, USA
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Chinawong C, Utriyaprasit K, Sindhu S, Viwatwongkasem C, Suksompong S. Factors Influencing Pre-Cardiopulmonary Arrest Signs among Post-General Surgery Patients in Critical Care Service System. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:876. [PMID: 36613197 PMCID: PMC9819579 DOI: 10.3390/ijerph20010876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 12/22/2022] [Accepted: 12/30/2022] [Indexed: 06/17/2023]
Abstract
Health service system factors can lead to pre-cardiopulmonary arrest signs (pre-CA), which refer to a critical condition in the body leading to a circulatory and respiratory system disruption. The purpose of this study was to assess the incidence rate of an event leading to pre-cardiopulmonary arrest signs within the first 24 h, and also to analyze the factors influencing the health service system in critical post-general surgery patients in the intensive care unit. These results of the study found the incidence rate of pre-CA was 49.05 per 1000 person-hours, especially 1 h after admission to the ICU. Hemodynamic instability, respiratory instability, and neurological alteration were the most common pre-CA symptoms. The patient factors associated with high pre-CA arrest sign scores were the age from 18-40 years, with an operation status as emergency surgery, elective surgery compared with urgent surgery, and the interaction of operation status and age in critical post-general surgery patients. The organization factors found advanced hospital level and nurse allocation were associated with pre-CA. To improve quality of care for critical post-general surgery patients, critical care service delivery should be delegated to nurses with nurse allocation and critical care nursing training. Guidelines must be established for critically ill post-general surgery patient care.
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Affiliation(s)
| | | | - Siriorn Sindhu
- Faculty of Nursing, Mahidol University, Bangkok 10700, Thailand
| | | | - Sirilak Suksompong
- Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand
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Soni S, Martens MD, Takahara S, Silver HL, Maayah ZH, Ussher JR, Ferdaoussi M, Dyck JRB. Exogenous ketone ester administration attenuates systemic inflammation and reduces organ damage in a lipopolysaccharide model of sepsis. Biochim Biophys Acta Mol Basis Dis 2022; 1868:166507. [PMID: 35902007 DOI: 10.1016/j.bbadis.2022.166507] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 07/19/2022] [Accepted: 07/21/2022] [Indexed: 12/20/2022]
Abstract
AIMS Sepsis is a life-threatening condition of organ dysfunction caused by dysregulated inflammation which predisposes patients to developing cardiovascular disease. The ketone β-hydroxybutyrate is reported to be cardioprotective in cardiovascular disease and this may be due to their signaling properties that contribute to reducing inflammation. While exogenous ketone esters (KE) increase blood ketone levels, it remains unknown whether KEs can reduce the enhanced inflammatory response and multi-organ dysfunction that is observed in sepsis. Thus, this study assesses whether a recently developed and clinically safe KE can effectively improve the inflammatory response and organ dysfunction in sepsis. METHODS AND RESULTS To assess the anti-inflammatory effects of a KE, we utilized a model of lipopolysaccharide (LPS)-induced sepsis in which an enhanced inflammatory response results in multi-organ dysfunction. Oral administration of KE for three days prior to LPS-injection significantly protected mice against the profound systemic inflammation compared to their vehicle-treated counterparts. In assessing organ dysfunction, KE protected mice from sepsis-induced cardiac dysfunction as well as renal dysfunction and fibrosis. Furthermore, KE administration attenuated the sepsis-induced inflammation in the heart, kidney, and liver. Moreover, these protective effects occurred independent of changes to enzymes involved in ketone metabolism. CONCLUSION These data show that the use of an exogenous KE attenuates the dysregulated systemic and organ inflammation as well as organ dysfunction in a model of severe inflammation. We postulate that this exogenous KE is an appealing and promising approach to capitalize on the protective anti-inflammatory effects of ketones in sepsis and/or other inflammatory responses.
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Affiliation(s)
- Shubham Soni
- Cardiovascular Research Centre, University of Alberta, Edmonton, Alberta, Canada; Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Matthew D Martens
- Cardiovascular Research Centre, University of Alberta, Edmonton, Alberta, Canada; Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Shingo Takahara
- Cardiovascular Research Centre, University of Alberta, Edmonton, Alberta, Canada; Division of Cardiovascular Surgery, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
| | - Heidi L Silver
- Cardiovascular Research Centre, University of Alberta, Edmonton, Alberta, Canada; Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Zaid H Maayah
- Cardiovascular Research Centre, University of Alberta, Edmonton, Alberta, Canada; Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - John R Ussher
- Cardiovascular Research Centre, University of Alberta, Edmonton, Alberta, Canada; Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Mourad Ferdaoussi
- Cardiovascular Research Centre, University of Alberta, Edmonton, Alberta, Canada; Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Jason R B Dyck
- Cardiovascular Research Centre, University of Alberta, Edmonton, Alberta, Canada; Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.
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Efat A, Shoeib SA, Arafa AF, Dawod AA, Abd ElHafez MA, Abd ElMohsen EA, Eladly HF, Ibrahim RA, Elkholy A. Thrombo-inflammatory biomarkers to predict sepsis outcome. Int J Immunopathol Pharmacol 2021; 35:20587384211048561. [PMID: 34647483 PMCID: PMC8521754 DOI: 10.1177/20587384211048561] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Background: Sepsis has been redefined recently as life-threatening organ dysfunction caused by dysregulated host responses to infection and septic shock. Soluble urokinase plasminogen activator receptor (SuPAR) and plasminogen activator inhibitor-1(PAI-1) concentration positively correlate to the activation level of the immune system, and are markers of disease severity and aggressiveness. Objective: The study aimed to identify the blood level of plasminogen activator inhibitor-1 (PAI-1) and soluble urokinase plasminogen activator receptor (SuPAR) in sepsis and its association with mortality. Patient and methods: This is an observational prospective study that enrolled 60 adult patients with sepsis (according to SOFA), admitted to Menoufia and Zagazig university hospitals during the period from December 2019 till October 2020. Plasminogen activator inhibitor-1 (PAI-1) and soluble urokinase plasminogen activator receptor (SuPAR) were checked in all participants. Results: SuPAR and PAI.1 were significant independent predictors of hospital mortality. SuPAR showed sensitivity 100%, specificity 95.9%, and accuracy 94% for prediction of early mortality at a cutoff value of 13.4(pg/ml). While, PAI-1 demonstrated sensitivity 100%, specificity 93.9%, and accuracy of 95% at a cutoff value of 122.5 for predicting mortality. Conclusion: PAI-1 and suPAR were significant predictors of hospital mortality among sepsis patients. The sample size was relatively small, which may have decreased the statistical power of the results of the present study. Hence, additional studies with large sample sizes are required for further validation of the present results.
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Affiliation(s)
- Alaa Efat
- Department of internal medicine and hematology, faculty of medicine, 68872Menoufia University, Shebin El-Kom, Egypt
| | - Sabry Abdallah Shoeib
- Department of internal medicine and hematology, faculty of medicine, 68872Menoufia University, Shebin El-Kom, Egypt
| | - Ayman F Arafa
- Department of internal medicine and hematology, faculty of medicine, 68865Zagazig University, Zagazig, Egypt
| | - Ashraf Abdelraof Dawod
- Department of medical biochemistry, faculty of medicine, 68872Menoufia University, Shebin El-Kom, Egypt
| | - Mohamad A Abd ElHafez
- Department of internal medicine and hematology, faculty of medicine, 68872Menoufia University, Shebin El-Kom, Egypt
| | - Essam A Abd ElMohsen
- Department of hematology and bone marrow transplantation, at el Maadi military forces medical compound, Cairo, Egypt
| | - Hany F Eladly
- Department of internal medicine and hematology, faculty of medicine, 68872Menoufia University, Shebin El-Kom, Egypt
| | - Reda A Ibrahim
- Department of Community medicine, faculty of medicine, Menoufia University, Shebin El-Kom, Egypt
| | - Aly Elkholy
- Department of internal medicine and hematology, faculty of medicine, 68872Menoufia University, Shebin El-Kom, Egypt
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7
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Rotter J, Dowlati E, Cobourn K, Kalhorn C. A cross-sectional analysis of variables associated with morbidity and mortality in postoperative neurosurgical patients diagnosed with sepsis. Acta Neurochir (Wien) 2020; 162:2837-2848. [PMID: 32959343 DOI: 10.1007/s00701-020-04586-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 09/15/2020] [Indexed: 12/27/2022]
Abstract
BACKGROUND Sepsis is a systemic, inflammatory response to infection associated with significant morbidity and mortality. There is a considerable lack of literature exploring sepsis in neurosurgery. We aimed to identify variables that were correlated with mortality and increased morbidity as defined by readmission and increased length of stay in postoperative neurosurgical patients that met a sepsis diagnosis. METHODS A retrospective chart review was conducted of 105 patients who underwent a neurosurgical operation at our institution from 2012 to 2017 who were discharged with at least one sepsis diagnosis code and who did not have a preoperative infection. We identified variables that were correlated with mortality, readmission, and increased length of stay. RESULTS Patients who survived were preferentially distributed towards lower ASA Physical Status Classification scores. A larger percentage of patients who did not survive had cranial surgery, whereas patients who survived were more likely to have undergone spinal surgery. Higher respiratory rates, higher maximum lactic acid levels, positive sputum cultures, and lower incoming Glasgow Coma Scores (GCS) were significantly correlated with mortality. A larger fraction of readmitted patients had positive surgical site cultures but had negative sputum cultures. Length of hospitalization was correlated with incoming GCS, non-elective operations, and Foley catheter, arterial line, central line, and endotracheal tube duration. CONCLUSIONS Neurosurgical postoperative patients diagnosed with sepsis may be risk stratified for mortality, readmission, and increased length of stay based on certain variables that may help direct their care. Further prospective studies are needed to explore causal relationships.
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Affiliation(s)
- Juliana Rotter
- Department of Neurologic Surgery, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA.
| | - Ehsan Dowlati
- Department of Neurological Surgery, MedStar Georgetown University Hospital, 3800 Reservoir Rd. PHC 7, Washington, DC, 20007, USA
| | - Kelsey Cobourn
- Department of Neurological Surgery, MedStar Georgetown University Hospital, 3800 Reservoir Rd. PHC 7, Washington, DC, 20007, USA
| | - Christopher Kalhorn
- Department of Neurological Surgery, MedStar Georgetown University Hospital, 3800 Reservoir Rd. PHC 7, Washington, DC, 20007, USA
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Webb TT, Boyer TJ, Mitchell SA, Eddy C. Intraoperative Sepsis: A Simulation Case for Anesthesiology Residents. MEDEDPORTAL : THE JOURNAL OF TEACHING AND LEARNING RESOURCES 2020; 16:10886. [PMID: 32206702 PMCID: PMC7083602 DOI: 10.15766/mep_2374-8265.10886] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Accepted: 11/04/2019] [Indexed: 06/10/2023]
Abstract
INTRODUCTION Sepsis is a major cause of morbidity and mortality in medicine and is managed in ICUs daily. Critical care training is a vital part of anesthesiology residency, and understanding the presentation, management, and treatment of septic shock is fundamental to intraoperative patient care. METHODS This simulation involved a 58-year-old man undergoing surgical debridement of a peripancreatic cyst with hemodynamic instability and septic shock. We conducted the simulation yearly for clinical anesthesia year 2 residents (n = 26) in 1-hour sessions with three to five learners at a time. The simulation covered the six Anesthesiology Milestones related to sepsis and septic shock as outlined in the Anesthesiology Milestones Project. RESULTS To date, 155 anesthesiology residents have completed the simulation. Commonly missed critical actions included failure to recognize the need for invasive lines, provide appropriate volumes of fluid resuscitation, inquire about blood cultures and antibiotics, and recognize the need for the patient to remain intubated. Most participants could appropriately diagnose and treat intraoperative septic shock, but all had moments of action or inaction to discuss and improve upon, and all learned from this scenario. DISCUSSION Simulation is an optimal way to practice the more rare and life-threatening clinical events in medicine. Even though septic shock is commonly managed in the ICU, it is relatively uncommon for it to develop acutely in the OR. This simulation is an effective and educational way to discuss the most recent sepsis/septic shock definition and review evidence-based guidelines for treatment.
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Affiliation(s)
- Timothy T. Webb
- Assistant Professor of Clinical Anesthesia, Department of Anesthesia, Indiana University School of Medicine
| | - Tanna J. Boyer
- Assistant Professor of Clinical Anesthesia, Department of Anesthesia, Indiana University School of Medicine
- Director of Simulation, Department of Anesthesia, Indiana University School of Medicine
| | - Sally A. Mitchell
- Assistant Professor of Clinical Anesthesia, Department of Anesthesia, Indiana University School of Medicine
- Director of Educational Quality and Research, Indiana University School of Medicine
- Statewide Assistant Clerkship Director, Indiana University School of Medicine
| | - Christopher Eddy
- Assistant Professor of Clinical Anesthesia, Department of Anesthesia, Indiana University School of Medicine
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Knight SR, Ots R, Maimbo M, Drake TM, Fairfield CJ, Harrison EM. Systematic review of the use of big data to improve surgery in low- and middle-income countries. Br J Surg 2019; 106:e62-e72. [PMID: 30620075 PMCID: PMC6590290 DOI: 10.1002/bjs.11052] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Revised: 10/08/2018] [Accepted: 10/15/2018] [Indexed: 12/16/2022]
Abstract
Background Technological advances have led to the generation of large amounts of data, both in surgical research and practice. Despite this, it is unclear how much originates in low‐ and middle‐income countries (LMICs) and what barriers exist to the use of such data in improving surgical care. The aim of this review was to capture the extent and impact of programmes that use large volumes of patient data on surgical care in LMICs. Methods A PRISMA‐compliant systematic literature review of PubMed, Embase and Google Scholar was performed in August 2018. Prospective studies collecting large volumes of patient‐level data within LMIC settings were included and evaluated qualitatively. Results A total of 68 studies were included from 71 LMICs, involving 708 032 patients. The number of patients in included studies varied widely (from 335 to 428 346), with 25 reporting data on 3000 or more LMIC patients. Patient inclusion in large‐data studies in LMICs has increased dramatically since 2015. Studies predominantly involved Brazil, China, India and Thailand, with low patient numbers from Africa and Latin America. Outcomes after surgery were commonly the focus (33 studies); very few large studies looked at access to surgical care or patient expenditure. The use of large data sets specifically to improve surgical outcomes in LMICs is currently limited. Conclusion Large volumes of data are becoming more common and provide a strong foundation for continuing investigation. Future studies should address questions more specific to surgery.
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Affiliation(s)
- S R Knight
- Surgical Informatics, Centre for Medical Informatics, Royal Infirmary of Edinburgh, University of Edinburgh, Edinburgh, UK
| | - R Ots
- Surgical Informatics, Centre for Medical Informatics, Royal Infirmary of Edinburgh, University of Edinburgh, Edinburgh, UK
| | - M Maimbo
- Department of General Surgery, Kitwe Teaching Hospital, Kitwe, Zambia
| | - T M Drake
- Surgical Informatics, Centre for Medical Informatics, Royal Infirmary of Edinburgh, University of Edinburgh, Edinburgh, UK
| | - C J Fairfield
- Surgical Informatics, Centre for Medical Informatics, Royal Infirmary of Edinburgh, University of Edinburgh, Edinburgh, UK
| | - E M Harrison
- Surgical Informatics, Centre for Medical Informatics, Royal Infirmary of Edinburgh, University of Edinburgh, Edinburgh, UK
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Reis PV, Sousa G, Lopes AM, Costa AV, Santos A, Abelha FJ. Severity of disease scoring systems and mortality after non-cardiac surgery. BRAZILIAN JOURNAL OF ANESTHESIOLOGY (ENGLISH EDITION) 2018. [PMID: 29628154 PMCID: PMC9391813 DOI: 10.1016/j.bjane.2017.11.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Background Mortality after surgery is frequent and severity of disease scoring systems are used for prediction. Our aim was to evaluate predictors for mortality after non-cardiac surgery. Methods Adult patients admitted at our surgical intensive care unit between January 2006 and July 2013 was included. Univariate analysis was carried using Mann–Whitney, Chi-square or Fisher's exact test. Logistic regression was performed to assess independent factors with calculation of odds ratio and 95% confidence interval (95% CI). Results 4398 patients were included. Mortality was 1.4% in surgical intensive care unit and 7.4% during hospital stay. Independent predictors of mortality in surgical intensive care unit were APACHE II (OR = 1.24); emergent surgery (OR = 4.10), serum sodium (OR = 1.06) and FiO2 at admission (OR = 14.31). Serum bicarbonate at admission (OR = 0.89) was considered a protective factor. Independent predictors of hospital mortality were age (OR = 1.02), APACHE II (OR = 1.09), emergency surgery (OR = 1.82), high-risk surgery (OR = 1.61), FiO2 at admission (OR = 1.02), postoperative acute renal failure (OR = 1.96), heart rate (OR = 1.01) and serum sodium (OR = 1.04). Dying patients had higher scores in severity of disease scoring systems and longer surgical intensive care unit stay. Conclusion Some factors influenced both surgical intensive care unit and hospital mortality.
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Affiliation(s)
- Pedro Videira Reis
- Hospital de São João, Serviço de Anestesiologia, Porto, Portugal; Universidade do Porto, Faculdade de Medicina, Porto, Portugal
| | - Gabriela Sousa
- Hospital de São João, Serviço de Anestesiologia, Porto, Portugal
| | | | - Ana Vera Costa
- Universidade do Porto, Faculdade de Medicina, Porto, Portugal
| | - Alice Santos
- Hospital de São João, Serviço de Anestesiologia, Porto, Portugal
| | - Fernando José Abelha
- Hospital de São João, Serviço de Anestesiologia, Porto, Portugal; Universidade do Porto, Faculdade de Medicina, Porto, Portugal.
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11
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Reis PV, Sousa G, Lopes AM, Costa AV, Santos A, Abelha FJ. [Severity of disease scoring systems and mortality after non-cardiac surgery]. Rev Bras Anestesiol 2018; 68:244-253. [PMID: 29628154 DOI: 10.1016/j.bjan.2017.12.001] [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: 08/18/2015] [Accepted: 11/22/2017] [Indexed: 10/17/2022] Open
Abstract
BACKGROUND Mortality after surgery is frequent and severity of disease scoring systems are used for prediction. Our aim was to evaluate predictors for mortality after non-cardiac surgery. METHODS Adult patients admitted at our surgical intensive care unit between January 2006 and July 2013 was included. Univariate analysis was carried using Mann-Whitney, Chi-square or Fisher's exact test. Logistic regression was performed to assess independent factors with calculation of odds ratio and 95% confidence interval (95% CI). RESULTS 4398 patients were included. Mortality was 1.4% in surgical intensive care unit and 7.4% during hospital stay. Independent predictors of mortality in surgical intensive care unit were APACHE II (OR=1.24); emergent surgery (OR=4.10), serum sodium (OR=1.06) and FiO2 at admission (OR=14.31). Serum bicarbonate at admission (OR=0.89) was considered a protective factor. Independent predictors of hospital mortality were age (OR=1.02), APACHE II (OR=1.09), emergency surgery (OR=1.82), high-risk surgery (OR=1.61), FiO2 at admission (OR=1.02), postoperative acute renal failure (OR=1.96), heart rate (OR=1.01) and serum sodium (OR=1.04). Dying patients had higher scores in severity of disease scoring systems and longer surgical intensive care unit stay. CONCLUSION Some factors influenced both surgical intensive care unit and hospital mortality.
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Affiliation(s)
- Pedro Videira Reis
- Hospital de São João, Serviço de Anestesiologia, Porto, Portugal; Universidade do Porto, Faculdade de Medicina, Porto, Portugal
| | - Gabriela Sousa
- Hospital de São João, Serviço de Anestesiologia, Porto, Portugal
| | | | - Ana Vera Costa
- Universidade do Porto, Faculdade de Medicina, Porto, Portugal
| | - Alice Santos
- Hospital de São João, Serviço de Anestesiologia, Porto, Portugal
| | - Fernando José Abelha
- Hospital de São João, Serviço de Anestesiologia, Porto, Portugal; Universidade do Porto, Faculdade de Medicina, Porto, Portugal.
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A systematic review on risk factors associated with sepsis in patients admitted to intensive care units. Aust Crit Care 2018; 32:155-164. [PMID: 29574007 DOI: 10.1016/j.aucc.2018.02.005] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Revised: 01/29/2018] [Accepted: 02/05/2018] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVE We sought to systematically review data on the risk factors influencing the incidence of sepsis in patients admitted to intensive care units (ICUs). REVIEW METHODS An electronic search was undertaken in PubMed, MEDLINE, Scopus, and the Cochrane Library for studies reporting the risk factors of sepsis from the earliest available date up to December 30, 2016. RESULTS Among the 2978 articles, 14 studies met the inclusion criteria with a total of 56 164 participants from nine countries. The extracted risk factors were from the following categories: demographic, critical care interventions, surgery-related factors, pre-existing comorbidities, severity of organ injury, and biomarkers and biochemical and molecular indicators. From demographic factors, older age and male gender were associated with an increased risk of sepsis among ICU-admitted patients. CONCLUSION Our analysis comprehensively summarised the risk factors of sepsis in patients admitted to medical, surgical, neurologic, trauma, and general ICUs. Age, sex, and comorbidities were non-modifiable risk factors; however, critical care interventions and surgery-related factors were modifiable factors and suggest that improving the care of surgical patients and effective management of critical care interventions may play a key role in decreasing the development of sepsis in patients admitted to the ICUs.
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Vincent JL. Update on surgical sepsis syndrome. Br J Surg 2017; 104:e34-e40. [DOI: 10.1002/bjs.10451] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2016] [Accepted: 11/01/2016] [Indexed: 12/29/2022]
Abstract
Abstract
Background
Sepsis is a serious complication in surgical patients, and is associated with prolonged hospital stay and high mortality rates. The definitions of sepsis have been revisited recently. This article reviews how definitions have changed over the years, and provides an update on basic pathobiology and essential aspects of treatment.
Methods
PubMed was searched for reports published in English before October 2016, using the search terms ‘surgical sepsis’ AND ‘surgical ICU’. The reference lists of articles identified in the search were also checked. Other relevant literature was selected based on personal knowledge of developments in the field of sepsis.
Results
Sepsis is defined as the presence of infection plus associated organ dysfunction. It occurs as the result of a dysregulated host response to the infection. Prevention of infection is an important means of limiting the development of sepsis. Treatment relies on source control, appropriate antibiotics and organ support. Research continues in an attempt to identify effective immunomodulatory therapies.
Conclusion
Sepsis is an important and serious complication of surgery, and precautions must be taken to try to prevent infection in surgical patients. If sepsis develops, rapid diagnosis is crucial so that appropriate source control, antimicrobial therapy and organ support can be started early in the course of disease. New techniques enabling a better classification of a patient's particular sepsis profile will enable more personalized therapy.
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Affiliation(s)
- J-L Vincent
- Department of Intensive Care, Erasme Hospital, Université Libre de Bruxelles, Route de Lennik 808, 1070, Brussels, Belgium
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Hiong A, Thursky KA, Teh BW, Haeusler GM, Slavin MA, Worth LJ. Sepsis following cancer surgery: the need for early recognition and standardised clinical care. Expert Rev Anti Infect Ther 2016; 14:425-33. [PMID: 26882129 DOI: 10.1586/14787210.2016.1154787] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Despite the implementation of multimodal bundles of care in hospitalised patients, post-operative sepsis in patients with cancer still accounts for a significant burden of illness and substantial healthcare costs. Patients undergoing surgery for cancer are at particular risk of sepsis due to underlying malignancy, being immunocompromised associated with cancer management and the complexity of surgical procedures performed. In this review, we evaluate the burden of illness and risks for sepsis following surgery for cancer. Current evidence supporting standardised strategies for sepsis management (including early recognition and resuscitation) is examined together with challenges in implementing quality improvement programs.
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Affiliation(s)
- A Hiong
- a Department of Infectious Diseases and Infection Prevention , Peter MacCallum Cancer Centre , Melbourne , Victoria , Australia
| | - K A Thursky
- a Department of Infectious Diseases and Infection Prevention , Peter MacCallum Cancer Centre , Melbourne , Victoria , Australia.,b Department of Medicine , University of Melbourne , Melbourne , Victoria , Australia.,d National Centre for Antimicrobial Stewardship , Royal Melbourne Hospital at the Doherty Institute , Melbourne , Victoria , Australia
| | - B W Teh
- a Department of Infectious Diseases and Infection Prevention , Peter MacCallum Cancer Centre , Melbourne , Victoria , Australia
| | - G M Haeusler
- a Department of Infectious Diseases and Infection Prevention , Peter MacCallum Cancer Centre , Melbourne , Victoria , Australia
| | - M A Slavin
- a Department of Infectious Diseases and Infection Prevention , Peter MacCallum Cancer Centre , Melbourne , Victoria , Australia.,b Department of Medicine , University of Melbourne , Melbourne , Victoria , Australia.,d National Centre for Antimicrobial Stewardship , Royal Melbourne Hospital at the Doherty Institute , Melbourne , Victoria , Australia
| | - L J Worth
- a Department of Infectious Diseases and Infection Prevention , Peter MacCallum Cancer Centre , Melbourne , Victoria , Australia.,b Department of Medicine , University of Melbourne , Melbourne , Victoria , Australia.,c Victorian Healthcare Associated Infection Surveillance System (VICNISS) Coordinating Centre , Melbourne , Victoria , Australia
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Cheung WK, Chau LS, Mak IIL, Wong MY, Wong SL, Tiwari AFY. Clinical management for patients admitted to a critical care unit with severe sepsis or septic shock. Intensive Crit Care Nurs 2015; 31:359-65. [PMID: 26292920 DOI: 10.1016/j.iccn.2015.04.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2014] [Revised: 04/07/2015] [Accepted: 04/24/2015] [Indexed: 12/17/2022]
Abstract
BACKGROUND The Surviving Sepsis Campaign promotes the use of norepinephrine as the first-line inotropic support for patients presenting with severe sepsis or septic shock in cases of persistent hypotension, despite adequate fluid resuscitation. However, there is little published evidence on how much noradrenaline is administered to such patients when admitted to the intensive care unit (ICU). The authors report the clinical management of this group of patients, with a special focus on the total amount and duration of norepinephrine infusion required. METHODS A chart review of the admission records of an ICU in Hong Kong was carried out in 2013. A total of 5000 patients were screened by their diagnosis of severe sepsis or septic shock (in the admissions book) between 1 January 2011 and 31 December 2013. A total of 150 of these were identified and 100 included in the study after simultaneous in-depth reviews of their case notes by two of the investigators. The analysis covers those with severe sepsis or septic shock who required ICU admission for further care. Clinical management and outcomes were analysed. RESULTS 100 patients (median age 61.6; M/F ratio 2:1) met the inclusion criteria. The mean ICU stay was 13.4 days (range=1-371). 14 patients (14%) died in the ICU, with a 28-day mortality rate of 22%. The mean period of mechanical ventilation was 6.1 days (range=0-137). 91.5% (n=43) of patients had been operated on immediately before admission to the ICU, and the majority of these operations had been of the emergency type (97.7%, n=43). The mean total volumes of crystalloid and colloid administered were 3420ml and 478ml, respectively. The mean wean-off period for norepinephrine infusion was 4234minutes (70.5hours). All patients were prescribed norepinephrine for persistent hypotension despite adequate fluid resuscitation, and the mean total amount administered was 87,211mg. Final multiple linear and logistic regression analysis showed different clinical outcomes associated with different covariates, which included: (1) total amount of crystalloid given, positively associated with the total amount and duration of norepinephrine infusion; (2) duration of mechanical ventilation, positively associated with the type of operation the patient had undergone; (3) 28-day mortality rate, positively associated with the INR. CONCLUSIONS What this study adds to knowledge about patients suffering from severe sepsis or septic shock: (1) the mean duration of norepinephrine infusion for septic shock patients in an ICU is almost three days; (2) the more crystalloid is required to correct hypoperfusion, the higher the dosage and longer the duration of norepinephrine infusion will be necessary; (3) the longer the patient's INR, the higher the chances of death within 28 days. Since not all patients have their body weight measured on or after admission to the ICU, we suggest further research into indirect estimation of body weight by other means, such as anthropometric measures, to guide the use of drugs and nutritional support in the ICU. In addition, APACHE scores should be included in further studies to compare the severity of the patient's condition in other research. Furthermore, since this study does not cover university hospital ICUs, we suggest that further research concerning such patients should compare and reflect similarities and differences between public and university hospitals in the territory.
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Affiliation(s)
- Wai Keung Cheung
- School of Nursing, The University of Hong Kong, Hong Kong Special Administrative Region.
| | - Lai Sheung Chau
- Intensive Care Unit, Tuen Mun Hospital, Hong Kong Special Administrative Region.
| | | | - Mei Yi Wong
- Intensive Care Unit, Tuen Mun Hospital, Hong Kong Special Administrative Region.
| | - Sai Leung Wong
- Intensive Care Unit, Tuen Mun Hospital, Hong Kong Special Administrative Region.
| | - Agnes Fung Yee Tiwari
- School of Nursing, The University of Hong Kong, Hong Kong Special Administrative Region.
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Mas N, Olaechea P, Palomar M, Alvarez-Lerma F, Rivas R, Nuvials X, Gimeno R, Catalán M, Gracia M, Seijas I. Análisis comparativo de pacientes ingresados en Unidades de Cuidados Intensivos españolas por causa médica y quirúrgica. Med Intensiva 2015; 39:279-89. [DOI: 10.1016/j.medin.2014.07.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2013] [Revised: 07/02/2014] [Accepted: 07/06/2014] [Indexed: 11/26/2022]
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Unplanned intubation: When and why does this deadly complication occur? Surgery 2013; 154:376-83. [DOI: 10.1016/j.surg.2013.05.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2013] [Accepted: 05/10/2013] [Indexed: 12/31/2022]
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Bengmark S. Nutrition of the critically ill — a 21st-century perspective. Nutrients 2013; 5:162-207. [PMID: 23344250 PMCID: PMC3571643 DOI: 10.3390/nu5010162] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2012] [Revised: 12/17/2012] [Accepted: 12/24/2012] [Indexed: 02/07/2023] Open
Abstract
Health care-induced diseases constitute a fast-increasing problem. Just one type of these health care-associated infections (HCAI) constitutes the fourth leading cause of death in Western countries. About 25 million individuals worldwide are estimated each year to undergo major surgery, of which approximately 3 million will never return home from the hospital. Furthermore, the quality of life is reported to be significantly impaired for the rest of the lives of those who, during their hospital stay, suffered life-threatening infections/sepsis. Severe infections are strongly associated with a high degree of systemic inflammation in the body, and intimately associated with significantly reduced and malfunctioning GI microbiota, a condition called dysbiosis. Deranged composition and function of the gastrointestinal microbiota, occurring from the mouth to the anus, has been found to cause impaired ability to maintain intact mucosal membrane functions and prevent leakage of toxins - bacterial endotoxins, as well as whole bacteria or debris of bacteria, the DNA of which are commonly found in most cells of the body, often in adipocytes of obese individuals or in arteriosclerotic plaques. Foods rich in proteotoxins such as gluten, casein and zein, and proteins, have been observed to have endotoxin-like effects that can contribute to dysbiosis. About 75% of the food in the Western diet is of limited or no benefit to the microbiota in the lower gut. Most of it, comprised specifically of refined carbohydrates, is already absorbed in the upper part of the GI tract, and what eventually reaches the large intestine is of limited value, as it contains only small amounts of the minerals, vitamins and other nutrients necessary for maintenance of the microbiota. The consequence is that the microbiota of modern humans is greatly reduced, both in terms of numbers and diversity when compared to the diets of our paleolithic forebears and the individuals living a rural lifestyle today. It is the artificial treatment provided in modern medical care - unfortunately often the only alternative provided - which constitute the main contributors to a poor outcome. These treatments include artificial ventilation, artificial nutrition, hygienic measures, use of skin-penetrating devices, tubes and catheters, frequent use of pharmaceuticals; they are all known to severely impair the microbiomes in various locations of the body, which, to a large extent, are ultimately responsible for a poor outcome. Attempts to reconstitute a normal microbiome by supply of probiotics have often failed as they are almost always undertaken as a complement to - and not as an alternative to - existing treatment schemes, especially those based on antibiotics, but also other pharmaceuticals.
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Affiliation(s)
- Stig Bengmark
- Division of Surgery & Interventional Science, University College London, 4th floor, 74 Huntley Street, London, WC1E 6AU, UK.
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Toufen C, Franca SA, Okamoto VN, Salge JM, Carvalho CRR. Infection as an independent risk factor for mortality in the surgical intensive care unit. Clinics (Sao Paulo) 2013; 68:1103-8. [PMID: 24037005 PMCID: PMC3752640 DOI: 10.6061/clinics/2013(08)07] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2013] [Accepted: 04/02/2013] [Indexed: 01/04/2023] Open
Abstract
OBJECTIVES Medical and surgical intensive care unit patients represent two different populations and require different treatment approaches. The aim of this study was to investigate the parameters associated with mortality in medical and surgical intensive care units. METHODS This was a prospective cohort study of adult patients admitted to a medical and surgical intensive care unit teaching hospital over an 11-month period. Factors associated with mortality were explored using logistic regression analysis. RESULTS In total, 827 admissions were observed, and 525 patients >18 years old and with a length of stay >24 h were analyzed. Of these patients, 227 were in the medical and 298 were in the surgical intensive care unit. The surgical patients were older (p<0.01) and had shorter lengths of stay (p<0.01). The mortality in the intensive care unit (35.1 vs. 26.2, p = 0.02) and hospital (48.8 vs. 35.5, p<0.01) was higher for medical patients. For patients in the surgical intensive care unit, death was independently associated with the need for mechanical ventilation, prognostic score (SAPS II), community-acquired infection, nosocomial infection, and intensive care unit-acquired infection. For patients in the medical intensive care unit, death was independently associated with the need for mechanical ventilation and prognostic score. CONCLUSIONS Although the presence of infection is associated with a high mortality in both the medical and surgical intensive care units, the results of this prospective study suggest that infection has a greater impact in patients admitted to the surgical intensive care unit. Measures and trials to prevent and treat sepsis may be most effective in the surgical intensive care unit population.
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Affiliation(s)
- Carlos Toufen
- Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, Instituto do Coração (InCor), Pulmonary Division, São PauloSP, Brazil
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Bengmark S. Nutrition of the critically ill - emphasis on liver and pancreas. Hepatobiliary Surg Nutr 2012; 1:25-52. [PMID: 24570901 PMCID: PMC3924628 DOI: 10.3978/j.issn.2304-3881.2012.10.14] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2012] [Accepted: 10/25/2012] [Indexed: 12/13/2022]
Abstract
About 25 million individuals undergo high risk surgery each year. Of these about 3 million will never return home from hospital, and the quality of life for many of those who return is often significantly impaired. Furthermore, many of those who manage to leave hospital have undergone severe life-threatening complications, mostly infections/sepsis. The development is strongly associated with the level of systemic inflammation in the body, which again is entirely a result of malfunctioning GI microbiota, a condition called dysbiosis, with deranged composition and function of the gastrointestinal microbiota from the mouth to the anus and impaired ability to maintain intact mucosal membrane functions and prevent leakage of toxins-bacterial endotoxins and whole or debris of bacteria, but also foods containing proteotoxins gluten, casein and zein and heat-induced molecules such as advanced glycation end products (AGEs) and advanced lipoxidation end products (ALEs). Markedly lower total anaerobic bacterial counts, particularly of the beneficial Bifidobacterium and Lactobacillus and higher counts of total facultative anaerobes such as Staphylococcus and Pseudomonas are often observed when analyzing the colonic microbiota. In addition Gram-negative facultative anaerobes are commonly identified microbial organisms in mesenteric lymph nodes and at serosal "scrapings" at laparotomy in patients suffering what is called "Systemic inflammation response system" (SIRS). Clearly the outcome is influenced by preexisting conditions in those undergoing surgery, but not to the extent as one could expect. Several studies have for example been unable to find significant influence of pre-existing obesity. The outcome seems much more to be related to the life-style of the individual and her/his "maintenance" of the microbiota e.g., size and diversity of microbiota, normal microbiota, eubiosis, being highly preventive. About 75% of the food Westerners consume does not benefit microbiota in the lower gut. Most of it, refined carbohydrates, is already absorbed in the upper part of the GI tract, and of what reaches the large intestine is of limited value containing less minerals, less vitamins and other nutrients important for maintenance of the microbiota. The consequence is that the microbiota of modern man has a much reduced size and diversity in comparison to what our Palelithic forefathers had, and individuals living a rural life have today. It is the artificial treatment provided by modern care, unfortunately often the only alternative, which belongs to the main contributor to poor outcome, among them; artificial ventilation, artificial nutrition, hygienic measures, use of skin penetrating devices, tubes and catheters, frequent use of pharmaceuticals, all known to significantly impair the total microbiome of the body and dramatically contribute to poor outcome. Attempts to reconstitute a normal microbiome have often failed as they have always been undertaken as a complement to and not an alternative to existing treatment schemes, especially treatments with antibiotics. Modern nutrition formulas are clearly too artificial as they are based on mixture of a variety of chemicals, which alone or together induce inflammation. Alternative formulas, based on regular food ingredients, especially rich in raw fresh greens, vegetables and fruits and with them healthy bacteria are suggested to be developed and tried.
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Affiliation(s)
- Stig Bengmark
- Division of Surgery & Interventional Science, University College London, London, WC1E 6AU, United Kingdom
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