1
|
Peng J, Li Y, Liu C, Mao Z, Kang H, Zhou F. Predicting multiple organ dysfunction syndrome in trauma-induced sepsis: Nomogram and machine learning approaches. JOURNAL OF INTENSIVE MEDICINE 2025; 5:193-201. [PMID: 40241829 PMCID: PMC11997582 DOI: 10.1016/j.jointm.2024.12.008] [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] [Received: 10/13/2024] [Revised: 11/23/2024] [Accepted: 12/12/2024] [Indexed: 04/18/2025]
Abstract
Background Multiple organ dysfunction syndrome (MODS) is a critical complication in trauma-induced sepsis patients and is associated with a high mortality rate. This study aimed to develop and validate predictive models for MODS in this patient population using a nomogram and machine learning approaches. Methods This retrospective cohort study utilized data from the Medical Information Mart for Intensive Care-IV 2.2 database, focusing on trauma patients diagnosed with sepsis within the first day of intensive care unit (ICU) admission. Predictive variables were extracted from the initial 24 h of ICU data. The dataset (2008-2019) was divided into a training set (2008-2016) and a temporal validation set (2017-2019). Feature selection was conducted using the Boruta algorithm. Predictive models were developed and validated using a nomogram and various machine learning techniques. Model performance was evaluated based on discrimination, calibration, and decision curve analysis. Results Among 1295 trauma patients with sepsis, 349 (26.95%) developed MODS. The 28-day mortality rates were 11.21% for non-MODS patients and 23.82% for MODS patients. Key predictors of MODS included the simplified acute physiology score II score, use of mechanical ventilation, and vasopressor administration. In temporal validation, all models significantly outperformed traditional scoring systems (all P <0.05). The nomogram achieved an area under the curve (AUC) of 0.757 (95% confidence interval [CI]: 0.700 to 0.814), while the random forest model demonstrated the highest performance with an AUC of 0.769 (95% CI: 0.712 to 0.826). Calibration plots showed excellent agreement between predicted and observed probabilities, and decision curve analysis indicated a consistently higher net benefit for the newly developed models. Conclusion The nomogram and machine learning models provide enhanced predictive accuracy for MODS in trauma-induced sepsis patients compared to traditional scoring systems. These tools, accessible via web-based applications, have the potential to improve early risk stratification and guide clinical decision-making, ultimately enhancing outcomes for trauma patients. Further external validation is recommended to confirm their generalizability.
Collapse
Affiliation(s)
- Jinyu Peng
- Medical School of Chinese PLA, Beijing, China
- Department of Critical Care Medicine, The First Medical Centre, Chinese PLA General Hospital, Beijing, China
| | - Yun Li
- Medical School of Chinese PLA, Beijing, China
- Department of Critical Care Medicine, The First Medical Centre, Chinese PLA General Hospital, Beijing, China
| | - Chao Liu
- Department of Critical Care Medicine, The First Medical Centre, Chinese PLA General Hospital, Beijing, China
| | - Zhi Mao
- Department of Critical Care Medicine, The First Medical Centre, Chinese PLA General Hospital, Beijing, China
| | - Hongjun Kang
- Department of Critical Care Medicine, The First Medical Centre, Chinese PLA General Hospital, Beijing, China
| | - Feihu Zhou
- Medical School of Chinese PLA, Beijing, China
- Department of Critical Care Medicine, The First Medical Centre, Chinese PLA General Hospital, Beijing, China
| |
Collapse
|
2
|
Ackermann K, Lynch I, Aryal N, Westbrook J, Li L. Hospital readmission after surviving sepsis: A systematic review of readmission reasons and meta-analysis of readmission rates. J Crit Care 2025; 85:154925. [PMID: 39393165 DOI: 10.1016/j.jcrc.2024.154925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 06/23/2024] [Accepted: 09/20/2024] [Indexed: 10/13/2024]
Abstract
PURPOSE To review the evidence regarding hospital readmission diagnoses and analyse related readmission rates following a sepsis admission. METHODS Five databases, grey literature, and selected article reference lists were searched in May and June 2024. Included studies investigated sepsis survivor readmissions and reported readmission diagnoses and rates. Meta-analyses of readmission rates were performed. RESULTS After screening, 51 studies were included, with most studies (46/51; 90.2 %) investigating adult survivors. Infection or sepsis were reported as the most common readmission reason in 18 of the 21 studies investigating three or more readmission diagnoses in adults. Meta-analyses showed that 4.7 % (95 % CI: 3.1 to 6.5 %, PI: 0.3-13.4 %, n = 11 studies) of adult survivors readmitted to hospital with another sepsis diagnosis at 30 days, 8.1 % (95 % CI: 4.5 to 12.7 %, PI: <0.1-29.0 %, n = 7) at 90 days, and 16.4 % (95 % CI: 11.3 to 22.2 %, PI: <0.1-96.3 %, n = 3) at one year. At 30 days 3.5 % (95 % CI: 2.2-5.0 %, PI: 0.3-10.0 %, n = 7) of adult survivors readmitted to hospital with a cardiovascular disease diagnosis. CONCLUSIONS Infection and sepsis are frequent readmission diagnoses for sepsis survivors, with one in 21 adult survivors readmitted for sepsis at 30-days. PROSPERO registration: CRD42023455851.
Collapse
Affiliation(s)
- Khalia Ackermann
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia.
| | - Isabelle Lynch
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia
| | - Nanda Aryal
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia
| | - Johanna Westbrook
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia
| | - Ling Li
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia
| |
Collapse
|
3
|
He J, Qin W, Jiang S, Lin Y, Lin Y, Yang R, Xu M, Liu Q. Oxymatrine attenuates sepsis-induced inflammation and organ injury via inhibition of HMGB1/RAGE/NF-κB signaling pathway. Drug Dev Res 2024; 85:e22219. [PMID: 38845211 DOI: 10.1002/ddr.22219] [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: 03/31/2023] [Revised: 02/21/2024] [Accepted: 05/20/2024] [Indexed: 06/15/2024]
Abstract
Sepsis is a life-threatening organ dysfunction that endangers patient lives and is caused by an imbalance in the host defense against infection. Sepsis continues to be a significant cause of morbidity and mortality in critically sick patients. Oxymatrine (OMT), a quinolizidine alkaloid derived from the traditional Chinese herb Sophora flavescens Aiton, has been shown to have anti-inflammatory effects on a number of inflammatory illnesses according to research. In this study, we aimed to evaluate the therapeutic effects of OMT on sepsis and explore the underlying mechanisms. We differentiated THP-1 cells into THP-1 macrophages and studied the anti-inflammatory mechanism of OMT in a lipopolysaccharide (LPS)-induced THP-1 macrophage sepsis model. Activation of the receptor for advanced glycation end products (RAGE), as well as NF-κB, was assessed by Western blot analysis and immunofluorescence staining. ELISA was used to measure the levels of inflammatory factors. We found that OMT significantly inhibited HMGB1-mediated RAGE/NF-κB activation and downstream inflammatory cytokine production in response to LPS stimulation. Finally, an in vivo experiment was performed on septic mice to further study the effect of OMT on injured organs. The animal experiments showed that OMT significantly inhibited HMGB1-mediated RAGE/NF-κB activation, protected against the inflammatory response and organ injury induced by CLP, and prolonged the survival rate of septic mice. Herein, we provide evidence that OMT exerts a significant therapeutic effect on sepsis by inhibiting the HMGB1/RAGE/NF-κB signaling pathway.
Collapse
Affiliation(s)
- Junbing He
- Jieyang Medical Research Center, Jieyang People's Hospital, Jieyang, China
| | - Wanbing Qin
- Jieyang Medical Research Center, Jieyang People's Hospital, Jieyang, China
| | - Shusong Jiang
- Jieyang Medical Research Center, Jieyang People's Hospital, Jieyang, China
| | - Yao Lin
- Jieyang Medical Research Center, Jieyang People's Hospital, Jieyang, China
| | - Yingying Lin
- Jieyang Medical Research Center, Jieyang People's Hospital, Jieyang, China
| | - Ruoxuan Yang
- Jieyang Medical Research Center, Jieyang People's Hospital, Jieyang, China
| | - Mingwei Xu
- Jieyang Medical Research Center, Jieyang People's Hospital, Jieyang, China
| | - Qinghua Liu
- Jieyang Medical Research Center, Jieyang People's Hospital, Jieyang, China
- Department of Nephrology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- NHC Key Laboratory of Clinical Nephrology (Sun Yat-Sen University) and Guangdong Provincial Key Laboratory of Nephrology, Guangzhou, China
| |
Collapse
|
4
|
Patterson SG, Lamb CK, Gong W, Resser J, Lindsell CJ, Van Driest SL, Stark RJ. Pediatric Persistent Inflammation, Immunosuppression, and Catabolism Syndrome Prevalence in Sepsis-Related Mortalities: A 23-Year Institutional History. Chest 2023; 164:1204-1215. [PMID: 37164130 PMCID: PMC10635837 DOI: 10.1016/j.chest.2023.05.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 05/01/2023] [Accepted: 05/01/2023] [Indexed: 05/12/2023] Open
Abstract
BACKGROUND Delayed mortality in sepsis often is linked to a lack of resolution in the inflammatory cascade termed persistent inflammation, immunosuppression, and catabolism syndrome (PICS). Limited research exists on PICS in pediatric patients with sepsis. RESEARCH QUESTION What is the prevalence of pediatric PICS (pPICS) in patients who died of sepsis-related causes and what associated pathogen profiles and comorbidities did they have compared with those patients without pPICS who died from sepsis? STUDY DESIGN AND METHODS A retrospective study of a single institution using a de-identified database from 1997 through 2020 for all patients aged 21 years or younger who died of culture-positive sepsis from a known source and who had laboratory data available were evaluated for the presence of pPICS. RESULTS Among records extracted from the institutional database, 557 patients had culture-positive sepsis, with 262 patients having pPICS (47%). Patients with pPICS were more likely to have underlying hematologic or oncologic disease or cardiac disease. In addition, patients who had pPICS showed increased odds of associated fungal infection compared with those patients who did not (OR, 2.69; 95% CI, 1.59-4.61; P < .001). When assessing laboratory criteria, having a sustained absolute lymphocyte count of < 1.0 × 103/μL was most closely associated with having pPICS compared with other laboratory parameters. Finally, the results of multivariate logistic regression analysis indicated that patients with pPICS were more common in the cardiac ICU, as opposed to the PICU (OR, 3.43; CI, 1.57-7.64; P = .002). INTERPRETATION Pediatric patients who died of a sepsis-related cause have a pPICS phenotype nearly one-half of the time. These patients are more likely to be in the cardiac ICU than the pediatric ICU and have associated fungal infections. Special attention should be directed toward this population in future research.
Collapse
Affiliation(s)
| | - Celia K Lamb
- Division of Critical Care, Vanderbilt University Medical Center, Nashville, TN
| | - Wu Gong
- Department of Biostatistics and Bioinformatics, Vanderbilt University Medical Center, Nashville, TN
| | - Jackson Resser
- Department of Biostatistics and Bioinformatics, Vanderbilt University Medical Center, Nashville, TN
| | - Christopher J Lindsell
- Division of Biostatistics, Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC
| | - Sara L Van Driest
- Department of Pediatrics, Monroe Carell Jr. Children's Hospital at Vanderbilt, Vanderbilt University Medical Center, Nashville, TN
| | - Ryan J Stark
- Division of Critical Care, Vanderbilt University Medical Center, Nashville, TN
| |
Collapse
|
5
|
van der Slikke EC, Beumeler LFE, Holmqvist M, Linder A, Mankowski RT, Bouma HR. Understanding Post-Sepsis Syndrome: How Can Clinicians Help? Infect Drug Resist 2023; 16:6493-6511. [PMID: 37795206 PMCID: PMC10546999 DOI: 10.2147/idr.s390947] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Accepted: 09/21/2023] [Indexed: 10/06/2023] Open
Abstract
Sepsis is a global health challenge, with over 49 million cases annually. Recent medical advancements have increased in-hospital survival rates to approximately 80%, but the escalating incidence of sepsis, owing to an ageing population, rise in chronic diseases, and antibiotic resistance, have also increased the number of sepsis survivors. Subsequently, there is a growing prevalence of "post-sepsis syndrome" (PSS). This syndrome includes long-term physical, medical, cognitive, and psychological issues after recovering from sepsis. PSS puts survivors at risk for hospital readmission and is associated with a reduction in health- and life span, both at short and long term, after hospital discharge. Comprehensive understanding of PSS symptoms and causative factors is vital for developing optimal care for sepsis survivors, a task of prime importance for clinicians. This review aims to elucidate our current knowledge of PSS and its relevance in enhancing post-sepsis care provided by clinicians.
Collapse
Affiliation(s)
- Elisabeth C van der Slikke
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, 9713GZ, the Netherlands
| | - Lise F E Beumeler
- Department of Intensive Care, Medical Centre Leeuwarden, Leeuwarden, 8934AD, the Netherlands
- Department of Sustainable Health, Campus Fryslân, University of Groningen, Groningen, 8911 CE, the Netherlands
| | - Madlene Holmqvist
- Department of Infection Medicine, Skåne University Hospital Lund, Lund, 221 84, Sweden
| | - Adam Linder
- Department of Infection Medicine, Skåne University Hospital Lund, Lund, 221 84, Sweden
| | - Robert T Mankowski
- Department of Physiology and Aging, University of Florida, Gainesville, FL, 32610, USA
| | - Hjalmar R Bouma
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, 9713GZ, the Netherlands
- Department of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, 9713GZ, the Netherlands
| |
Collapse
|
6
|
Li L, Jiang Y, Zhu Q, Liu D, Chang M, Wang Y, Xi R, Wang W. Hyaluronan with Different Molecular Weights Can Affect the Gut Microbiota and Pathogenetic Progression of Post-Intensive Care Syndrome Mice in Different Ways. Int J Mol Sci 2023; 24:ijms24119757. [PMID: 37298710 DOI: 10.3390/ijms24119757] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 05/25/2023] [Accepted: 06/02/2023] [Indexed: 06/12/2023] Open
Abstract
Post-intensive care syndrome (PICS) poses a serious threat to the health of intensive care unit (ICU) survivors, and effective treatment options are currently lacking. With increasing survival rates of ICU patients worldwide, there is a rising interest in developing methods to alleviate PICS symptoms. This study aimed to explore the potential of using Hyaluronan (HA) with different molecular weights as potential drugs for treating PICS in mice. Cecal ligation and puncture (CLP) were used to establish a PICS mice model, and high molecular weight HA (HMW-HA) or oligo-HA were used as therapeutic agents. Pathological and physiological changes of PICS mice in each group were monitored. 16S rRNA sequencing was performed to dissect gut microbiota discrepancies. The results showed that both molecular weights of HA could increase the survival rate of PICS mice at the experimental endpoint. Specifically, 1600 kDa-HA can alleviate PICS in a short time. In contrast, 3 kDa-HA treatment decreased PICS model survivability in the early stages of the experiment. Further, via 16S rRNA sequence analysis, we observed the changes in the gut microbiota in PICS mice, thereby impairing intestinal structure and increasing inflammation. Additionally, both types of HA can reverse this change. Moreover, compared to 1600 kDa-HA, 3 kDa-HA can significantly elevate the proportion of probiotics and reduce the abundance of pathogenic bacteria (Desulfovibrionaceae and Enterobacteriaceae). In conclusion, HA holds the advantage of being a potential therapeutic drug for PICS, but different molecular weights can lead to varying effects. Moreover, 1600 kDa-HA showed promise as a protective agent in PICS mice, and caution should be taken to its timing when considering using 3 kDa-HA.
Collapse
Affiliation(s)
- Lu Li
- Biopharmaceutical Lab., College of Life Science, Northeast Agricultural University, Harbin 150030, China
| | - Yuanyuan Jiang
- Biopharmaceutical Lab., College of Life Science, Northeast Agricultural University, Harbin 150030, China
| | - Qianqian Zhu
- Biopharmaceutical Lab., College of Life Science, Northeast Agricultural University, Harbin 150030, China
| | - Dawei Liu
- Biopharmaceutical Lab., College of Life Science, Northeast Agricultural University, Harbin 150030, China
| | - Mingkai Chang
- Biopharmaceutical Lab., College of Life Science, Northeast Agricultural University, Harbin 150030, China
| | - Yongzhe Wang
- Biopharmaceutical Lab., College of Life Science, Northeast Agricultural University, Harbin 150030, China
| | - Ruitong Xi
- Biopharmaceutical Lab., College of Life Science, Northeast Agricultural University, Harbin 150030, China
| | - Wenfei Wang
- Biopharmaceutical Lab., College of Life Science, Northeast Agricultural University, Harbin 150030, China
| |
Collapse
|
7
|
Guirgis FW, Jacob V, Wu D, Henson M, Daly-Crews K, Hopson C, Black LP, DeVos EL, Sulaiman D, Labilloy G, Brusko TM, Shavit JA, Bertrand A, Feldhammer M, Baskovich B, Graim K, Datta S, Reddy ST. DHCR7 Expression Predicts Poor Outcomes and Mortality From Sepsis. Crit Care Explor 2023; 5:e0929. [PMID: 37332366 PMCID: PMC10270496 DOI: 10.1097/cce.0000000000000929] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/20/2023] Open
Abstract
This is a study of lipid metabolic gene expression patterns to discover precision medicine for sepsis. OBJECTIVES Sepsis patients experience poor outcomes including chronic critical illness (CCI) or early death (within 14 d). We investigated lipid metabolic gene expression differences by outcome to discover therapeutic targets. DESIGN SETTING AND PARTICITPANTS Secondary analysis of samples from prospectively enrolled sepsis patients (first 24 hr) and a zebrafish endotoxemia model for drug discovery. Patients were enrolled from the emergency department or ICU at an urban teaching hospital. Enrollment samples from sepsis patients were analyzed. Clinical data and cholesterol levels were recorded. Leukocytes were processed for RNA sequencing and reverse transcriptase polymerase chain reaction. A lipopolysaccharide zebrafish endotoxemia model was used for confirmation of human transcriptomic findings and drug discovery. MAIN OUTCOMES AND MEASURES The derivation cohort included 96 patients and controls (12 early death, 13 CCI, 51 rapid recovery, and 20 controls) and the validation cohort had 52 patients (6 early death, 8 CCI, and 38 rapid recovery). RESULTS The cholesterol metabolism gene 7-dehydrocholesterol reductase (DHCR7) was significantly up-regulated in both derivation and validation cohorts in poor outcome sepsis compared with rapid recovery patients and in 90-day nonsurvivors (validation only) and validated using RT-qPCR analysis. Our zebrafish sepsis model showed up-regulation of dhcr7 and several of the same lipid genes up-regulated in poor outcome human sepsis (dhcr24, sqlea, cyp51, msmo1, and ldlra) compared with controls. We then tested six lipid-based drugs in the zebrafish endotoxemia model. Of these, only the Dhcr7 inhibitor AY9944 completely rescued zebrafish from lipopolysaccharide death in a model with 100% lethality. CONCLUSIONS DHCR7, an important cholesterol metabolism gene, was up-regulated in poor outcome sepsis patients warranting external validation. This pathway may serve as a potential therapeutic target to improve sepsis outcomes.
Collapse
Affiliation(s)
- Faheem W Guirgis
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville, FL
| | - Vinitha Jacob
- Department of Emergency Medicine, University of Michigan College of Medicine, Ann Arbor, MI
| | - Dongyuan Wu
- Department of Biostatistics, University of Florida, Gainesville, FL
| | - Morgan Henson
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville, FL
| | - Kimberly Daly-Crews
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville, FL
| | - Charlotte Hopson
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville, FL
| | - Lauren Page Black
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville, FL
| | - Elizabeth L DeVos
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville, FL
| | - Dawoud Sulaiman
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA
| | | | - Todd M Brusko
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida Diabetes Institute, College of Medicine, Gainesville, FL
- Department of Pediatrics, University of Florida Diabetes Institute, College of Medicine, Gainesville, FL
| | - Jordan A Shavit
- Department of Pediatrics, University of Michigan School of Medicine, Ann Arbor, MI
- Department of Human Genetics, University of Michigan School of Medicine, Ann Arbor, MI
| | - Andrew Bertrand
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville, FL
| | - Matthew Feldhammer
- Department of Pathology, University of Florida College of Medicine, Jacksonville, FL
| | - Brett Baskovich
- Department of Pathology, Mt. Sinai School of Medicine, New York, NY
| | - Kiley Graim
- Computer and Information Science Engineering, University of Florida, Gainesville, FL
| | - Susmita Datta
- Department of Biostatistics, University of Florida, Gainesville, FL
| | - Srinivasa T Reddy
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA
| |
Collapse
|
8
|
Guirgis FW, Jacob V, Wu D, Henson M, Daly-Crews K, Hopson C, Black LP, DeVos EL, Sulaiman D, Labilloy G, Brusko TM, Shavit JA, Bertrand A, Feldhammer M, Baskovich B, Graim K, Datta S, Reddy ST. DHCR7 Expression Predicts Poor Outcomes and Mortality from Sepsis. RESEARCH SQUARE 2023:rs.3.rs-2500497. [PMID: 36778468 PMCID: PMC9915766 DOI: 10.21203/rs.3.rs-2500497/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Objective: Sepsis patients experience poor outcomes including chronic critical illness (CCI) or early death (within 14 days). We investigated lipid metabolic gene expression differences by outcome to discover therapeutic targets. Design: Secondary analysis of samples from prospectively enrolled sepsis patients and a zebrafish sepsis model for drug discovery. Setting: Emergency department or ICU at an urban teaching hospital. Patients: Sepsis patients presenting within 24 hours. Methods: Enrollment samples from sepsis patients were analyzed. Clinical data and cholesterol levels were recorded. Leukocytes were processed for RNA sequencing (RNA-seq) and reverse transcriptase polymerase chain reaction (RT-qPCR). A lipopolysaccharide (LPS) zebrafish sepsis model was used for confirmation of human transcriptomic findings and drug discovery. Measurements and Main Results: There were 96 samples in the derivation (76 sepsis, 20 controls) and 52 in the validation cohort (sepsis only). The cholesterol metabolism gene 7-Dehydrocholesterol Reductase ( DHCR7) was significantly upregulated in both derivation and validation cohorts in poor outcome sepsis compared to rapid recovery patients and in 90-day non-survivors (validation only) and validated using RT-qPCR analysis. Our zebrafish sepsis model showed upregulation of dhcr7 and several of the same lipid genes upregulated in poor outcome human sepsis (dhcr24, sqlea, cyp51, msmo1 , ldlra) compared to controls. We then tested six lipid-based drugs in the zebrafish sepsis model. Of these, only the Dhcr7 inhibitor AY9944 completely rescued zebrafish from LPS death in a model with 100% lethality. Conclusions: DHCR7, an important cholesterol metabolism gene, was upregulated in poor outcome sepsis patients warranting external validation. This pathway may serve as a potential therapeutic target to improve sepsis outcomes.
Collapse
Affiliation(s)
| | | | | | - Morgan Henson
- University of Florida College of Medicine - Jacksonville
| | | | | | | | | | | | | | | | - Jordan A Shavit
- University of Michigan School of Medicine Ann Arbor Michigan
| | | | | | | | | | | | | |
Collapse
|
9
|
Abstract
IMPORTANCE Multiple classification methods are used to identify sepsis from existing data. In the trauma population, it is unknown how administrative methods compare with clinical criteria for sepsis classification. OBJECTIVES To characterize the agreement between 3 approaches to sepsis classification among critically ill patients with trauma and compare the sepsis-associated risk of adverse outcomes when each method was used to define sepsis. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study used data collected between January 1, 2012, and December 31, 2020, from patients aged 16 years or older with traumatic injury, admitted to the intensive care unit of a single-institution level 1 trauma center and requiring invasive mechanical ventilation for at least 3 days. Statistical analysis was conducted from August 1, 2021, to March 31, 2022. EXPOSURE Hospital-acquired sepsis, as classified by 3 methods: a novel automated clinical method based on data from the electronic health record, the National Trauma Data Bank (NTDB), and explicit and implicit medical billing codes. MAIN OUTCOMES AND MEASURES The primary outcomes were chronic critical illness and in-hospital mortality. Secondary outcomes included number of days in an intensive care unit, number of days receiving mechanical ventilation, discharge to a skilled nursing or long-term care facility, and discharge to home without assistance. RESULTS Of 3194 patients meeting inclusion criteria, the median age was 49 years (IQR, 31-64 years), 2380 (74%) were male, and 2826 (88%) sustained severe blunt injury (median Injury Severity Score, 29 [IQR, 21-38]). Sepsis was identified in 747 patients (23%) meeting automated clinical criteria, 118 (4%) meeting NTDB criteria, and 529 (17%) using medical billing codes. The Light κ value for 3-way agreement was 0.16 (95% CI, 0.14-0.19). The adjusted relative risk of chronic critical illness was 9.9 (95% CI, 8.0-12.3) for sepsis identified by automated clinical criteria, 5.0 (95% CI, 3.4-7.3) for sepsis identified by the NTDB, and 4.5 (95% CI, 3.6-5.6) for sepsis identified using medical billing codes. The adjusted relative risk for in-hospital mortality was 1.3 (95% CI, 1.0-1.6) for sepsis identified by automated clinical criteria, 2.7 (95% CI, 1.7-4.3) for sepsis identified by the NTDB, and 1.0 (95% CI, 0.7-1.2) for sepsis identified using medical billing codes. CONCLUSIONS AND RELEVANCE In this cohort study of critically ill patients with trauma, administrative methods misclassified sepsis and underestimated the incidence and severity of sepsis compared with an automated clinical method using data from the electronic health record. This study suggests that an automated approach to sepsis classification consistent with Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3) clinical criteria is feasible and may improve existing approaches to health services and population-based research in this population.
Collapse
Affiliation(s)
- Katherine Stern
- Division of Trauma, Burn, and Critical Care, Department of Surgery, University of Washington, Seattle
- University of Washington School of Public Health, Seattle
- University of San Francisco East Bay General Surgery Residency Program, Oakland, California
| | - Qian Qiu
- Harborview Injury Prevention Center, University of Washington, Seattle
| | - Michael Weykamp
- Division of Trauma, Burn, and Critical Care, Department of Surgery, University of Washington, Seattle
- University of Washington School of Public Health, Seattle
| | - Grant O’Keefe
- Division of Trauma, Burn, and Critical Care, Department of Surgery, University of Washington, Seattle
- Harborview Injury Prevention Center, University of Washington, Seattle
| | - Scott C. Brakenridge
- Division of Trauma, Burn, and Critical Care, Department of Surgery, University of Washington, Seattle
| |
Collapse
|
10
|
Hieu TH, Ngoc Thao PT, Cucè F, Nam NH, Reda A, Hassan OG, Hung LT, Kim Quyen DT, Abdul Aziz JM, Le Quang L, Carameros AM, Huy NT. Burden and mortality of sepsis and septic shock at a high-volume, single-center in Vietnam: a retrospective study. Hosp Pract (1995) 2022; 50:407-415. [PMID: 36250239 DOI: 10.1080/21548331.2022.2133414] [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: 02/22/2022] [Revised: 08/01/2022] [Accepted: 09/01/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Sepsis and septic shock have high mortality rates and often require a prolonged hospital stay. Patient outcomes may vary according to multiple factors. We aim to determine the prevalence of antimicrobial resistance and factors associated with mortality and hospital stay. METHODS Clinical and microbiological data of patients with sepsis or septic shock were retrospectively collected for 15 months. Patients with negative blood cultures and patients that did not meet the SEPSIS 3 criteria were excluded. RESULTS We included 48 septic shock and 28 septic patients (mean APACHE II 20.32 ± 5.61 and mean SOFA 9.41 ± 3.17), with a mean age of 60.5 ± 16.8 years and 56.6% males. WBCs, neutrophils, INR, and fibrinogen levels were significantly associated with mortality. 59.5% of the cultured bacteria were gram-negative (most common E. coli) and 27.8% were gram-positive (most common S. aureus), while 7.6% were other types of bacteria and 5.1% were fungi. Resistance patterns to gram-negative were varying, and resistance to piperacillin/tazobactam, carbapenems, and aminoglycosides were from 60% to 100% (A. baumanii), while they were highly sensitive to Colistin. E. coli was also resistant to ceftriaxone (77.8%) and sulbactam/cefoperazone (44.4%). Resistance rates for Gram-positives were high, from 86% to 100% for oxacillin, while for vancomycin, teicoplanin, and linezolid, they were often low but arrived up to 42.8%. According to our logistic regression analysis, patients over 65 year-old and those who received corticosteroids had a significantly increased risk of in-hospital mortality (OR: 4.0; OR: 4.8). CONCLUSION Sepsis still poses a significant threat to patients' health, even when positive blood culture results allow the administration of specific antibiotic treatment.
Collapse
Affiliation(s)
- Truong Hong Hieu
- Faculty of Medicine, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam
- Online Research Club
| | - Pham Thi Ngoc Thao
- Cho Ray Hospital, 201B Nguyen Chi Thanh Street, District 5, Ho Chi Minh City, Vietnam
- Department of Emergency and Critical Care, Faculty of Medicine, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam
| | - Federica Cucè
- Online Research Club
- Department of Medicine, University of Padova, Padova, Italy Faculty of Medicine, Al-Azhar University, Cairo, Egypt
| | - Nguyen Hai Nam
- Online Research Club
- Division of Hepato Biliary Pancreatic Surgery and Transplantation, Department of Surgery, Graduate school of Medicine, Kyoto University, Kyoto, Japan
| | | | - Osman Gamal Hassan
- Online Research Club
- Faculty of Medicine, South Valley University, Qena, Egypt
| | - Le Thanh Hung
- Department of Cardiovascular Intervention, Heart Institute, Ho Chi Minh City, Vietnam
| | - Dinh Thi Kim Quyen
- Faculty of Medicine, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam
- Online Research Club
| | - Jeza M Abdul Aziz
- Online Research Club
- Medical Laboratory Science, College of Health Science, University of Human Development, Sulaymaniyah, Iraq
- Baxshin Research Training Organization, Baxshin Hospital, Sulaymaniyah, Iraq
| | - Loc Le Quang
- Faculty of Medicine, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam
- Online Research Club
| | - Alison Marie Carameros
- School of Medicine, American University of the Caribbean, Sint Maarten, Netherlands, Antilles
| | - Nguyen Tien Huy
- School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan
| |
Collapse
|
11
|
Taccone FS, Su F, He X, Peluso L, Donadello K, Scolletta S, De Backer D, Vincent JL. Effects of Reversal of Hypotension on Cerebral Microcirculation and Metabolism in Experimental Sepsis. Biomedicines 2022; 10:biomedicines10040923. [PMID: 35453673 PMCID: PMC9032351 DOI: 10.3390/biomedicines10040923] [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: 02/27/2022] [Revised: 04/11/2022] [Accepted: 04/15/2022] [Indexed: 12/28/2022] Open
Abstract
The effects of reversal of hypotension on the cerebral microcirculation, oxygenation, and metabolism in septic shock remain unclear. In 12 sheep, peritonitis was induced by injection of feces into the abdominal cavity. At the onset of septic shock (mean arterial pressure (MAP) < 65 mmHg, unresponsive to fluid challenge), a norepinephrine infusion was titrated in eight sheep to restore a MAP ≥ 75 mmHg; the other four sheep were kept hypotensive. The microcirculation of the cerebral cortex was evaluated using side-stream dark-field video-microscopy. Brain partial pressure of oxygen (PbtO2) was measured, and cerebral metabolism was assessed using microdialysis. All animals developed septic shock after a median of 15 (14−19) h. When MAP was raised using norepinephrine, the PbtO2 increased significantly (from 41 ± 4 to 55 ± 5 mmHg), and the cerebral lactate/pyruvate ratio decreased (from 47 ± 13 to 28 ± 4) compared with values at shock onset. Changes in the microcirculation were unchanged with restoration of MAP and the glutamate increased further (from 17 ± 11 to 23 ± 16 μM), as it did in the untreated animals. In septic shock, the correction of hypotension with vasopressors may improve cerebral oxygenation but does not reverse the alterations in brain microcirculation or cerebral metabolism.
Collapse
Affiliation(s)
- Fabio Silvio Taccone
- Department of Intensive Care, Erasme Hospital, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium; (L.P.); (K.D.); (J.-L.V.)
- Laboratoire Experimental des Soins Intensifs, Department of Intensive Care, Hôpital Erasme, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium; (F.S.); (X.H.); (S.S.); (D.D.B.)
- Correspondence: ; Tel.: +32-25-554-445
| | - Fuhong Su
- Laboratoire Experimental des Soins Intensifs, Department of Intensive Care, Hôpital Erasme, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium; (F.S.); (X.H.); (S.S.); (D.D.B.)
| | - Xinrong He
- Laboratoire Experimental des Soins Intensifs, Department of Intensive Care, Hôpital Erasme, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium; (F.S.); (X.H.); (S.S.); (D.D.B.)
| | - Lorenzo Peluso
- Department of Intensive Care, Erasme Hospital, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium; (L.P.); (K.D.); (J.-L.V.)
| | - Katia Donadello
- Department of Intensive Care, Erasme Hospital, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium; (L.P.); (K.D.); (J.-L.V.)
- Unit of Anesthesiology and Intensive Care B, AOUI-University Hospital Integrated Trust of Verona, University of Verona, 37129 Verona, Italy
| | - Sabino Scolletta
- Laboratoire Experimental des Soins Intensifs, Department of Intensive Care, Hôpital Erasme, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium; (F.S.); (X.H.); (S.S.); (D.D.B.)
- Anestesia e Terapia Intensiva, Azienda Ospedaliera Universitaria Senese, 53100 Siena, Italy
| | - Daniel De Backer
- Laboratoire Experimental des Soins Intensifs, Department of Intensive Care, Hôpital Erasme, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium; (F.S.); (X.H.); (S.S.); (D.D.B.)
- Intensive Care Department, CHIREC Hospitals, 1160 Brussels, Belgium
| | - Jean-Louis Vincent
- Department of Intensive Care, Erasme Hospital, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium; (L.P.); (K.D.); (J.-L.V.)
| |
Collapse
|
12
|
McPeake J, Bateson M, Christie F, Robinson C, Cannon P, Mikkelsen M, Iwashyna TJ, Leyland AH, Shaw M, Quasim T. Hospital re-admission after critical care survival: a systematic review and meta-analysis. Anaesthesia 2022; 77:475-485. [PMID: 34967011 DOI: 10.1111/anae.15644] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/15/2021] [Indexed: 12/22/2022]
Abstract
Survivors of critical illness frequently require increased healthcare resources after hospital discharge. We undertook a systematic review and meta-analysis to assess hospital re-admission rates following critical care admission and to explore potential re-admission risk factors. We searched the MEDLINE, Embase and CINAHL databases on 05 March 2020. Our search strategy incorporated controlled vocabulary and text words for hospital re-admission and critical illness, limited to the English language. Two reviewers independently applied eligibility criteria and assessed quality using the Newcastle Ottawa Score checklist and extracted data. The primary outcome was acute hospital re-admission in the year after critical care discharge. Of the 8851 studies screened, 87 met inclusion criteria and 41 were used within the meta-analysis. The analysis incorporated data from 3,897,597 patients and 741,664 re-admission episodes. Pooled estimates for hospital re-admission after critical illness were 16.9% (95%CI: 13.3-21.2%) at 30 days; 31.0% (95%CI: 24.3-38.6%) at 90 days; 29.6% (95%CI: 24.5-35.2%) at six months; and 53.3% (95%CI: 44.4-62.0%) at 12 months. Significant heterogeneity was observed across included studies. Three risk factors were associated with excess acute care rehospitalisation one year after discharge: the presence of comorbidities; events during initial hospitalisation (e.g. the presence of delirium and duration of mechanical ventilation); and subsequent infection after hospital discharge. Hospital re-admission is common in survivors of critical illness. Careful attention to the management of pre-existing comorbidities during transitions of care may help reduce healthcare utilisation after critical care discharge. Future research should determine if targeted interventions for at-risk critical care survivors can reduce the risk of subsequent rehospitalisation.
Collapse
Affiliation(s)
- J McPeake
- Intensive Care Unit, Glasgow Royal Infirmary and School of Medicine, Dentistry and Nursing, University of Glasgow, UK
| | - M Bateson
- University of the West of Scotland, Glasgow, UK
| | - F Christie
- NHS Greater Glasgow and Clyde, Glasgow, UK
| | - C Robinson
- Belfast Health and Social Care Trust, Belfast, UK
| | - P Cannon
- University of Glasgow Library, Glasgow, UK
| | - M Mikkelsen
- Center for Clinical Epidemiology and Biostatistics, Division of Pulmonary, Allergy, and Critical Care Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - T J Iwashyna
- Centre for Clinical Management Research, VA Ann Arbor Health System, Ann Arbor, MI, USA.,Department of Internal Medicine, Division of Pulmonary and Critical Care, University of Michigan, Ann Arbor, MI, USA
| | - A H Leyland
- MRC/CSO Social and Public Health Sciences Unit, University of Glasgow, Glasgow, UK
| | - M Shaw
- Clinical Physics, NHS Greater Glasgow and Clyde, Glasgow, UK.,School of Medicine, Dentistry and Nursing, University of Glasgow, Glasgow, UK
| | - T Quasim
- School of Medicine, Dentistry and Nursing, University of Glasgow, Glasgow, UK.,Intensive Care Unit, Glasgow Royal Infirmary, Glasgow, UK
| |
Collapse
|
13
|
Yin J, Mao W, Xiao X, Yu X, Li B, Chen F, Lin J, Zhou J, Zhou J, Tong Z, Ke L, Li W. Immune Dysfunction is Associated with Readmission in Survivors of Sepsis Following Infected Pancreatic Necrosis. J Inflamm Res 2021; 14:5433-5442. [PMID: 34707384 PMCID: PMC8542572 DOI: 10.2147/jir.s321507] [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: 05/24/2021] [Accepted: 10/11/2021] [Indexed: 12/04/2022] Open
Abstract
Objective Immunosuppression is common in patients with infected pancreatic necrosis (IPN) and associated with morbidity and mortality. This study aimed to investigate the impact of immune status on mortality and readmission after hospital discharge in patients with IPN-related sepsis. Methods In this prospective observational study, eligible adult patients with IPN-related sepsis requiring ICU admission were included. Monocytic human leukocyte antigen DR (mHLA-DR), expression of regulatory T cells (Treg), and neutrophil CD88 (nCD88) were measured on the diagnosis of sepsis, ICU discharge, hospital discharge, and 15, 30, 60 days after hospital discharge. Logistic regression model was used to assess potential risk factors for readmission 60-days within the index discharge. Results A total of 53 patients were included, 13 died during hospitalization and one withdrew the consent soon after discharge. Among the survivors, a tendency of immune recovery was observed during the consecutive follow-ups, evidenced by the increased expression of mHLA-DR. Sixteen patients (41.03%) were readmitted within 60 days after the index discharge. In the multivariable regression model, APACHE II score when sepsis was diagnosed >9 and mHLA-DR at discharged <14,591 AB/C were found to be independent risk factors affecting readmission. Conclusion Immunosuppression is common in patients with IPN-related sepsis and can persist until two months after discharge. The compromised mHLA-DR level at discharge was associated with readmission within two months after discharge.
Collapse
Affiliation(s)
- Jiangtao Yin
- Department of Critical Care Medicine, Jinling Hospital, Nanjing Medical University, Nanjing, People's Republic of China.,Department of Intensive Care Unit, Affiliated Hospital of Jiangsu University, Zhenjiang, People's Republic of China
| | - Wenjian Mao
- Department of Critical Care Medicine, Jinling Hospital, Nanjing Medical University, Nanjing, People's Republic of China
| | - Xiaojia Xiao
- Department of Critical Care Medicine, Jinling Hospital of Southern Medical University, Nanjing, People's Republic of China
| | - Xianqiang Yu
- Southeast University School of Medicine, Nanjing, People's Republic of China
| | - Baiqiang Li
- Department of Critical Care Medicine, Jinling Hospital, Nanjing University, Nanjing, People's Republic of China
| | - Faxi Chen
- Department of Critical Care Medicine, Jinling Hospital, Nanjing University, Nanjing, People's Republic of China
| | - Jiajia Lin
- Department of Critical Care Medicine, Jinling Hospital, Nanjing University, Nanjing, People's Republic of China
| | - Jing Zhou
- Department of Critical Care Medicine, Jinling Hospital, Nanjing Medical University, Nanjing, People's Republic of China
| | - Jing Zhou
- Southeast University School of Medicine, Nanjing, People's Republic of China
| | - Zhihui Tong
- Department of Critical Care Medicine, Jinling Hospital, Nanjing University, Nanjing, People's Republic of China
| | - Lu Ke
- Department of Critical Care Medicine, Jinling Hospital, Nanjing University, Nanjing, People's Republic of China
| | - Weiqin Li
- Department of Critical Care Medicine, Jinling Hospital, Nanjing Medical University, Nanjing, People's Republic of China.,Department of Critical Care Medicine, Jinling Hospital, Nanjing University, Nanjing, People's Republic of China
| |
Collapse
|
14
|
Guirgis FW, Black LP, Henson M, Labilloy G, Smotherman C, Hopson C, Tfirn I, DeVos EL, Leeuwenburgh C, Moldawer L, Datta S, Brusko TM, Hester A, Bertrand A, Grijalva V, Arango-Esterhay A, Moore FA, Reddy ST. A hypolipoprotein sepsis phenotype indicates reduced lipoprotein antioxidant capacity, increased endothelial dysfunction and organ failure, and worse clinical outcomes. Crit Care 2021; 25:341. [PMID: 34535154 PMCID: PMC8447561 DOI: 10.1186/s13054-021-03757-5] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 09/01/2021] [Indexed: 12/29/2022] Open
Abstract
OBJECTIVE Approximately one-third of sepsis patients experience poor outcomes including chronic critical illness (CCI, intensive care unit (ICU) stay > 14 days) or early death (in-hospital death within 14 days). We sought to characterize lipoprotein predictive ability for poor outcomes and contribution to sepsis heterogeneity. DESIGN Prospective cohort study with independent replication cohort. SETTING Emergency department and surgical ICU at two hospitals. PATIENTS Sepsis patients presenting within 24 h. METHODS Measures included cholesterol levels (total cholesterol, high density lipoprotein cholesterol [HDL-C], low density lipoprotein cholesterol [LDL-C]), triglycerides, paraoxonase-1 (PON-1), and apolipoprotein A-I (Apo A-I) in the first 24 h. Inflammatory and endothelial markers, and sequential organ failure assessment (SOFA) scores were also measured. LASSO selection assessed predictive ability for outcomes. Unsupervised clustering was used to investigate the contribution of lipid variation to sepsis heterogeneity. MEASUREMENTS AND MAIN RESULTS 172 patients were enrolled. Most (~ 67%, 114/172) rapidly recovered, while ~ 23% (41/172) developed CCI, and ~ 10% (17/172) had early death. ApoA-I, LDL-C, mechanical ventilation, vasopressor use, and Charlson Comorbidity Score were significant predictors of CCI/early death in LASSO models. Unsupervised clustering yielded two discernible phenotypes. The Hypolipoprotein phenotype was characterized by lower lipoprotein levels, increased endothelial dysfunction (ICAM-1), higher SOFA scores, and worse clinical outcomes (45% rapid recovery, 40% CCI, 16% early death; 28-day mortality, 21%). The Normolipoprotein cluster patients had higher cholesterol levels, less endothelial dysfunction, lower SOFA scores and better outcomes (79% rapid recovery, 15% CCI, 6% early death; 28-day mortality, 15%). Phenotypes were validated in an independent replication cohort (N = 86) with greater sepsis severity, which similarly demonstrated lower HDL-C, ApoA-I, and higher ICAM-1 in the Hypolipoprotein cluster and worse outcomes (46% rapid recovery, 23% CCI, 31% early death; 28-day mortality, 42%). Normolipoprotein patients in the replication cohort had better outcomes (55% rapid recovery, 32% CCI, 13% early death; 28-day mortality, 28%) Top features for cluster discrimination were HDL-C, ApoA-I, total SOFA score, total cholesterol level, and ICAM-1. CONCLUSIONS Lipoproteins predicted poor sepsis outcomes. A Hypolipoprotein sepsis phenotype was identified and characterized by lower lipoprotein levels, increased endothelial dysfunction (ICAM-1) and organ failure, and worse clinical outcomes.
Collapse
Affiliation(s)
- Faheem W Guirgis
- Department of Emergency Medicine, University of Florida College of Medicine - Jacksonville, 655 West 8th Street, Jacksonville, FL, 32209, USA.
| | - Lauren Page Black
- Department of Emergency Medicine, University of Florida College of Medicine - Jacksonville, 655 West 8th Street, Jacksonville, FL, 32209, USA
| | - Morgan Henson
- Department of Emergency Medicine, University of Florida College of Medicine - Jacksonville, 655 West 8th Street, Jacksonville, FL, 32209, USA
| | - Guillaume Labilloy
- Center for Data Solutions, University of Florida College of Medicine - Jacksonville, Jacksonville, FL, USA
| | - Carmen Smotherman
- Center for Data Solutions, University of Florida College of Medicine - Jacksonville, Jacksonville, FL, USA
| | - Charlotte Hopson
- Center for Data Solutions, University of Florida College of Medicine - Jacksonville, Jacksonville, FL, USA
| | - Ian Tfirn
- Center for Data Solutions, University of Florida College of Medicine - Jacksonville, Jacksonville, FL, USA
| | - Elizabeth L DeVos
- Department of Emergency Medicine, University of Florida College of Medicine - Jacksonville, 655 West 8th Street, Jacksonville, FL, 32209, USA
| | - Christiaan Leeuwenburgh
- Department of Aging and Geriatric Research, University of Florida College of Medicine, Gainesville, FL, USA
| | - Lyle Moldawer
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL, USA
| | - Susmita Datta
- Department of Biostatistics, University of Florida, Gainesville, FL, USA
| | - Todd M Brusko
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida Diabetes Institute, College of Medicine, Gainesville, FL, USA
- Department of Pediatrics, University of Florida Diabetes Institute, College of Medicine, Gainesville, FL, USA
| | - Alexis Hester
- Department of Emergency Medicine, University of Florida College of Medicine - Jacksonville, 655 West 8th Street, Jacksonville, FL, 32209, USA
| | - Andrew Bertrand
- Department of Emergency Medicine, University of Florida College of Medicine - Jacksonville, 655 West 8th Street, Jacksonville, FL, 32209, USA
| | - Victor Grijalva
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Alexander Arango-Esterhay
- Department of Emergency Medicine, University of Florida College of Medicine - Jacksonville, 655 West 8th Street, Jacksonville, FL, 32209, USA
| | - Frederick A Moore
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL, USA
| | - Srinivasa T Reddy
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| |
Collapse
|
15
|
Guirgis FW, Leeuwenburgh C, Moldawer L, Ghita G, Black LP, Henson M, DeVos E, Holden D, Efron P, Reddy ST, Moore FA. Lipid and lipoprotein predictors of functional outcomes and long-term mortality after surgical sepsis. Ann Intensive Care 2021; 11:82. [PMID: 34018068 PMCID: PMC8136376 DOI: 10.1186/s13613-021-00865-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 05/03/2021] [Indexed: 12/29/2022] Open
Abstract
RATIONALE Sepsis is a life-threatening, dysregulated response to infection. Lipid biomarkers including cholesterol are dynamically regulated during sepsis and predict short-term outcomes. In this study, we investigated the predictive ability of lipid biomarkers for physical function and long-term mortality after sepsis. METHODS Prospective cohort study of sepsis patients admitted to a surgical intensive-care unit (ICU) within 24 h of sepsis bundle initiation. Samples were obtained at enrollment for lipid biomarkers. Multivariate regression models determined independent risk factors predictive of poor performance status (Zubrod score of 3/4/5) or survival at 1-year follow-up. MEASUREMENTS AND MAIN RESULTS The study included 104 patients with surgical sepsis. Enrollment total cholesterol and high-density lipoprotein (HDL-C) levels were lower, and myeloperoxidase (MPO) levels were higher for patients with poor performance status at 1 year. A similar trend was seen in comparisons based on 1-year mortality, with HDL-C and ApoA-I levels being lower and MPO levels being higher in non-survivors. However, multivariable logistic regression only identified baseline Zubrod and initial SOFA score as significant independent predictors of poor performance status at 1 year. Multivariable Cox regression modeling for 1-year survival identified high Charlson comorbidity score, low ApoA-I levels, and longer vasopressor duration as predictors of mortality over 1-year post-sepsis. CONCLUSIONS In this surgical sepsis study, lipoproteins were not found to predict poor performance status at 1 year. ApoA-I levels, Charlson comorbidity scores, and duration of vasopressor use predicted 1 year survival. These data implicate cholesterol and lipoproteins as contributors to the underlying pathobiology of sepsis.
Collapse
Affiliation(s)
- Faheem W Guirgis
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville 655 West 8th Street, Jacksonville, FL, 32209, USA.
| | - Christiaan Leeuwenburgh
- Department of Aging and Geriatric Research, University of Florida College of Medicine, Gainesville, FL, USA
| | - Lyle Moldawer
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL, USA
| | - Gabriela Ghita
- Department of Biostatistics, University of Florida College of Public Health and Health Professions, Gainesville, USA
| | - Lauren Page Black
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville 655 West 8th Street, Jacksonville, FL, 32209, USA
| | - Morgan Henson
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville 655 West 8th Street, Jacksonville, FL, 32209, USA
| | - Elizabeth DeVos
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville 655 West 8th Street, Jacksonville, FL, 32209, USA
| | - David Holden
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville 655 West 8th Street, Jacksonville, FL, 32209, USA
| | - Phil Efron
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL, USA
| | - Srinivasa T Reddy
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Frederick A Moore
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL, USA
| |
Collapse
|
16
|
Long-term Renal Outcomes in Adults With Sepsis-Induced Acute Kidney Injury: A Systematic Review. Dimens Crit Care Nurs 2021; 39:259-268. [PMID: 32740196 DOI: 10.1097/dcc.0000000000000432] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Despite advances in medical technologies and intervention occurrences, acute kidney injury (AKI) incidence continues to rise. Early interventions after sepsis are essential to prevent AKI and its long-term consequences. Acute kidney injury is the leading cause of organ failure in sepsis; therefore, more research is needed on its long-term consequences and progression to kidney injury. OBJECTIVES The aim of this study was to review the state of the science on long-term renal outcomes after sepsis-induced AKI and long-term renal consequences. METHODS We identified research articles from PubMed and CINAHL databases using relevant key words for sepsis-induced AKI within 5 years delimited to full-text articles in English. RESULTS Among 1280 abstracts identified, we ultimately analyzed 12 full-text articles, identifying four common themes in the literature: (1) AKI determination criteria, (2) severity/prognosis-related factors, (3) time frame for long-term outcome measures, and (4) chronic kidney disease (CKD) and renal related exclusions. Researchers primarily used KDIGO (Kidney Disease: Improving Global Outcomes) guidelines to define AKI. All of these studies excluded patients with CKD. The range of time for long-term renal outcomes was 28 days to 3 years, with the majority being 1 year. Renal outcomes ranged from recovery to renal replacement therapy to death. CONCLUSIONS To better understand the long-term renal outcomes after sepsis-induced AKI, more consistent measures are needed across all studies regarding the time frame and specific renal outcomes. Because all of these articles excluded patients with CKD, a gap exists on long-term renal outcome in acute on CKD.
Collapse
|
17
|
Darden DB, Kelly LS, Fenner BP, Moldawer LL, Mohr AM, Efron PA. Dysregulated Immunity and Immunotherapy after Sepsis. J Clin Med 2021; 10:jcm10081742. [PMID: 33920518 PMCID: PMC8073536 DOI: 10.3390/jcm10081742] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 04/08/2021] [Accepted: 04/14/2021] [Indexed: 02/06/2023] Open
Abstract
Implementation of protocolized surveillance, diagnosis, and management of septic patients, and of surgical sepsis patients in particular, is shown to result in significantly increased numbers of patients surviving their initial hospitalization. Currently, most surgical sepsis patients will rapidly recover from sepsis; however, many patients will not rapidly recover, but instead will go on to develop chronic critical illness (CCI) and experience dismal long-term outcomes. The elderly and comorbid patient is highly susceptible to death or CCI after sepsis. Here, we review aspects of the Persistent Inflammation, Immunosuppression, and Catabolism Syndrome (PICS) endotype to explain the underlying pathobiology of a dysregulated immune system in sepsis survivors who develop CCI; then, we explore targets for immunomodulatory therapy.
Collapse
|
18
|
He W, Xiao K, Xu J, Guan W, Xie S, Wang K, Yan P, Fang M, Xie L. Recurrent Sepsis Exacerbates CD4 + T Cell Exhaustion and Decreases Antiviral Immune Responses. Front Immunol 2021; 12:627435. [PMID: 33717146 PMCID: PMC7946831 DOI: 10.3389/fimmu.2021.627435] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 01/18/2021] [Indexed: 12/29/2022] Open
Abstract
Sepsis is a life-threatening organ dysfunction caused by a dysregulated host response to an infection. It is a disease with a high incidence, mortality, and recurrence rate and frequently results in its survivors requiring readmission into hospitals. The readmission is mainly due to recurrent sepsis. Patients with recurrent sepsis are more susceptible to secondary infections partly due to immune dysfunction, leading to a higher mortality in the long term. However, there remains a gap in the understanding of immunological characteristics and underlying mechanisms of recurrent sepsis. In this study, we used mouse models of acute and recurrent sepsis to investigate their different immunological characteristics. And then we subjected the two mouse models to a secondary influenza A virus (H1N1) infection and characterized the different immune responses. Here, we demonstrated that CD4+ T cells present an exacerbated exhaustion phenotype in response to recurrent sepsis as illustrated by the decreased frequency of CD4+ T cells, reduced co-stimulatory CD28 and increased inhibitory PD-1 and Tim-3 expression on CD4+ T cells, increased frequency of regulatory T cells, and reduced MHC-II expression on antigen-presenting cells. Moreover, we showed that antiviral immune responses decrease in the recurrent sepsis mouse model subjected to a secondary infection as illustrated by the reduced pathogen clearance and inflammatory response. This may be a consequence of the exacerbated CD4+ T cell exhaustion. In summary, recurrent sepsis exacerbates CD4+ T cell exhaustion and decreases antiviral immune responses, contributing to significant morbidity, increased late mortality, and increased health care burden in recurrent sepsis patients.
Collapse
Affiliation(s)
- Wanxue He
- College of Pulmonary and Critical Care Medicine, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China
| | - Kun Xiao
- College of Pulmonary and Critical Care Medicine, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China
| | - Jiaruo Xu
- College of Pulmonary and Critical Care Medicine, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China
| | - Wei Guan
- College of Pulmonary and Critical Care Medicine, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China
| | - Sheling Xie
- College of Pulmonary and Critical Care Medicine, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China
| | - Kaifei Wang
- College of Pulmonary and Critical Care Medicine, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China
| | - Peng Yan
- College of Pulmonary and Critical Care Medicine, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China
| | - Min Fang
- Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Lixin Xie
- College of Pulmonary and Critical Care Medicine, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China
| |
Collapse
|
19
|
Fenner BP, Darden DB, Kelly LS, Rincon J, Brakenridge SC, Larson SD, Moore FA, Efron PA, Moldawer LL. Immunological Endotyping of Chronic Critical Illness After Severe Sepsis. Front Med (Lausanne) 2021; 7:616694. [PMID: 33659259 PMCID: PMC7917137 DOI: 10.3389/fmed.2020.616694] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Accepted: 12/14/2020] [Indexed: 12/15/2022] Open
Abstract
Improved management of severe sepsis has been one of the major health care accomplishments of the last two decades. Due to enhanced recognition and improved management of severe sepsis, in-hospital mortality has been reduced by up to 40%. With that good news, a new syndrome has unfortunately replaced in-hospital multi-organ failure and death. This syndrome of chronic critical illness (CCI) includes sepsis patients who survive the early "cytokine or genomic storm," but fail to fully recover, and progress into a persistent state of manageable organ injury requiring prolonged intensive care. These patients are commonly discharged to long-term care facilities where sepsis recidivism is high. As many as 33% of sepsis survivors develop CCI. CCI is the result, at least in part, of a maladaptive host response to chronic pattern-recognition receptor (PRR)-mediated processes. This maladaptive response results in dysregulated myelopoiesis, chronic inflammation, T-cell atrophy, T-cell exhaustion, and the expansion of suppressor cell functions. We have defined this panoply of host responses as a persistent inflammatory, immune suppressive and protein catabolic syndrome (PICS). Why is this important? We propose that PICS in survivors of critical illness is its own common, unique immunological endotype driven by the constant release of organ injury-associated, endogenous alarmins, and microbial products from secondary infections. While this syndrome can develop as a result of a diverse set of pathologies, it represents a shared outcome with a unique underlying pathobiological mechanism. Despite being a common outcome, there are no therapeutic interventions other than supportive therapies for this common disorder. Only through an improved understanding of the immunological endotype of PICS can rational therapeutic interventions be designed.
Collapse
Affiliation(s)
- Brittany P Fenner
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - D B Darden
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - Lauren S Kelly
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - Jaimar Rincon
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - Scott C Brakenridge
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - Shawn D Larson
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - Frederick A Moore
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - Philip A Efron
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - Lyle L Moldawer
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| |
Collapse
|
20
|
López-Izquierdo R, del Brio-Ibañez P, Martín-Rodríguez F, Mohedano-Moriano A, Polonio-López B, Maestre-Miquel C, Viñuela A, Durantez-Fernández C, Villamor MÁC, Martín-Conty JL. Role of qSOFA and SOFA Scoring Systems for Predicting In-Hospital Risk of Deterioration in the Emergency Department. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17228367. [PMID: 33198151 PMCID: PMC7698163 DOI: 10.3390/ijerph17228367] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Revised: 11/09/2020] [Accepted: 11/10/2020] [Indexed: 12/13/2022]
Abstract
The objective of this study was to analyze and compare the usefulness of quick sequential organ failure assessment score (qSOFA) and sequential organ failure assessment (SOFA) scores for the detection of early (two-day) mortality in patients transported by emergency medical services (EMSs) to the emergency department (ED) (infectious and non-infectious). We performed a multicentric, prospective and blinded end-point study in adults transported with high priority by ambulance from the scene to the ED with the participation of five hospitals. For each score, the area under the curve (AUC) of the receiver operating characteristic (ROC) curve was calculated. We included 870 patients in the final cohort. The median age was 70 years (IQR 54–81 years), and 338 (38.8%) of the participants were women. Two-day mortality was 8.3% (73 cases), and 20.9% of cases were of an infectious pathology. For two-day mortality, the qSOFA presented an AUC of 0.812 (95% CI: 0.75–0.87; p < 0.001) globally with a sensitivity of 84.9 (95% CI: 75.0–91.4) and a specificity of 69.4 (95% CI: 66.1–72.5), and a SOFA of 0.909 (95% CI: 0.86–0.95; p < 0.001) with sensitivity of 87.7 (95% CI: 78.2–93.4) and specificity of 80.7 (95% CI: 77.4–83.3). The qSOFA score can serve as a simple initial assessment to detect high-risk patients, and the SOFA score can be used as an advanced tool to confirm organ dysfunction.
Collapse
Affiliation(s)
- Raúl López-Izquierdo
- Emergency Department, Hospital Universitario Rio Hortega, 47012 Valladolid, Spain;
| | | | - Francisco Martín-Rodríguez
- Advanced Life Support Unit, Emergency Medical Services, Advanced Clinical Simulation Centre, Faculty of Medicine, Universidad de Valladolid, 47005 Valladolid, Spain
- Correspondence: ; Tel.: +34-686-452-313
| | - Alicia Mohedano-Moriano
- Faculty of Health Sciences, Universidad de Castilla la Mancha, 45600 Talavera de la Reina, Spain; (A.M.-M.); (B.P.-L.); (C.M.-M.); (A.V.); (C.D.-F.); (J.L.M.-C.)
| | - Begoña Polonio-López
- Faculty of Health Sciences, Universidad de Castilla la Mancha, 45600 Talavera de la Reina, Spain; (A.M.-M.); (B.P.-L.); (C.M.-M.); (A.V.); (C.D.-F.); (J.L.M.-C.)
| | - Clara Maestre-Miquel
- Faculty of Health Sciences, Universidad de Castilla la Mancha, 45600 Talavera de la Reina, Spain; (A.M.-M.); (B.P.-L.); (C.M.-M.); (A.V.); (C.D.-F.); (J.L.M.-C.)
| | - Antonio Viñuela
- Faculty of Health Sciences, Universidad de Castilla la Mancha, 45600 Talavera de la Reina, Spain; (A.M.-M.); (B.P.-L.); (C.M.-M.); (A.V.); (C.D.-F.); (J.L.M.-C.)
| | - Carlos Durantez-Fernández
- Faculty of Health Sciences, Universidad de Castilla la Mancha, 45600 Talavera de la Reina, Spain; (A.M.-M.); (B.P.-L.); (C.M.-M.); (A.V.); (C.D.-F.); (J.L.M.-C.)
| | - Miguel Á. Castro Villamor
- Advanced Clinical Simulation Centre, Faculty of Medicine, Universidad de Valladolid, 47005 Valladolid, Spain;
| | - José L. Martín-Conty
- Faculty of Health Sciences, Universidad de Castilla la Mancha, 45600 Talavera de la Reina, Spain; (A.M.-M.); (B.P.-L.); (C.M.-M.); (A.V.); (C.D.-F.); (J.L.M.-C.)
| |
Collapse
|
21
|
Winer LK, Salyer C, Beckmann N, Caldwell CC, Nomellini V. Enigmatic role of coagulopathy among sepsis survivors: a review of coagulation abnormalities and their possible link to chronic critical illness. Trauma Surg Acute Care Open 2020; 5:e000462. [PMID: 33094168 PMCID: PMC7570228 DOI: 10.1136/tsaco-2020-000462] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 08/27/2020] [Accepted: 09/14/2020] [Indexed: 12/23/2022] Open
Abstract
There are sparse clinical data addressing the persistence of disordered coagulation in sepsis and its role in chronic critical illness. Coagulopathy in the absence of anticoagulant therapy and/or liver disease can be highly variable in sepsis, but it tends to be prolonged in patients in the intensive care unit with a length of stay greater than 14 days. These coagulation abnormalities tend to precede multisystem organ failure and persistence of these coagulation derangements can predict 28-day mortality. The studies evaluated in this review consistently link sepsis-associated coagulopathy to poor long-term outcomes and indicate that disordered coagulation is associated with unfavorable outcomes in chronic critical illness. However, the causative mechanism and the definitive link remain unclear. Longer follow-up and more granular data will be required to fully understand coagulopathy in the context of chronic critical illness.
Collapse
Affiliation(s)
- Leah K Winer
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Christen Salyer
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Nadine Beckmann
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Charles C Caldwell
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA.,Department of Research, Shriners Hospitals for Children Cincinnati, Cincinnati, Ohio, USA
| | - Vanessa Nomellini
- Department of Research, Shriners Hospitals for Children Cincinnati, Cincinnati, Ohio, USA.,Division of Trauma, Critical Care and Acute Care Surgery, Department of Surgery, University of Cincinnati Academic Health Center, Cincinnati, Ohio, USA
| |
Collapse
|
22
|
Shankar-Hari M, Saha R, Wilson J, Prescott HC, Harrison D, Rowan K, Rubenfeld GD, Adhikari NKJ. Rate and risk factors for rehospitalisation in sepsis survivors: systematic review and meta-analysis. Intensive Care Med 2020; 46:619-636. [PMID: 31974919 PMCID: PMC7222906 DOI: 10.1007/s00134-019-05908-3] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Accepted: 12/19/2019] [Indexed: 12/26/2022]
Abstract
PURPOSE Sepsis survivors have a higher risk of rehospitalisation and of long-term mortality. We assessed the rate, diagnosis, and independent predictors for rehospitalisation in adult sepsis survivors. METHODS We searched for non-randomized studies and randomized clinical trials in MEDLINE, Cochrane Library, Web of Science, and EMBASE (OVID interface, 1992-October 2019). The search strategy used controlled vocabulary terms and text words for sepsis and hospital readmission, limited to humans, and English language. Two authors independently selected studies and extracted data using predefined criteria and data extraction forms. RESULTS The literature search identified 12,544 records. Among 56 studies (36 full and 20 conference abstracts) that met our inclusion criteria, all were non-randomised studies. Studies most often report 30-day rehospitalisation rate (mean 21.4%, 95% confidence interval [CI] 17.6-25.4%; N = 36 studies reporting 6,729,617 patients). The mean (95%CI) rehospitalisation rates increased from 9.3% (8.3-10.3%) by 7 days to 39.0% (22.0-59.4%) by 365 days. Infection was the most common rehospitalisation diagnosis. Risk factors that increased the rehospitalisation risk in sepsis survivors were generic characteristics such as older age, male, comorbidities, non-elective admissions, hospitalisation prior to index sepsis admission, and sepsis characteristics such as infection and illness severity, with hospital characteristics showing inconsistent associations. The overall certainty of evidence was moderate for rehospitalisation rates and low for risk factors. CONCLUSIONS Rehospitalisation events are common in sepsis survivors, with one in five rehospitalisation events occurring within 30 days of hospital discharge following an index sepsis admission. The generic and sepsis-specific characteristics at index sepsis admission are commonly reported risk factors for rehospitalisation. REGISTRATION PROSPERO CRD 42016039257, registered on 14-06-2016.
Collapse
Affiliation(s)
- Manu Shankar-Hari
- Guy's and St Thomas' NHS Foundation Trust, ICU Support Offices, 1st Floor, East Wing, St Thomas' Hospital, SE1 7EH, UK.
- School of Immunology and Microbial Sciences, Kings College London, London, SE1 9RT, UK.
- Intensive Care National Audit and Research Centre, Napier House, 24 High Holborn, London, WC1V 6AZ, UK.
| | - Rohit Saha
- School of Immunology and Microbial Sciences, Kings College London, London, SE1 9RT, UK
| | - Julie Wilson
- Guy's and St Thomas' NHS Foundation Trust, ICU Support Offices, 1st Floor, East Wing, St Thomas' Hospital, SE1 7EH, UK
| | - Hallie C Prescott
- Division of Pulmonary and Critical Care Medicine, Ann Arbor, MI, 48109-2800, USA
- VA Center for Clinical Management Research, University of Michigan Health System, Ann Arbor, MI, USA
| | - David Harrison
- Intensive Care National Audit and Research Centre, Napier House, 24 High Holborn, London, WC1V 6AZ, UK
| | - Kathryn Rowan
- Intensive Care National Audit and Research Centre, Napier House, 24 High Holborn, London, WC1V 6AZ, UK
| | - Gordon D Rubenfeld
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, M4N 3M5, Canada
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, D1.08, Toronto, ON, M4N 3M5, Canada
| | - Neill K J Adhikari
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, M4N 3M5, Canada
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, D1.08, Toronto, ON, M4N 3M5, Canada
| |
Collapse
|
23
|
Current Epidemiology of Surgical Sepsis: Discordance Between Inpatient Mortality and 1-year Outcomes. Ann Surg 2020; 270:502-510. [PMID: 31356275 DOI: 10.1097/sla.0000000000003458] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVE We sought to compare traditional inpatient outcomes to long-term functional outcomes and mortality of surgical intensive care unit (SICU) patients with sepsis. SUMMARY OF BACKGROUND DATA As inpatient sepsis mortality declines, an increasing number of initial sepsis survivors now progress into a state of chronic critical illness (CCI) and their post-discharge outcomes are unclear. METHODS We performed a prospective, longitudinal cohort study of SICU patients with sepsis. RESULTS Among this recent cohort of 301 septic SICU patients, 30-day mortality was 9.6%. Only 13 (4%) patients died within 14 days, primarily of refractory multiple organ failure (62%). The majority (n = 189, 63%) exhibited a rapid recovery (RAP), whereas 99 (33%) developed CCI. CCI patients were older, with greater comorbidities, and more severe and persistent organ dysfunction than RAP patients (all P < 0.01). At 12 months, overall cohort performance status was persistently worse than presepsis baseline (WHO/Zubrod score 1.4 ± 0.08 vs 2.2 ± 0.23, P > 0.0001) and mortality was 20.9%. Of note at 12 months, the CCI cohort had persistent severely impaired performance status and a much higher mortality (41.4%) than those with RAP (4.8%) after controlling for age and comorbidity burden (Cox hazard ratio 1.27; 95% confidence interval, 1.14-1.41, P < 0.0001). Among CCI patients, independent risk factors for death by 12 months included severity of comorbidities and persistent organ dysfunction (sequential organ failure assessment ≥6) at day 14 after sepsis onset. CONCLUSIONS There is discordance between low inpatient mortality and poor long-term outcomes after surgical sepsis, especially among older adults, increasing comorbidity burden and patients that develop CCI. This represents important information when discussing expected outcomes of surgical patients who experience a complicated clinical course owing to sepsis.
Collapse
|
24
|
Rosenthal MD, Bala T, Wang Z, Loftus T, Moore F. Chronic Critical Illness Patients Fail to Respond to Current Evidence-Based Intensive Care Nutrition Secondarily to Persistent Inflammation, Immunosuppression, and Catabolic Syndrome. JPEN J Parenter Enteral Nutr 2020; 44:1237-1249. [PMID: 32026502 DOI: 10.1002/jpen.1794] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2019] [Revised: 11/28/2019] [Accepted: 01/06/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Sepsis-induced multiple-organ failure (MOF) has plagued surgical intensive care units (ICUs) for decades. Early nutrition (principally enteral) improves hospital outcomes of high-risk ICU patients. The purpose of this study is to document how the growing epidemic of chronic critical illness (CCI) patients responds to adequate evidence-based ICU nutrition. METHODS This retrospective post hoc subgroup analysis of an ongoing sepsis database identified 56 CCI patients who received early, adequate nutrition per an established surgical ICU protocol compared with 112 matched rapid-recovery (RAP) patients. RESULTS The matched CCI and RAP groups had similar baseline characteristics. Serial biomarkers showed that CCI patients remained persistently inflamed with ongoing stress metabolism and that despite receiving evidence-based protocol nutrition, they had persistent catabolism and immunosuppression with more secondary infections. More CCI patients were discharged to poor nonhome destinations (ie, skilled nursing facilities, long-term acute care, hospice) (81% vs 29%, P < 0.05). At 12-month follow-up, CCI patients had worse functional status by Zubrod score (3.17 vs 1.62, P < 0.001) and Short Physical Battery Testing (4.78 vs 8.59, P < 0.02), worse health-related quality of life by EQ-5D-3L descriptive measures (9.07 vs 7.45, P < 0.003), and lower survival (67% vs 92%, P < 0.05). CONCLUSIONS Despite early, adequate, evidence-based ICU nutrition, septic surgical ICU patients who develop CCI exhibit persistent inflammation, immunosuppression, and catabolism with unacceptable long-term morbidity and mortality. Although current evidence-based ICU nutrition may improve short-term ICU outcomes, novel adjuncts are needed to improve long-term outcomes for CCI patients.
Collapse
Affiliation(s)
- Martin D Rosenthal
- Department of Surgery, Division of Acute Care Surgery and Center for Sepsis and Critical Illness Research, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Trina Bala
- Department of Surgery, Division of Acute Care Surgery and Center for Sepsis and Critical Illness Research, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Zhongkai Wang
- Department of Surgery, Division of Acute Care Surgery and Center for Sepsis and Critical Illness Research, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Tyler Loftus
- Department of Surgery, Division of Acute Care Surgery and Center for Sepsis and Critical Illness Research, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Frederick Moore
- Department of Surgery, Division of Acute Care Surgery and Center for Sepsis and Critical Illness Research, University of Florida College of Medicine, Gainesville, Florida, USA
| |
Collapse
|
25
|
The Development of Chronic Critical Illness Determines Physical Function, Quality of Life, and Long-Term Survival Among Early Survivors of Sepsis in Surgical ICUs. Crit Care Med 2020; 47:566-573. [PMID: 30664526 DOI: 10.1097/ccm.0000000000003655] [Citation(s) in RCA: 109] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
OBJECTIVES This study sought to examine mortality, health-related quality of life, and physical function among sepsis survivors who developed chronic critical illness. DESIGN Single-institution, prospective, longitudinal, observational cohort study assessing 12-month outcomes. SETTING Two surgical/trauma ICUs at an academic tertiary medical and level 1 trauma center. PATIENTS Adult critically ill patients that survived 14 days or longer after sepsis onset. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Baseline patient characteristics and function, sepsis severity, and clinical outcomes of the index hospitalization were collected. Follow-up physical function (short physical performance battery; Zubrod; hand grip strength) and health-related quality of life (EuroQol-5D-3L, Short Form-36) were measured at 3, 6, and 12 months. Hospital-free days and mortality were determined at 12 months. We compared differences in long-term outcomes between subjects who developed chronic critical illness (≥ 14 ICU days with persistent organ dysfunction) versus those with rapid recovery. The cohort consisted of 173 sepsis patients; 63 (36%) developed chronic critical illness and 110 (64%) exhibited rapid recovery. Baseline physical function and health-related quality of life did not differ between groups. Those who developed chronic critical illness had significantly fewer hospital-free days (196 ± 148 vs 321 ± 65; p < 0.0001) and reduced survival at 12-months compared with rapid recovery subjects (54% vs 92%; p < 0.0001). At 3- and 6-month follow-up, chronic critical illness patients had significantly lower physical function (3 mo: short physical performance battery, Zubrod, and hand grip; 6 mo: short physical performance battery, Zubrod) and health-related quality of life (3- and 6-mo: EuroQol-5D-3L) compared with patients who rapidly recovered. By 12-month follow-up, chronic critical illness patients had significantly lower physical function and health-related quality of life on all measures. CONCLUSIONS Surgical patients who develop chronic critical illness after sepsis exhibit high healthcare resource utilization and ultimately suffer dismal long-term clinical, functional, and health-related quality of life outcomes. Further understanding of the mechanisms driving the development and persistence of chronic critical illness will be necessary to improve long-term outcomes after sepsis.
Collapse
|
26
|
Persistently increased cell-free DNA concentrations only modestly contribute to outcome and host response in sepsis survivors with chronic critical illness. Surgery 2019; 167:646-652. [PMID: 31898953 DOI: 10.1016/j.surg.2019.11.018] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 11/14/2019] [Accepted: 11/25/2019] [Indexed: 12/30/2022]
Abstract
BACKGROUND Although early survival from sepsis has improved with timely resuscitation and source control, survivors frequently experience persistent inflammation and develop chronic critical illness. We examined whether increased copy number of endogenous alarmins, mitochondrial DNA, and nuclear DNA are associated with the early "genomic storm" in blood leukocytes and the development of chronic critical illness in hospitalized patients with surgical sepsis. METHODS A prospective, observational, cohort study of critically ill septic patients was performed at a United States tertiary health care center. Blood samples were obtained at multiple time points after the onset of sepsis. Droplet Digital polymerase chain reaction (Bio-Rad Laboratories, Hercules, CA) was performed to quantify RHO (nuclear DNA) and MT-CO2 (mitochondrial DNA) copies in plasma. Leukocyte transcriptomic expression of 63 genes was also measured in whole blood. RESULTS We enrolled 112 patients with surgical sepsis. Two experienced early death, 69 recovered rapidly, and 41 developed chronic critical illness. Both mitochondrial DNA and nuclear DNA copy number were increased in all sepsis survivors, but early nuclear DNA, and not mitochondrial DNA, copy number was further increased in patients who developed chronic critical illness. Cell-free DNA copy number was associated with in-hospital but not long-term (180-day and 365-day) mortality and were only weakly correlated with leukocyte transcriptomics. CONCLUSION Increased cell-free DNA copy number persists in survivors of sepsis but is not strongly associated with leukocyte transcriptomics. Nuclear DNA but not mitochondrial DNA copy number is associated with adverse, short-term, clinical trajectories and outcomes.
Collapse
|
27
|
Tian G, Jin X, Wang Q, Ye T, Li G, Liu J. Recent advances in the study of progranulin and its role in sepsis. Int Immunopharmacol 2019; 79:106090. [PMID: 31869774 DOI: 10.1016/j.intimp.2019.106090] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Revised: 11/25/2019] [Accepted: 11/28/2019] [Indexed: 12/29/2022]
Abstract
Sepsis is defined as life-threatening organ dysfunction caused by a dysregulated host response to infection. The mortality rate of in-hospital patients whose conditions are complicated by sepsis remains high in spite of intensive-care treatment, therefore placing a significant financial burden on the health care system. In recent years, progranulin (PGRN), a cysteine-rich secretory protein (CRISP), has been found to play a crucial role in sepsis. PGRN participates in the pathogenesis of sepsis via diverse pathways, including bacterial clearance, cell growth and survival, tissue repair, and the regulation of inflammation. PGRN knockout mice suffer from serious infectious processes, whereas therapeutic administration of recombinant PGRN to such mice enhances bacterial clearance and reduces organ injury and mortality rate. Even though PGRN plays an important role in regulating sepsis, its potential mechanisms have not been completely clarified. In this review, we summarize the most recent research advances in the study of PGRN and its role in sepsis.
Collapse
Affiliation(s)
- Gang Tian
- Department of Laboratory Medicine, Affiliated Hospital of Southwest Medical University, Luzhou 646000, China
| | - Xinrui Jin
- Department of Laboratory Medicine, Affiliated Hospital of Southwest Medical University, Luzhou 646000, China
| | - Qin Wang
- Sichuan Provincial Center for Gynaecology and Breast Diseases (Affiliated Hospital of Southwest Medical University), Luzhou, Sichuan 646000, China
| | - Ting Ye
- Department of Laboratory Medicine, Affiliated Hospital of Southwest Medical University, Luzhou 646000, China
| | - Guangrong Li
- Department of Laboratory Medicine, Affiliated Hospital of Southwest Medical University, Luzhou 646000, China
| | - Jinbo Liu
- Department of Laboratory Medicine, Affiliated Hospital of Southwest Medical University, Luzhou 646000, China.
| |
Collapse
|
28
|
Pedersen PB, Henriksen DP, Brabrand M, Lassen AT. Prevalence of organ failure and mortality among patients in the emergency department: a population-based cohort study. BMJ Open 2019; 9:e032692. [PMID: 31666275 PMCID: PMC6830583 DOI: 10.1136/bmjopen-2019-032692] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVES The aim was to describe population-based incidence and emergency department-based prevalence and 1-year all-cause mortality of patients with new organ failure present at arrival. DESIGN This was a population-based cohort study of all citizens in four municipalities (population of 230 000 adults). SETTING Emergency department at Odense University Hospital, Denmark. PARTICIPANTS We included all adult patients who arrived from 1 April 2012 to 31 March 2015. PRIMARY AND SECONDARY OUTCOME MEASURES Organ failure was defined as a modified Sequential Organ Failure Assessment score≥2 within six possible organ systems: cerebral, circulatory, renal, respiratory, hepatic and coagulation.The primary outcome was prevalence of organ failure, and secondary outcomes were 0-7 days, 8-30 days and 31-365 days all-cause mortality. RESULTS We identified in total 175 278 contacts, of which 70 399 contacts were further evaluated for organ failure. Fifty-two per cent of these were women, median age 62 (IQR 42-77) years. The incidence of new organ failure was 1342/100 000 person-years, corresponding to 5.2% of all emergency department contacts.The 0-7-day, 8-30-day and 31-365-day mortality was 11.0% (95% CI: 10.2% to 11.8%), 5.6% (95% CI: 5.1% to 6.2%) and 13.2% (95% CI: 12.3% to 14.1%), respectively, if the patient had one or more new organ failures at first contact in the observation period, compared with 1.4% (95% CI: 1.3% to 1.6%), 1.2% (95% CI: 1.1% to 1.3%) and 5.2% (95% CI: 5.0% to 5.4%) for patients without. Seven-day mortality ranged from hepatic failure, 6.5% (95% CI: 4.9% to 8.6%), to cerebral failure, 33.8% (95% CI: 31.0% to 36.8%), the 8-30-day mortality ranged from cerebral failure, 3.9% (95% CI: 2.8% to 5.3%), to hepatic failure, 8.6% (95% CI: 6.6% to 10.8%) and 31-365-day mortality ranged from cerebral failure, 9.3% (95% CI: 7.6% to 11.2%), to renal failure, 18.2% (95% CI: 15.5% to 21.1%). CONCLUSIONS The study revealed an incidence of new organ failure at 1342/100 000 person-years and a prevalence of 5.2% of all emergency department contacts. One-year all-cause mortality was 29.8% among organ failure patients.
Collapse
Affiliation(s)
- Peter Bank Pedersen
- Department of Emergency Medicine, Institute of Clinical Research, University of Southern Denmark, Odense University Hospital, Odense, Denmark
| | | | - Mikkel Brabrand
- Department of Emergency Medicine, Odense University Hospital & Hospital of South West Jutland, Odense & Esbjerg, Denmark
| | - Annmarie Touborg Lassen
- Department of Emergency Medicine, Institute of Clinical Research, University of Southern Denmark, Odense University Hospital, Odense, Denmark
| |
Collapse
|
29
|
Guirgis FW, Black LP, Rosenthal MD, Henson M, Ferreira J, Leeuwenburgh C, Kalynych C, Moldawer LL, Miller T, Jones L, Crandall M, Reddy ST, Wu SS, Moore FA. LIPid Intensive Drug therapy for Sepsis Pilot (LIPIDS-P): Phase I/II clinical trial protocol of lipid emulsion therapy for stabilising cholesterol levels in sepsis and septic shock. BMJ Open 2019; 9:e029348. [PMID: 31537565 PMCID: PMC6756323 DOI: 10.1136/bmjopen-2019-029348] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
INTRODUCTION Sepsis is a life-threatening, dysregulated response to infection. Both high-density lipoprotein and low-density lipoprotein cholesterol should protect against sepsis by several mechanisms; however, for partially unknown reasons, cholesterol levels become critically low in patients with early sepsis who experience poor outcomes. An anti-inflammatory lipid injectable emulsion containing fish oil is approved by the Food and Drug Administration as parenteral nutrition for critically ill patients and may prevent this decrease in serum cholesterol levels by providing substrate for cholesterol synthesis and may favourably modulate inflammation. This LIPid Intensive Drug therapy for Sepsis Pilot clinical trial is the first study to attempt to stabilise early cholesterol levels using lipid emulsion as a treatment modality for sepsis. METHODS AND ANALYSIS This is a two-centre, phase I/II clinical trial. Phase I is a non-randomised dose-escalation study using a Bayesian optimal interval design in which up to 16 patients will be enrolled to evaluate the safest and most efficacious dose for stabilising cholesterol levels. Based on phase I results, the two best doses will be used to randomise 48 patients to either lipid injectable emulsion or active control (no treatment). Twenty-four patients will be randomised to one of two doses of the study drug, while 24 control group patients will receive no drug and will be followed during their hospitalisation. The control group will receive all standard treatments mandated by the institutional sepsis alert protocol. The phase II study will employ a permuted blocked randomisation technique, and the primary endpoint will be change in serum total cholesterol level (48 hours - enrolment). Secondary endpoints include change in cholesterol level from enrolment to 7 days, change in Sequential Organ Failure Assessment score over the first 48 hours and 7 days, in-hospital and 28-day mortality, lipid oxidation status, inflammatory biomarkers, and high-density lipoprotein function. ETHICS AND DISSEMINATION Investigators are trained and follow good clinical practices, and each phase of the study was reviewed and approved by the institutional review boards of each institution. Results of each phase will be disseminated through presentations at national meetings and publication in peer-reviewed journals. If promising, data from the pilot study will be used for a larger, multicentre, phase II clinical trial. TRIAL REGISTRATION NUMBER NCT03405870.
Collapse
Affiliation(s)
- Faheem W Guirgis
- Emergency Medicine, University of Florida College of Medicine - Jacksonville, Jacksonville, Florida, USA
| | - Lauren Page Black
- Emergency Medicine, University of Florida College of Medicine - Jacksonville, Jacksonville, Florida, USA
| | | | - Morgan Henson
- Emergency Medicine, University of Florida College of Medicine - Jacksonville, Jacksonville, Florida, USA
| | - Jason Ferreira
- Pharmacy, University of Florida Health at Jacksonville, Jacksonville, Florida, USA
| | | | - Colleen Kalynych
- Emergency Medicine, University of Florida College of Medicine - Jacksonville, Jacksonville, Florida, USA
| | - Lyle L Moldawer
- Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Taylor Miller
- Emergency Medicine, University of Florida College of Medicine - Jacksonville, Jacksonville, Florida, USA
| | - Lisa Jones
- Medicine, Division of Pulmonary and Critical Care Medicine, University of Florida College of Medicine - Jacksonville, Jacksonville, Florida, USA
| | - Marie Crandall
- Surgery, University of Florida College of Medicine - Jacksonville, Jacksonville, Florida, USA
| | - Srinivasa T Reddy
- Medicine; Molecular and Medical Pharmacology, UCLA College of Medicine, Los Angeles, California, USA
| | - Samuel S Wu
- Department of Biostatistics, University of Florida, Gainesville, Florida, USA
| | - Frederick A Moore
- Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
| |
Collapse
|
30
|
Poutsiaka DD, Porto MC, Perry WA, Hudcova J, Tybor DJ, Hadley S, Doron S, Reich JA, Snydman DR, Nasraway SA. Prospective Observational Study Comparing Sepsis-2 and Sepsis-3 Definitions in Predicting Mortality in Critically Ill Patients. Open Forum Infect Dis 2019; 6:ofz271. [PMID: 31281865 PMCID: PMC6602380 DOI: 10.1093/ofid/ofz271] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Accepted: 06/04/2019] [Indexed: 01/21/2023] Open
Abstract
Background Sepsis definitions have evolved, but there is a lack of consensus over adoption of the most recent definition, Sepsis-3. We sought to compare Sepsis-2 and Sepsis-3 in the classification of patients with sepsis and mortality risk at 30 days. Methods We used the following definitions: Sepsis-2 (≥2 systemic inflammatory response syndrome criteria + infection), Sepsis-3 (prescreening by quick Sequential Organ Failure Assessment [qSOFA] of ≥2 of 3 criteria followed by the complete score change ≥2 + infection), and an amended Sepsis-3 definition, iqSOFA (qSOFA ≥2 + infection). We used χ 2 or Wilcoxon rank-sum tests, receiver-operator characteristic curves, and survival analysis. Results We enrolled 176 patients (95% in an intensive care unit, 38.6% female, median age 61.4 years). Of 105 patients classified by Sepsis-2 as having sepsis, 80 had sepsis per Sepsis-3 or iqSOFA (kappa = 0.72; 95% confidence interval [CI], 0.62–0.82). Twenty-five (14.8%) died (20 of 100 with sepsis per Sepsis-2 [20%], and 20 of 77 [26.0%] with sepsis per Sepsis-3 or iqSOFA). Results for Sepsis-3 and iqSOFA were identical. The area under the curve of receiver-operator characteristic (ROC) curves for identifying those who died were 0.54 (95% CI, 0.41–0.68) for Sepsis-2, 0.84 (95% CI, 0.74–0.93) for Sepsis-3, and 0.69 (95% CI, 0.60–0.79) for iqSOFA (P < .01). Hazard ratios for death associated with sepsis were greatest for sepsis or septic shock per Sepsis-3. Conclusions Sepsis-3 and iqSOFA were better at predicting death than Sepsis-2. Using the SOFA score might add little advantage compared with the simpler iqSOFA score.
Collapse
Affiliation(s)
- Debra D Poutsiaka
- Division of Geographic Medicine and Infectious Diseases Tufts Medical Center, Boston, Massachusetts
| | - Maura C Porto
- Division of Geographic Medicine and Infectious Diseases Tufts Medical Center, Boston, Massachusetts
| | - Whitney A Perry
- Department of Medicine, Tufts Medical Center, Boston, Massachusetts
| | - Jana Hudcova
- Department of Surgical Critical Care, Lahey Hospital and Medical Center, Burlington, Massachusetts
| | - David J Tybor
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, Massachusetts
| | - Susan Hadley
- Division of Geographic Medicine and Infectious Diseases Tufts Medical Center, Boston, Massachusetts
| | - Shira Doron
- Division of Geographic Medicine and Infectious Diseases Tufts Medical Center, Boston, Massachusetts
| | - John A Reich
- Department of Anesthesia and Perioperative Medicine, Tufts Medical Center, Boston, Massachusetts
| | - David R Snydman
- Division of Geographic Medicine and Infectious Diseases Tufts Medical Center, Boston, Massachusetts
| | | |
Collapse
|
31
|
Victims or Culprits, B Cells May Serve as Markers for Mortality Risk and Targeted Therapy in Sepsis. Crit Care Med 2019; 45:1951-1952. [PMID: 29028700 DOI: 10.1097/ccm.0000000000002670] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
32
|
Winer LK, Beckmann N, Veile RA, Goodman MD, Caldwell CC, Nomellini V. Consumptive coagulopathy is associated with organ dysfunction during PICS. Am J Physiol Lung Cell Mol Physiol 2019; 316:L946-L952. [PMID: 30840483 DOI: 10.1152/ajplung.00521.2018] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Patients who survive the acute phase of sepsis can progress to persistent inflammation, immunosuppression, and catabolism syndrome (PICS). Although sepsis is characterized by early hypercoagulability and delayed hypocoagulability, coagulopathy during chronic critical illness is not fully understood. The objective of this study was to determine whether sepsis-induced PICS is associated with coagulation abnormalities. Using our previously described murine PICS model, outbred mice underwent cecal ligation and puncture, and coagulability was characterized after 8 days. We found that during PICS the spleen became markedly enlarged with increased splenocytes and splenic megakaryocytes without a concomitant increase in circulating platelets. Microscopy revealed a nearly sevenfold increase in pulmonary microvascular thrombi in PICS mice, along with significantly decreased pulmonary tidal volumes and inspiratory times and with significantly increased respiratory rates. Thromboelastometry showed that PICS mice had significantly delayed clot initiation time but increased clot firmness. Finally, PICS mice displayed delayed thrombin production and decreased overall thrombin concentrations. All together, these data demonstrate a general dysregulation of coagulation resulting in microthrombus formation and compromised lung function. On the basis of these findings, we propose that consumptive coagulopathy constitutes another cardinal feature of PICS and may contribute to the ongoing tissue damage and multiple organ failure that can occur in chronic critical illness.
Collapse
Affiliation(s)
- Leah K Winer
- Division of Research, Department of Surgery, University of Cincinnati College of Medicine , Cincinnati, Ohio
| | - Nadine Beckmann
- Division of Research, Department of Surgery, University of Cincinnati College of Medicine , Cincinnati, Ohio
| | - Rosalie A Veile
- Division of Research, Department of Surgery, University of Cincinnati College of Medicine , Cincinnati, Ohio
| | - Michael D Goodman
- Division of Research, Department of Surgery, University of Cincinnati College of Medicine , Cincinnati, Ohio.,Section of General Surgery, Department of Surgery, University of Cincinnati College of Medicine , Cincinnati, Ohio
| | - Charles C Caldwell
- Division of Research, Department of Surgery, University of Cincinnati College of Medicine , Cincinnati, Ohio.,Division of Research, Shriners Hospital for Children , Cincinnati, Ohio
| | - Vanessa Nomellini
- Section of General Surgery, Department of Surgery, University of Cincinnati College of Medicine , Cincinnati, Ohio.,Division of Research, Shriners Hospital for Children , Cincinnati, Ohio
| |
Collapse
|
33
|
Pedersen PB, Hrobjartsson A, Nielsen DL, Henriksen DP, Brabrand M, Lassen AT. Prevalence and prognosis of acutely ill patients with organ failure at arrival to hospital: A systematic review. PLoS One 2018; 13:e0206610. [PMID: 30383864 PMCID: PMC6211733 DOI: 10.1371/journal.pone.0206610] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Accepted: 10/16/2018] [Indexed: 01/31/2023] Open
Abstract
Introduction Patients in an emergency department are diverse. Some are more seriously ill than others and some even arrive in multi-organ failure. Knowledge of the prevalence of organ failure and its prognosis in unselected patients is important from a diagnostic, hospital planning, and from a quality evaluation point of view, but is not reported systematically. Objectives To analyse the prevalence and prognosis of new onset organ failure in unselected acute patients at arrival to hospital. Methods A systematic review of studies of prevalence and prognosis of acutely ill patients with organ failure at arrival to hospital. We searched PubMed, Cochrane Library, Embase and Cinahl, and read references in included studies. Two authors decided independently on study eligibility and extracted data. Results were summarised qualitatively. Results Four studies were included with a total of 678,960 patients. The number of different organ failures reported in the studies ranged from one to six, and the settings were emergency departments and wards. The definitions of organ failure varied between studies. The prevalence of organ failure was 7%, 14%, 14%, and 23%, and in-hospital mortality was 5%, 11% and 15% respectively. The relative risk of in-hospital mortality for patients with organ failure compared to patients without organ failure varied from 2.58 to 8.65. Numbers of organ failures per 1,000 visits varied from 71 to 256. Conclusion The results of this review indicate that clinicians have good reasons to be alert when a patient arrives to the emergency department; as a state of organ failure seems both frequent and highly severe. However, most studies identified were performed in patients after a diagnosis was established, and only very few studies were performed in unselected patients. Systematic review registration number PROSPERO: CRD42017060871.
Collapse
Affiliation(s)
- Peter Bank Pedersen
- Department of Emergency Medicine, Odense University Hospital, Odense, Denmark
- Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
- * E-mail:
| | - Asbjørn Hrobjartsson
- Centre for Evidence-Based Medicine, University of Southern Denmark & Odense University Hospital, Odense, Denmark
| | | | - Daniel Pilsgaard Henriksen
- Department of Emergency Medicine, Odense University Hospital, Odense, Denmark
- Department of Respiratory Medicine, Odense University Hospital, Odense, Denmark
| | - Mikkel Brabrand
- Department of Emergency Medicine, Odense University Hospital, Odense, Denmark
- Department of Emergency Medicine, Hospital of South West Jutland, Esbjerg, Denmark
| | - Annmarie Touborg Lassen
- Department of Emergency Medicine, Odense University Hospital, Odense, Denmark
- Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
| |
Collapse
|
34
|
Raymond NJ, Nguyen M, Allmark S, Woods L, Peckler B. Modified Sequential Organ Failure Assessment sepsis score in an emergency department setting: Retrospective assessment of prognostic value. Emerg Med Australas 2018; 31:339-346. [DOI: 10.1111/1742-6723.13154] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Revised: 06/02/2018] [Accepted: 06/25/2018] [Indexed: 11/30/2022]
Affiliation(s)
- Nigel J Raymond
- Infection ServiceCapital and Coast District Health Board, Wellington Hospital Wellington New Zealand
| | - Mai Nguyen
- Emergency DepartmentCapital and Coast District Health Board, Wellington Hospital Wellington New Zealand
| | - Sandra Allmark
- Quality Improvement and Patient Safety DepartmentCapital and Coast District Health Board, Wellington Hospital Wellington New Zealand
| | - Lisa Woods
- School of Mathematics and StatisticsVictoria University Wellington New Zealand
| | - Brad Peckler
- Emergency DepartmentCapital and Coast District Health Board, Wellington Hospital Wellington New Zealand
| |
Collapse
|
35
|
Hawkins RB, Raymond SL, Stortz JA, Horiguchi H, Brakenridge SC, Gardner A, Efron PA, Bihorac A, Segal M, Moore FA, Moldawer LL. Chronic Critical Illness and the Persistent Inflammation, Immunosuppression, and Catabolism Syndrome. Front Immunol 2018; 9:1511. [PMID: 30013565 PMCID: PMC6036179 DOI: 10.3389/fimmu.2018.01511] [Citation(s) in RCA: 172] [Impact Index Per Article: 24.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Accepted: 06/18/2018] [Indexed: 12/19/2022] Open
Abstract
Dysregulated host immune responses to infection often occur, leading to sepsis, multiple organ failure, and death. Some patients rapidly recover from sepsis, but many develop chronic critical illness (CCI), a debilitating condition that impacts functional outcomes and long-term survival. The “Persistent Inflammation, Immunosuppression, and Catabolism Syndrome” (PICS) has been postulated as the underlying pathophysiology of CCI. We propose that PICS is initiated by an early genomic and cytokine storm in response to microbial invasion during the early phase of sepsis. However, once source control, antimicrobial coverage, and supportive therapies have been initiated, we propose that the persistent inflammation in patients developing CCI is a result of ongoing endogenous alarmin release from damaged organs and loss of muscle mass. This ongoing alarmin and danger-associated molecular pattern signaling causes chronic inflammation and a shift in bone marrow stem cell production toward myeloid cells, contributing to chronic anemia and lymphopenia. We propose that therapeutic interventions must target the chronic organ injury and lean tissue wasting that contribute to the release of endogenous alarmins and the expansion and deposition of myeloid progenitors that are responsible for the propagation and persistence of CCI.
Collapse
Affiliation(s)
- Russell B Hawkins
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States
| | - Steven L Raymond
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States
| | - Julie A Stortz
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States
| | - Hiroyuki Horiguchi
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States
| | - Scott C Brakenridge
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States
| | - Anna Gardner
- Department of Aging and Geriatric Research, Institute on Aging, University of Florida College of Medicine, Gainesville, FL, United States
| | - Philip A Efron
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States
| | - Azra Bihorac
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States.,Division of Nephrology, Department of Medicine, University of Florida College of Medicine, Gainesville, FL, United States
| | - Mark Segal
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States.,Division of Nephrology, Department of Medicine, University of Florida College of Medicine, Gainesville, FL, United States
| | - Frederick A Moore
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States
| | - Lyle L Moldawer
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States
| |
Collapse
|
36
|
Efron PA, Mohr AM, Bihorac A, Horiguchi H, Hollen MK, Segal MS, Baker HV, Leeuwenburgh C, Moldawer LL, Moore FA, Brakenridge SC. Persistent inflammation, immunosuppression, and catabolism and the development of chronic critical illness after surgery. Surgery 2018; 164:178-184. [PMID: 29807651 DOI: 10.1016/j.surg.2018.04.011] [Citation(s) in RCA: 77] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Revised: 03/19/2018] [Accepted: 04/03/2018] [Indexed: 12/12/2022]
Abstract
As early as the 1990s, chronic critical illness, a distinct syndrome of persistent high-acuity illness requiring management in the ICU, was reported under a variety of descriptive terms including the "neuropathy of critical illness," "myopathy of critical illness," "ICU-acquired weakness," and most recently "post-intensive care unit syndrome." The widespread implementation of targeted shock resuscitation, improved organ support modalities, and evidence-based protocolized ICU care has resulted in significantly decreased in-hospital mortality within surgical ICUs, specifically by reducing early multiple organ failure deaths. However, a new phenotype of multiple organ failure has now emerged with persistent but manageable organ dysfunction, high resource utilization, and discharge to prolonged care facilities. This new multiple organ failure phenotype is now clinically associated with the rapidly increasing incidence of chronic critical illness in critically ill surgery patients. Although the underlying pathophysiology driving chronic critical illness remains incompletely described, the persistent inflammation, immunosuppression, and catabolism syndrome has been proposed as a mechanistic framework in which to explain the increased incidence of chronic critical illness in surgical ICUs. The purpose of this review is to provide a historic perspective of the epidemiologic evolution of multiple organ failure into persistent inflammation, immunosuppression, and catabolism syndrome; describe the mechanism that drives and sustains chronic critical illness, and review the long-term outcomes of surgical patients who develop chronic critical illness.
Collapse
Affiliation(s)
- Philip A Efron
- Department of Surgery, University of Florida College of Medicine, Gainesville.
| | - Alicia M Mohr
- Department of Surgery, University of Florida College of Medicine, Gainesville
| | - Azra Bihorac
- Department of Medicine, University of Florida College of Medicine, Gainesville
| | - Hiroyuki Horiguchi
- Department of Surgery, University of Florida College of Medicine, Gainesville
| | - McKenzie K Hollen
- Department of Surgery, University of Florida College of Medicine, Gainesville
| | - Mark S Segal
- Department of Medicine, University of Florida College of Medicine, Gainesville
| | - Henry V Baker
- Department of Molecular Genetics & Microbiology, University of Florida College of Medicine, Gainesville
| | - Christiaan Leeuwenburgh
- Institute on Aging and the Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainseville
| | - Lyle L Moldawer
- Department of Surgery, University of Florida College of Medicine, Gainesville
| | - Frederick A Moore
- Department of Surgery, University of Florida College of Medicine, Gainesville
| | - Scott C Brakenridge
- Department of Surgery, University of Florida College of Medicine, Gainesville
| |
Collapse
|
37
|
Ziesmann MT, Marshall JC. Multiple Organ Dysfunction: The Defining Syndrome of Sepsis. Surg Infect (Larchmt) 2018; 19:184-190. [PMID: 29360419 DOI: 10.1089/sur.2017.298] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Sepsis as a process has been recognized since the time of the Ancient Greeks. The concept has evolved recently to reflect a disease process of a severe, systemic response to infection. Acute, life-threatening but potentially reversible organ dysfunction is its hallmark, and unresolving organ dysfunction is the dominant cause of death in critical illness. Its evolution, persistence, and resolution reflect a complex interplay of factors originating in the initial inciting insult, the innate immune and metabolic response of the host, and the beneficial and harmful consequences of intensive care unit (ICU) supportive care. DISCUSSION We describe the common clinical manifestations of the six prototypic organ system dysfunction syndromes of severe sepsis and review the associated epidemiology and suspected pathophysiology.
Collapse
Affiliation(s)
- Markus T Ziesmann
- Departments of Surgery and Critical Care Medicine, St. Michael's Hospital, University of Toronto , Toronto, Ontario, Canada
| | - John C Marshall
- Departments of Surgery and Critical Care Medicine, St. Michael's Hospital, University of Toronto , Toronto, Ontario, Canada
| |
Collapse
|
38
|
Pedersen PB, Hrobjartsson A, Nielsen DL, Henriksen DP, Brabrand M, Lassen AT. Prevalence and prognosis of acutely ill patients with organ failure at arrival to hospital: protocol for a systematic review. Syst Rev 2017; 6:227. [PMID: 29141664 PMCID: PMC5688673 DOI: 10.1186/s13643-017-0622-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Accepted: 11/07/2017] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Acutely ill patients are a heterogeneous group, and some of these suffer from organ failure. As the prognosis of organ failure improves with early treatment, it is important to identify these patients as early as possible. Most studies on organ failure have been performed in intensive care settings, or on selected groups of patients, where a high prevalence and mortality have been reported. Before patients arrive to the intensive care unit, or the general ward, most of them have passed through the emergency department (ED), where diagnosis and treatment has been initiated. The prevalence and prognosis of acutely ill patients, with organ failure, at arrival have been studied in some selected groups, but methods and results differ. This systematic review aims to identify, summarize, and analyze studies of prevalence and prognosis of new onset organ failure in acutely ill undifferentiated patients, at arrival to hospital. The result of the review will assist physicians working in an ED, when assessing patients' risk of organ failure and their associated prognosis. METHODS The information sources used are electronic databases, PubMed, Cochrane Library, EMBASE, and CINAHL; references in included studies and review articles; and authors' personal files. One author will perform the title and abstract screening and exclude obviously ineligible studies. By an independent full-text screening, two authors will decide on the eligibility for the remaining studies. Eligible studies will include an unselected group of acutely ill adult patients at arrival to hospital, with one or more organ failures (respiratory, renal, cerebral, circulatory, hepatic, or coagulation failure). Included studies will have assessed the prevalence or prognosis, defined as mortality or ICU transfer, of new onset organ failure. From included studies, bibliographical and study description data, patient characteristics, and data related to prevalence of organ failure and prognosis will be extracted. We will assess risk of bias in included studies using the Quality in Prognosis Studies tool for prognostic studies and the Newcastle-Ottawa Scale for observational studies. We expect heterogeneity and to conduct a qualitative synthesis of the results. If, however, heterogeneity is low, we will conduct a random effects meta-analysis stratified by basic study design. DISCUSSION This review will summarize and analyze studies of prevalence and prognosis of acutely ill patients, with organ failure at arrival to hospital, assist ED physicians assessing the risk of organ failure in unselected patients, and guide recommendations for further research. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42017060871.
Collapse
Affiliation(s)
- Peter Bank Pedersen
- Department of Emergency Medicine, Institute of Clinical Research, University of Southern Denmark and Odense University Hospital, DK-5000, Odense C, Denmark.
| | - Asbjorn Hrobjartsson
- Centre for Evidence-Based Medicine, University of Southern Denmark and Odense University Hospital, DK-5000, Odense C, Denmark
| | - Daniel Lykke Nielsen
- Department of Emergency Medicine, Odense University Hospital, DK-5000, Odense C, Denmark
| | - Daniel Pilsgaard Henriksen
- Department of Emergency Medicine and Department of Respiratory Medicine, Odense University Hospital, DK-5000, Odense C, Denmark
| | - Mikkel Brabrand
- Department of Emergency Medicine, Odense University Hospital, DK-5000, Odense C, Denmark.,Hospital of South West Jutland, DK-6700, Esbjerg, Denmark
| | - Annmarie Touborg Lassen
- Department of Emergency Medicine, Institute of Clinical Research, University of Southern Denmark and Odense University Hospital, DK-5000, Odense C, Denmark
| |
Collapse
|
39
|
Guirgis FW, Puskarich MA, Smotherman C, Sterling SA, Gautam S, Moore FA, Jones AE. Development of a Simple Sequential Organ Failure Assessment Score for Risk Assessment of Emergency Department Patients With Sepsis. J Intensive Care Med 2017; 35:270-278. [PMID: 29141524 DOI: 10.1177/0885066617741284] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
OBJECTIVES Sepsis-3 recommends using the quick Sequential Organ Failure Assessment (qSOFA) score followed by SOFA score for sepsis evaluation. The SOFA is complex and unfamiliar to most emergency physicians, while qSOFA is insensitive for sepsis screening and may result in missed cases of sepsis. The objective of this study was to devise an easy-to-use simple SOFA score for use in the emergency department (ED). METHODS Retrospective study of ED patients with sepsis with in-hospital mortality as the primary outcome. A simple SOFA score was derived and validated and compared with SOFA and qSOFA. RESULTS A total of 3297 patients with sepsis were included, and in-hospital mortality was 10.1%. Simple SOFA had a sensitivity and specificity of 88% and 44% in the derivation set and 93% and 44% in the validation set for in-hospital mortality, respectively. The sensitivity and specificity of qSOFA was 38% and 86% and for SOFA was 90% and 50%, respectively. There were 2760 (84%) of 3297 qSOFA-negative (<2) patients. In this group, simple SOFA had a sensitivity and specificity of 86% and 48% in the derivation set and 91% and 48% in the validation set, respectively. Sequential Organ Failure Assessment was 86% sensitive and 57% specific in qSOFA-negative patients. For all encounters, the areas under the receiver-operator characteristic curves (AUROC) were 0.82 for SOFA, 0.78 (derivation) and 0.82 (validation) for simple SOFA, and 0.68 for qSOFA. In qSOFA-negative patients, the AUROCs were 0.80 for SOFA and 0.76 (derivation) and 0.82 (validation) for simple SOFA. CONCLUSIONS Simple SOFA demonstrates similar predictive ability for in-hospital mortality from sepsis compared to SOFA. External validation of these findings is indicated.
Collapse
Affiliation(s)
- Faheem W Guirgis
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville, FL, USA
| | - Michael A Puskarich
- Department of Emergency Medicine, University of Mississippi, Jackson, MS, USA
| | - Carmen Smotherman
- Center for Health Equity and Quality Research, University of Florida College of Medicine, Jacksonville, FL, USA
| | - Sarah A Sterling
- Department of Emergency Medicine, University of Mississippi, Jackson, MS, USA
| | - Shiva Gautam
- Department of Medicine, University of Florida College of Medicine, Jacksonville, FL, USA
| | - Frederick A Moore
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL, USA
| | - Alan E Jones
- Department of Emergency Medicine, University of Mississippi, Jackson, MS, USA
| |
Collapse
|
40
|
Guirgis FW, Dodani S, Moldawer L, Leeuwenburgh C, Bowman J, Kalynych C, Jones AE, Reddy ST, Moore FA. Exploring the Predictive Ability of Dysfunctional High-Density Lipoprotein for Adverse Outcomes in Emergency Department Patients with Sepsis: A Preliminary Investigation. Shock 2017; 48:539-544. [PMID: 28452909 PMCID: PMC5643216 DOI: 10.1097/shk.0000000000000887] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
BACKGROUND High density lipoprotein (HDL) can be readily oxidized in inflammatory conditions and exhibit pro-inflammatory and dysfunctional (Dys-HDL) characteristics. We hypothesize that Dys-HDL may predict adverse outcomes and correlate with inflammatory cytokines in sepsis. METHODS Emergency department (ED) patients with sepsis were enrolled. Blood was drawn at enrollment and after 48 h. Dys-HDL, expressed as HDL inflammatory index (HII), and cytokines were measured. Multivariable logistic regression was used to determine the predictive ability of Dys-HDL for adverse outcomes (death, discharge to hospice, or nursing home). RESULTS Thirty-five patients were included in the study. HII was not significantly different at baseline or 48 h between patients with adverse outcomes versus those without. However, there was a significant difference in change in HII over the first 48 h between those with adverse outcomes (+0.21, 95% CI -0.13 to 0.31) versus those without (-0.11, 95% CI -1 to 0.11) (P = 0.025). Logistic regression revealed increasing HII to be an independent predictor of adverse outcomes (OR 5.2, 95% CI 1.1-25.1 P = 0.040). Of the 24 patents with cytokine measurements at both time points, significant inverse correlations between change in HII and change in GRO (rs = -0.52, P = 0.0088) and monocyte chemotactic protein-1 (rs = -0.61, P = 0.0014) concentrations over 48 h were observed. CONCLUSION Increasing Dys-HDL concentrations in the first 48 h of sepsis are associated with an ongoing inflammatory response and adverse clinical outcomes. Early changes in HII may be a potential biomarker in ED patients admitted with sepsis.
Collapse
Affiliation(s)
- Faheem W Guirgis
- *Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville, Florida †Department of Family and Community Medicine, College of Medicine, Mayo Clinic, Jacksonville, Florida ‡Department of Surgery, University of Florida College of Medicine, Gainesville, Florida §Department of Aging and Geriatrics, University of Florida College of Medicine, Gainesville, Florida ||Department of Emergency Medicine, University of Mississippi College of Medicine, Jackson, Mississippi ¶Department of Medicine, Molecular, and Medical Pharmacology, UCLA School of Medicine, Los Angeles, California
| | | | | | | | | | | | | | | | | |
Collapse
|