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Wagi CR, Kowalkowski MA, Taylor SP, Randazzo A, Ganesan A, Khanal A, Birken SA. Leveraging inter-organizational networks to scale up a sepsis recovery program: results from an application of the Making Optimal Decisions for Intervention Flexibility during Implementation (MODIFI) method. Implement Sci Commun 2025; 6:56. [PMID: 40336122 PMCID: PMC12060418 DOI: 10.1186/s43058-025-00743-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2025] [Accepted: 04/24/2025] [Indexed: 05/09/2025] Open
Abstract
BACKGROUND Nearly two million adults in the United States are hospitalized with sepsis yearly, with survivors facing complications that result in high rates of hospital readmission and mortality after discharge. We demonstrated improved outcomes following discharge among sepsis survivors who participated in the Sepsis Transition And Recovery (STAR) program; however, important differences among hospitals require STAR's adaptation to facilitate its implementation and ensure its effectiveness in new settings. PURPOSE The purpose of this study was to adapt STAR to hospitals with diverse characteristics. METHODS We used the Making Optimal Decisions for Intervention Flexibility during Implementation (MODIFI) approach. We identified STAR core functions (i.e., effectiveness-driving features) using semi-structured key informant interviews (n = 7). We identified adaptations using semi-structured interviews with clinicians and leaders with expertise and oversight of resources related to transitions of care after sepsis hospitalization (n = 7) from four hospitals that systematically differed from the hospitals in which we originally found STAR to be effective. RESULTS Network theory, which proposes that performance improves with more efficient flow of information within and across hospitals, underlays STAR's eleven core functions. Adaptation included specific points-of-contact, communication preferences, and methods for achieving buy-in. We used proposed adaptations to tailor STAR protocols to each hospital. CONCLUSIONS We used MODIFI, a state-of-the-science method, to adapt a program that was effective in promoting transition and recovery in sepsis survivors to facilitate its scale-up to diverse hospitals. Future studies will assess STAR's implementation and effectiveness in diverse hospitals.
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Affiliation(s)
- Cheyenne R Wagi
- Department of Implementation Science, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
| | - Marc A Kowalkowski
- Department of Internal Medicine, Section on Hospital Medicine Wake Forest University School of Medicine Center for Health System Sciences, Winston-Salem, NC, USA
| | - Stephanie P Taylor
- Division of Hospital Medicine University of Michigan, Ann Arbor, MI, USA
| | - Aliza Randazzo
- Department of Implementation Science, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Asha Ganesan
- Center for Health System Sciences Atrium Health, Winston-Salem, NC, USA
| | - Amit Khanal
- Department of Internal Medicine, Section on Hospital Medicine Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Sarah A Birken
- Department of Implementation Science, Wake Forest University School of Medicine, Winston-Salem, NC, USA
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Liu K, Watanabe S, Nakamura K, Nakano H, Motoki M, Kamijo H, Ayaka M, Ishii K, Morita Y, Hongo T, Shimojo N, Tanaka Y, Hanazawa M, Hamagami T, Oike K, Kasugai D, Sakuda Y, Irie Y, Nitta M, Akieda K, Shimakura D, Katsukawa H, Kotani T, McWilliams D, Nydahl P, Schaller SJ, Ogura T, ILOSS Study Group. One-year outcomes in sepsis: a prospective multicenter cohort study in Japan. J Intensive Care 2025; 13:23. [PMID: 40307943 PMCID: PMC12044722 DOI: 10.1186/s40560-025-00792-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2025] [Accepted: 04/17/2025] [Indexed: 05/02/2025] Open
Abstract
BACKGROUND Sepsis is a leading cause of death in intensive care units (ICU). Sepsis survivors are often left with significant morbidity, termed post-intensive care syndrome (PICS), impacting post-sepsis life. The aim was to present detailed data on the prognostic and functional long-term outcomes of ICU patients with sepsis in Japan, which is currently lacking and therefore prevents development of targeted solutions. METHODS A multicenter prospective study, involving 21 ICUs in 20 tertiary hospitals in Japan, included all consecutive adult ICU patients between November 2020 and April 2022, and diagnosed with sepsis at ICU admission (Sepsis 3). Follow-ups were performed at 3, 6, and 12 months after hospital discharge by telephone and mail. Primary outcome was death or incidence of PICS, defined by any of physical dysfunction (Barthel Index ≤ 90), cognitive dysfunction (Short Memory Questionnaire < 40), or mental disorder (any subscales for anxiety or depression of Hospital Anxiety and Depression Scale ≥ 8, or Impact of Event Scale-Revised ≥ 25). Secondary outcomes included Quality of Life (QOL), employment, and use of hospital, emergency, rehabilitation, and psychiatric services. A multivariable analysis investigated independent factors associated with each dysfunction at each follow-up. RESULTS A total of 339 patients were included (median age 74 [67-82] years, 60% male, 77% septic shock, and a median SOFA of 9 [6-12]). Mortality was 23% at hospital discharge, increasing to 37% at 12 months. The rate of death for those who met PICS Criteria at hospital discharge was 89%, with a death or PICS incidence of 73%, 64%, and 65% at 3, 6, and 12 months, respectively. Limited improvements in QOL and return to work (44%), high rates of hospital readmissions (40%), frequent emergency service usage (31%), and low utilization of rehabilitation and psychiatric services (15% and 7%) were identified over the first year. The incidence of any PICS-related dysfunction was consistently an independent factor for the incidence of the same dysfunction at the following follow-ups. CONCLUSIONS This multicenter study identified the distinct realities of post-sepsis life in Japanese ICU patients, highlighting the unique challenges in improving their functions and returning to daily life. Trial Registration University Hospital Medical Information Network UMIN000041433.
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Affiliation(s)
- Keibun Liu
- Non-Profit Organization ICU Collaboration Network (ICON), Tokyo, Japan.
- , 2-15-13 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan.
| | - Shinichi Watanabe
- Department of Physical Therapy, Gifu University of Health Science, Gifu, Japan
- Department of Rehabilitation, National Hospital Organization Nagoya Medical Center, Nagoya, Aichi, Japan
| | - Kensuke Nakamura
- Department of Critical Care Medicine, Yokohama City University Hospital, 3-9, Fukuura, Kanazawa-Ku, Yokohama, Kanagawa, 236-0004, Japan
- Department of Emergency and Critical Care Medicine, Hitachi General Hospital, Hitachi, Ibaraki, Japan
| | - Hidehiko Nakano
- Department of Emergency and Critical Care Medicine, Hitachi General Hospital, Hitachi, Ibaraki, Japan
| | - Maiko Motoki
- Department of Emergency and Critical Care Medicine, Hitachi General Hospital, Hitachi, Ibaraki, Japan
| | - Hiroshi Kamijo
- Department of Emergency and Critical Care Medicine, Shinshu University School of Medicine, Nagano, Japan
| | - Matsuoka Ayaka
- Department of Emergency and Critical Care Medicine Faculty, Saga University Hospital, Saga, Saga, Japan
| | - Kenzo Ishii
- Department of Anesthesiology, Intensive Care Unit, Fukuyama City Hospital, Fukuyama, Hiroshima, Japan
| | - Yasunari Morita
- Department of Emergency and Intensive Care Medicine, National Hospital Organization Nagoya Medical Center, Nagoya, Aichi, Japan
| | - Takashi Hongo
- Department of Emergency, Critical Care, and Disaster Medicine, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, 2-5-1 Shikata-Cho, Okayama Kita-Ku, Okayama, 700-8558, Japan
- Department of Emergency, Okayama Saiseikai General Hospital, 2-25 Kokutaityo, Okayama Kita-Ku, Okayama, 700-8511, Japan
| | - Nobutake Shimojo
- Emergency and Critical Care Medicine, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Yukiko Tanaka
- Department of Emergency, Tsukuba Medical Center Hospital, Tsukuba, Ibaraki, Japan
| | - Manabu Hanazawa
- Department of Rehabilitation, Japan Red Cross Narita Hospital, Narita, Chiba, Japan
| | - Tomohiro Hamagami
- Tajima Emergency & Critical Care Medical Center, Toyooka Public Hospital, Toyooka, Hyogo, Japan
| | - Kenji Oike
- Department of Rehabilitation, Tsuchiura Kyodo General Hospital, Tsuchiura, Ibaraki, Japan
| | - Daisuke Kasugai
- Department of Emergency and Critical Care Medicine, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Yutaka Sakuda
- Department of Intensive Care Medicine, Okinawa Kyodo Hospital, Naha, Okinawa, Japan
| | - Yuhei Irie
- Department of Emergency and Critical Care Medicine, Fukuoka University Hospital, Fukuoka, Fukuoka, Japan
| | - Masakazu Nitta
- Department of Intensive Care Unit, Niigata University Medical and Dental Hospital, Niigata, Niigata, Japan
| | - Kazuki Akieda
- Department of Emergency Medicine, SUBARU Health Insurance Society Ota Memorial Hospital, Ota, Gunma, Japan
| | - Daigo Shimakura
- Graduate School of Data Science, Shiga University, Shiga, Japan
| | | | - Toru Kotani
- Showa Medical University, Shinagawa, Tokyo, Japan
| | - David McWilliams
- Centre for Care Excellence, Coventry University, Coventry, UK
- Critical Care, University Hospitals Coventry & Warwickshire NHS Trust, Coventry, UK
| | - Peter Nydahl
- Nursing Research, University Hospital Schleswig-Holstein, Kiel, Germany
- Institute of Nursing Science and Development, Paracelsus Medical University, Salzburg, Austria
| | - Stefan J Schaller
- Department of Anesthesia, Intensive Care Medicine and Pain Medicine, Clinical Division of General Anesthesia and Intensive Care Medicine, Medical University of Vienna, Wien, Austria
- Department of Anesthesiology and Intensive Care Medicine (CCM/CVK), Charité - Universitätsmedizin, Berlin, Germany
| | - Takayuki Ogura
- Department of Emergency Medicine and Critical Care Medicine, Tochigi Prefectural Emergency and Critical Care Center, Saiseikai Utsunomiya Hospital, Utsunomiya, Tochigi, Japan
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Renard VJ, Farahani P, Boehm LM, LaNoue M, Akingbule O, Xu H, Frazier ALB, Edelman D, Østbye T, Wahid L. Reducing Readmission for Sepsis by Improving Risk Prediction Algorithms. Am J Crit Care 2025; 34:230-235. [PMID: 40307178 DOI: 10.4037/ajcc2025455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2025]
Abstract
Unplanned readmissions after sepsis, rates of which range from 17.5% to 32%, pose substantial challenges for health care systems. Associated costs for sepsis surpass those for other critical conditions. Existing readmission risk models rely primarily on clinical indicators, which limits their predictive accuracy for patients with sepsis. This review explores how integrating social determinants of health into readmission models can enhance model precision and applicability for predicting 30-day readmission among sepsis survivors. Although socioeconomic status, neighborhood deprivation, and access to health care are known to influence postdischarge outcomes, these social determinants of health are underused in current risk algorithms. Evidence shows that incorporating social determinants of health into predictive models significantly improves model performance. Furthermore, failure to account for health disparities driven by social determinants of health in high-risk populations can exacerbate existing inequities in health care outcomes. The integration of social determinants of health into sepsis readmission risk models offers a promising avenue for improving prediction accuracy, reducing readmissions, and optimizing care for vulnerable populations. Future research should focus on refining these models and exploring postdischarge monitoring strategies to further mitigate the burden of sepsis readmissions.
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Affiliation(s)
- Valerie J Renard
- Valerie J. Renard is an acute care nurse practitioner, Department of Hospital Medicine, Duke University Health System, Durham, North Carolina, and a nurse practitioner and research scientist, Inpatient Research, Department of Medicine, Carilion Clinic, Roanoke, Virginia
| | - Parisa Farahani
- Parisa Farahani is a senior research associate, Inpatient Research, Department of Medicine, Carilion Clinic, Roanoke, Virginia, and a research scholar, Division of General Internal Medicine, Duke University, Durham, North Carolina
| | - Leanne M Boehm
- Leanne M. Boehm is an assistant professor, School of Nursing, Vanderbilt University, Nashville, Tennessee
| | - Marianna LaNoue
- Marianna LaNoue is a professor of statistics and measurement, School of Nursing, Vanderbilt University, Nashville, Tennessee
| | - Oluwatosin Akingbule
- Oluwatosin Akingbule is a postdoctoral research fellow, Department of Implementation Science, Wake Forest University School of Medicine, Winston Salem, North Carolina
| | - Hanzhang Xu
- Hanzhang Xu is an associate professor, Department of Family Medicine and Community Health, Duke University, and an associate professor, School of Nursing, Duke University, Durham, North Carolina
| | - Amy L B Frazier
- Amy L. B. Frazier is manager, Scientific Communication, Department of Medicine, Carilion Clinic, Roanoke, Virginia
| | - David Edelman
- David Edelman is a professor, Division of General Medicine, Duke University Medical Center, Durham, North Carolina
| | - Truls Østbye
- Truls Østbye is a professor, Department of Family Medicine and Community Health, Duke University, Durham, North Carolina
| | - Lana Wahid
- Lana Wahid is vice-chair, Department of Medicine, Carilion Clinic, Roanoke, Virginia, and an associate professor, Department of Medicine, Virginia Tech Carilion School of Medicine, Roanoke, Virginia
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Yan Z, Shi X, Ding R, Xia F, Du Y, Wang X, Peng Q. Validation of Senescence of the Role of ATM/P53 Pathway in Myocardial Senescence in Mice with Sepsis. Infect Drug Resist 2025; 18:1961-1974. [PMID: 40271227 PMCID: PMC12017271 DOI: 10.2147/idr.s505836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Accepted: 04/09/2025] [Indexed: 04/25/2025] Open
Abstract
Background Sepsis induces multi-organ damage, including myocardial dysfunction, which is often reversible. However, the role of cell senescence in sepsis-induced myocardial dysfunction (SIMD) remains understudied. This study aimed to investigate gene expression changes related to myocardial aging in sepsis. Methods Transcriptomic datasets (GSE79962 and GSE141864) were analyzed to identify senescence-related genes (SRGs) by intersecting differentially expressed genes (DEGs) with the CellAge database. Functional enrichment and protein-protein interaction (PPI) network analysis were performed to identify key pathways and hub genes. A murine sepsis model was established via intraperitoneal lipopolysaccharide (LPS) injection, and the Ataxia Telangiectasia Mutated Protein (ATM) inhibitor KU60019 was used to assess the effects on cardiac function and cellular aging. Results Bioinformatics analysis revealed 15 aging-related genes, including MYC, TP53, CXCL1, and SERPINE1, which were upregulated in septic myocardial tissue. Functional enrichment analysis highlighted pathways related to DNA damage repair, cell senescence, and immune response. In vivo validation using murine LPS-induced sepsis models confirmed significant myocardial damage, which was alleviated by treatment with KU60019, an inhibitor of the DNA damage response pathway. Conclusion Cellular senescence and immune dysregulation play critical roles in SIMD. Targeting DDR pathways, as demonstrated by KU60019 treatment, provides novel insights into the role of cellular senescence in severe sepsis and its potential therapeutic implications for improving cardiovascular prognosis in septic patients.
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Affiliation(s)
- Zhonghan Yan
- Department of Cardiology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, People’s Republic of China
| | - Xuemei Shi
- Department of Cardiology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, People’s Republic of China
| | - Ruilin Ding
- Institute of Drug Clinical Trial/GCP Center, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, People’s Republic of China
| | - Fenfen Xia
- Department of Cardiology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, People’s Republic of China
| | - Yan Du
- Department of Cardiology, Deyang People’s Hospital, Deyang, Sichuan, People’s Republic of China
| | - Xiaojie Wang
- Department of Endocrinology, Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, People’s Republic of China
| | - Qing Peng
- Department of Cardiology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, People’s Republic of China
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Jurado-Palomo J, Sanz-García A, Martín-Conty JL, Polonio-López B, López-Izquierdo R, Sáez-Belloso S, Del Pozo Vegas C, Martín-Rodríguez F. Prehospital point-of-care medication burden as a predictor of poor related outcomes in unselected acute diseases. Intern Emerg Med 2025; 20:887-897. [PMID: 39090370 DOI: 10.1007/s11739-024-03729-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 07/26/2024] [Indexed: 08/04/2024]
Abstract
How prehospital medication predicts patient outcomes is unclear. The aim of this work was to unveil the association between medication burden administration in prehospital care and short, mid, and long-term mortality (2, 30, and 365 day) in unselected acute diseases and to assess the potential of the number of medications administered for short, mid, and long-term mortality prediction. A prospective, multicenter, ambulance-based, cohort study was carried out in adults with unselected acute diseases managed by emergency medical services (EMS). The study was carried out in Spain with 44 ambulances and four hospitals. The principal outcome was cumulative mortality at 2, 30, and 365 days. Epidemiological variables, vital signs, and prehospital medications were collected. Patients were classified into four categories: no medication dispensed in prehospital care, one to two medications, three to four medications, and five or more medications. A total of 6401 patients were selected. The 2-day mortality associated with each group was 0.5%, 1.8%, 6.5%, and 18.8%. The 30-day mortality associated with each group was 3.8%, 6.2%, 13.5%, and 31.9%. The 365-day mortality associated with each group was 11%, 15.3%, 25.2%, and 45.7%. The predictive validity of the number of drugs administered, measured by the area under the curve, was 0.808, 0.720, and 0.660 for 2-, 30-, and 365-day mortality, respectively. Our results showed that prehospital drugs could provide relevant information regarding the mortality prediction of patients. The incorporation of this score could improve the management of high-risk patients by the EMS.
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Affiliation(s)
- Jesús Jurado-Palomo
- Grupo de Investigación ITAS, Faculty of Health Sciences, Universidad de Castilla la Mancha, Avda. Real Fábrica de Seda, s/n, 45600, Talavera de la Reina, Spain
- Hospital General Nuestra Señora del Prado, Talavera de la Reina, Spain
| | - Ancor Sanz-García
- Grupo de Investigación ITAS, Faculty of Health Sciences, Universidad de Castilla la Mancha, Avda. Real Fábrica de Seda, s/n, 45600, Talavera de la Reina, Spain.
| | - José Luis Martín-Conty
- Grupo de Investigación ITAS, Faculty of Health Sciences, Universidad de Castilla la Mancha, Avda. Real Fábrica de Seda, s/n, 45600, Talavera de la Reina, Spain
| | - Begoña Polonio-López
- Grupo de Investigación ITAS, Faculty of Health Sciences, Universidad de Castilla la Mancha, Avda. Real Fábrica de Seda, s/n, 45600, Talavera de la Reina, Spain
| | - Raúl López-Izquierdo
- Emergency Department, Hospital Universitario Rio Hortega, Valladolid, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Faculty of Medicine, University of Valladolid, Valladolid, Spain
| | - Silvia Sáez-Belloso
- Prehospital Emergency Medical Services (SACYL), Valladolid, Spain
- Faculty of Nursing, Universidad de Valladolid, Valladolid, Spain
| | - Carlos Del Pozo Vegas
- Faculty of Medicine, University of Valladolid, Valladolid, Spain
- Emergency Department, Hospital Clínico Universitario, Valladolid, Spain
| | - Francisco Martín-Rodríguez
- Faculty of Medicine, University of Valladolid, Valladolid, Spain
- Prehospital Emergency Medical Services (SACYL), Valladolid, Spain
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6
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Liebzeit D, Kumar A, Hein M, Perkhounkova Y, Krupp A. Sepsis Survivors' Functional Recovery and Symptom Experience Following Intensive Care Unit Hospitalization. Prof Case Manag 2025:01269241-990000000-00033. [PMID: 40172314 DOI: 10.1097/ncm.0000000000000805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2025]
Abstract
PURPOSE OF STUDY The purpose is to describe sepsis survivors' functional recovery and symptom experience following Intensive Care Unit (ICU) hospitalization. PRIMARY PRACTICE SETTINGS Academic Medical Center, Community Living. METHODOLOGY AND SAMPLE This longitudinal observational study recruited participants during hospitalization at two adult ICUs in a single Midwestern academic medical center. Participants completed surveys to assess function and symptom experience at baseline (discharge), 1-month, 3-months, and 6-months post-discharge. RESULTS Participants were non-Hispanic Whites with mean age 55.4 years (SD = 17.0). The majority were discharged to home (78.6%), with 3 (21.4%) discharged to a skilled nursing facility or acute rehabilitation unit. Participants had notable improvements in mobility, self-rated health, and fatigue from discharge to 6-months post-discharge. Increases in mobility from discharge to 1 month, 3 months, and 6 months were statistically significant (α < .05). Decreases in fatigue from discharge to 1 month and 6 months were statistically significant (α < .05). Cognitive and social engagement and other symptom experience measures did not differ significantly during the study period. IMPLICATIONS FOR CASE MANAGEMENT PRACTICE Findings reveal trends in mobility recovery and symptom experience post-hospitalization, which are important considerations post-ICU sepsis hospitalization. This study reinforces the need to promote early mobilization of patients during hospitalization and work with patients to develop strategies for mobility recovery post-hospitalization, as part of a comprehensive plan which integrates a client's medical, behavioral, social, psychological, functional, and other needs. The authors encourage assessment of common symptoms, including pain, fatigue, anxiety, and sleep disturbance, experienced by sepsis survivors during and post-hospitalization. As a result, case managers will be better positioned to implement evidence-based interventions to promote recovery and reduce symptom burden and improve outcomes. Evidence-based interventions should include those that are centered on client's functional and symptom-related needs, preferences, safe mobility, and facilitate awareness of and connections with community supports and resources.
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Affiliation(s)
- Daniel Liebzeit
- Daniel Liebzeit, is a PhD-prepared nurse and Assistant Professor at the University of Iowa College of Nursing. He has expertise in promoting function and health during older adult care transitions, as well as caregiving
- Amiritha Kumar, is an undergraduate student studying medical anthropology at the University of Iowa College of Liberal Arts and Sciences. She works as a research assistant at the University of Iowa College of Nursing
- Maria Hein, is a research associate and data manager at the University of Iowa College of Nursing
- Yelena Perkhounkova, is a PhD-prepared statistician at the University of Iowa College of Nursing
- Anna Krupp, is a PhD-prepared nurse and Assistant Professor at the University of Iowa College of Nursing. Her research focuses on ICU-based strategies to improve the care delivery and outcomes of critically ill patients
| | - Amiritha Kumar
- Daniel Liebzeit, is a PhD-prepared nurse and Assistant Professor at the University of Iowa College of Nursing. He has expertise in promoting function and health during older adult care transitions, as well as caregiving
- Amiritha Kumar, is an undergraduate student studying medical anthropology at the University of Iowa College of Liberal Arts and Sciences. She works as a research assistant at the University of Iowa College of Nursing
- Maria Hein, is a research associate and data manager at the University of Iowa College of Nursing
- Yelena Perkhounkova, is a PhD-prepared statistician at the University of Iowa College of Nursing
- Anna Krupp, is a PhD-prepared nurse and Assistant Professor at the University of Iowa College of Nursing. Her research focuses on ICU-based strategies to improve the care delivery and outcomes of critically ill patients
| | - Maria Hein
- Daniel Liebzeit, is a PhD-prepared nurse and Assistant Professor at the University of Iowa College of Nursing. He has expertise in promoting function and health during older adult care transitions, as well as caregiving
- Amiritha Kumar, is an undergraduate student studying medical anthropology at the University of Iowa College of Liberal Arts and Sciences. She works as a research assistant at the University of Iowa College of Nursing
- Maria Hein, is a research associate and data manager at the University of Iowa College of Nursing
- Yelena Perkhounkova, is a PhD-prepared statistician at the University of Iowa College of Nursing
- Anna Krupp, is a PhD-prepared nurse and Assistant Professor at the University of Iowa College of Nursing. Her research focuses on ICU-based strategies to improve the care delivery and outcomes of critically ill patients
| | - Yelena Perkhounkova
- Daniel Liebzeit, is a PhD-prepared nurse and Assistant Professor at the University of Iowa College of Nursing. He has expertise in promoting function and health during older adult care transitions, as well as caregiving
- Amiritha Kumar, is an undergraduate student studying medical anthropology at the University of Iowa College of Liberal Arts and Sciences. She works as a research assistant at the University of Iowa College of Nursing
- Maria Hein, is a research associate and data manager at the University of Iowa College of Nursing
- Yelena Perkhounkova, is a PhD-prepared statistician at the University of Iowa College of Nursing
- Anna Krupp, is a PhD-prepared nurse and Assistant Professor at the University of Iowa College of Nursing. Her research focuses on ICU-based strategies to improve the care delivery and outcomes of critically ill patients
| | - Anna Krupp
- Daniel Liebzeit, is a PhD-prepared nurse and Assistant Professor at the University of Iowa College of Nursing. He has expertise in promoting function and health during older adult care transitions, as well as caregiving
- Amiritha Kumar, is an undergraduate student studying medical anthropology at the University of Iowa College of Liberal Arts and Sciences. She works as a research assistant at the University of Iowa College of Nursing
- Maria Hein, is a research associate and data manager at the University of Iowa College of Nursing
- Yelena Perkhounkova, is a PhD-prepared statistician at the University of Iowa College of Nursing
- Anna Krupp, is a PhD-prepared nurse and Assistant Professor at the University of Iowa College of Nursing. Her research focuses on ICU-based strategies to improve the care delivery and outcomes of critically ill patients
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7
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Lazzarino R, Borek AJ, Brent AJ, Welch J, Honeyford K, Daniels R, Kinderlerer A, Cooke G, Patil S, Gordon A, Goodman P, Glampson B, Ghazal P, Costelloe C, Tonkin-Crine S. The sepsis journey and where digital alerts can help: a qualitative, interview study with survivors and family members in England. Front Public Health 2025; 13:1521761. [PMID: 40231176 PMCID: PMC11995637 DOI: 10.3389/fpubh.2025.1521761] [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: 11/02/2024] [Accepted: 03/10/2025] [Indexed: 04/16/2025] Open
Abstract
Introduction The fight against sepsis is an ongoing healthcare challenge, where digital tools are increasingly used with some promising results. The experience of survivors and their family members can help optimize digital alerts for sepsis/deterioration. This study pairs the experiences of survivors of their sepsis journey and family members with their knowledge and views on the role of digital alerts. Methods A qualitative study with online, semi-structured interviews and focus groups with sepsis survivors and family members in England. Data were analyzed inductively using thematic analysis. Results We included 11 survivors, and 5 family members recruited via sepsis charities and other social media, for a total of 15 sepsis cases. Identified categories correspond to the three stages of the sepsis journey: 1. Pre-hospital, onset symptoms and help-seeking; 2. Hospital admission and stay; 3. Post-sepsis syndrome. The role of digital alerts at each stage of the sepsis journey is discussed. Participants' experiences were varied, previous sepsis awareness scant, and knowledge of digital alerts minimal. However, participants were confident in the potential of alerts contributing along the sepsis journey. They perceived digital alerts as important in healthcare professionals' decision-making to expedite identification and treatment of sepsis and suggested their expansion across healthcare services. Participants expressed that awareness should be increased among the general public about digital alerts for sepsis/deterioration. Discussion In light of sepsis' insidious and variable manifestation, the involvement of patients and family members in the development of digital alerts is crucial to optimize their design and deployment towards improving outcomes. Digital alerts should enhance the connection across healthcare services as well as the care quality. They should also enhance the communication between patients and healthcare professionals. Clinical trial registration The ClinicalTrials.gov registration identifier for this study is NCT05741801; the protocol ID is 16347.
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Affiliation(s)
- Runa Lazzarino
- Nuffield Department of Primary Care Health Sciences, Medical Sciences Division, University of Oxford, Oxford, United Kingdom
| | - Aleksandra J. Borek
- Nuffield Department of Primary Care Health Sciences, Medical Sciences Division, University of Oxford, Oxford, United Kingdom
- National Institute for Health and Care Research (NIHR) Health Protection Research Unit in Healthcare Associated Infections and Antimicrobial Resistance, University of Oxford, Oxford, United Kingdom
| | - Andrew J. Brent
- Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
| | - John Welch
- University College London Hospitals NHS Foundation Trust, London, United Kingdom
- NIHR Central London Patient Safety Research Collaboration, London, United Kingdom
| | - Kate Honeyford
- Team Health Informatics, Institute of Cancer Research, London, United Kingdom
- Global Business School for Health, University College London, London, United Kingdom
| | - Ron Daniels
- UK Sepsis Trust and Global Sepsis Alliance, Birmingham, United Kingdom
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | | | - Graham Cooke
- Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Shashank Patil
- Chelsea and Westminster Hospital, London, United Kingdom
| | - Anthony Gordon
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | | | - Ben Glampson
- Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Peter Ghazal
- School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - Ceire Costelloe
- Team Health Informatics, Institute of Cancer Research, London, United Kingdom
- School of Public Health, Imperial College London, London, United Kingdom
| | - Sarah Tonkin-Crine
- Nuffield Department of Primary Care Health Sciences, Medical Sciences Division, University of Oxford, Oxford, United Kingdom
- National Institute for Health and Care Research (NIHR) Health Protection Research Unit in Healthcare Associated Infections and Antimicrobial Resistance, University of Oxford, Oxford, United Kingdom
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8
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Mearelli F, Nunnari A, Rombini A, Chitti F, Spagnol F, Casarsa C, Bolzan G, Martini I, Marinelli A, Rizzo S, Teso C, Macor A, Fiotti N, Barbati G, Tascini C, Costantino V, Di Bella S, Di Girolamo FG, Bove T, Orso D, Berlot G, Klompas M, Biolo G. Inhibitory Immune Checkpoints Predict 7-Day, In-Hospital, and 1-Year Mortality of Internal Medicine Patients Admitted With Bacterial Sepsis. J Infect Dis 2025; 231:706-715. [PMID: 39041838 DOI: 10.1093/infdis/jiae370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 07/15/2024] [Accepted: 07/19/2024] [Indexed: 07/24/2024] Open
Abstract
BACKGROUND Sepsis is a life-threatening syndrome with complex pathophysiology and great clinical heterogeneity, which complicates the delivery of personalized therapies. Our goal was to demonstrate that some biomarkers identified as regulatory immune checkpoints in preclinical studies could guide the stratification of patients with sepsis into subgroups with shared characteristics of immune response or survival outcomes. METHODS We assayed the soluble counterparts of 12 biomarkers of immune response in 113 internal medicine patients with bacterial sepsis. RESULTS IL-1 receptor-associated kinase M (IRAK-M) exhibited the highest hazard ratios (HRs) for increased 7-day (1.94; 95% confidence interval [CI], 1.17-3.20) and 30-day mortality (1.61; 95% CI, 1.14-2.28). HRs of IRAK-M and galectin-1 for predicting 1-year mortality were 1.52 (95% CI, 1.20-1.92) and 1.64 (95% CI, 1.13-2.36), respectively. Patients with elevated serum levels of IRAK-M and galectin-1 had clinical traits of immune suppression and low survival rates. CONCLUSIONS Two inhibitory immune checkpoint biomarkers (IRAK-M and galectin-1) helped identify 3 distinct sepsis phenotypes with distinct prognoses. These biomarkers shed light on the interplay between immune dysfunction and prognosis in patients with bacterial sepsis and may prove to be useful prognostic markers, therapeutic targets, and biochemical markers for targeted enrollment in therapeutic trials.
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Affiliation(s)
- Filippo Mearelli
- Clinica Medica, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
| | - Alessio Nunnari
- Clinica Medica, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
| | - Annalisa Rombini
- Clinica Medica, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
| | - Federica Chitti
- Clinica Medica, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
| | - Francesca Spagnol
- Clinica Medica, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
| | - Chiara Casarsa
- Clinica Medica, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
| | - Giulia Bolzan
- Clinica Medica, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
| | - Ilaria Martini
- Clinica Medica, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
| | - Anna Marinelli
- Clinica Medica, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
| | - Stefania Rizzo
- Clinica Medica, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
| | - Cristiana Teso
- Clinica Medica, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
| | - Alessandra Macor
- Clinica Medica, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
| | - Nicola Fiotti
- Clinica Medica, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
| | - Giulia Barbati
- Unità di Biostatistica, Dipartimento di Scienze Mediche, Università di Trieste, Trieste, Italy
| | - Carlo Tascini
- Clinica Malattie Infettive, Dipartimento di Area Medica, Università di Udine, Udine, Italy
| | - Venera Costantino
- Microbiologia e Virologia, Dipartimento e Attivitá Integrata di Medicina dei Servizi, Trieste, Italy
| | - Stefano Di Bella
- Clinica Malattie Infettive, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
| | - Filippo Giorgio Di Girolamo
- Clinica Medica, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
| | - Tiziana Bove
- Clinica di Anestesia e Rianimazione Udine, Dipartimento di Anestesia e Terapia Intensiva, Università di Udine, Udine, Italy
| | - Daniele Orso
- Clinica di Anestesia e Rianimazione Udine, Dipartimento di Anestesia e Terapia Intensiva, Università di Udine, Udine, Italy
| | - Giorgio Berlot
- Anestesia Rianimazione e Terapia Antalgica, Dipartimento Emergenza Urgenza Accettazione, Università di Trieste, Trieste, Italy
| | - Michael Klompas
- Department of Population Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Gianni Biolo
- Clinica Medica, Dipartimento Scienze Mediche, Chirurgiche e della Salute, Università di Trieste, Trieste, Italy
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9
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Powers JH, O'Connell RJ. Innovation in the Design of Clinical Trials for Infectious Diseases: Focusing on Patients Over Pathogens. Pharmaceut Med 2025; 39:73-86. [PMID: 40075016 PMCID: PMC11976791 DOI: 10.1007/s40290-025-00552-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/10/2025] [Indexed: 03/14/2025]
Abstract
Much infectious disease research focuses on the interaction of microorganisms and drugs in the laboratory, assuming biological activity of inhibiting organism growth in vitro directly translates to improving patient outcomes in the clinic. Yet in vitro testing does not consider the important role of the human immune system in causing and response to disease. Research shows that patient outcomes are still suboptimal even with disease due to organisms that maintain in vitro susceptibility to currently available drugs. Resources and discussions have focused on "antimicrobial resistance" yet the majority of deaths are with susceptible organisms. Studies of new interventions do not address the questions that patients and clinicians in practice ask in order to improve patient outcomes regardless of causative pathogen in patients who would receive the drugs in the real-world setting. Research in infectious diseases should shift to refocus on improving patient outcomes. This would result in changes in the research questions evaluated, the types of patients enrolled, the comparisons made, the interventions studied, the outcomes evaluated, and the types of statistical evaluations used. In turn this would provide patients and clinicians with better evidence for patient care and justify payment for new interventions.
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Affiliation(s)
- John H Powers
- Clinical Research Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.
- George Washington University School of Medicine, Washington, DC, USA.
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10
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Basu S, Wei ZJ, Laor A, Bennetts L, Ahmad N, El Khoury AC, Geurtsen J, Neary MP. Health-Related Quality of Life Among Patients Who Have Survived an Episode of Sepsis in the United States: A Systematic Review. Infect Dis Ther 2025; 14:385-400. [PMID: 39862376 PMCID: PMC11829873 DOI: 10.1007/s40121-024-01106-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Accepted: 12/23/2024] [Indexed: 01/27/2025] Open
Abstract
INTRODUCTION Sepsis is a serious condition that may lead to death or profoundly affect the well-being of those who survive. The aim of this systematic review was to identify and summarize evidence on the impact of all-cause sepsis on health-related quality of life (HRQoL), physical, cognitive, and psychological outcomes among sepsis survivors in the USA. METHODS Studies assessing HRQoL, physical, cognitive, and psychological outcomes in patients who survived an episode of sepsis and published from January 1, 2010, to September 30, 2023, were systematically identified through EMBASE, MEDLINE, and MEDLINE In-Process databases, as well as through gray literature. RESULTS Of 2885 records identified, 7 studies (7 publications; N = 180,592 participants) met the eligibility criteria for inclusion in this review. Studies examined the effects of sepsis on the following outcomes of interest: HRQoL (4 studies), physical functioning (5 studies), cognitive status (3 studies), and psychological well-being (3 studies). After 12 months, sepsis survivors who developed chronic critical illness (N = 63) had significantly poorer HRQoL as measured by EuroQoL 5-dimensional (EQ-5D) questionnaire mean utility index score and Short Form 36-item (SF-36) physical and mental summary scores compared with patients who rapidly recovered (N = 110). Among patients admitted to a skilled nursing facility post-sepsis (N = 66,540), 34% and 72.5% had severe or very severe cognitive impairment and dependence to perform activities of daily living, respectively. Significant increase in moderate-to-severe cognitive impairment among severe sepsis survivors (N = 623) before and after sepsis was reported (median 0.9 [IQR: 0.4, 1.4] years; 6.1% and 16.7%, respectively [P < 0.001]). Substantial depression and anxiety symptoms were frequently observed post-sepsis, but with limited evidence for increased burden as assessed by specific psychological measures. CONCLUSION These findings underscore the profound negative impacts of sepsis on patients' HRQoL, ability to perform activities of daily living, and cognitive abilities.
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Affiliation(s)
- Sanjukta Basu
- Amaris Consulting, 250 Yonge St., Toronto, ON, Canada.
| | | | | | | | - Nina Ahmad
- Janssen Global Services, LLC, Raritan, NJ, USA
| | | | - Jeroen Geurtsen
- Janssen Vaccines and Prevention BV, Leiden, South Holland, The Netherlands
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11
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Draeger L, Fleischmann-Struzek C, Bleidorn J, Kannengiesser L, Schmidt K, Apfelbacher C, Matthaeus-Kraemer C. Healthcare Professionals' Perspectives on Sepsis Care Pathways-Qualitative Pilot Expert Interviews. J Clin Med 2025; 14:619. [PMID: 39860625 PMCID: PMC11766067 DOI: 10.3390/jcm14020619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Revised: 01/11/2025] [Accepted: 01/16/2025] [Indexed: 01/27/2025] Open
Abstract
Background/Objectives: Despite recent decades' rapid advances in the management of patients with sepsis and septic shock, global sepsis mortality and post-acute sepsis morbidity rates remain high. Our aim was, therefore, to provide a first overview of sepsis care pathways as well as barriers and supportive conditions for optimal pre-clinical, clinical, and post-acute sepsis care in Germany. Methods: Between May and September 2023, we conducted semi-structured, video-based, one-to-one pilot expert interviews with healthcare professionals representing pre-hospital, clinical, and post-acute care settings. The interviews were audio-recorded, transcribed verbatim, and analyzed according to the principles of Mayring's content analysis. Results: The eight interviewed professionals identified perceived critical success factors along the entire care pathway with regard to early detection (e.g., disease awareness), early acute treatment (e.g., unknown origin of infection), rehabilitation/aftercare (e.g., availability of primary care actors), and patient transitions within and between sectors (e.g., advance notice of patient arrival). These critical factors comprised: (1) the characteristics of the staff providing care (e.g., available experience), (2) the aids/utilities used (e.g., SOPs), (3) the presentation of the disease (e.g., clear symptoms), (4) the workplace (e.g., high workload), and (5) the cooperation between the staff caring for the patient (e.g., announced and standardized handovers). Conclusions: Apart from the specific recommendations that can be derived from the individual factors presented, it can be summarized that all levels of care seem only to be purposeful if providers collaborate and communicate efficiently (i.e., correct triage, multiple-eye principle, transfer management, provision of content-rich medical/discharge letters).
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Affiliation(s)
- Lea Draeger
- Institute of General Practice and Family Medicine, Jena University Hospital, Friedrich-Schiller-University Jena, 07743 Jena, Germany
| | - Carolin Fleischmann-Struzek
- Institute of Infectious Diseases and Infection Control, Jena University Hospital, Friedrich-Schiller-University Jena, 07747 Jena, Germany
- Center for Sepsis Control and Care, Jena University Hospital, Friedrich-Schiller-University Jena, 07747 Jena, Germany
| | - Jutta Bleidorn
- Institute of General Practice and Family Medicine, Jena University Hospital, Friedrich-Schiller-University Jena, 07743 Jena, Germany
| | - Lena Kannengiesser
- Institute of Social Medicine and Health Systems Research, Faculty of Medicine, Otto-von-Guericke-University Magdeburg, 39120 Magdeburg, Germany
| | - Konrad Schmidt
- Institute of General Practice and Family Medicine, Jena University Hospital, Friedrich-Schiller-University Jena, 07743 Jena, Germany
- Institute of General Practice and Family Medicine, Campus Charité Mitte, Charité University Medicine, 10117 Berlin, Germany
- Institute of General Practice, Brandenburg Medical School, 14770 Brandenburg, Germany
| | - Christian Apfelbacher
- Institute of Social Medicine and Health Systems Research, Faculty of Medicine, Otto-von-Guericke-University Magdeburg, 39120 Magdeburg, Germany
| | - Claudia Matthaeus-Kraemer
- Institute of Infectious Diseases and Infection Control, Jena University Hospital, Friedrich-Schiller-University Jena, 07747 Jena, Germany
- Center for Sepsis Control and Care, Jena University Hospital, Friedrich-Schiller-University Jena, 07747 Jena, Germany
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12
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Shahid A, Chambers S, Scott-Thomas A, Bhatia M. Gut Microbiota and Liver Dysfunction in Sepsis: The Role of Inflammatory Mediators and Therapeutic Approaches. Int J Mol Sci 2024; 25:13415. [PMID: 39769181 PMCID: PMC11678143 DOI: 10.3390/ijms252413415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Revised: 12/12/2024] [Accepted: 12/12/2024] [Indexed: 01/11/2025] Open
Abstract
Sepsis is a life-threatening complication caused by an uncontrolled immune response to infection that can lead to multi-organ dysfunction, including liver injury. Recent research has shown the critical role of gut microbiota in sepsis pathogenesis, with the gut-liver axis playing a crucial role in disease progression. Mechanisms such as the disruption of the gut barrier and liver injury pathways mediated by cytokines, chemokines, adhesion molecules, hydrogen sulfide (H2S). and substance P (SP) have been the focus of recent studies. Some potential biomarkers and gut microbiota-targeted therapies have shown promise as emerging tools for predicting and managing sepsis. This review describes the role of the gut-liver axis in sepsis and the potential of microbiota-targeted therapies and biomarker-driven interventions to improve sepsis outcomes.
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Affiliation(s)
| | | | | | - Madhav Bhatia
- Department of Pathology and Biomedical Science, University of Otago, Christchurch 8140, New Zealand; (A.S.); (S.C.); (A.S.-T.)
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13
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Macom RV, Lewellyn KZ, Strutz AG, Brown CM. recAP administration ameliorates sepsis outcomes through modulation of gut and liver inflammation. Biochem Biophys Res Commun 2024; 735:150445. [PMID: 39094234 PMCID: PMC11532009 DOI: 10.1016/j.bbrc.2024.150445] [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: 05/24/2024] [Revised: 07/18/2024] [Accepted: 07/23/2024] [Indexed: 08/04/2024]
Abstract
Sepsis, broadly described as a systemic infection, is one of the leading causes of death and long-term disability worldwide. There are limited therapeutic options available that either improve survival and/or improve the quality of life in survivors. Ilofotase alfa, also known as recombinant alkaline phosphatase (recAP), has been associated with reduced mortality in a subset of patients with sepsis-associated acute kidney injury. However, whether recAP exhibits any therapeutic benefits in other organ systems beyond the kidney is less clear. The objective of this study was to evaluate the effects of recAP on survival, behavior, and intestinal inflammation in a mouse model of sepsis, cecal ligation and puncture (CLP). Following CLP, either recAP or saline vehicle was administered via daily intraperitoneal injections to determine its treatment efficacy from early through late sepsis. We found that administration of recAP suppressed indices of inflammation in the gut and liver but did not improve survival or behavioral outcomes. These results demonstrate that recAP's therapeutic efficacy in the gut and liver may provide a valuable treatment to improve long-term outcomes in sepsis survivors.
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Affiliation(s)
- Rhiannon V Macom
- Department of Neuroscience, Box 9303, West Virginia University, School of Medicine, Morgantown, WV, 26506-9303, USA; Department of Microbiology, Immunology, and Cell Biology, Box 9177, West Virginia University, School of Medicine, Morgantown, WV, 26506-9177, USA
| | - Kennedi Z Lewellyn
- Department of Neuroscience, Box 9303, West Virginia University, School of Medicine, Morgantown, WV, 26506-9303, USA; Department of Microbiology, Immunology, and Cell Biology, Box 9177, West Virginia University, School of Medicine, Morgantown, WV, 26506-9177, USA
| | - Andrew G Strutz
- Department of Neuroscience, Box 9303, West Virginia University, School of Medicine, Morgantown, WV, 26506-9303, USA; Department of Microbiology, Immunology, and Cell Biology, Box 9177, West Virginia University, School of Medicine, Morgantown, WV, 26506-9177, USA
| | - Candice M Brown
- Department of Neuroscience, Box 9303, West Virginia University, School of Medicine, Morgantown, WV, 26506-9303, USA; Department of Microbiology, Immunology, and Cell Biology, Box 9177, West Virginia University, School of Medicine, Morgantown, WV, 26506-9177, USA.
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14
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Todi S, Mehta Y, Zirpe K, Dixit S, Kulkarni AP, Gurav S, Chandankhede SR, Govil D, Saha A, Saha AK, Arunachala S, Borawake K, Bhosale S, Ray S, Gupta R, Kuragayala SD, Samavedam S, Shah M, Hegde A, Gopal P, Ansari AS, Sarkar AK, Pandit R. A multicentre prospective registry of one thousand sepsis patients admitted in Indian ICUs: (SEPSIS INDIA) study. Crit Care 2024; 28:375. [PMID: 39563464 PMCID: PMC11577944 DOI: 10.1186/s13054-024-05176-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Accepted: 11/15/2024] [Indexed: 11/21/2024] Open
Abstract
BACKGROUND Sepsis is a global health problem with high morbidity and mortality. Low- and middle-income countries have a higher incidence and poorer outcome with sepsis. Large epidemiological studies in sepsis using Sepsis-3 criteria, addressing the process of care and deriving predictors of mortality are scarce in India. METHOD A multicentre, prospective sepsis registry was conducted using Sepsis 3 criteria of suspected or confirmed infection and SOFA score of 2 or more in 19 ICUs in India over a period of one year (August 2022-July 2023). All adult patients admitted to the Intensive Care Unit who fulfilled the Sepsis 3 criteria for sepsis and septic shock were included. Patient infected with Covid 19 were excluded. Patients demographics, severity, admission details, initial resuscitation, laboratory and microbiological data and clinical outcome were recorded. Performance improvement programs as recommended by the Surviving Sepsis guideline were noted from the participating centers. Patients were followed till discharge or death while in hospital. RESULTS Registry Data of 1172 patients with sepsis (including 500 patients with septic shock) were analysed. The average age of the study cohort was 65 years, and 61% were male. The average APACHE II and SOFA score was 21 and 6.7 respectively. The majority of patients had community-acquired infections, and lung infections were the most common source. Of all culture positive results, 65% were gram negative organism. Carbapenem-resistance was identified in 50% of the gram negative blood culture isolates. The predominant gram negative organisms were Klebsiella spp (25%), Escherechia coli (24%) and Acinetobacter Spp (11%). Tropical infections (Dengue, Malaria, Typhus) constituted minority (n = 32, 2.2%) of sepsis patients. The observed hospital mortality for the entire cohort (n = 1172) was 36.3%, for those without shock (n = 672) it was 25.6% and for those with shock (n = 500) it was 50.8%. The average length of ICU and hospital stay for the study cohort was 8.64 and 11.9 respectively. In multivariate analysis adequate source control, correct choice of empiric antibiotic and the use of intravenous thiamine were protective. CONCLUSION The general demographics of the sepsis population in the Indian Sepsis Registry is comparable to Western population. The mortality of sepsis cohort was higher (36.3%) but septic shock mortality (50.8%) was comparable to Western reports. Gram negative infection was the predominant cause of sepsis with a high incidence of carbapenem resistance. Eschericia coli, Klebsiella Spp and Acinetobacter Spp were the predominant causative organism. Tropical infection constituted a minority of sepsis population with low hospital mortality. The SOFA score on admission was a comparatively better predictor of poor outcome. Sepsis secondary to nosocomial infections had the worst outcomes, while source control, correct empirical antibiotic selection, and intravenous thiamine were protective. CTRI Registration CTRI:2022/07/044516.
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Affiliation(s)
- Subhash Todi
- Department of Critical Care Medicine, Manipal Hospital Dhakuria, P-4 & 5, CIT Scheme, LXXII, Block-A, Gariahat Road, Kolkata, 700029, India.
| | - Yatin Mehta
- Medanta Institute of Critical Care and Anesthesiology, Medanta-The Medicity, Gurugram, Haryana, India
| | - Kapil Zirpe
- Neuro Trauma Intensive Care Unit, Grant Medical Foundation, Ruby Hall Clinic, Pune, India
| | | | - Atul P Kulkarni
- Division of Critical Care Medicine, Tata Memorial Hospital, Mumbai, India
- Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Sushma Gurav
- Neuro Trauma Intensive Care Unit, Grant Medical Foundation, Ruby Hall Clinic, Pune, India
| | | | - Deepak Govil
- Medanta Institute of Critical Care and Anesthesiology, Medanta-The Medicity, Gurugram, Haryana, India
| | - Amitabha Saha
- Shantiniketan Medical College, Bolpur, West Bengal, India
| | | | - Sumalatha Arunachala
- Adichunchanagiri Institute of Medical Sciences, Bellur, India
- JSS Medical College, Mysuru, Karnataka, India
| | | | - Shilpushp Bhosale
- Division of Critical Care Medicine, Tata Memorial Hospital, Mumbai, India
- Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Sumit Ray
- Holy Family Hospital, New Delhi, India
| | | | | | | | - Mehul Shah
- Sir H N Reliance Foundation and Research Centre, Mumbai, India
| | - Ashit Hegde
- P D Hinduja National Hospital, Mumbai, India
| | | | | | | | - Rahul Pandit
- Sir H N Reliance Foundation and Research Centre, Mumbai, India
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15
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Barrett KA, Sheikh F, Chechulina V, Chung H, Dodek P, Rosella L, Thavorn K, Scales DC. High-cost users after sepsis: a population-based observational cohort study. Crit Care 2024; 28:338. [PMID: 39434142 PMCID: PMC11492703 DOI: 10.1186/s13054-024-05108-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 09/22/2024] [Indexed: 10/23/2024] Open
Abstract
BACKGROUND High-cost users (HCU) represent important targets for health policy interventions. Sepsis is a life-threatening syndrome that is associated with high morbidity, mortality, and economic costs to the healthcare system. We sought to estimate the effect of sepsis on being a subsequent HCU. METHODS Using linked health-administrative databases, we conducted a population-based, propensity score-weighted cohort study of adults who survived a hospitalization in Ontario, Canada between January 2016 and December 2017. Sepsis was identified using a validated algorithm. The primary outcome was being a persistent HCU after hospital discharge (in the top 5% or 1% of total health care spending for 90 consecutive days), and the proportion of follow-up time since discharge as a HCU. RESULTS We identified 927,057 hospitalized individuals, of whom 79,065 had sepsis. Individuals who had sepsis were more likely to be a top 5% HCU for 90 consecutive days at any time after discharge compared to those without sepsis (OR 2.24; 95% confidence interval [CI] 2.04-2.46) and spent on average 42.3% of their follow up time as a top 5% HCU compared to 28.9% of time among those without sepsis (RR 1.46; 95% CI 1.45-1.48). Individuals with sepsis were more likely to be a top 1% HCU for 90 consecutive days compared to those without sepsis (10% versus 5.1%, OR 2.05 [95% CI 1.99-2.11]), and spent more time as a top 1% HCU (18.5% of time versus 10.8% of time, RR 1.68 [95% CI 1.65-1.70]). CONCLUSIONS The sequelae of sepsis result in higher healthcare costs with important economic implications. After discharge, individuals who experienced sepsis are more likely to be a HCU and spend more time as a HCU compared to individuals who did not experience sepsis during hospitalization.
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Affiliation(s)
- Kali A Barrett
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.
- Department of Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.
- ICES, Toronto, ON, Canada.
- Toronto General Hospital Research Institute, University Health Network, Eaton Building, 10th Floor, 200 Elizabeth Street, Toronto, ON, M5G 2C4, Canada.
| | - Fatima Sheikh
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
| | - Victoria Chechulina
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
| | | | - Peter Dodek
- Centre for Advancing Health Outcomes and Division of Critical Care Medicine, St. Paul's Hospital and University of British Columbia, Vancouver, British Columbia, Canada
| | - Laura Rosella
- ICES, Toronto, ON, Canada
- Division of Epidemiology, University of Toronto, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada
| | - Kednapa Thavorn
- ICES, Toronto, ON, Canada
- Ottawa Hospital Research Institute, Ottawa, ON, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
| | - Damon C Scales
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
- Department of Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
- Department of Critical Care, Sunnybrook Health Sciences Centre, North York, ON, Canada
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
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16
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Auger N, Carrier FM, Waechter J, Brousseau É, Maniraho A, Ayoub A, Bégin P. Long-term outcomes of patients with toxic shock syndrome: A matched cohort study. J Infect 2024; 89:106213. [PMID: 38944286 DOI: 10.1016/j.jinf.2024.106213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 06/12/2024] [Accepted: 06/21/2024] [Indexed: 07/01/2024]
Abstract
OBJECTIVES We examined long-term outcomes of toxic shock syndrome. METHODS We conducted a matched cohort study of 630 patients with toxic shock syndrome and 5009 healthy controls between 2006 and 2021 in Quebec, Canada. Outcomes included hospitalization for renal, cardiovascular, hepatic, and other morbidity during 15 years of follow-up. We estimated adjusted hazard ratios (HR) and 95% confidence intervals (CI) for the risk of these outcomes over time, comparing patients with toxic shock syndrome relative to matched controls. RESULTS Compared with healthy controls, rehospitalization rates at 15 years were higher for men with toxic shock syndrome (52.0 vs 30.0 per 100) but not for women (38.7 vs 45.6 per 100). In men, toxic shock syndrome was associated with an elevated risk of renal (HR 17.43, 95% CI 6.35-47.82), cardiovascular (HR 2.57; 95% CI 1.52-4.34), and hepatic hospitalization (HR 19.83, 95% CI 4.72-83.34). In women, toxic shock syndrome was associated with renal hospitalization (HR 4.71, 95% CI 1.94-11.45). Streptococcal toxic shock was associated with a greater risk of rehospitalization than staphylococcal toxic shock. CONCLUSIONS Toxic shock syndrome is associated with rehospitalization up to 15 years later, especially in men. These patients may benefit from continued follow-up to prevent long-term morbidity.
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Affiliation(s)
- Nathalie Auger
- University of Montreal Hospital Research Centre, Montreal, Quebec, Canada; Institut national de santé publique du Québec, Montreal, Quebec, Canada; Department of Social and Preventive Medicine, School of Public Health, University of Montreal, Montreal, Quebec, Canada; Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada.
| | - François M Carrier
- University of Montreal Hospital Research Centre, Montreal, Quebec, Canada; Departments of Anesthesiology and Medicine, Critical Care Division, University of Montreal Hospital Centre, Montreal, Quebec, Canada
| | - Jason Waechter
- Department of Critical Care Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Émilie Brousseau
- University of Montreal Hospital Research Centre, Montreal, Quebec, Canada; Institut national de santé publique du Québec, Montreal, Quebec, Canada
| | - Amanda Maniraho
- University of Montreal Hospital Research Centre, Montreal, Quebec, Canada; Institut national de santé publique du Québec, Montreal, Quebec, Canada
| | - Aimina Ayoub
- University of Montreal Hospital Research Centre, Montreal, Quebec, Canada; Institut national de santé publique du Québec, Montreal, Quebec, Canada
| | - Philippe Bégin
- Sainte-Justine Hospital Research Centre, Montreal, Quebec, Canada; Department of Clinical Immunology, University of Montreal, Montreal, Quebec, Canada
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17
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Chen HH, Wu CL, Chao WC. Analysis of the impact of maternal sepsis on pregnancy outcomes: a population-based retrospective study. BMC Pregnancy Childbirth 2024; 24:518. [PMID: 39090584 PMCID: PMC11295718 DOI: 10.1186/s12884-024-06607-8] [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: 08/19/2023] [Accepted: 05/26/2024] [Indexed: 08/04/2024] Open
Abstract
BACKGROUND To investigate the association between maternal sepsis during pregnancy and poor pregnancy outcome and to identify risk factors for poor birth outcomes and adverse perinatal events. METHODS We linked the Taiwan Birth Cohort Study (TBCS) database and the Taiwanese National Health Insurance Database (NHID) to conduct this population-based study. We analysed the data of pregnant women who met the criteria for sepsis-3 during pregnancy between 2005 and 2017 as the maternal sepsis cases and selected pregnant women without infection as the non-sepsis comparison cohort. Sepsis during pregnancy and fulfilled the sepsis-3 definition proposed in 2016. The primary outcome included low birth weight (LBW, < 2500 g) and preterm birth (< 34 weeks), and the secondary outcome was the occurrence of adverse perinatal events. RESULTS We enrolled 2,732 women who met the criteria for sepsis-3 during pregnancy and 196,333 non-sepsis controls. We found that the development of maternal sepsis was highly associated with unfavourable pregnancy outcomes, including LBW (adjOR 9.51, 95% CI 8.73-10.36), preterm birth < 34 weeks (adjOR 11.69, 95%CI 10.64-12.84), and the adverse perinatal events (adjOR 3.09, 95% CI 2.83-3.36). We also identified that socio-economically disadvantaged status was slightly associated with an increased risk for low birth weight and preterm birth. CONCLUSION We found that the development of maternal sepsis was highly associated with LBW, preterm birth and adverse perinatal events. Our findings highlight the prolonged impact of maternal sepsis on pregnancy outcomes and indicate the need for vigilance among pregnant women with sepsis.
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Affiliation(s)
- Hsin-Hua Chen
- Division of General Medicine, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- Big Data Center, Chung Hsing University, Taichung, Taiwan
- Department of post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
- Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung, Taiwan
| | - Chieh-Liang Wu
- Department of post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
- Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung, Taiwan
- Department of Critical Care Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Wen-Cheng Chao
- Big Data Center, Chung Hsing University, Taichung, Taiwan.
- Department of post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan.
- Department of Critical Care Medicine, Taichung Veterans General Hospital, Taichung, Taiwan.
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18
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Carter C, Mosley H, Notter J. Sepsis without borders. BRITISH JOURNAL OF NURSING (MARK ALLEN PUBLISHING) 2024; 33:654-655. [PMID: 39023032 DOI: 10.12968/bjon.2024.0230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Affiliation(s)
| | - Hannah Mosley
- College of Nursing and Midwifery, Birmingham City University
| | - Joy Notter
- Community Healthcare Studies, Birmingham City University
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19
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Jouffroy R, Djossou F, Neviere R, Jaber S, Vivien B, Heming N, Gueye P. The chain of survival and rehabilitation for sepsis: concepts and proposals for healthcare trajectory optimization. Ann Intensive Care 2024; 14:58. [PMID: 38625453 PMCID: PMC11019190 DOI: 10.1186/s13613-024-01282-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 03/26/2024] [Indexed: 04/17/2024] Open
Abstract
This article describes the structures and processes involved in healthcare delivery for sepsis, from the prehospital setting until rehabilitation. Quality improvement initiatives in sepsis may reduce both morbidity and mortality. Positive outcomes are more likely when the following steps are optimized: early recognition, severity assessment, prehospital emergency medical system activation when available, early therapy (antimicrobials and hemodynamic optimization), early orientation to an adequate facility (emergency room, operating theater or intensive care unit), in-hospital organ failure resuscitation associated with source control, and finally a comprehensive rehabilitation program. Such a trajectory of care dedicated to sepsis amounts to a chain of survival and rehabilitation for sepsis. Implementation of this chain of survival and rehabilitation for sepsis requires full interconnection between each link. To date, despite regular international recommendations updates, the adherence to sepsis guidelines remains low leading to a considerable burden of the disease. Developing and optimizing such an integrated network could significantly reduce sepsis related mortality and morbidity.
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Affiliation(s)
- Romain Jouffroy
- Intensive Care Unit, Ambroise Paré Hospital, Assistance Publique - Hôpitaux de Paris, Boulogne Billancourt, France.
- Centre de recherche en Epidémiologie et Santé des Populations - U1018 INSERM - Paris Saclay University, Paris, France.
- EA 7329 - Institut de Recherche Médicale et d'Épidémiologie du Sport - Institut National du Sport, de l'Expertise et de la Performance, Paris, France.
- Service de Médecine Intensive Réanimation, Hôpital Universitaire Ambroise Paré, Assistance Publique - Hôpitaux de Paris, and Paris Saclay University, Saclay, France.
| | - Félix Djossou
- Service des Maladies Infectieuses et Tropicales, Guyane and Laboratoire Ecosystèmes Amazoniens et Pathologie Tropicale EA 3593, Centre Hospitalier de Cayenne, Université de Guyane, Cayenne, France
| | - Rémi Neviere
- Service des Explorations Fonctionnelles Centre Hospitalier Universitaire de Martinique et UR5_3 PC2E Pathologie Cardiaque, toxicité Environnementale et Envenimations (ex EA7525, Université des Antilles, Antilles, France
| | - Samir Jaber
- Anesthesiology and Intensive Care; Anesthesia and Critical Care Department B, Saint Eloi Teaching Hospital, University of Montpellier, INSERM U1046, Centre Hospitalier Universitaire Montpellier, Montpellier, 34295, France
| | - Benoît Vivien
- Service d'Anesthésie Réanimation, SAMU de Paris, Hôpital Universitaire Necker - Enfants Malades, Assistance Publique - Hôpitaux de Paris, Université Paris Cité, Paris, France
| | - Nicholas Heming
- Department of Intensive Care, Raymond Poincaré Hospital, Laboratory of Infection & Inflammation - U1173, School of Medicine Simone Veil, FHU SEPSIS (Saclay and Paris Seine Nord Endeavour to PerSonalize Interventions for Sepsis), APHP University Versailles Saint Quentin - University Paris Saclay, University Versailles Saint Quentin - University Paris Saclay, INSERM, Garches, Garches, 92380, France
| | - Papa Gueye
- SAMU 972, Centre Hospitalier Universitaire de Martinique, Fort-de-France Martinique, University of the Antilles, French West Indies, Antilles, France
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20
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Elhadidi A, Al-Katary M, Abdelhalim M, Negm A, Shouma A. Complicated anorectal sepsis: Validation of scoring system for predicting anorectal sepsis severity. Medicine (Baltimore) 2024; 103:e37377. [PMID: 38428871 PMCID: PMC10906629 DOI: 10.1097/md.0000000000037377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 02/05/2024] [Indexed: 03/03/2024] Open
Abstract
Anorectal sepsis is a common and potentially serious medical condition characterized by infection and inflammation of the anal canal and surrounding tissues. However, the lack of standardized and comprehensive scoring systems specifically tailored for predicting the severity of anorectal sepsis poses challenges in clinical practice. This study aimed to develop and validate a scoring system for predicting the severity of anorectal sepsis by incorporating relevant patient factors. A retrospective cohort study was conducted at Mansoura University Hospital, a tertiary care center, over a period of 5 years. The study population consisted of 330 patients diagnosed with anorectal sepsis during the study period. A scoring system was developed using multiple variables, with each variable assigned a specific score based on its clinical significance and weight in predicting disease severity. The developed scoring system's predictive performance was evaluated using receiver operating characteristic (ROC) analysis, calculating the area under the ROC curve to assess discriminative ability. Descriptive statistics were used to summarize the demographic and clinical characteristics of the study population. Chi-square tests or t tests were performed to assess differences between non-severe and severe anal sepsis groups. The scoring system consisted of 12 variables, with a maximum total score of 18. The logistic regression analysis revealed significant associations between localized swelling, presentation within 72 hours, multiple drainage sessions, and severe anorectal sepsis. The ROC analysis showed an area under the curve of 0.85, indicating good discriminative ability of the scoring system. The scoring system was developed and validated in a single center, which may limit its generalizability to other settings. The scoring system demonstrated good predictive performance and can be a valuable tool for clinicians in assessing disease severity, guiding treatment decisions, and identifying high-risk patients.
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Affiliation(s)
- Amro Elhadidi
- Department of Surgery, Mansoura University, Mansoura, Egypt
| | | | | | - Ahmed Negm
- Department of Surgery, Mansoura University, Mansoura, Egypt
| | - Ashraf Shouma
- Department of Surgery, Mansoura University, Mansoura, Egypt
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21
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Bladon S, Ashiru-Oredope D, Cunningham N, Pate A, Martin GP, Zhong X, Gilham EL, Brown CS, Mirfenderesky M, Palin V, van Staa TP. Rapid systematic review on risks and outcomes of sepsis: the influence of risk factors associated with health inequalities. Int J Equity Health 2024; 23:34. [PMID: 38383380 PMCID: PMC10882893 DOI: 10.1186/s12939-024-02114-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 01/19/2024] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND AND AIMS Sepsis is a serious and life-threatening condition caused by a dysregulated immune response to an infection. Recent guidance issued in the UK gave recommendations around recognition and antibiotic treatment of sepsis, but did not consider factors relating to health inequalities. The aim of this study was to summarise the literature investigating associations between health inequalities and sepsis. METHODS Searches were conducted in Embase for peer-reviewed articles published since 2010 that included sepsis in combination with one of the following five areas: socioeconomic status, race/ethnicity, community factors, medical needs and pregnancy/maternity. RESULTS Five searches identified 1,402 studies, with 50 unique studies included in the review after screening (13 sociodemographic, 14 race/ethnicity, 3 community, 3 care/medical needs and 20 pregnancy/maternity; 3 papers examined multiple health inequalities). Most of the studies were conducted in the USA (31/50), with only four studies using UK data (all pregnancy related). Socioeconomic factors associated with increased sepsis incidence included lower socioeconomic status, unemployment and lower education level, although findings were not consistent across studies. For ethnicity, mixed results were reported. Living in a medically underserved area or being resident in a nursing home increased risk of sepsis. Mortality rates after sepsis were found to be higher in people living in rural areas or in those discharged to skilled nursing facilities while associations with ethnicity were mixed. Complications during delivery, caesarean-section delivery, increased deprivation and black and other ethnic minority race were associated with post-partum sepsis. CONCLUSION There are clear correlations between sepsis morbidity and mortality and the presence of factors associated with health inequalities. To inform local guidance and drive public health measures, there is a need for studies conducted across more diverse setting and countries.
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Affiliation(s)
- Siân Bladon
- Centre for Health Informatics & Health Data Research UK North, Division of Informatics, Imaging and Data Science, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester, M13 9PL, UK.
| | - Diane Ashiru-Oredope
- Healthcare-Associated Infection (HCAI), Fungal, Antimicrobial Resistance (AMR), UKHSA, London, SW1P 3JR, UK
- School of Pharmacy, University of Nottingham, Nottingham, NG7 2RD, UK
| | - Neil Cunningham
- Healthcare-Associated Infection (HCAI), Fungal, Antimicrobial Resistance (AMR), UKHSA, London, SW1P 3JR, UK
| | - Alexander Pate
- Centre for Health Informatics & Health Data Research UK North, Division of Informatics, Imaging and Data Science, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester, M13 9PL, UK
| | - Glen P Martin
- Centre for Health Informatics & Health Data Research UK North, Division of Informatics, Imaging and Data Science, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester, M13 9PL, UK
| | - Xiaomin Zhong
- Centre for Health Informatics & Health Data Research UK North, Division of Informatics, Imaging and Data Science, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester, M13 9PL, UK
| | - Ellie L Gilham
- Healthcare-Associated Infection (HCAI), Fungal, Antimicrobial Resistance (AMR), UKHSA, London, SW1P 3JR, UK
| | - Colin S Brown
- Healthcare-Associated Infection (HCAI), Fungal, Antimicrobial Resistance (AMR), UKHSA, London, SW1P 3JR, UK
- NIHR Health Protection Unit in Healthcare-Associated Infection & Antimicrobial Resistance, Imperial College London, London, UK
| | - Mariyam Mirfenderesky
- Healthcare-Associated Infection (HCAI), Fungal, Antimicrobial Resistance (AMR), UKHSA, London, SW1P 3JR, UK
| | - Victoria Palin
- Centre for Health Informatics & Health Data Research UK North, Division of Informatics, Imaging and Data Science, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester, M13 9PL, UK
- Maternal and Fetal Health Research Centre, Division of Developmental Biology and Medicine, The University of Manchester, Manchester, M13 9WL, UK
| | - Tjeerd P van Staa
- Centre for Health Informatics & Health Data Research UK North, Division of Informatics, Imaging and Data Science, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester, M13 9PL, UK
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22
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Madarati H, Singh K, Sparring T, Andrisani P, Liaw PC, Fox-Robichaud AE, Kretz CA. REVIEWING THE DYSREGULATION OF ADAMTS13 AND VWF IN SEPSIS. Shock 2024; 61:189-196. [PMID: 38150358 DOI: 10.1097/shk.0000000000002291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2023]
Abstract
ABSTRACT Sepsis is defined as a life-threatening organ dysfunction caused by excessive host response to infection, and represents the most common cause of in-hospital deaths. Sepsis accounts for 30% of all critically ill patients in the intensive care unit (ICU), and has a global mortality rate of 20%. Activation of blood coagulation during sepsis and septic shock can lead to disseminated intravascular coagulation, which is characterized by microvascular thrombosis. Von Willebrand factor (VWF) and ADAMTS13 are two important regulators of blood coagulation that may be important links between sepsis and mortality in the ICU. Herein we review our current understanding of VWF and ADAMTS13 in sepsis and other critical illnesses and discuss their contribution to disease pathophysiology, their use as markers of severe illness, and potential targets for new therapeutic development.
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Affiliation(s)
- Hasam Madarati
- Department of Medicine and the Thrombosis and Atherosclerosis Research Institute, McMaster University, Hamilton, Ontario, Canada
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23
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Angriman F, Ferreyro BL, Harhay MO, Wunsch H, Rosella LC, Scales DC. Accounting for Competing Events When Evaluating Long-Term Outcomes in Survivors of Critical Illness. Am J Respir Crit Care Med 2023; 208:1158-1165. [PMID: 37769125 PMCID: PMC10868356 DOI: 10.1164/rccm.202305-0790cp] [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: 07/16/2023] [Accepted: 10/18/2023] [Indexed: 09/30/2023] Open
Abstract
The clinical trajectory of survivors of critical illness after hospital discharge can be complex and highly unpredictable. Assessing long-term outcomes after critical illness can be challenging because of possible competing events, such as all-cause death during follow-up (which precludes the occurrence of an event of particular interest). In this perspective, we explore challenges and methodological implications of competing events during the assessment of long-term outcomes in survivors of critical illness. In the absence of competing events, researchers evaluating long-term outcomes commonly use the Kaplan-Meier method and the Cox proportional hazards model to analyze time-to-event (survival) data. However, traditional analytical and modeling techniques can yield biased estimates in the presence of competing events. We present different estimands of interest and the use of different analytical approaches, including changes to the outcome of interest, Fine and Gray regression models, cause-specific Cox proportional hazards models, and generalized methods (such as inverse probability weighting). Finally, we provide code and a simulated dataset to exemplify the application of the different analytical strategies in addition to overall reporting recommendations.
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Affiliation(s)
- Federico Angriman
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Interdepartmental Division of Critical Care Medicine
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, and
| | - Bruno L. Ferreyro
- Interdepartmental Division of Critical Care Medicine
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, and
- Department of Critical Care Medicine, University Health Network and Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Michael O. Harhay
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Hannah Wunsch
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Interdepartmental Division of Critical Care Medicine
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, and
- ICES, Toronto, Ontario, Canada; and
| | - Laura C. Rosella
- Epidemiology Division, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada; and
- Institute for Better Health, Trillium Health Partners, Mississauga, Ontario, Canada
| | - Damon C. Scales
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Interdepartmental Division of Critical Care Medicine
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, and
- ICES, Toronto, Ontario, Canada; and
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24
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Lawler PR, Manvelian G, Coppi A, Damask A, Cantor MN, Ferreira MAR, Paulding C, Banerjee N, Li D, Jorgensen S, Attre R, Carey DJ, Krebs K, Milani L, Hveem K, Damås JK, Solligård E, Stender S, Tybjærg-Hansen A, Nordestgaard BG, Hernandez-Beeftink T, Rogne T, Flores C, Villar J, Walley KR, Liu VX, Fohner AE, Lotta LA, Kyratsous CA, Sleeman MW, Scemama M, DelGizzi R, Pordy R, Horowitz JE, Baras A, Martin GS, Steg PG, Schwartz GG, Szarek M, Goodman SG. Pharmacologic and Genetic Downregulation of Proprotein Convertase Subtilisin/Kexin Type 9 and Survival From Sepsis. Crit Care Explor 2023; 5:e0997. [PMID: 37954898 PMCID: PMC10635596 DOI: 10.1097/cce.0000000000000997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2023] Open
Abstract
OBJECTIVES Treatments that prevent sepsis complications are needed. Circulating lipid and protein assemblies-lipoproteins play critical roles in clearing pathogens from the bloodstream. We investigated whether early inhibition of proprotein convertase subtilisin/kexin type 9 (PCSK9) may accelerate bloodstream clearance of immunogenic bacterial lipids and improve sepsis outcomes. DESIGN Genetic and clinical epidemiology, and experimental models. SETTING Human genetics cohorts, secondary analysis of a phase 3 randomized clinical trial enrolling patients with cardiovascular disease (Evaluation of Cardiovascular Outcomes After an Acute Coronary Syndrome During Treatment With Alirocumab [ODYSSEY OUTCOMES]; NCT01663402), and experimental murine models of sepsis. PATIENTS OR SUBJECTS Nine human cohorts with sepsis (total n = 12,514) were assessed for an association between sepsis mortality and PCSK9 loss-of-function (LOF) variants. Incident or fatal sepsis rates were evaluated among 18,884 participants in a post hoc analysis of ODYSSEY OUTCOMES. C57BI/6J mice were used in Pseudomonas aeruginosa and Staphylococcus aureus bacteremia sepsis models, and in lipopolysaccharide-induced animal models. INTERVENTIONS Observational human cohort studies used genetic PCSK9 LOF variants as instrumental variables. ODYSSEY OUTCOMES participants were randomized to alirocumab or placebo. Mice were administered alirocumab, a PCSK9 inhibitor, at 5 mg/kg or 25 mg/kg subcutaneously, or isotype-matched control, 48 hours prior to the induction of bacterial sepsis. Mice did not receive other treatments for sepsis. MEASUREMENTS AND MAIN RESULTS Across human cohort studies, the effect estimate for 28-day mortality after sepsis diagnosis associated with genetic PCSK9 LOF was odds ratio = 0.86 (95% CI, 0.67-1.10; p = 0.24). A significant association was present in antibiotic-treated patients. In ODYSSEY OUTCOMES, sepsis frequency and mortality were infrequent and did not significantly differ by group, although both were numerically lower with alirocumab vs. placebo (relative risk of death from sepsis for alirocumab vs. placebo, 0.62; 95% CI, 0.32-1.20; p = 0.15). Mice treated with alirocumab had lower endotoxin levels and improved survival. CONCLUSIONS PCSK9 inhibition may improve clinical outcomes in sepsis in preventive, pretreatment settings.
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Affiliation(s)
- Patrick R Lawler
- Department of Medicine, McGill University Health Centre, McGill University, Montreal, QC, Canada
- Department of Medicine, Peter Munk Cardiac Centre at University Health Network, University of Toronto, Toronto, ON, Canada
- Division of Cardiology, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | | | - Alida Coppi
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY
| | - Amy Damask
- Regeneron Genetics Center, Tarrytown, NY
| | | | | | | | | | - Dadong Li
- Regeneron Genetics Center, Tarrytown, NY
| | | | - Richa Attre
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY
| | - David J Carey
- Department of Molecular and Functional Genomics, Geisinger Medical Center, Danville, PA
| | - Kristi Krebs
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Lili Milani
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Kristian Hveem
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
- HUNT Research Center, Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Levanger, Norway
| | - Jan K Damås
- Gemini Center for Sepsis Research, Department of Circulation and Medical Imaging, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Infectious Diseases, St Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Erik Solligård
- Gemini Center for Sepsis Research, Department of Circulation and Medical Imaging, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Medical Quality, Møre and Romsdal Hospital Trust, Ålesund, Norway
| | - Stefan Stender
- Department of Clinical Biochemistry, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Anne Tybjærg-Hansen
- Department of Clinical Biochemistry, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Børge G Nordestgaard
- Department of Clinical Biochemistry, Copenhagen University Hospital - Herlev Gentofte, University of Copenhagen, Copenhagen, Denmark
| | - Tamara Hernandez-Beeftink
- Research Unit, Hospital Universitario N.S. de Candelaria, Universidad de La Laguna, Santa Cruz de Tenerife, Spain
- Research Unit, Hospital Universitario de Gran Canaria Dr. Negrin, Las Palmas de Gran Canaria, Spain
| | - Tormod Rogne
- Gemini Center for Sepsis Research, Department of Circulation and Medical Imaging, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Chronic Disease Epidemiology and Center for Perinatal, Pediatric and Environmental Epidemiology, Yale School of Public Health, New Haven, CT
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Carlos Flores
- Research Unit, Hospital Universitario N.S. de Candelaria, Universidad de La Laguna, Santa Cruz de Tenerife, Spain
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Genomics Division, Instituto Tecnológico y de Energías Renovables (ITER), Santa Cruz de Tenerife, Spain
- Faculty of Health Sciences, University Fernando Pessoa Canarias, Las Palmas de Gran Canaria, Canary Islands, Spain
| | - Jesús Villar
- Research Unit, Hospital Universitario de Gran Canaria Dr. Negrin, Las Palmas de Gran Canaria, Spain
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada
| | - Keith R Walley
- Centre for Heart Lung Innovation, University of British Columbia, Vancouver, BC, Canada
| | - Vincent X Liu
- Kaiser Permanente Northern California, Division of Research, Oakland, CA
| | - Alison E Fohner
- Kaiser Permanente Northern California, Division of Research, Oakland, CA
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA
| | | | | | | | | | | | | | | | - Aris Baras
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY
- Regeneron Genetics Center, Tarrytown, NY
| | - Greg S Martin
- Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory University, Atlanta, GA
- Grady Memorial Hospital, Atlanta, GA
| | - Philippe Gabriel Steg
- Université de Paris, INSERM U-1148 F75018 Paris, France and Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Gregory G Schwartz
- Division of Cardiology, University of Colorado School of Medicine, Aurora, CA
| | - Michael Szarek
- Division of Cardiology, University of Colorado School of Medicine, Aurora, CA
- CPC Clinical Research, Aurora, CA
- School of Public Health, Downstate Health Sciences University, Brooklyn, NY
| | - Shaun G Goodman
- Division of Cardiology, Department of Medicine, University of Toronto, Toronto, ON, Canada
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada
- Division of Cardiology, Department of Medicine, St Michael's Hospital, Toronto, ON, Canada
- Canadian VIGOUR Centre, Department of Medicine, University of Alberta, Edmonton, AB, Canada
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Ramos RB, Martino N, Chuy D, Lu S, Zuo MXG, Balasubramanian U, Di John Portela I, Vincent PA, Adam AP. Shock drives a STAT3 and JunB-mediated coordinated transcriptional and DNA methylation response in the endothelium. J Cell Sci 2023; 136:jcs261323. [PMID: 37667913 PMCID: PMC10560554 DOI: 10.1242/jcs.261323] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 08/21/2023] [Indexed: 09/06/2023] Open
Abstract
Endothelial dysfunction is a crucial factor in promoting organ failure during septic shock. However, the underlying mechanisms are unknown. Here, we show that kidney injury after lipopolysaccharide (LPS) insult leads to strong endothelial transcriptional and epigenetic responses. Furthermore, SOCS3 loss leads to an aggravation of the responses, demonstrating a causal role for the STAT3-SOCS3 signaling axis in the acute endothelial response to LPS. Experiments in cultured endothelial cells demonstrate that IL-6 mediates this response. Furthermore, bioinformatics analysis of in vivo and in vitro transcriptomics and epigenetics suggests a role for STAT, AP1 and interferon regulatory family (IRF) transcription factors. Knockdown of STAT3 or the AP1 member JunB partially prevents the changes in gene expression, demonstrating a role for these transcription factors. In conclusion, endothelial cells respond with a coordinated response that depends on overactivated IL-6 signaling via STAT3, JunB and possibly other transcription factors. Our findings provide evidence for a critical role of IL-6 signaling in regulating shock-induced epigenetic changes and sustained endothelial activation, offering a new therapeutic target to limit vascular dysfunction.
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Affiliation(s)
- Ramon Bossardi Ramos
- Department of Molecular and Cellular Physiology, Albany Medical Center, Albany, NY 12208,USA
| | - Nina Martino
- Department of Molecular and Cellular Physiology, Albany Medical Center, Albany, NY 12208,USA
| | - Dareen Chuy
- Department of Molecular and Cellular Physiology, Albany Medical Center, Albany, NY 12208,USA
| | - Shuhan Lu
- Department of Molecular and Cellular Physiology, Albany Medical Center, Albany, NY 12208,USA
| | - Mei Xing G. Zuo
- Department of Molecular and Cellular Physiology, Albany Medical Center, Albany, NY 12208,USA
| | - Uma Balasubramanian
- Department of Molecular and Cellular Physiology, Albany Medical Center, Albany, NY 12208,USA
| | - Iria Di John Portela
- Department of Molecular and Cellular Physiology, Albany Medical Center, Albany, NY 12208,USA
| | - Peter A. Vincent
- Department of Molecular and Cellular Physiology, Albany Medical Center, Albany, NY 12208,USA
| | - Alejandro P. Adam
- Department of Molecular and Cellular Physiology, Albany Medical Center, Albany, NY 12208,USA
- Department of Ophthalmology, Albany Medical Center, Albany, NY 12208, USA
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26
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Horton A, Flenady T, Massey D. The factors impacting sepsis recognition in older adults in non-clinical environments - a scoping review. Int Emerg Nurs 2023; 70:101323. [PMID: 37597281 DOI: 10.1016/j.ienj.2023.101323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Revised: 06/07/2023] [Accepted: 06/20/2023] [Indexed: 08/21/2023]
Affiliation(s)
- Annette Horton
- Rockhampton Hospital, Central Queensland Hospital Health Service, Rockhampton 4700, Australia.
| | - Tracy Flenady
- Central Queensland University, School of Nursing & Midwifery, Rockhampton 4701, Australia
| | - Deb Massey
- Edith Cowan University, School of Nursing & Midwifery, Joondalup 6027, Australia
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Angriman F, Lawler PR, Shah BR, Martin CM, Scales DC. Prevalent diabetes and long-term cardiovascular outcomes in adult sepsis survivors: a population-based cohort study. Crit Care 2023; 27:302. [PMID: 37525272 PMCID: PMC10391991 DOI: 10.1186/s13054-023-04586-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 07/19/2023] [Indexed: 08/02/2023] Open
Abstract
BACKGROUND Sepsis survivors are at elevated risk for cardiovascular disease during long-term follow-up. Whether diabetes influences cardiovascular risk after sepsis survival remains unknown. We sought to describe the association of diabetes with long-term cardiovascular outcomes in adult sepsis survivors. METHODS Population-based cohort study in the province of Ontario, Canada (2008-2017). Adult survivors of a first sepsis-associated hospitalization, without pre-existing cardiovascular disease, were included. Main exposure was pre-existing diabetes (any type). The primary outcome was the composite of myocardial infarction, stroke, and cardiovascular death. Patients were followed up to 5 years from discharge date until outcome occurrence or end of study period (March 2018). We used propensity score matching (i.e., 1:1 to patients with sepsis but no pre-existing diabetes) to adjust for measured confounding at baseline. Cause-specific Cox proportional hazards models with robust standard errors were used to estimate hazard ratios (HR) alongside 95% confidence intervals (CI). A main secondary analysis evaluated the modification of the association between sepsis and cardiovascular disease by pre-existing diabetes. RESULTS 78,638 patients with pre-existing diabetes who had a sepsis-associated hospitalization were matched to patients hospitalized for sepsis but without diabetes. Mean age of patients was 71 years, and 55% were female. Median duration from diabetes diagnosis was 9.8 years; mean HbA1c was 7.1%. Adult sepsis survivors with pre-existing diabetes experienced a higher hazard of major cardiovascular disease (HR 1.25; 95% CI 1.22-1.29)-including myocardial infarction (HR 1.40; 95% CI 1.34-1.47) and stroke (HR 1.24; 95% CI 1.18-1.29)-during long-term follow-up compared to sepsis survivors without diabetes. Pre-existing diabetes modified the association between sepsis and cardiovascular disease (risk difference: 2.3%; 95% CI 2.0-2.6 and risk difference: 1.8%; 95% CI 1.6-2.0 for the effect of sepsis-compared to no sepsis-among patients with and without diabetes, respectively). CONCLUSIONS Sepsis survivors with pre-existing diabetes experience a higher long-term hazard of major cardiovascular events when compared to sepsis survivors without diabetes. Compared to patients without sepsis, the absolute risk increase of cardiovascular events after sepsis is higher in patients with diabetes (i.e., diabetes intensified the higher cardiovascular risk induced by sepsis).
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Affiliation(s)
- Federico Angriman
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada.
| | - Patrick R Lawler
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
- McGill University Health Centre, Montreal, Canada
- Peter Munk Cardiac Centre, University Health Network, Toronto, Canada
| | - Baiju R Shah
- ICES, Toronto, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
- Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Canada
- Department of Medicine, University of Toronto, Toronto, Canada
| | - Claudio M Martin
- Division of Critical Care, Department of Medicine, Schulich School of Medicine and Dentistry, Western University, London, Canada
- Lawson Health Research Institute, London, Canada
| | - Damon C Scales
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
- ICES, Toronto, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
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Parotto M, Gyöngyösi M, Howe K, Myatra SN, Ranzani O, Shankar-Hari M, Herridge MS. Post-acute sequelae of COVID-19: understanding and addressing the burden of multisystem manifestations. THE LANCET. RESPIRATORY MEDICINE 2023:S2213-2600(23)00239-4. [PMID: 37475125 DOI: 10.1016/s2213-2600(23)00239-4] [Citation(s) in RCA: 104] [Impact Index Per Article: 52.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 06/21/2023] [Accepted: 06/22/2023] [Indexed: 07/22/2023]
Abstract
Individuals with SARS-CoV-2 infection can develop symptoms that persist well beyond the acute phase of COVID-19 or emerge after the acute phase, lasting for weeks or months after the initial acute illness. The post-acute sequelae of COVID-19, which include physical, cognitive, and mental health impairments, are known collectively as long COVID or post-COVID-19 condition. The substantial burden of this multisystem condition is felt at individual, health-care system, and socioeconomic levels, on an unprecedented scale. Survivors of COVID-19-related critical illness are at risk of the well known sequelae of acute respiratory distress syndrome, sepsis, and chronic critical illness, and these multidimensional morbidities might be difficult to differentiate from the specific effects of SARS-CoV-2 and COVID-19. We provide an overview of the manifestations of post-COVID-19 condition after critical illness in adults. We explore the effects on various organ systems, describe potential pathophysiological mechanisms, and consider the challenges of providing clinical care and support for survivors of critical illness with multisystem manifestations. Research is needed to reduce the incidence of post-acute sequelae of COVID-19-related critical illness and to optimise therapeutic and rehabilitative care and support for patients.
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Affiliation(s)
- Matteo Parotto
- Department of Anesthesiology and Pain Medicine, University of Toronto, ON, Canada; Interdepartmental Division of Critical Care Medicine, University of Toronto, ON, Canada; Department of Anesthesia and Pain Medicine, Toronto General Hospital, Toronto, ON, Canada.
| | - Mariann Gyöngyösi
- Division of Cardiology, 2nd Department of Internal Medicine, Medical University of Vienna, Vienna, Austria
| | - Kathryn Howe
- Division of Vascular Surgery, University Health Network, Toronto, ON, Canada
| | - Sheila N Myatra
- Department of Anaesthesiology, Critical Care and Pain, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India
| | - Otavio Ranzani
- Barcelona Institute for Global Health, ISGlobal, Barcelona, Spain; Pulmonary Division, Heart Institute, Faculty of Medicine, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Manu Shankar-Hari
- The Queen's Medical Research Institute, Edinburgh BioQuarter, Centre for Inflammation Research, University of Edinburgh, Edinburgh, UK
| | - Margaret S Herridge
- Department of Medicine, University of Toronto, ON, Canada; Interdepartmental Division of Critical Care Medicine, University of Toronto, ON, Canada; Department of Medicine, University Health Network, Toronto, ON, Canada
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29
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Polcz VE, Barrios EL, Chapin B, Price C, Nagpal R, Chakrabarty P, Casadesus G, Foster T, Moldawer L, Efron PA. Sex, sepsis and the brain: defining the role of sexual dimorphism on neurocognitive outcomes after infection. Clin Sci (Lond) 2023; 137:963-978. [PMID: 37337946 PMCID: PMC10285043 DOI: 10.1042/cs20220555] [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: 04/03/2023] [Revised: 05/30/2023] [Accepted: 06/07/2023] [Indexed: 06/21/2023]
Abstract
Sexual dimorphisms exist in multiple domains, from learning and memory to neurocognitive disease, and even in the immune system. Male sex has been associated with increased susceptibility to infection, as well as increased risk of adverse outcomes. Sepsis remains a major source of morbidity and mortality globally, and over half of septic patients admitted to intensive care are believed to suffer some degree of sepsis-associated encephalopathy (SAE). In the short term, SAE is associated with an increased risk of in-hospital mortality, and in the long term, has the potential for significant impairment of cognition, memory, and acceleration of neurocognitive disease. Despite increasing information regarding sexual dimorphism in neurologic and immunologic systems, research into these dimorphisms in sepsis-associated encephalopathy remains critically understudied. In this narrative review, we discuss how sex has been associated with brain morphology, chemistry, and disease, sexual dimorphism in immunity, and existing research into the effects of sex on SAE.
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Affiliation(s)
- Valerie E. Polcz
- Department of Surgery and Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, Florida, U.S.A
| | - Evan L. Barrios
- Department of Surgery and Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, Florida, U.S.A
| | - Benjamin Chapin
- Department of Neurology, University of Florida College of Medicine, Gainesville, Florida, U.S.A
| | - Catherine C. Price
- Department of Clinical and Health Psychology, University of Florida College of Public Health and Health Professions, Gainesville, Florida, U.S.A
| | - Ravinder Nagpal
- Florida State University College of Health and Human Sciences, Tallahassee, Florida, U.S.A
| | - Paramita Chakrabarty
- Department of Neuroscience, University of Florida College of Medicine, Gainesville, Florida, U.S.A
| | - Gemma Casadesus
- Department of Pharmacology and Therapeutics, University of Florida College of Medicine, Gainesville, Florida, U.S.A
| | - Thomas Foster
- Department of Neuroscience, University of Florida College of Medicine, Gainesville, Florida, U.S.A
| | - Lyle L. Moldawer
- Department of Surgery and Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, Florida, U.S.A
| | - Philip A. Efron
- Department of Surgery and Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, Florida, U.S.A
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30
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Chang J, Medina M, Kim SJ. Is patients' rurality associated with in-hospital sepsis death in US hospitals? Front Public Health 2023; 11:1169209. [PMID: 37383255 PMCID: PMC10294422 DOI: 10.3389/fpubh.2023.1169209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 05/22/2023] [Indexed: 06/30/2023] Open
Abstract
Background The focus of this study was to explore the association of patients' rurality and other patient and hospital-related factors with in-hospital sepsis mortality to identify possible health disparities across United States hospitals. Methods The National Inpatient Sample was used to identify nationwide sepsis patients (n = 1,977,537, weighted n = 9,887,682) from 2016 to 2019. We used multivariate survey logistic regression models to identify predictors for how patients' rurality is associated with in-hospital death. Findings During the study periods, in-hospital death rates among sepsis inpatients continuously decreased (11.3% in 2016 to 9.9% in 2019) for all rurality levels. Rao-Schott Chi-Square tests demonstrated that certain patient and hospital factors had varied in-hospital death rates. Multivariate survey logistic regressions suggested that rural areas, minorities, females, older adults, low-income, and uninsured patients have higher odds of in-hospital mortality. Further, specific census divisions like New England, Middle Atlantic, and East North Central had greater in-hospital sepsis death odds. Conclusion Rurality was associated with increased in-hospital sepsis death across multiple patient populations and locations. Further, rurality in New England, Middle Atlantic, and East North Central locations is exceptionally high odds. In addition, minority races in rural areas also have an increased odds of in-hospital death. Therefore, rural healthcare requires a more significant influx of resources and should also include assessing patient-related factors.
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Affiliation(s)
- Jongwha Chang
- Department of Pharmaceutical Sciences, Irma Lerma Rangel School of Pharmacy, Texas A&M University, College Station, TX, United States
| | - Mar Medina
- School of Pharmacy, University of Texas at El Paso, El Paso, TX, United States
| | - Sun Jung Kim
- Department of Health Administration and Management, College of Medical Science, Soonchunhyang University, Asan, Republic of Korea
- Center for Healthcare Management Science, Soonchunhyang University, Asan, Republic of Korea
- Department of Software Convergence, Soonchunhyang University, Asan, Republic of Korea
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31
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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.
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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
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32
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Melis MJ, Miller M, Peters VBM, Singer M. The role of hormones in sepsis: an integrated overview with a focus on mitochondrial and immune cell dysfunction. Clin Sci (Lond) 2023; 137:707-725. [PMID: 37144447 PMCID: PMC10167421 DOI: 10.1042/cs20220709] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 04/09/2023] [Accepted: 04/26/2023] [Indexed: 05/06/2023]
Abstract
Sepsis is a dysregulated host response to infection that results in life-threatening organ dysfunction. Virtually every body system can be affected by this syndrome to greater or lesser extents. Gene transcription and downstream pathways are either up- or downregulated, albeit with considerable fluctuation over the course of the patient's illness. This multi-system complexity contributes to a pathophysiology that remains to be fully elucidated. Consequentially, little progress has been made to date in developing new outcome-improving therapeutics. Endocrine alterations are well characterised in sepsis with variations in circulating blood levels and/or receptor resistance. However, little attention has been paid to an integrated view of how these hormonal changes impact upon the development of organ dysfunction and recovery. Here, we present a narrative review describing the impact of the altered endocrine system on mitochondrial dysfunction and immune suppression, two interlinked and key aspects of sepsis pathophysiology.
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Affiliation(s)
- Miranda J Melis
- Bloomsbury Institute of Intensive Care Medicine, Division of Medicine, University College London, London, UK
| | - Muska Miller
- Bloomsbury Institute of Intensive Care Medicine, Division of Medicine, University College London, London, UK
| | - Vera B M Peters
- Bloomsbury Institute of Intensive Care Medicine, Division of Medicine, University College London, London, UK
| | - Mervyn Singer
- Bloomsbury Institute of Intensive Care Medicine, Division of Medicine, University College London, London, UK
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33
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Vigneron C, Py BF, Monneret G, Venet F. The double sides of NLRP3 inflammasome activation in sepsis. Clin Sci (Lond) 2023; 137:333-351. [PMID: 36856019 DOI: 10.1042/cs20220556] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 02/15/2023] [Accepted: 02/16/2023] [Indexed: 03/02/2023]
Abstract
Sepsis is defined as a life-threatening organ dysfunction induced by a dysregulated host immune response to infection. Immune response induced by sepsis is complex and dynamic. It is schematically described as an early dysregulated systemic inflammatory response leading to organ failures and early deaths, followed by the development of persistent immune alterations affecting both the innate and adaptive immune responses associated with increased risk of secondary infections, viral reactivations, and late mortality. In this review, we will focus on the role of NACHT, leucin-rich repeat and pyrin-containing protein 3 (NLRP3) inflammasome in the pathophysiology of sepsis. NLRP3 inflammasome is a multiproteic intracellular complex activated by infectious pathogens through a two-step process resulting in the release of the pro-inflammatory cytokines IL-1β and IL-18 and the formation of membrane pores by gasdermin D, inducing a pro-inflammatory form of cell death called pyroptosis. The role of NLRP3 inflammasome in the pathophysiology of sepsis can be ambivalent. Indeed, although it might protect against sepsis when moderately activated after initial infection, excessive NLRP3 inflammasome activation can induce dysregulated inflammation leading to multiple organ failure and death during the acute phase of the disease. Moreover, this activation might become exhausted and contribute to post-septic immunosuppression, driving impaired functions of innate and adaptive immune cells. Targeting the NLRP3 inflammasome could thus be an attractive option in sepsis either through IL-1β and IL-18 antagonists or through inhibition of NLRP3 inflammasome pathway downstream components. Available treatments and results of first clinical trials will be discussed.
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Affiliation(s)
- Clara Vigneron
- Centre International de Recherche en Infectiologie (CIRI), Univ Lyon, Inserm, U1111, Université Claude Bernard-Lyon 1, CNRS, UMR5308, Ecole Normale Supérieure de Lyon, Lyon, France
| | - Bénédicte F Py
- Centre International de Recherche en Infectiologie (CIRI), Univ Lyon, Inserm, U1111, Université Claude Bernard-Lyon 1, CNRS, UMR5308, Ecole Normale Supérieure de Lyon, Lyon, France
| | - Guillaume Monneret
- EA 7426 "Pathophysiology of Injury-Induced Immunosuppression" (Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux), Joint Research Unit HCL-bioMérieux, Edouard Herriot Hospital, Lyon, France
- Immunology Laboratory, Hospices Civils de Lyon, Edouard Herriot Hospital, Lyon, France
| | - Fabienne Venet
- Centre International de Recherche en Infectiologie (CIRI), Univ Lyon, Inserm, U1111, Université Claude Bernard-Lyon 1, CNRS, UMR5308, Ecole Normale Supérieure de Lyon, Lyon, France
- Immunology Laboratory, Hospices Civils de Lyon, Edouard Herriot Hospital, Lyon, France
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34
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Rosales J, Ireland M, Gonzalez-Gallo K, Wisler J, Jalilvand A. Characterization of Mortality by Sepsis Source in Patients Admitted to the Surgical Intensive Care Unit. J Surg Res 2023; 283:1117-1123. [PMID: 36915003 DOI: 10.1016/j.jss.2022.10.096] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 09/21/2022] [Accepted: 10/16/2022] [Indexed: 12/23/2022]
Abstract
INTRODUCTION The impact of infectious source on sepsis outcomes for surgical patients is unclear. The objective of this study was to evaluate the association between sepsis sources and cumulative 90-d mortality in patients admitted to the surgical intensive care unit (SICU) with sepsis. METHODS All patients admitted to the SICU at an academic institution who met sepsis criteria (2014-2019, n = 1296) were retrospectively reviewed. Classification of source was accomplished through a chart review and included respiratory (RT, n = 144), intra-abdominal (IA, n = 859), skin and soft tissue (SST, n = 215), and urologic (UR, n = 78). Demographics, comorbidities, and clinical presentation were compared. Outcomes included 90-d mortality, respiratory and renal failure, length of stay, and discharge disposition. Cox-proportional regression was used to model predictors of mortality; P < 0.05 was significant. RESULTS Patients with SST were younger, more likely to be diabetic and obese, but had the lowest total comorbidities. Median admission sequential organ failure assessment scores were highest for IA and STT and lowest in urologic infections. Cumulative 90-d mortality was highest for IA and RT (35% and 33%, respectively) and lowest for SST (20%) and UR (8%) (P < 0.005). Compared to the other categories, UR infections had the lowest SICU length of stay and the highest discharge-to-home (57%, P < 0.0005). Urologic infections remained an independent negative predictor of 90-d mortality (odds ratio 0.14, 95% confidence interval: 0.1-0.4), after controlling for sequential organ failure assessment. CONCLUSIONS Urologic infections remained an independent negative predictor of 90-d mortality when compared to other sources of sepsis. Characterization of sepsis source revealed distinct populations and clinical courses, highlighting the importance of understanding different sepsis phenotypes.
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Affiliation(s)
- Jordan Rosales
- The Ohio State University, Columbus, Ohio; The Division of Trauma, Critical Care, and Burn Surgery, Wexner Medical Center, Columbus, Ohio
| | - Megan Ireland
- The Ohio State University, Columbus, Ohio; The Division of Trauma, Critical Care, and Burn Surgery, Wexner Medical Center, Columbus, Ohio
| | - Kathia Gonzalez-Gallo
- The Ohio State University, Columbus, Ohio; The Division of Trauma, Critical Care, and Burn Surgery, Wexner Medical Center, Columbus, Ohio
| | - Jon Wisler
- The Ohio State University, Columbus, Ohio; The Division of Trauma, Critical Care, and Burn Surgery, Wexner Medical Center, Columbus, Ohio
| | - Anahita Jalilvand
- The Ohio State University, Columbus, Ohio; The Division of Trauma, Critical Care, and Burn Surgery, Wexner Medical Center, Columbus, Ohio.
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35
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Chantratita N, Phunpang R, Yarasai A, Dulsuk A, Yimthin T, Onofrey LA, Coston TD, Thiansukhon E, Chaisuksant S, Tanwisaid K, Chuananont S, Morakot C, Sangsa N, Chayangsu S, Silakun W, Buasi N, Chetchotisakd P, Day NPJ, Lertmemongkolchai G, West TE. Characteristics and One Year Outcomes of Melioidosis Patients in Northeastern Thailand: A Prospective, Multicenter Cohort Study. THE LANCET REGIONAL HEALTH. SOUTHEAST ASIA 2023; 9:100118. [PMID: 36570973 PMCID: PMC9788505 DOI: 10.1016/j.lansea.2022.100118] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Background Melioidosis is a neglected tropical infection caused by the environmental saprophyte Burkholderia pseudomallei. Methods We conducted a prospective, observational study at nine hospitals in northeastern Thailand, a hyperendemic melioidosis zone, to define current characteristics of melioidosis patients and quantify outcomes over one year. Findings 2574 individuals hospitalised with culture-confirmed melioidosis were screened and 1352 patients were analysed. The median age was 55 years, 975 (72%) were male, and 951 (70%) had diabetes. 565 (42%) patients presented with lung infection, 1042 (77%) were bacteremic, 442 (33%) received vasopressors/inotropes and 547 (40%) received mechanical ventilation. 1307 (97%) received an intravenous antibiotic against B. pseudomallei. 335/1345 (25%) patients died within one month and 448/1322 (34%) of patients died within one year. Most patients had risk factors for melioidosis, but patients without identified risk factors did not have a reduced risk of death. Of patients discharged alive, most received oral trimethoprim-sulfamethoxazole, which was associated with decreased risk of post-discharge death; 235/970 (24%) were readmitted, and 874/1015 (86%) survived to one year. Recurrent infection was detected in 17/994 patients (2%). Patients with risk factors other than diabetes had increased risk of death and increased risk of hospital readmission. Interpretation In northeastern Thailand patients with melioidosis experience high rates of bacteremia, organ failure and death. Most patients discharged alive survive one year although all-cause readmission is common. Recurrent disease is rare. Strategies that emphasize prevention, rapid diagnosis and intensification of early clinical management are likely to have greatest impact in this and other resource-restricted regions. Funding US NIH/NIAID U01AI115520.
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Affiliation(s)
- Narisara Chantratita
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand,Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Rungnapa Phunpang
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand,Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Atchara Yarasai
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Adul Dulsuk
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand,Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Thatcha Yimthin
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Lauren A. Onofrey
- Division of Pulmonary, Critical Care & Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington, USA
| | - Taylor D. Coston
- Division of Pulmonary, Critical Care & Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington, USA
| | | | - Seksan Chaisuksant
- Department of Medicine, Khon Kaen Regional Hospital, Khon Kaen, Thailand
| | | | | | - Chumpol Morakot
- Department of Medicine, Mukdahan Hospital, Mukdahan, Thailand
| | | | | | | | - Noppol Buasi
- Department of Medicine, Sisaket Hospital, Sisaket, Thailand
| | | | - Nicholas PJ Day
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand,Center of Tropical Medicine and Global Health, University of Oxford, Oxford, UK
| | - Ganjana Lertmemongkolchai
- Department of Medical Technology, Faculty of Associated Medical Science, Chiang Mai University, Chiang Mai, Thailand,The Centre for Research and Development of Medical Diagnostic Laboratories, Khon Kaen University, Khon Kaen, Thailand
| | - T. Eoin West
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand,Division of Pulmonary, Critical Care & Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington, USA,Department of Global Health, University of Washington, Seattle, Washington, USA
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Yang CH, Chen YA, Bin PJ, Ou SM, Tarng DC. Associations of the Serum Total Carbon Dioxide Level with Long-Term Clinical Outcomes in Sepsis Survivors. Infect Dis Ther 2023; 12:687-701. [PMID: 36749474 PMCID: PMC9925627 DOI: 10.1007/s40121-023-00765-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 01/26/2023] [Indexed: 02/08/2023] Open
Abstract
INTRODUCTION Sepsis is characterized by a dysregulated host response to infection that leads to multiple organ dysfunction and often complicated with metabolic acidosis. However, the associations between serum total carbon dioxide level (TCO2) and long-term clinical outcomes in sepsis survivors remains unknown. METHODS A total of 7212 sepsis survivors aged ≥ 20 years who were discharged from January 1, 2008 to December 31, 2018 were included in our analyses. The sepsis survivors were further divided into high TCO2 (≥ 18 mmol/L) and low TCO2 (< 18 mmol/L) groups, comprising 5023 and 2189 patients, respectively. The following outcomes of interest were included: all-cause mortality, myocardial infarction, ischemic stroke, hospitalization for heart failure, ventricular arrhythmia, and end-stage renal disease (ESRD). RESULTS After propensity score matching, the low TCO2 group was at higher risks of all-cause mortality (hazard ratio [HR] 1.28, 95% confidence interval [95% CI] 1.18-1.39), myocardial infarction (HR 1.83, 95% CI 1.39-2.43), and ESRD (HR 1.38, 95% CI 1.16-1.64) than the high TCO2 group. The results remained similar after considering death as a competing risk. CONCLUSION Patients discharged from hospitalization for sepsis have higher risks of worse long-term clinical outcomes. Physicians may need to pay more attention to sepsis survivors whose TCO2 was low.
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Affiliation(s)
- Ching Han Yang
- Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, 201, Section 2, Shih-Pai Road, Taipei, 11217, Taiwan
| | - Yee-An Chen
- Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, 201, Section 2, Shih-Pai Road, Taipei, 11217, Taiwan
| | - Pin-Jie Bin
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Shuo-Ming Ou
- Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, 201, Section 2, Shih-Pai Road, Taipei, 11217, Taiwan.
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
| | - Der-Cherng Tarng
- Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, 201, Section 2, Shih-Pai Road, Taipei, 11217, Taiwan.
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
- Department and Institute of Physiology, National Yang-Ming University, Taipei, Taiwan.
- Department and Institute of Physiology, National Yang Ming Chiao Tung University, Taipei, Taiwan.
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Histone Citrullination Mediates a Protective Role in Endothelium and Modulates Inflammation. Cells 2022; 11:cells11244070. [PMID: 36552833 PMCID: PMC9777278 DOI: 10.3390/cells11244070] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 12/10/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022] Open
Abstract
NETosis is a key host immune process against a pathogenic infection during innate immune activation, consisting of a neutrophil "explosion" and, consequently, NET formation, containing mainly DNA, histones, and other nuclear proteins. During sepsis, an exacerbated immune host response to an infection occurs, activating the innate immunity and NETosis events, which requires histone H3 citrullination. Our group compared the circulating histone levels with those citrullinated H3 levels in plasma samples of septic patients. In addition, we demonstrated that citrullinated histones were less cytotoxic for endothelial cells than histones without this post-translational modification. Citrullinated histones did not affect cell viability and did not activate oxidative stress. Nevertheless, citrullinated histones induced an inflammatory response, as well as regulatory endothelial mechanisms. Furthermore, septic patients showed elevated levels of circulating citrullinated histone H3, indicating that the histone citrullination is produced during the first stages of sepsis, probably due to the NETosis process.
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Lehman KD. Evidence-based updates to the 2021 Surviving Sepsis Campaign guidelines Part 2: Guideline review and clinical application. Nurse Pract 2022; 47:28-35. [PMID: 36399145 DOI: 10.1097/01.npr.0000884888.21622.e3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
ABSTRACT NPs should be prepared to screen for sepsis, initiate treatment, and optimize care for sepsis survivors. The 2021 Surviving Sepsis Campaign guidelines offer best practices for identification and management of sepsis and septic shock. This article, second in a 2-part series, presents evidence updates and discusses implications for NPs.
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Affiliation(s)
- Karen D Lehman
- Karen D. Lehman is a hospitalist NP and PRN ED NP at NMC Health in Newton, Kan., an ED NP with Docs Who Care based in Olathe, Kan., and a hospice NP with Harry Hynes Memorial Hospice in Wichita, Kan
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Parsons Leigh J, Brundin-Mather R, Moss SJ, Nickel A, Parolini A, Walsh D, Bigham BL, Carter AJE, Fox-Robichaud A, Fiest KM. Public awareness and knowledge of sepsis: a cross-sectional survey of adults in Canada. Crit Care 2022; 26:337. [PMID: 36329489 PMCID: PMC9632573 DOI: 10.1186/s13054-022-04215-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 10/15/2022] [Indexed: 11/06/2022] Open
Abstract
Background Sepsis is a life-threatening complication of the body’s response to infection. The financial, medical, and psychological costs of sepsis to individuals and to the healthcare system are high. Most sepsis cases originate in the community, making public awareness of sepsis essential to early diagnosis and treatment. There has been no comprehensive examination of adult’s sepsis knowledge in Canada. Methods We administered an online structured survey to English- or French-literate adults in Canada. The questionnaire comprised 28 questions in three domains: awareness, knowledge, and information access. Sampling was stratified by age, sex, and geography and weighted to 2016 census data. We used descriptive statistics to summarize responses; demographic differences were tested using the Rao–Scott correction for weighted chi-squared tests and associations using multiple variable regression. Results Sixty-one percent of 3200 adults sampled had heard of sepsis. Awareness differed by respondent’s residential region, sex, education, and ethnic group (p < 0.001, all). The odds of having heard of sepsis were higher for females, older adults, respondents with some or completed college/university education, and respondents who self-identified as Black, White, or of mixed ethnicity (p < 0.01, all). Respondent’s knowledge of sepsis definitions, symptoms, risk factors, and prevention measures was generally low (53.0%, 31.5%, 16.5%, and 36.3%, respectively). Only 25% of respondents recognized vaccination as a preventive strategy. The strongest predictors of sepsis knowledge were previous exposure to sepsis, healthcare employment, female sex, and a college/university education (p < 0.001, all). Respondents most frequently reported hearing about sepsis through television (27.7%) and preferred to learn about sepsis from healthcare providers (53.1%). Conclusions Sepsis can quickly cause life-altering physical and psychological effects and 39% of adults sampled in Canada have not heard of it. Critically, a minority (32%) knew about signs, risk factors, and strategies to lower risk. Education initiatives should focus messaging on infection prevention, employ broad media strategies, and use primary healthcare providers to disseminate evidence-based information. Future work could explore whether efforts to raise public awareness of sepsis might be bolstered or hindered by current discourse around COVID-19, particularly those centered on vaccination. Supplementary Information The online version contains supplementary material available at 10.1186/s13054-022-04215-6.
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Affiliation(s)
- Jeanna Parsons Leigh
- Faculty of Health, School of Health Administration, Dalhousie University, Halifax, NS, Canada. .,Department of Critical Care Medicine, Dalhousie University, Halifax, NS, Canada.
| | | | - Stephana Julia Moss
- Faculty of Health, School of Health Administration, Dalhousie University, Halifax, NS, Canada.,Department of Critical Care, CRISMA Center, University of Pittsburgh, Pittsburgh, PA, 15260, USA
| | - Angie Nickel
- Department of Critical Care Medicine, University of Calgary, Calgary, AB, Canada
| | - Ariana Parolini
- Department of Critical Care Medicine, University of Calgary, Calgary, AB, Canada
| | - Deirdre Walsh
- Department of Critical Care Medicine, University of Calgary, Calgary, AB, Canada
| | - Blair L Bigham
- Division of Critical Care, Department of Anesthesia, Stanford University, Stanford, CA, USA
| | - Alix J E Carter
- Department of Emergency Medicine, Dalhousie University, Halifax, NS, Canada.,Emergency Health Services Nova Scotia, Halifax, NS, Canada
| | - Alison Fox-Robichaud
- Division of Critical Care, Department of Medicine, McMaster University, Hamilton, ON, Canada.,Hamilton Health Sciences, Hamilton, ON, Canada
| | - Kirsten M Fiest
- Department of Critical Care Medicine, University of Calgary, Calgary, AB, Canada.,Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Canada
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Lehman KD. Evidence-based updates to the 2021 Surviving Sepsis Campaign guidelines: Part 1: Background, pathophysiology, and emerging treatments. Nurse Pract 2022; 47:24-30. [PMID: 36287733 DOI: 10.1097/01.npr.0000884868.44595.f6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
ABSTRACT Sepsis identification and treatment has changed significantly over the last few decades. Despite this, sepsis is still associated with significant morbidity and mortality. This first of a two-part series reviews the history of modern sepsis and presents new research in pathophysiology, treatment, and postsepsis care.
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Affiliation(s)
- Karen D Lehman
- Karen D. Lehman is a hospitalist NP and PRN ED NP at NMC Health in Newton, Kan., an ED NP with Docs Who Care based in Olathe, Kan., and a hospice NP with Harry Hynes Memorial Hospice in Wichita, Kan
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41
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Nurses' Knowledge Regarding Nursing Surveillance of the Septic Patient. CLIN NURSE SPEC 2022; 36:309-316. [DOI: 10.1097/nur.0000000000000704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Brinkworth JF, Shaw JG. On race, human variation, and who gets and dies of sepsis. AMERICAN JOURNAL OF BIOLOGICAL ANTHROPOLOGY 2022. [PMCID: PMC9544695 DOI: 10.1002/ajpa.24527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Jessica F. Brinkworth
- Department of Anthropology University of Illinois Urbana‐Champaign Urbana Illinois USA
- Carl R. Woese Institute for Genomic Biology University of Illinois at Urbana‐Champaign Urbana Illinois USA
- Department of Evolution, Ecology and Behavior University of Illinois Urbana‐Champaign Urbana Illinois USA
| | - J. Grace Shaw
- Department of Anthropology University of Illinois Urbana‐Champaign Urbana Illinois USA
- Carl R. Woese Institute for Genomic Biology University of Illinois at Urbana‐Champaign Urbana Illinois USA
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Owen A, Patel JM, Parekh D, Bangash MN. Mechanisms of Post-critical Illness Cardiovascular Disease. Front Cardiovasc Med 2022; 9:854421. [PMID: 35911546 PMCID: PMC9334745 DOI: 10.3389/fcvm.2022.854421] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 06/22/2022] [Indexed: 11/13/2022] Open
Abstract
Prolonged critical care stays commonly follow trauma, severe burn injury, sepsis, ARDS, and complications of major surgery. Although patients leave critical care following homeostatic recovery, significant additional diseases affect these patients during and beyond the convalescent phase. New cardiovascular and renal disease is commonly seen and roughly one third of all deaths in the year following discharge from critical care may come from this cluster of diseases. During prolonged critical care stays, the immunometabolic, inflammatory and neurohumoral response to severe illness in conjunction with resuscitative treatments primes the immune system and parenchymal tissues to develop a long-lived pro-inflammatory and immunosenescent state. This state is perpetuated by persistent Toll-like receptor signaling, free radical mediated isolevuglandin protein adduct formation and presentation by antigen presenting cells, abnormal circulating HDL and LDL isoforms, redox and metabolite mediated epigenetic reprogramming of the innate immune arm (trained immunity), and the development of immunosenescence through T-cell exhaustion/anergy through epigenetic modification of the T-cell genome. Under this state, tissue remodeling in the vascular, cardiac, and renal parenchymal beds occurs through the activation of pro-fibrotic cellular signaling pathways, causing vascular dysfunction and atherosclerosis, adverse cardiac remodeling and dysfunction, and proteinuria and accelerated chronic kidney disease.
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Affiliation(s)
- Andrew Owen
- Department of Critical Care, Queen Elizabeth Hospital, University Hospitals Birmingham, Birmingham, United Kingdom
- Birmingham Acute Care Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
| | - Jaimin M. Patel
- Department of Critical Care, Queen Elizabeth Hospital, University Hospitals Birmingham, Birmingham, United Kingdom
- Birmingham Acute Care Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
| | - Dhruv Parekh
- Department of Critical Care, Queen Elizabeth Hospital, University Hospitals Birmingham, Birmingham, United Kingdom
- Birmingham Acute Care Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
| | - Mansoor N. Bangash
- Department of Critical Care, Queen Elizabeth Hospital, University Hospitals Birmingham, Birmingham, United Kingdom
- Birmingham Acute Care Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
- *Correspondence: Mansoor N. Bangash
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Targeting the alternative oxidase (AOX) for human health and food security, a pharmaceutical and agrochemical target or a rescue mechanism? Biochem J 2022; 479:1337-1359. [PMID: 35748702 PMCID: PMC9246349 DOI: 10.1042/bcj20180192] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 05/23/2022] [Accepted: 06/07/2022] [Indexed: 11/25/2022]
Abstract
Some of the most threatening human diseases are due to a blockage of the mitochondrial electron transport chain (ETC). In a variety of plants, fungi, and prokaryotes, there is a naturally evolved mechanism for such threats to viability, namely a bypassing of the blocked portion of the ETC by alternative enzymes of the respiratory chain. One such enzyme is the alternative oxidase (AOX). When AOX is expressed, it enables its host to survive life-threatening conditions or, as in parasites, to evade host defenses. In vertebrates, this mechanism has been lost during evolution. However, we and others have shown that transfer of AOX into the genome of the fruit fly and mouse results in a catalytically engaged AOX. This implies that not only is the AOX a promising target for combating human or agricultural pathogens but also a novel approach to elucidate disease mechanisms or, in several cases, potentially a therapeutic cure for human diseases. In this review, we highlight the varying functions of AOX in their natural hosts and upon xenotopic expression, and discuss the resulting need to develop species-specific AOX inhibitors.
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Kowalkowski MA, Rios A, McSweeney J, Murphy S, McWilliams A, Chou SH, Hetherington T, Rossman W, Taylor SP. Effect of a Transitional Care Intervention on Rehospitalization and Mortality after Sepsis: A 12-Month Follow-up of a Randomized Clinical Trial. Am J Respir Crit Care Med 2022; 206:783-786. [PMID: 35608544 DOI: 10.1164/rccm.202203-0590le] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Marc A Kowalkowski
- Atrium Health, 2351, Center for Outcomes Research and Evaluation , Charlotte, North Carolina, United States;
| | - Aleta Rios
- Atrium Health, 2351, Charlotte, North Carolina, United States
| | - Joan McSweeney
- Atrium Health, 2351, Charlotte, North Carolina, United States
| | - Stephanie Murphy
- Atrium Health, 2351, Hospital Medicine, Charlotte, North Carolina, United States
| | - Andrew McWilliams
- Atrium Health, 2351, Center for Outcomes Research and Evaluation , Charlotte, North Carolina, United States
| | - Shih-Hsiung Chou
- Atrium Health, 2351, Center for Outcomes Research and Evaluation, Charlotte, North Carolina, United States
| | - Timothy Hetherington
- Atrium Health, 2351, Center for Outcomes Research and Evaluation, Charlotte, North Carolina, United States
| | - Whitney Rossman
- Atrium Health, 2351, Center for Outcomes Research and Evaluation, Charlotte, North Carolina, United States
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Liu K, Kotani T, Nakamura K, Chihiro T, Morita Y, Ishii K, Fujizuka K, Yasumura D, Taniguchi D, Hamagami T, Shimojo N, Nitta M, Hongo T, Akieda K, Atsuo M, Kaneko T, Sakuda Y, Andoh K, Nagatomi A, Tanaka Y, Irie Y, Kamijo H, Hanazawa M, Kasugai D, Ayaka M, Oike K, Lefor AK, Takahashi K, Katsukawa H, Ogura T. Effects of evidence-based ICU care on long-term outcomes of patients with sepsis or septic shock (ILOSS): protocol for a multicentre prospective observational cohort study in Japan. BMJ Open 2022; 12:e054478. [PMID: 35351710 PMCID: PMC8961143 DOI: 10.1136/bmjopen-2021-054478] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 03/09/2022] [Indexed: 12/11/2022] Open
Abstract
INTRODUCTION Sepsis is not only the leading cause of death in the intensive care unit (ICU) but also a major risk factor for physical and cognitive impairment and mental disorders, known as postintensive care syndrome (PICS), reduced health-related quality of life (HRQoL) and even mental health disorders in patient families (PICS-family; PICS-F). The ABCDEF bundle is strongly recommended to overcome them, while the association between implementing the bundle and the long-term outcomes is also unknown. METHODS AND ANALYSIS This is a multicentre prospective observational study at 26 ICUs. All consecutive patients between 1 November 2020 and 30 April 2022, who are 18 years old or older and expected to stay in an ICU for more than 48 hours due to sepsis or septic shock, are enrolled. Follow-up to evaluate survival and PICS/ PICS-F will be performed at 3, 6 and 12 months and additionally every 6 months up to 5 years after hospital discharge. Primary outcomes include survival at 12 months, which is the primary outcome, and the incidence of PICS defined as the presence of any physical impairment, cognitive impairment or mental disorders. PICS assessment scores, HRQoL and employment status are evaluated. The association between the implementation rate for the ABCDEF bundle and for each of the individual elements and long-term outcomes will be evaluated. The PICS-F, defined as the presence of mental disorders, and HRQoL of the family is also assessed. Additional analyses with data up to 5 years follow-up are planned. ETHICS AND DISSEMINATION This study received ethics approvals from Saiseikai Utsunomiya Hospital (2020-42) and all other participating institutions and was registered in the University Hospital Medical Information Network Clinical Trials Registry. Informed consent will be obtained from all patients. The findings will be published in peer-reviewed journals and presented at scientific conferences. TRIAL REGISTRATION NUMBER UMIN000041433.
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Affiliation(s)
- Keibun Liu
- Critical Care Research Group, The Prince Charles Hospital, Brisbane, Queensland, Australia
| | - Toru Kotani
- Department of Intensive Care Medicine, Showa University School of Medicine, Tokyo, Japan
| | - Kensuke Nakamura
- Department of Emergency and Critical Care Medicine, Hitachi General Hospital, Hitachi, Ibaraki, Japan
| | - Takai Chihiro
- Department of Emergency Medicine and Critical Care Medicine, Tochigi prefectural emergency and critical care center, Saiseikai Utsunomiya Hospital, Utsunomiya, Tochigi, Japan
| | - Yasunari Morita
- Department of Emergency and Intensive Care Medicine, National Hospital Organization Nagoya Medical Center, Nagoya, Japan
| | - Kenzo Ishii
- Department of Anesthesiology, Intensive Care Unit, Fukuyama City Hospital, Fukuyama, Hiroshima, Japan
| | - Kenji Fujizuka
- Advanced Medical Emergency Department and Critical Care Center, Japan Red Cross Maebashi Hospital, Maebashi, Maebashi, Japan
| | - Daisetsu Yasumura
- Department of Rehabilitation, Naha City Hospital, Naha, Okinawa, Japan
| | - Daisuke Taniguchi
- Tajima Emergency & Critical Care Medical Center, Toyooka Public Hospital, Toyooka, Japan
| | - Tomohiro Hamagami
- Tajima Emergency & Critical Care Medical Center, Toyooka Public Hospital, Toyooka, Japan
| | - Nobutake Shimojo
- Emergency and Critical Care Medicine, University of Tsukuba Faculty of Medicine, Tsukuba, Ibaraki, Japan
| | - Masakazu Nitta
- Department of Intensive Care Unit, Niigata University Medical and Dental Hospital, Niigata, Niigata, Japan
| | - Takashi Hongo
- Emergency Department, Okayama Saiseikai General Hospital, Okayama, Japan
| | - Kazuki Akieda
- Department of Emergency Medicine, SUBARU Health Insurance Society Ota Memorial Hospital, Ota, Japan
| | - Maeda Atsuo
- Department of Emergency and Disaster Medicine, Showa University Fujigaoka Hospital, Yokohama, Kanagawa, Japan
| | - Tadashi Kaneko
- Emergency and Critical Care Center, Mie University Hospital, Tsu, Mie, Japan
| | - Yutaka Sakuda
- Department of Intensive Care Medicine, Okinawa Kyodo Hospital, Naha, Okinawa, Japan
| | - Kohkichi Andoh
- Division of Anesthesiology, Sendai City Hospital, Sendai, Miyagi, Japan
| | - Akiyoshi Nagatomi
- Department of Emergency medicine and Critical Care, St. Marianna University School of Medicine, Yokohama-City Seibu Hospital, Yokohama, Japan
| | - Yukiko Tanaka
- Department of emergency, Tsukuba Medical Center Hospital, Tsukuba, Ibaraki, Japan
| | - Yuhei Irie
- Department of Emergency and Critical care medicine, Fukuoka University Hospital, Fukuoka, Japan
| | - Hiroshi Kamijo
- Intensive Care Unit, Shinshu University Hospital, Matsumoto, Nagano, Japan
| | - Manabu Hanazawa
- Department of Rehabilitation, Japan Red Cross Narita Hospital, Narita, Japan
| | - Daisuke Kasugai
- Department of Emergency and Critical Care Medicine, Nagoya University Graduate School of Medicine Faculty of Medicine, Nagoya, Aichi, Japan
| | - Matsuoka Ayaka
- Department of Emergency and Critical Care Medicine Faculty, Saga University Hospital, Saga, Saga, Japan
| | - Kenji Oike
- Department of Rehabilitation, Tsuchiura Kyodo General Hospital, Tsuchiura, Japan
| | | | - Kunihiko Takahashi
- M & D Data Science Center, Tokyo Medical and Dental University, Bunkyo-ku, Tokyo, Japan
| | | | - Takayuki Ogura
- Department of Emergency Medicine and Critical Care Medicine, Tochigi prefectural emergency and critical care center, Saiseikai Utsunomiya Hospital, Utsunomiya, Tochigi, Japan
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Chan MC, Pai KC, Su SA, Wang MS, Wu CL, Chao WC. Explainable machine learning to predict long-term mortality in critically ill ventilated patients: a retrospective study in central Taiwan. BMC Med Inform Decis Mak 2022; 22:75. [PMID: 35337303 PMCID: PMC8953968 DOI: 10.1186/s12911-022-01817-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 03/21/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Machine learning (ML) model is increasingly used to predict short-term outcome in critically ill patients, but the study for long-term outcome is sparse. We used explainable ML approach to establish 30-day, 90-day and 1-year mortality prediction model in critically ill ventilated patients. METHODS We retrospectively included patients who were admitted to intensive care units during 2015-2018 at a tertiary hospital in central Taiwan and linked with the Taiwanese nationwide death registration data. Three ML models, including extreme gradient boosting (XGBoost), random forest (RF) and logistic regression (LR), were used to establish mortality prediction model. Furthermore, we used feature importance, Shapley Additive exPlanations (SHAP) plot, partial dependence plot (PDP), and local interpretable model-agnostic explanations (LIME) to explain the established model. RESULTS We enrolled 6994 patients and found the accuracy was similar among the three ML models, and the area under the curve value of using XGBoost to predict 30-day, 90-day and 1-year mortality were 0.858, 0.839 and 0.816, respectively. The calibration curve and decision curve analysis further demonstrated accuracy and applicability of models. SHAP summary plot and PDP plot illustrated the discriminative point of APACHE (acute physiology and chronic health exam) II score, haemoglobin and albumin to predict 1-year mortality. The application of LIME and SHAP force plots quantified the probability of 1-year mortality and algorithm of key features at individual patient level. CONCLUSIONS We used an explainable ML approach, mainly XGBoost, SHAP and LIME plots to establish an explainable 1-year mortality prediction ML model in critically ill ventilated patients.
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Affiliation(s)
- Ming-Cheng Chan
- Division of Critical Care and Respiratory Therapy, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- College of Science, Tunghai University, Taichung, Taiwan
| | - Kai-Chih Pai
- College of Engineering, Tunghai University, Taichung, Taiwan
| | - Shao-An Su
- Artificial Intelligence Center, Tunghai University, Taichung, Taiwan
| | - Min-Shian Wang
- Artificial Intelligence Studio, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Chieh-Liang Wu
- Artificial Intelligence Studio, Taichung Veterans General Hospital, Taichung, Taiwan.
- Department of Critical Care Medicine, Taichung Veterans General Hospital, Taichung, Taiwan.
- Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung, Taiwan.
- College of Medicine, Chung Hsing University, Taichung, Taiwan.
- Department of Automatic Control Engineering, Feng Chia University, Taichung, Taiwan.
| | - Wen-Cheng Chao
- Department of Critical Care Medicine, Taichung Veterans General Hospital, Taichung, Taiwan.
- College of Medicine, Chung Hsing University, Taichung, Taiwan.
- Department of Automatic Control Engineering, Feng Chia University, Taichung, Taiwan.
- Big Data Center, National Chung Hsing University, Taichung, Taiwan.
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48
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Luo M, Chen Y, Cheng Y, Li N, Qing H. Association between hematocrit and the 30-day mortality of patients with sepsis: A retrospective analysis based on the large-scale clinical database MIMIC-IV. PLoS One 2022; 17:e0265758. [PMID: 35324947 PMCID: PMC8947025 DOI: 10.1371/journal.pone.0265758] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 03/07/2022] [Indexed: 11/23/2022] Open
Abstract
This research sought to ascertain the relationship between hematocrit (HCT) and mortality in patients with sepsis. Methods: A retrospective analysis was conducted on the clinical data of septic patients who were hospitalized between 2008 and 2019 in an advanced academic medical center in Boston, Massachusetts, registered in the Medical Information Mart for Intensive Care IV (MIMIC-IV) database, We analyzed basic information including gender, age, race, and types of the first admission, laboratory indicators including HCT, platelets, white blood cells, albumin, bilirubin, hemoglobin, and serum creatinine, and 30-day mortality. A Cox proportional hazards regression model was utilized to analyze the relationship between HCT and 30-day mortality in patients with sepsis. Results: This research recruited 2057 patients who met the research requirements from 2008 to 2019. According to the HCT level, it was classified into the low HCT level, the regular HCT level, and the high HCT level. The 30-day mortality rate was 62.6%, 27.5%, and 9.9% for patients with the low HCT level, the regular HCT level, and the high HCT level, respectively (p < 0.05). The multivariate Cox proportional hazard regression model analysis displayed that compared with patients with the regular HCT level, the 30-day mortality of patients with the low HCT level increased by 58.9% (hazard ratio = 1.589, 95% confidence interval (CI) = 1.009–2.979, p < 0.05). Conclusion: The low HCT level is an independent risk factor for the increase of the 30-day mortality in patients with sepsis and can be used as a significant predictor of the clinical outcome of sepsis.
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Affiliation(s)
- Mengdi Luo
- ICU, Affiliated Hospital of Southwest Jiaotong University, The Third People’s Hospital of Chengdu, Chengdu, Sichuan, China
| | - Yang Chen
- ICU, Affiliated Hospital of Southwest Jiaotong University, The Third People’s Hospital of Chengdu, Chengdu, Sichuan, China
| | - Yuan Cheng
- ICU, Affiliated Hospital of Southwest Jiaotong University, The Third People’s Hospital of Chengdu, Chengdu, Sichuan, China
| | - Na Li
- Southwest Jiaotong University, Chengdu, Sichuan, China
| | - He Qing
- ICU, Affiliated Hospital of Southwest Jiaotong University, The Third People’s Hospital of Chengdu, Chengdu, Sichuan, China
- * E-mail:
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Wang TJ, Pai KC, Huang CT, Wong LT, Wang MS, Lai CM, Chen CH, Wu CL, Chao WC. A Positive Fluid Balance in the First Week Was Associated With Increased Long-Term Mortality in Critically Ill Patients: A Retrospective Cohort Study. Front Med (Lausanne) 2022; 9:727103. [PMID: 35308497 PMCID: PMC8927621 DOI: 10.3389/fmed.2022.727103] [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: 06/18/2021] [Accepted: 02/09/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction Early fluid balance has been found to affect short-term mortality in critically ill patients; however, there is little knowledge regarding the association between early cumulative fluid balance (CFB) and long-term mortality. This study aims to determine the distinct association between CFB day 1-3 (CFB 1-3) and day 4-7 (CFB 4-7) and long-term mortality in critically ill patients. Patients and Methods This study was conducted at Taichung Veterans General Hospital, a tertiary care referral center in central Taiwan, by linking the hospital critical care data warehouse 2015-2019 and death registry data of the Taiwanese National Health Research Database. The patients followed up until deceased or the end of the study on 31 December 2019. We use the log-rank test to examine the association between CFB 1-3 and CFB 4-7 with long-term mortality and multivariable Cox regression to identify independent predictors during index admission for long-term mortality in critically ill patients. Results A total of 4,610 patients were evaluated. The mean age was 66.4 ± 16.4 years, where 63.8% were men. In patients without shock, a positive CFB 4-7, but not CFB 1-3, was associated with 1-year mortality, while a positive CFB 1-3 and CFB 4-7 had a consistent and excess hazard of 1-year mortality among critically ill patients with shock. The multivariate Cox proportional hazard regression model identified that CFB 1-3 and CFB 4-7 (with per 1-liter increment, HR: 1.047 and 1.094; 95% CI 1.037-1.058 and 1.080-1.108, respectively) were independently associated with high long-term mortality in critically ill patients after adjustment of relevant covariates, including disease severity and the presence of shock. Conclusions We found that the fluid balance in the first week, especially on days 4-7, appears to be an early predictor for long-term mortality in critically ill patients. More studies are needed to validate our findings and elucidate underlying mechanisms.
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Affiliation(s)
- Tsai-Jung Wang
- Department of Critical Care Medicine, Taichung Veterans General Hospital, Taichung, Taiwan.,Division of Nephrology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Kai-Chih Pai
- College of Engineering, Tunghai University, Taichung, Taiwan.,Cloud Innovation School, Tunghai University, Taichung, Taiwan
| | - Chun-Te Huang
- Department of Critical Care Medicine, Taichung Veterans General Hospital, Taichung, Taiwan.,Division of Nephrology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Li-Ting Wong
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Minn-Shyan Wang
- Department of Critical Care Medicine, Taichung Veterans General Hospital, Taichung, Taiwan.,Artificial Intelligence Workshop, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Chun-Ming Lai
- College of Engineering, Tunghai University, Taichung, Taiwan
| | - Cheng-Hsu Chen
- Division of Nephrology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Chieh-Liang Wu
- Department of Critical Care Medicine, Taichung Veterans General Hospital, Taichung, Taiwan.,Artificial Intelligence Workshop, Taichung Veterans General Hospital, Taichung, Taiwan.,Department of Computer Science, Tunghai University, Taichung, Taiwan.,Department of Automatic Control Engineering, Feng Chia University, Taichung, Taiwan
| | - Wen-Cheng Chao
- Department of Critical Care Medicine, Taichung Veterans General Hospital, Taichung, Taiwan.,Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan.,Department of Computer Science, Tunghai University, Taichung, Taiwan.,Department of Automatic Control Engineering, Feng Chia University, Taichung, Taiwan.,Big Data Center, Chung Hsing University, Taichung, Taiwan
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50
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Angriman F, Rosella LC, Lawler PR, Ko DT, Wunsch H, Scales DC. Sepsis hospitalization and risk of subsequent cardiovascular events in adults: a population-based matched cohort study. Intensive Care Med 2022; 48:448-457. [PMID: 35142896 DOI: 10.1007/s00134-022-06634-z] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 01/21/2022] [Indexed: 12/19/2022]
Abstract
PURPOSE To determine whether surviving a first sepsis hospitalization is associated with long-term cardiovascular events. METHODS Population-based matched cohort study conducted in Ontario, Canada (2008-2017). Adult survivors (older than 18 years) of a first sepsis hospitalization were matched to adult survivors of a non-sepsis hospitalization using hard-matching and propensity score methods. Patients with pre-existing cardiovascular disease were excluded. The primary composite outcome was myocardial infarction, stroke, or cardiovascular death up to 5 years of follow-up. Secondary outcomes included venous thromboembolism and all-cause death. Cox proportional hazards models with robust standard errors were used to estimate the association of sepsis with all outcomes of interest; hazard ratios (HR) and 95% confidence intervals (CI) were calculated. Sensitivity analyses included Fine and Gray models to account for the competing risk of all-cause death and probabilistic bias analyses. RESULTS 254,241 adult sepsis survivors were matched to adult survivors of non-sepsis hospitalization episodes. Sepsis survivors experienced an increased hazard of major cardiovascular events compared to non-sepsis survivors (HR 1.30; 95% CI 1.27-1.32), which was more pronounced in younger patients (HR 1.66; 95% CI 1.36-2.02 for patients aged 40 or younger; HR 1.21; 95% CI 1.18-1.24 for patients older than 80 years). Sepsis survivors also faced an increased hazard of venous thromboembolism (HR 1.61; 95% CI 1.55-1.67) and all-cause death (HR 1.26; 95% CI 1.25-1.27). Sensitivity analyses yielded consistent results. CONCLUSIONS Adult sepsis survivors experience an increased hazard of major cardiovascular events compared to survivors of a non-sepsis hospitalization.
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Affiliation(s)
- Federico Angriman
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, ON, Canada. .,Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada. .,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.
| | - Laura C Rosella
- Epidemiology Division, Dalla Lana School of Public Health, University of Toronto, Toronto, Canada.,ICES, Toronto, Canada.,Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada.,Laboratory Medicine and Pathobiology, Temerty Faculty of Medicine, Toronto, ON, Canada
| | - Patrick R Lawler
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada.,Peter Munk Cardiac Centre, University Health Network, Toronto, Canada
| | - Dennis T Ko
- ICES, Toronto, Canada.,Schulich Heart Centre, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Hannah Wunsch
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.,ICES, Toronto, Canada
| | - Damon C Scales
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.,ICES, Toronto, Canada
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