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Hosokawa T, Kinoshita K, Ihara S, Nakagawa K, Iguchi U, Mutoh T, Sawada N, Kuwana T, Yamaguchi J, Sakurai A. Acute Abnormalities Identified on Brain Magnetic Resonance Imaging in Patients with Sepsis. Neurocrit Care 2025:10.1007/s12028-025-02235-y. [PMID: 40293694 DOI: 10.1007/s12028-025-02235-y] [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: 10/10/2024] [Accepted: 02/19/2025] [Indexed: 04/30/2025]
Abstract
BACKGROUND Sepsis often codevelops with brain damage, and the mechanisms underlying sepsis-related brain damage have been elucidated. However, only a few studies have reported the diagnostic imaging assessments for brain damage in sepsis. Therefore, in this study, we analyzed the brain magnetic resonance (MR) imaging (MRI) findings of patients with sepsis. METHODS This single-center prospective observational study included 71 patients with sepsis who underwent brain MRI, regardless of the presence or absence of shocks and acute neurological abnormalities. The MR images were classified according to the presence or absence of acute cerebral ischemia and leukoencephalopathy, with normal findings indicating neither condition. RESULTS The MR images of 18 patients (25.3%) showed acute cerebral ischemia and leukoencephalopathy. Furthermore, 44 patients (62.0%) had only leukoencephalopathy. In terms of patient demographic characteristics and neurological outcomes, significant differences were noted among patients with acute cerebral ischemia findings, those with leukoencephalopathy findings, and those with neither. There were significant differences in age (P = 0.0296), neurological findings (P = 0.0057), number of days in the intensive care unit (P = 0.0239), acute disseminated intravascular coagulation score during hospitalization (P = 0.0363), and the Katz index at discharge or transfer (P = 0.0020) among these groups. CONCLUSIONS Among patients with sepsis, 25.3% showed acute cerebral ischemia findings on brain MRI, regardless of illness severity, including hypoxia and hypotension, and presence of shock. Abnormal MRI findings were also observed in patients without acute brain dysfunction. Importantly, abnormal brain MRI findings were associated with worse neurological outcomes.
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Affiliation(s)
- Toru Hosokawa
- Division of Emergency and Critical Care Medicine, Department of Acute Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Kosaku Kinoshita
- Division of Emergency and Critical Care Medicine, Department of Acute Medicine, Nihon University School of Medicine, Tokyo, Japan.
| | - Shingo Ihara
- Division of Emergency and Critical Care Medicine, Department of Acute Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Katsuhiro Nakagawa
- Division of Emergency and Critical Care Medicine, Department of Acute Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Umefumi Iguchi
- Division of Emergency and Critical Care Medicine, Department of Acute Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Tomokazu Mutoh
- Division of Emergency and Critical Care Medicine, Department of Acute Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Nami Sawada
- Division of Emergency and Critical Care Medicine, Department of Acute Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Tsukasa Kuwana
- Division of Emergency and Critical Care Medicine, Department of Acute Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Junko Yamaguchi
- Division of Emergency and Critical Care Medicine, Department of Acute Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Atsushi Sakurai
- Division of Emergency and Critical Care Medicine, Department of Acute Medicine, Nihon University School of Medicine, Tokyo, Japan
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Sonneville R, Azabou E, Bailly P, Benghanem S, De Almeida Cardoso G, Claquin P, Cortier D, Gaudemer A, Hermann B, Jaquet P, Lambrecq V, Legouy C, Legriel S, Rambaud T, Rohaut B, Sarton B, Silva S, Sharshar T, Taccone FS, Vodovar D, Weiss N, Cerf C. Management of severe acute encephalopathy in the ICU: an expert consensus statement from the french society of intensive care medicine. Ann Intensive Care 2025; 15:37. [PMID: 40113665 PMCID: PMC11926322 DOI: 10.1186/s13613-025-01436-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Accepted: 01/11/2025] [Indexed: 03/22/2025] Open
Abstract
INTRODUCTION Acute encephalopathy in the ICU poses significant diagnostic, therapeutic, and prognostic challenges. Standardized expert guidelines on acute encephalopathy are needed to improve diagnostic methods, therapeutic decisions, and prognostication. METHODS The experts conducted a review of the literature, analysed it according to the GRADE (Grading of Recommendation, Assessment, Development and Evaluation) methodology and made proposals for guidelines, which were rated by other experts. Only expert opinions with strong agreement were selected. RESULTS The synthesis of expert work and the application of the GRADE method resulted in 39 recommendations. Among the 39 formalized recommendations, 1 had a high level of evidence (GRADE 1 +) and 10 had a low level of evidence (GRADE 2 + or 2-). These recommendations describe indication for ICU admission, use of clinical scores and EEG for diagnosis, detection of complications, and prognostication. The remaining 28 recommendations were based on expert consensus. These recomandations describe common indications for blood and CSF studies, neuroimaging, use of neuromonitoring, and provide guidelines for management in the acute phase. CONCLUSION This expert consensus statement aims to provide a structured framework to enhance the consistency and quality of care for ICU patients presenting with acute encephalopathy. By integrating high-quality evidence with expert opinion, it offers a pragmatic approach to addressing the complex nature of acute encephalopathy in the ICU, promoting best practices in patient care and facilitating future research in the field.
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Affiliation(s)
- Romain Sonneville
- Médecine intensive reanimation, Hôpital Bichat - Claude Bernard, 46 Rue Henri Huchard, 75877, Paris Cedex, France.
- Université Paris Cité, IAME, INSERM, UMR 1137, 75018, Paris, France.
| | - Eric Azabou
- Clinical Neurophysiology and Neuromodulation Unit, Departments of Physiology and Critical Care Medicine, Inserm UMR 1173, Infection and Inflammation (2I), Raymond Poincaré Hospital, Assistance Publique- Hôpitaux de Paris, University of Versailles Saint-Quentin en Yvelines (UVSQ), Paris-Saclay University, Garches, Paris, France
| | - Pierre Bailly
- Médecine intensive reanimation, CHU de Brest, Brest, France
| | - Sarah Benghanem
- Médecine intensive reanimation, Hôpital Cochin, Paris, France
| | | | - Pierre Claquin
- Médecine intensive reanimation, Hôpital Bichat - Claude Bernard, 46 Rue Henri Huchard, 75877, Paris Cedex, France
| | - David Cortier
- Service de reanimation medico-chirurgicale Hôpital Foch, Suresnes, France
| | | | - Bertrand Hermann
- Médecine intensive reanimation, Hôpital Européen Georges Pompidou, Paris, France
| | - Pierre Jaquet
- Médecine intensive reanimation, Hôpital Delafontaine, Saint Denis, France
| | - Virginie Lambrecq
- DMU Neurosciences, Département de Neurophysiologie Clinique, Paris Brain Institute - ICM, Inserm U1127, Sorbonne Université, APHP, Hôpital Pitié-Salpêtrière, CNRS-UMR7225, Paris, France
| | - Camille Legouy
- Anesthesia and intensive care department, Pole Neuro, GHU Paris Psychiatrie et Neurosciences, Sainte Anne Hospital, Paris, France
- INSERM U1266, Institute of Psychiatry and Neurosciences of Paris, Université Paris Cité, Paris, France
| | | | - Thomas Rambaud
- Service de reanimation medico-chirurgicale Hôpital Foch, Suresnes, France
| | - Benjamin Rohaut
- DMU Neurosciences - Neuro ICU, PICNIC-Lab, Sorbonne Université, APHP, Hôpital de la Pitié Salpêtrière, Paris Brain Institute - ICM, Inserm, CNRS, Paris, France
| | - Benjamine Sarton
- Service de reanimation Polyvalente Hôpital Purpan, CHU de Toulouse, Toulouse, France
| | - Stein Silva
- Service de reanimation Polyvalente Hôpital Purpan, CHU de Toulouse, Toulouse, France
| | - Tarek Sharshar
- Anesthesia and intensive care department, Pole Neuro, GHU Paris Psychiatrie et Neurosciences, Sainte Anne Hospital, Paris, France
- INSERM U1266, Institute of Psychiatry and Neurosciences of Paris, Université Paris Cité, Paris, France
| | - Fabio Silvio Taccone
- Service des Soins intensifs, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (ULB), Brussels, Belgique
| | - Dominique Vodovar
- Centre Antipoison de Paris, AP-HP, Hôpital Fernand Widal, 75010, Paris, France
- Inserm, Optimisation Thérapeutique en Neuropsychopharmacologie, Université Paris Cité, 75006, Paris, France
- UFR de médecine, Université Paris-Cité, 75010, Paris, France
| | - Nicolas Weiss
- DMU Neurosciences - Neuro ICU, PICNIC-Lab, Sorbonne Université, APHP, Hôpital de la Pitié Salpêtrière, Paris Brain Institute - ICM, Inserm, CNRS, Paris, France
| | - Charles Cerf
- Service de reanimation medico-chirurgicale Hôpital Foch, Suresnes, France
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Walker KA, Le Page LM, Terrando N, Duggan MR, Heneka MT, Bettcher BM. The role of peripheral inflammatory insults in Alzheimer's disease: a review and research roadmap. Mol Neurodegener 2023; 18:37. [PMID: 37277738 PMCID: PMC10240487 DOI: 10.1186/s13024-023-00627-2] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 05/24/2023] [Indexed: 06/07/2023] Open
Abstract
Peripheral inflammation, defined as inflammation that occurs outside the central nervous system, is an age-related phenomenon that has been identified as a risk factor for Alzheimer's disease. While the role of chronic peripheral inflammation has been well characterized in the context of dementia and other age-related conditions, less is known about the neurologic contribution of acute inflammatory insults that take place outside the central nervous system. Herein, we define acute inflammatory insults as an immune challenge in the form of pathogen exposure (e.g., viral infection) or tissue damage (e.g., surgery) that causes a large, yet time-limited, inflammatory response. We provide an overview of the clinical and translational research that has examined the connection between acute inflammatory insults and Alzheimer's disease, focusing on three categories of peripheral inflammatory insults that have received considerable attention in recent years: acute infection, critical illness, and surgery. Additionally, we review immune and neurobiological mechanisms which facilitate the neural response to acute inflammation and discuss the potential role of the blood-brain barrier and other components of the neuro-immune axis in Alzheimer's disease. After highlighting the knowledge gaps in this area of research, we propose a roadmap to address methodological challenges, suboptimal study design, and paucity of transdisciplinary research efforts that have thus far limited our understanding of how pathogen- and damage-mediated inflammatory insults may contribute to Alzheimer's disease. Finally, we discuss how therapeutic approaches designed to promote the resolution of inflammation may be used following acute inflammatory insults to preserve brain health and limit progression of neurodegenerative pathology.
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Affiliation(s)
- Keenan A Walker
- Laboratory of Behavioral Neuroscience, National Institute On Aging. Baltimore, Baltimore, MD, USA.
| | - Lydia M Le Page
- Departments of Physical Therapy and Rehabilitation Science, and Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA
| | - Niccolò Terrando
- Department of Anesthesiology, Cell Biology and Immunology, Duke University Medical Center, Durham, NC, USA
| | - Michael R Duggan
- Laboratory of Behavioral Neuroscience, National Institute On Aging. Baltimore, Baltimore, MD, USA
| | - Michael T Heneka
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
| | - Brianne M Bettcher
- Behavioral Neurology Section, Department of Neurology, University of Colorado Alzheimer's and Cognition Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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4
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Bendella Z, Widmann CN, Layer JP, Layer YL, Haase R, Sauer M, Bieler L, Lehnen NC, Paech D, Heneka MT, Radbruch A, Schmeel FC. Brain Volume Changes after COVID-19 Compared to Healthy Controls by Artificial Intelligence-Based MRI Volumetry. Diagnostics (Basel) 2023; 13:diagnostics13101716. [PMID: 37238200 DOI: 10.3390/diagnostics13101716] [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: 03/31/2023] [Revised: 05/05/2023] [Accepted: 05/11/2023] [Indexed: 05/28/2023] Open
Abstract
Cohort studies that quantify volumetric brain data among individuals with different levels of COVID-19 severity are presently limited. It is still uncertain whether there exists a potential correlation between disease severity and the effects of COVID-19 on brain integrity. Our objective was to assess the potential impact of COVID-19 on measured brain volume in patients with asymptomatic/mild and severe disease after recovery from infection, compared with healthy controls, using artificial intelligence (AI)-based MRI volumetry. A total of 155 participants were prospectively enrolled in this IRB-approved analysis of three cohorts with a mild course of COVID-19 (n = 51, MILD), a severe hospitalised course (n = 48, SEV), and healthy controls (n = 56, CTL) all undergoing a standardised MRI protocol of the brain. Automated AI-based determination of various brain volumes in mL and calculation of normalised percentiles of brain volume was performed with mdbrain software, using a 3D T1-weighted magnetisation-prepared rapid gradient echo (MPRAGE) sequence. The automatically measured brain volumes and percentiles were analysed for differences between groups. The estimated influence of COVID-19 and demographic/clinical variables on brain volume was determined using multivariate analysis. There were statistically significant differences in measured brain volumes and percentiles of various brain regions among groups, even after the exclusion of patients undergoing intensive care, with significant volume reductions in COVID-19 patients, which increased with disease severity (SEV > MILD > CTL) and mainly affected the supratentorial grey matter, frontal and parietal lobes, and right thalamus. Severe COVID-19 infection, in addition to established demographic parameters such as age and sex, was a significant predictor of brain volume loss upon multivariate analysis. In conclusion, neocortical brain degeneration was detected in patients who had recovered from SARS-CoV-2 infection compared to healthy controls, worsening with greater initial COVID-19 severity and mainly affecting the fronto-parietal brain and right thalamus, regardless of ICU treatment. This suggests a direct link between COVID-19 infection and subsequent brain atrophy, which may have major implications for clinical management and future cognitive rehabilitation strategies.
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Affiliation(s)
- Zeynep Bendella
- Department of Neuroradiology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - Catherine Nichols Widmann
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, 53127 Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
| | - Julian Philipp Layer
- Department of Radiation Oncology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, 53127 Bonn, Germany
- Institute of Experimental Oncology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, 53127 Bonn, Germany
| | - Yonah Lucas Layer
- Department of Radiation Oncology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, 53127 Bonn, Germany
| | - Robert Haase
- Department of Neuroradiology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
| | - Malte Sauer
- Department of Neuroradiology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
| | - Luzie Bieler
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, 53127 Bonn, Germany
| | - Nils Christian Lehnen
- Department of Neuroradiology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
| | - Daniel Paech
- Department of Neuroradiology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
| | - Michael T Heneka
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, 53127 Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-Belval, 4367 Luxembourg, Luxembourg
| | - Alexander Radbruch
- Department of Neuroradiology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
| | - Frederic Carsten Schmeel
- Department of Neuroradiology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, Venusberg-Campus 1, 53127 Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
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Abstract
PURPOSE OF REVIEW Sepsis, defined as life-threatening organ dysfunction caused by a dysregulated host response to infection, is a leading cause of hospital and ICU admission. The central and peripheral nervous system may be the first organ system to show signs of dysfunction, leading to clinical manifestations such as sepsis-associated encephalopathy (SAE) with delirium or coma and ICU-acquired weakness (ICUAW). In the current review, we want to highlight developing insights into the epidemiology, diagnosis, prognosis, and treatment of patients with SAE and ICUAW. RECENT FINDINGS The diagnosis of neurological complications of sepsis remains clinical, although the use of electroencephalography and electromyography can support the diagnosis, especially in noncollaborative patients, and can help in defining disease severity. Moreover, recent studies suggest new insights into the long-term effects associated with SAE and ICUAW, highlighting the need for effective prevention and treatment. SUMMARY In this manuscript, we provide an overview of recent insights and developments in the prevention, diagnosis, and treatment of patients with SAE and ICUAW.
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Affiliation(s)
- Simone Piva
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia
- Department of Anesthesia, Critical Care and Emergency, Spedali Civili University Hospital
| | - Michele Bertoni
- Department of Anesthesia, Critical Care and Emergency, Spedali Civili University Hospital
| | - Nicola Gitti
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia
| | - Francesco A. Rasulo
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia
- Department of Anesthesia, Critical Care and Emergency, Spedali Civili University Hospital
- ’Alessandra Bono’ University Research Center on Long-term Outcome in Critical Illness Survivors, University of Brescia, Brescia, Italy
| | - Nicola Latronico
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia
- Department of Anesthesia, Critical Care and Emergency, Spedali Civili University Hospital
- ’Alessandra Bono’ University Research Center on Long-term Outcome in Critical Illness Survivors, University of Brescia, Brescia, Italy
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Ramnarain D, Pouwels S, Fernández-Gonzalo S, Navarra-Ventura G, Balanzá-Martínez V. Delirium-related psychiatric and neurocognitive impairment and the association with post-intensive care syndrome-A narrative review. Acta Psychiatr Scand 2023; 147:460-474. [PMID: 36744298 DOI: 10.1111/acps.13534] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 01/21/2023] [Accepted: 01/23/2023] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Delirium is common among patients admitted to the intensive care unit (ICU) and its impact on the neurocognitive and psychiatric state of survivors is of great interest. These new-onset or worsening conditions, together with physical alterations, are called post-intensive care syndrome (PICS). Our aim is to update on the latest screening and follow-up options for psychological and cognitive sequelae of PICS. METHOD This narrative review discusses the occurrence of delirium in ICU settings and the relatively new concept of PICS. Psychiatric and neurocognitive morbidities that may occur in survivors of critical illness following delirium are addressed. Future perspectives for practice and research are discussed. RESULTS There is no "gold standard" for diagnosing delirium in the ICU, but two extensively validated tools, the confusion assessment method for the ICU and the intensive care delirium screening checklist, are often used. PICS complaints are frequent in ICU survivors who have suffered delirium and have been recognized as an important public health and socio-economic problem worldwide. Depression, anxiety, post-traumatic stress disorder, and long-term cognitive impairment are recurrently exhibited. Screening tools for these deficits are discussed, as well as the suggestion of early assessment after discharge and at 3 and 12 months. CONCLUSIONS Delirium is a complex but common phenomenon in the ICU and a risk factor for PICS. Its diagnosis is challenging with potential long-term adverse outcomes, including psychiatric and cognitive difficulties. The implementation of screening and follow-up protocols for PICS sequelae is warranted to ensure early detection and appropriate management.
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Affiliation(s)
- Dharmanand Ramnarain
- Department of Intensive Care Medicine, Elisabeth-Tweesteden Hospital, Tilburg, The Netherlands.,Department of Intensive Care Medicine, Saxenburgh Medical Center, Hardenberg, The Netherlands.,Departmentof Medical and Clinical Psychology, Center of Research on Psychological and Somatic disease (CoRPS), Tilburg University, Tilburg, The Netherlands
| | - Sjaak Pouwels
- Department of Intensive Care Medicine, Elisabeth-Tweesteden Hospital, Tilburg, The Netherlands.,Department of General, Abdominal and Minimally Invasive Surgery, Helios Klinikum, Krefeld, Germany
| | - Sol Fernández-Gonzalo
- Critical Care Center, Hospital Universitari Parc Taulí, Institut d'Investigació i Innovació Parc Taulí I3PT, Universitat Autònoma de Barcelona, Sabadell, Spain.,Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain.,Department of Clinical and Health Psychology, Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Guillem Navarra-Ventura
- Critical Care Center, Hospital Universitari Parc Taulí, Institut d'Investigació i Innovació Parc Taulí I3PT, Universitat Autònoma de Barcelona, Sabadell, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - Vicent Balanzá-Martínez
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain.,Teaching Unit of Psychiatry and Psychological Medicine, Department of Medicine, University of Valencia, Valencia, Spain
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7
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Texture Feature-Based Machine Learning Classification on MRI Image for Sepsis-Associated Encephalopathy Detection: A Pilot Study. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2023; 2023:6403556. [PMID: 36778786 PMCID: PMC9911249 DOI: 10.1155/2023/6403556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 12/21/2022] [Accepted: 12/26/2022] [Indexed: 02/05/2023]
Abstract
Objective The objective of this study was to assess the performance of combining MRI-based texture analysis with machine learning for differentiating sepsis-associated encephalopathy (SAE) from sepsis alone. Method Sixty-six MRI-T1WI images of an SAE patient and 125 images of patients with sepsis alone were collected. Frontal lobe, brain stem, hippocampus, and amygdala were selected as regions of interest (ROIs). 279 texture features of each ROI were obtained using MaZda software. After the dimension reduction, 30 highly discriminative features of each ROI were adopted to differentiate SAE from sepsis alone using the CatBoost model. Results The classification models of frontal, brain stem, hippocampus, and amygdala were constructed. The classification accuracy was above 0.83, and the area under the curve (AUC) exceeded 0.90 in the validation set. Conclusion The texture features differed between SAE patients and patients with sepsis alone in different anatomical locations, suggesting that MRI-based texture analysis with machine learning might be helpful in differentiating SAE from sepsis alone.
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Hosokawa T, Kinoshita K, Ihara S, Nakagawa K, Iguchi U, Hirabayashi M, Mutoh T, Sawada N, Kuwana T, Yamaguchi J. Relationship between brain volume reduction during the acute phase of sepsis and activities of daily living in elderly patients: A prospective cohort study. PLoS One 2023; 18:e0284886. [PMID: 37192211 DOI: 10.1371/journal.pone.0284886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Accepted: 04/11/2023] [Indexed: 05/18/2023] Open
Abstract
Brain damage in acute sepsis may be associated with poor long-term outcomes that impair reintegration into society. We aimed to clarify whether brain volume reduction occurs during the acute phase of sepsis in patients with acute brain damage. In this prospective, noninterventional observational study, brain volume reduction was evaluated by comparing head computed tomography findings at admission with those obtained during hospitalization. We examined the association between brain volume reduction and performance of the activities of daily living in 85 consecutive patients (mean age, 77 ± 12.7 years) with sepsis or septic shock. The bicaudate ratio increased in 38/58 (65.5%) patients, Evans index increased in 35/58 (60.3%) patients, and brain volume by volumetry decreased in 46/58 (79.3%) patients from the first to the second measurement, with significant increases in the bicaudate ratio (P < 0.0001) and Evans index (P = 0.0005) and a significant decrease in the brain volume by volumetry (P < 0.0001). The change rate for brain volume by volumetry was significantly correlated with the Katz index (ρ = -0.3790, P = 0.0094). In the acute phase of sepsis in this sample of older patients, 60-79% of patients showed decreased brain volumes. This was associated with a decreased capacity for performing activities of daily living.
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Affiliation(s)
- Toru Hosokawa
- Department of Acute Medicine, Division of Emergency and Critical Care Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Kosaku Kinoshita
- Department of Acute Medicine, Division of Emergency and Critical Care Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Shingo Ihara
- Department of Acute Medicine, Division of Emergency and Critical Care Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Katsuhiro Nakagawa
- Department of Acute Medicine, Division of Emergency and Critical Care Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Umefumi Iguchi
- Department of Acute Medicine, Division of Emergency and Critical Care Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Marina Hirabayashi
- Department of Acute Medicine, Division of Emergency and Critical Care Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Tomokazu Mutoh
- Department of Acute Medicine, Division of Emergency and Critical Care Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Nami Sawada
- Department of Acute Medicine, Division of Emergency and Critical Care Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Tsukasa Kuwana
- Department of Acute Medicine, Division of Emergency and Critical Care Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Junko Yamaguchi
- Department of Acute Medicine, Division of Emergency and Critical Care Medicine, Nihon University School of Medicine, Tokyo, Japan
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9
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Orhun G, Sencer S, Tüzün E, Bebek N, Ergin Özcan P, Barburoğlu M, Günver MG, Esen F. Posterior Reversible Encephalopathy in Sepsis-Associated Encephalopathy: Experience from a Single Center. Neurocrit Care 2022; 36:372-386. [PMID: 35133605 DOI: 10.1007/s12028-021-01433-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 12/29/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Sepsis-associated encephalopathy (SAE) is frequently encountered in sepsis and is often accompanied by neuroimaging findings indicating ischemia, hemorrhage, and edema. Posterior reversible encephalopathy syndrome (PRES) has been vastly underrecognized in previously reported cohorts of patients with sepsis and SAE. Our aim was to determine the prevalence and distinguishing clinical, neuroimaging, and electroencephalography features of PRES in SAE. METHODS In this prospective observational study, patients with radiologically identified PRES were selected from a consecutively enrolled cohort of 156 patients with SAE and assessed for neurological outcome using the extended Glasgow Outcome Scale for 12 months. Patients with SAE and PRES and other types of brain lesions were compared in terms of clinical and diagnostic workup features. RESULTS Fourteen of 156 patients (8.9%) were determined to be radiologically compatible with PRES, whereas 48 patients displayed other types of acute brain lesions. Patients with PRES often showed lesions in atypical regions, including frontal lobes, the corpus callosum, and the basal ganglia. Source of infection was mostly gram-negative bacteria originating from pneumonia or intraabdominal infections. Patients with PRES were not different from other patients with SAE with brain lesions in terms of features of sepsis and neurological outcome. However, patients with PRES showed increased prevalence of seizures and intraabdominal source of infection. CONCLUSIONS PRES is highly prevalent in SAE, often encompasses unusual brain regions, and usually presents with generalized seizures. Patients with SAE and PRES do not appear to have distinguishing clinical and diagnostic workup features. However, generalized seizures may serve as warning signs for presence of PRES in patients with SAE.
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Affiliation(s)
- Günseli Orhun
- Department of Anesthesiology and Intensive Care, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey.
| | - Serra Sencer
- Department of Neuroradiology, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Erdem Tüzün
- Department of Neuroscience, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Istanbul, Turkey
| | - Nerses Bebek
- Department of Neurology, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Perihan Ergin Özcan
- Department of Anesthesiology and Intensive Care, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Mehmet Barburoğlu
- Department of Neuroradiology, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | | | - Figen Esen
- Department of Anesthesiology and Intensive Care, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
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10
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Griffanti L, Raman B, Alfaro-Almagro F, Filippini N, Cassar MP, Sheerin F, Okell TW, Kennedy McConnell FA, Chappell MA, Wang C, Arthofer C, Lange FJ, Andersson J, Mackay CE, Tunnicliffe EM, Rowland M, Neubauer S, Miller KL, Jezzard P, Smith SM. Adapting the UK Biobank Brain Imaging Protocol and Analysis Pipeline for the C-MORE Multi-Organ Study of COVID-19 Survivors. Front Neurol 2021; 12:753284. [PMID: 34777224 PMCID: PMC8586081 DOI: 10.3389/fneur.2021.753284] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 10/06/2021] [Indexed: 01/08/2023] Open
Abstract
SARS-CoV-2 infection has been shown to damage multiple organs, including the brain. Multiorgan MRI can provide further insight on the repercussions of COVID-19 on organ health but requires a balance between richness and quality of data acquisition and total scan duration. We adapted the UK Biobank brain MRI protocol to produce high-quality images while being suitable as part of a post-COVID-19 multiorgan MRI exam. The analysis pipeline, also adapted from UK Biobank, includes new imaging-derived phenotypes (IDPs) designed to assess the possible effects of COVID-19. A first application of the protocol and pipeline was performed in 51 COVID-19 patients post-hospital discharge and 25 controls participating in the Oxford C-MORE study. The protocol acquires high resolution T1, T2-FLAIR, diffusion weighted images, susceptibility weighted images, and arterial spin labelling data in 17 min. The automated imaging pipeline derives 1,575 IDPs, assessing brain anatomy (including olfactory bulb volume and intensity) and tissue perfusion, hyperintensities, diffusivity, and susceptibility. In the C-MORE data, IDPs related to atrophy, small vessel disease and olfactory bulbs were consistent with clinical radiology reports. Our exploratory analysis tentatively revealed some group differences between recovered COVID-19 patients and controls, across severity groups, but not across anosmia groups. Follow-up imaging in the C-MORE study is currently ongoing, and this protocol is now being used in other large-scale studies. The protocol, pipeline code and data are openly available and will further contribute to the understanding of the medium to long-term effects of COVID-19.
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Affiliation(s)
- Ludovica Griffanti
- Department of Psychiatry, Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Human Brain Activity, University of Oxford, Oxford, United Kingdom
- Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), University of Oxford, Oxford, United Kingdom
| | - Betty Raman
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, Oxford Biomedical Research Centre (BRC) National Institute for Health Research (NIHR), University of Oxford, Oxford, United Kingdom
- Radcliffe Department of Medicine, British Heart Foundation Centre for Research Excellence, University of Oxford, Oxford, United Kingdom
| | - Fidel Alfaro-Almagro
- Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), University of Oxford, Oxford, United Kingdom
| | - Nicola Filippini
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) San Camillo Hospital, Venice, Italy
| | - Mark Philip Cassar
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, Oxford Biomedical Research Centre (BRC) National Institute for Health Research (NIHR), University of Oxford, Oxford, United Kingdom
| | - Fintan Sheerin
- Department of Radiology, Oxford University Hospitals National Health Service (NHS) Foundation Trust, Oxford, United Kingdom
| | - Thomas W. Okell
- Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), University of Oxford, Oxford, United Kingdom
| | - Flora A. Kennedy McConnell
- Mental Health & Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom
- Sir Peter Mansfield Imaging Centre, School of Medicine, University of Nottingham, Nottingham, United Kingdom
- Nottingham Biomedical Research Centre, Queens Medical Centre, University of Nottingham, Nottingham, United Kingdom
| | - Michael A. Chappell
- Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), University of Oxford, Oxford, United Kingdom
- Mental Health & Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom
- Sir Peter Mansfield Imaging Centre, School of Medicine, University of Nottingham, Nottingham, United Kingdom
- Nottingham Biomedical Research Centre, Queens Medical Centre, University of Nottingham, Nottingham, United Kingdom
| | - Chaoyue Wang
- Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), University of Oxford, Oxford, United Kingdom
| | - Christoph Arthofer
- Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), University of Oxford, Oxford, United Kingdom
| | - Frederik J. Lange
- Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), University of Oxford, Oxford, United Kingdom
| | - Jesper Andersson
- Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), University of Oxford, Oxford, United Kingdom
| | - Clare E. Mackay
- Department of Psychiatry, Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Human Brain Activity, University of Oxford, Oxford, United Kingdom
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
| | - Elizabeth M. Tunnicliffe
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, Oxford Biomedical Research Centre (BRC) National Institute for Health Research (NIHR), University of Oxford, Oxford, United Kingdom
| | - Matthew Rowland
- Nuffield Department of Clinical Neuroscience, University of Oxford, Oxford, United Kingdom
| | - Stefan Neubauer
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, Oxford Biomedical Research Centre (BRC) National Institute for Health Research (NIHR), University of Oxford, Oxford, United Kingdom
- Radcliffe Department of Medicine, British Heart Foundation Centre for Research Excellence, University of Oxford, Oxford, United Kingdom
| | - Karla L. Miller
- Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), University of Oxford, Oxford, United Kingdom
| | - Peter Jezzard
- Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), University of Oxford, Oxford, United Kingdom
| | - Stephen M. Smith
- Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging (WIN FMRIB), University of Oxford, Oxford, United Kingdom
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11
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Klinkhammer S, Horn J, Visser-Meilij JMA, Verwijk E, Duits A, Slooter AJC, van Heugten CM. Dutch multicentre, prospective follow-up, cohort study comparing the neurological and neuropsychological sequelae of hospitalised non-ICU- and ICU-treated COVID-19 survivors: a study protocol. BMJ Open 2021; 11:e054901. [PMID: 34620676 PMCID: PMC8507410 DOI: 10.1136/bmjopen-2021-054901] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
INTRODUCTION Owing to the novelty of COVID-19, there are still large knowledge gaps concerning its effect on the brain and the resulting impact on peoples' lives. This large-scale prospective follow-up study investigates COVID-19-associated brain damage, neuropsychological dysfunction and long-term impact on the well-being of patients and their close ones. It is hypothesised that structural brain damage and cognitive dysfunction primarily occur in severely ill patients, as compared with moderately ill patients. Cognitive complaints, emotional distress and impact on well-being are hypothesised to be less dependent on illness severity. METHODS AND ANALYSIS For this multicentre study, 200 patients with COVID-19 (100 intensive care unit (ICU) patients and 100 non-ICU patients) formerly hospitalised in one of the six recruiting hospitals during the first European infection wave (ie, March to June 2020) and their close ones will be recruited. At minimally 6 months posthospital discharge, patients will perform a set of neuropsychological tests and are subjected to a 3T MRI scan. Patients and close ones will fill out a set of questionnaires, also at minimally 6 months posthospital discharge and again another 6 months thereafter. Data related to COVID-19 hospitalisation will be extracted from the patients' medical records. MRI abnormalities will ultimately be related to neuropsychological test performance and questionnaire outcomes. ETHICS AND DISSEMINATION Ethics approval was granted by the medical research ethics committee of Maastricht University Medical Centre and Maastricht University (NL75102.068.20). The project is sponsored by The Brain Foundation Netherlands. Findings will be presented at national and international conferences, as well as published in peer-reviewed scientific journals. TRIAL REGISTRATION NUMBER NCT04745611.
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Affiliation(s)
- Simona Klinkhammer
- Department of Psychiatry and Neuropsychology, Maastricht University Faculty of Health Medicine and Life Sciences, Maastricht, The Netherlands
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Janneke Horn
- Department of Intensive Care, Amsterdam UMC Locatie AMC, Amsterdam, The Netherlands
- Amsterdam Neuroscience, Amsterdam UMC Locatie AMC, Amsterdam, The Netherlands
| | - Johanna M A Visser-Meilij
- Department of Rehabilitation, Physical Therapy Science and Sports, UMC Utrecht, Utrecht, The Netherlands
- UMC Utrecht Brain Center, UMC Utrecht, Utrecht, The Netherlands
| | - Esmée Verwijk
- Department of Medical Psychology, Amsterdam UMC Locatie AMC, Amsterdam, The Netherlands
- Department of Psychology, Brain and Cognition, University of Amsterdam, Amsterdam, The Netherlands
| | - Annelien Duits
- Department of Psychiatry and Neuropsychology, Maastricht University Faculty of Health Medicine and Life Sciences, Maastricht, The Netherlands
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
- Department of Medical Psychology, Maastricht UMC+, Maastricht, The Netherlands
| | - Arjen J C Slooter
- UMC Utrecht Brain Center, UMC Utrecht, Utrecht, The Netherlands
- Department of Intensive Care, UMC Utrecht, Utrecht, The Netherlands
| | - Caroline M van Heugten
- Department of Psychiatry and Neuropsychology, Maastricht University Faculty of Health Medicine and Life Sciences, Maastricht, The Netherlands
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
- Department of Neuropsychology and Psychopharmacology, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
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12
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Huang Y, Chen R, Jiang L, Li S, Xue Y. Basic research and clinical progress of sepsis-associated encephalopathy. JOURNAL OF INTENSIVE MEDICINE 2021; 1:90-95. [PMID: 36788800 PMCID: PMC9923961 DOI: 10.1016/j.jointm.2021.08.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 07/22/2021] [Accepted: 08/18/2021] [Indexed: 01/02/2023]
Abstract
Sepsis-associated encephalopathy (SAE), a major cerebral complication of sepsis, occurs in 70% of patients admitted to the intensive care unit (ICU). This condition can cause serious impairment of consciousness and is associated with a high mortality rate. Thus far, several experimental screenings and radiological techniques (e.g., electroencephalography) have been used for the non-invasive assessment of the structure and function of the brain in patients with SAE. Nevertheless, the pathogenesis of SAE is complicated and remains unclear. In the present article, we reviewed the currently available literature on the epidemiology, clinical manifestations, pathology, diagnosis, and management of SAE. However, currently, there is no ideal pharmacological treatment for SAE. Treatment targeting mitochondrial dysfunction may be useful in the management of SAE.
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Affiliation(s)
- Ying Huang
- Department of Anesthesiology and Surgical Intensive Care Unit, Xin-Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China,Corresponding author: Ying Huang, Department of Anesthesiology and Surgical Intensive Care Unit, Xin-Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 1665 Kongjiang Road, Shanghai 200092, China.
| | - Ruman Chen
- Department of Blood Purification, Hainan General Hospital Affiliated to Hainan Medical University, Haikou, Hainan 570311, China
| | - Lai Jiang
- Department of Anesthesiology and Surgical Intensive Care Unit, Xin-Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China
| | - Siyuan Li
- Department of Anesthesiology and Surgical Intensive Care Unit, Xin-Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China
| | - Yuchen Xue
- Department of Anesthesiology and Surgical Intensive Care Unit, Xin-Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China
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13
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Orhun G, Tüzün E, Bilgiç B, Ergin Özcan P, Sencer S, Barburoğlu M, Esen F. Brain Volume Changes in Patients with Acute Brain Dysfunction Due to Sepsis. Neurocrit Care 2021; 32:459-468. [PMID: 31187433 DOI: 10.1007/s12028-019-00759-8] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND Sepsis-induced brain dysfunction (SIBD) is often encountered in sepsis patients and is related to increased morbidity. No specific tests are available for SIBD, and neuroimaging findings are often normal. In this study, our aim was to analyze the diagnostic value of volumetric analysis of the brain structures and to find out its significance as a prognostic measure. METHODS In this prospective observational study, brain magnetic resonance imaging (MRI) sections of 25 consecutively enrolled SIBD patients (17 with encephalopathy and 8 with coma) and 22 healthy controls underwent volumetric evaluation by an automated segmentation method. RESULTS Ten SIBD patients had normal MRI, and 15 patients showed brain lesions or atrophy. The most prominent volume reduction was found in cerebral and cerebellar white matter, cerebral cortex, hippocampus, and amygdala, whereas deep gray matter regions and cerebellar cortex were relatively less affected. SIBD patients with normal MRI showed significantly reduced volumes in hippocampus and cerebral white matter. Caudate nuclei, putamen, and thalamus showed lower volume values in non-survivor SIBD patients, and left putamen and right thalamus showed a more pronounced volume reduction in coma patients. CONCLUSIONS Volumetric analysis of the brain appears to be a sensitive measure of volumetric changes in SIBD. Volume reduction in specific deep gray matter regions might be an indicator of unfavorable outcome.
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Affiliation(s)
- Günseli Orhun
- Department of Anesthesiology and Intensive Care, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey.
| | - Erdem Tüzün
- Department of Neuroscience, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Istanbul, Turkey
| | - Başar Bilgiç
- Behavioral Neurology and Movement Disorders Unit, Department of Neurology, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Perihan Ergin Özcan
- Department of Anesthesiology and Intensive Care, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Serra Sencer
- Department of Neuroradiology, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Mehmet Barburoğlu
- Department of Neuroradiology, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Figen Esen
- Department of Anesthesiology and Intensive Care, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
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14
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Sprung J, Warner DO, Knopman DS, Petersen RC, Mielke MM, Jack CR, Martin DP, Hanson AC, Schroeder DR, Przybelski SA, Schulte PJ, Laporta ML, Weingarten TN, Vemuri P. Brain MRI after critical care admission: A longitudinal imaging study. J Crit Care 2020; 62:117-123. [PMID: 33340966 DOI: 10.1016/j.jcrc.2020.11.024] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 10/14/2020] [Accepted: 11/30/2020] [Indexed: 12/19/2022]
Abstract
PURPOSE To investigate the association between episodes of critical care hospitalizations and delirium with structural brain changes in older adults. MATERIALS AND METHODS We included Mayo Clinic Study of Aging participants ≥60 years old at the time of study enrollment (October 29, 2004, through September 11, 2017) with available brain MRI and 'amyloid' positron emission tomography (PET) scans. We tested the hypothesis that a) intensive care unit (ICU) admission is associated with greater cortical thinning and atrophy in entorhinal cortex, inferior temporal cortex, middle temporal cortex, and fusiform cortex (Alzheimer''s disease-signature regions); b) atrophy in hippocampus and corpus callosum; c) delirium accelerates these changes; and d) ICU admission is not associated with increased deposition of cortical amyloid. RESULTS ICU admission was associated with cortical thinning in temporal, frontal, and parietal cortices, and decreases in hippocampal/corpus callosum volumes, but not Alzheimer''s disease-signature regions. For hippocampal volume, and 10 of 14 cortical thickness measurements, the change following ICU admission was significantly more pronounced for those who experienced delirium. ICU admission was not associated with an increased amyloid burden. CONCLUSIONS Critical care hospitalization is associated with accelerated brain atrophy in selected brain regions, without increases in amyloid deposition, suggesting a pathogenesis based on neurodegeneration unrelated to Alzheimer''s pathway.
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Affiliation(s)
- Juraj Sprung
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
| | - David O Warner
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
| | - David S Knopman
- Department of Neurology, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
| | - Ronald C Petersen
- Department of Neurology, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
| | - Michelle M Mielke
- Department of Neurology, Mayo Clinic College of Medicine and Science, Rochester, MN, USA; Health Sciences Research, Division of Epidemiology, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
| | - Clifford R Jack
- Department of Radiology, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
| | - David P Martin
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
| | - Andrew C Hanson
- Health Sciences Research, Division of Biomedical Statistics and Informatics, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
| | - Darrell R Schroeder
- Health Sciences Research, Division of Biomedical Statistics and Informatics, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
| | - Scott A Przybelski
- Health Sciences Research, Division of Biomedical Statistics and Informatics, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
| | - Phillip J Schulte
- Health Sciences Research, Division of Biomedical Statistics and Informatics, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
| | - Mariana L Laporta
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
| | - Toby N Weingarten
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
| | - Prashanthi Vemuri
- Department of Radiology, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
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15
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Honarmand K, Lalli RS, Priestap F, Chen JL, McIntyre CW, Owen AM, Slessarev M. Natural History of Cognitive Impairment in Critical Illness Survivors. A Systematic Review. Am J Respir Crit Care Med 2020; 202:193-201. [PMID: 32078780 PMCID: PMC7365360 DOI: 10.1164/rccm.201904-0816ci] [Citation(s) in RCA: 86] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Long-term cognitive impairment is common among ICU survivors, but its natural history remains unclear. In this systematic review, we report the frequency of cognitive impairment in ICU survivors across various time points after ICU discharge that were extracted from 46 of the 3,350 screened records. Prior studies used a range of cognitive instruments, including subjective assessments (10 studies), single or screening cognitive test such as Mini-Mental State Examination or Trail Making Tests A and B (23 studies), and comprehensive cognitive batteries (26 studies). The mean prevalence of cognitive impairment was higher with objective rather than subjective assessments (54% [95% confidence interval (CI), 51–57%] vs. 35% [95% CI, 29–41%] at 3 months after ICU discharge) and when comprehensive cognitive batteries rather than Mini-Mental State Examination were used (ICU discharge: 61% [95% CI, 38–100%] vs. 36% [95% CI, 15–63%]; 12 months after ICU discharge: 43% [95% CI, 10–78%] vs. 18% [95% CI, 10–20%]). Patients with acute respiratory distress syndrome had higher prevalence of cognitive impairment than mixed ICU patients at ICU discharge (82% [95% CI, 78–86%] vs. 48% [95% CI, 44–52%]). Although some studies repeated tests at more than one time point, the time intervals between tests were arbitrary and dictated by operational limitations of individual studies or chosen cognitive instruments. In summary, the prevalence and temporal trajectory of ICU-related cognitive impairment varies depending on the type of cognitive instrument used and the etiology of critical illness. Future studies should use modern comprehensive batteries to better delineate the natural history of cognitive recovery across ICU patient subgroups and determine which acute illness and treatment factors are associated with better recovery trajectories.
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Affiliation(s)
| | | | | | | | | | - Adrian M Owen
- Brain and Mind Institute, and.,Department of Physiology and Pharmacology, Western University, London, Ontario, Canada
| | - Marat Slessarev
- Department of Medicine.,Department of Medical Biophysics.,Brain and Mind Institute, and.,Department of Physiology and Pharmacology, Western University, London, Ontario, Canada
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16
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Heming N, Mazeraud A, Azabou E, Moine P, Annane D. Vasopressor Therapy and the Brain: Dark Side of the Moon. Front Med (Lausanne) 2020; 6:317. [PMID: 31998736 PMCID: PMC6966606 DOI: 10.3389/fmed.2019.00317] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Accepted: 12/13/2019] [Indexed: 12/14/2022] Open
Abstract
Sepsis, a leading cause of morbidity and mortality, is caused by a deregulated host response to pathogens, and subsequent life-threatening organ dysfunctions. All major systems, including the cardiovascular, respiratory, renal, hepatic, hematological, and the neurological system may be affected by sepsis. Sepsis associated neurological dysfunction is triggered by multiple factors including neuro-inflammation, excitotoxicity, and ischemia. Ischemia results from reduced cerebral blood flow, caused by extreme variations of blood pressure, occlusion of cerebral vessels, or more subtle defects of the microcirculation. International guidelines comprehensively describe the initial hemodynamic management of sepsis, revolving around the normalization of systemic hemodynamics and of arterial lactate. By contrast, the management of sepsis patients suffering from brain dysfunction is poorly detailed, the only salient point being mentioned is that sedation and analgesia should be optimized. However, sepsis and the hemodynamic consequences thereof as well as vasopressors may have severe untoward neurological consequences. The current review describes the general neurological complications, as well as the consequences of vasopressor therapy on the brain and its circulation and addresses methods for cerebral monitoring during sepsis.
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Affiliation(s)
- Nicholas Heming
- General Intensive Care Unit, Raymond Poincaré Hospital, Garches, France.,U1173 Lab Inflammation and Infection, University of Versailles SQY-Paris Saclay - INSERM, Montigny-le-Bretonneux, France
| | - Aurélien Mazeraud
- Department of Neuro-Anesthesiology and Intensive Care Medicine, Sainte-Anne Teaching Hospital, Paris-Descartes University, Paris, France
| | - Eric Azabou
- U1173 Lab Inflammation and Infection, University of Versailles SQY-Paris Saclay - INSERM, Montigny-le-Bretonneux, France.,Department of Physiology, Assistance Publique-Hôpitaux de Paris, Raymond-Poincaré Hospital, Garches, France
| | - Pierre Moine
- General Intensive Care Unit, Raymond Poincaré Hospital, Garches, France.,U1173 Lab Inflammation and Infection, University of Versailles SQY-Paris Saclay - INSERM, Montigny-le-Bretonneux, France
| | - Djillali Annane
- General Intensive Care Unit, Raymond Poincaré Hospital, Garches, France.,U1173 Lab Inflammation and Infection, University of Versailles SQY-Paris Saclay - INSERM, Montigny-le-Bretonneux, France
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17
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Abstract
PURPOSE OF REVIEW Evaluating longer term mortality, morbidity, and quality of life in survivors of critical illness is a research priority. This review details the challenges of long-term follow-up studies of critically ill patients and highlights recently proposed methodological solutions. RECENT FINDINGS Barriers to long-term follow-up studies of critical care survivors include high rates of study attrition because of death or loss to follow-up, data missingness from experienced morbidity, and lack of standardized outcome as well as reporting of key covariates. A number of recent methods have been proposed to reduce study patients attrition, including minimum data set selection and visits to transitional care or home settings, yet these have significant downsides as well. Conducting long-term follow-up even in the absence of such models carries a high expense, as personnel are very costly, and patients/families require reimbursement for their time and inconvenience. SUMMARY There is a reason why many research groups do not conduct long-term outcomes in critical care: it is very difficult. Challenges of long-term follow-up require careful consideration by study investigators to ensure our collective success in data integration and a better understanding of underlying mechanisms of mortality and morbidity seen in critical care survivorship.
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Affiliation(s)
- M. Elizabeth Wilcox
- Department of Medicine (Critical Care Medicine), Division of Respirology, University Health Network, Toronto, Canada
- Interdepartment Division of Critical Care Medicine, University of Toronto, Toronto, Canada
| | - E. Wesley Ely
- Division of Allergy, Pulmonary, and Critical Care Medicine and Center for Health Services Research, Department of Medicine, and the Critical Illness, Brain Dysfunction, and Survivorship (CIBS) Center, Vanderbilt University Medical Center, Nashville, Tennessee
- Geriatric Research, Education and Clinical Center (GRECC) Service, Department of Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, Tennessee
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18
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Abstract
Developments in the management of critically ill patients suffering organ dysfunctions have demonstrated that brain is the prominent organ to be effected during critical illness. Acute brain dysfunction due to pathologic neuroinflammatory processes associated with sepsis is commonly seen and related to morbidity and mortality in the ICU treatment. Studies reported that survivors of sepsis may suffer long-term cognitive dysfunction that affects quality of life. However, there are no specific approaches to diagnose acute brain dysfunction in the early phase to target protective measures. In recent years, imaging methods and biomarkers are the most important issues of studies. This review will address the current diagnostic approaches to acute brain dysfunction related to sepsis.
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19
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Wood MD, Khan J, Lee KFH, Maslove DM, Muscedere J, Hunt M, Scott SH, Day A, Jacobson JA, Ball I, Slessarev M, O'Regan N, English SW, McCredie V, Chasse M, Griesdale D, Boyd JG. Assessing the relationship between near-infrared spectroscopy-derived regional cerebral oxygenation and neurological dysfunction in critically ill adults: a prospective observational multicentre protocol, on behalf of the Canadian Critical Care Trials Group. BMJ Open 2019; 9:e029189. [PMID: 31243036 PMCID: PMC6597627 DOI: 10.1136/bmjopen-2019-029189] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
INTRODUCTION Survivors of critical illness frequently exhibit acute and chronic neurological complications. The underlying aetiology of this dysfunction remains unknown but may be associated with cerebral ischaemia. This study will use near-infrared spectroscopy to non-invasively quantify regional cerebral oxygenation (rSO2) to assess the association between poor rSO2 during the first 72 hours of critical illness with delirium severity, as well as long-term sensorimotor and cognitive impairment among intensive care unit (ICU) survivors. Further, the physiological determinants of rSO2 will be examined. METHODS AND ANALYSIS This multicentre prospective observational study will consider adult patients (≥18 years old) eligible for enrolment if within 24 hours of ICU admission, they require mechanical ventilation and/or vasopressor support. For 72 hours, rSO2 will be continuously recorded, while vital signs (eg, heart rate) and peripheral oxygenation saturation will be concurrently captured with data monitoring software. Arterial and central venous gases will be sampled every 12 hours for the 72 hours recording period and will include: pH, PaO2, PaCO2, and haemoglobin concentration. Participants will be screened daily for delirium with the confusion assessment method (CAM)-ICU, whereas the brief-CAM will be used on the ward. At 3 and 12 months post-ICU discharge, neurological function will be assessed with the Repeatable Battery for the Assessment of Neuropsychological Status and KINARM sensorimotor and cognitive robot-based behavioural tasks. ETHICS AND DISSEMINATION The study protocol has been approved in Ontario by a central research ethics board (Clinical Trials Ontario); non-Ontario sites will obtain local ethics approval. The study will be conducted under the guidance of the Canadian Critical Care Trials Group (CCCTG) and the results of this study will be presented at national meetings of the CCCTG for internal peer review. Results will also be presented at national/international scientific conferences. On completion, the study findings will be submitted for publication in peer-reviewed journals. TRIAL REGISTRATION NUMBER NCT03141619.
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Affiliation(s)
- Michael D Wood
- Centre For Neuroscience Studies, Queen's University, Kingston, Ontario, Canada
| | - Jasmine Khan
- Centre For Neuroscience Studies, Queen's University, Kingston, Ontario, Canada
| | - Kevin F H Lee
- School of Medicine, Queen's University, Kingston, Ontario, Canada
| | - David M Maslove
- Critical Care Medicine, Queen's University, Kingston, Ontario, Canada
| | - John Muscedere
- Critical Care Medicine, Kingston General Hospital, Kingston, Ontario, Canada
| | - Miranda Hunt
- Critical Care Medicine, Queen's University, Kingston, Ontario, Canada
| | - Stephen H Scott
- Centre For Neuroscience Studies, Queen's University, Kingston, Ontario, Canada
| | - Andrew Day
- Department of Community Health and Epidemiology and CERU, Queen's University, Kingston, Ontario, Canada
| | | | - Ian Ball
- Medicine, London Health Sciences Centre, London, Ontario, Canada
| | - Marat Slessarev
- Medicine, Division of Geriatric Medicine, Western University, London, Ontario, Canada
| | - Niamh O'Regan
- Medicine, Division of Geriatric Medicine, Western University, London, Ontario, Canada
| | - Shane W English
- Medicine (Critical Care), University of Ottawa, Ottawa, Ontario, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Victoria McCredie
- Medicine; Critical Care, University of Toronto; Toronto Western Hospital, University Health Network, Toronto, Canada
| | - Michaël Chasse
- Medicine (Critical Care), Centre Hospitalier de L'Universite de Montreal, Montréal, Quebec, Canada
| | - Donald Griesdale
- Department of Anesthesiology, Pharmacology & Therapeutics, University of British Columbia, Vancouver, British Columbia, Canada
| | - J Gordon Boyd
- Critical Care Medicine, Kingston General Hospital, Kingston, Ontario, Canada
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20
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Abstract
Delirium is a serious complication of acute illness. Little is known, however, regarding the neurobiology of delirium, largely due to challenges in studying the complex inpatient population. Neuroimaging is one noninvasive method that can be used to study structural and functional brain abnormalities associated with delirium. The purpose of this integrative literature review was to examine the content and quality of current structural neuroimaging evidence in delirium. After meeting inclusion criteria, 11 articles were included in the review. Commonly noted structural abnormalities were impaired white matter integrity, brain atrophy, ischemic lesions, edema, and inflammation. Findings demonstrated widespread alterations in several brain structures. Limitations of the studies in this review included small sample sizes, inappropriate or questionable delirium measurements, and failure to consider confounding variables. This review provides insight into possible structural changes responsible for the signs and symptoms seen in patients with delirium, but more high-quality studies are needed.
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Affiliation(s)
| | - Todd B Monroe
- 1 The Ohio State University College of Nursing, Columbus, OH, USA
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21
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Nwafor DC, Brichacek AL, Mohammad AS, Griffith J, Lucke-Wold BP, Benkovic SA, Geldenhuys WJ, Lockman PR, Brown CM. Targeting the Blood-Brain Barrier to Prevent Sepsis-Associated Cognitive Impairment. J Cent Nerv Syst Dis 2019; 11:1179573519840652. [PMID: 31007531 PMCID: PMC6456845 DOI: 10.1177/1179573519840652] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Accepted: 01/21/2019] [Indexed: 12/17/2022] Open
Abstract
Sepsis is a systemic inflammatory disease resulting from an infection. This disorder affects 750 000 people annually in the United States and has a 62% rehospitalization rate. Septic symptoms range from typical flu-like symptoms (eg, headache, fever) to a multifactorial syndrome known as sepsis-associated encephalopathy (SAE). Patients with SAE exhibit an acute altered mental status and often have higher mortality and morbidity. In addition, many sepsis survivors are also burdened with long-term cognitive impairment. The mechanisms through which sepsis initiates SAE and promotes long-term cognitive impairment in septic survivors are poorly understood. Due to its unique role as an interface between the brain and the periphery, numerous studies support a regulatory role for the blood-brain barrier (BBB) in the progression of acute and chronic brain dysfunction. In this review, we discuss the current body of literature which supports the BBB as a nexus which integrates signals from the brain and the periphery in sepsis. We highlight key insights on the mechanisms that contribute to the BBB's role in sepsis which include neuroinflammation, increased barrier permeability, immune cell infiltration, mitochondrial dysfunction, and a potential barrier role for tissue non-specific alkaline phosphatase (TNAP). Finally, we address current drug treatments (eg, antimicrobials and intravenous immunoglobulins) for sepsis and their potential outcomes on brain function. A comprehensive understanding of these mechanisms may enable clinicians to target specific aspects of BBB function as a therapeutic tool to limit long-term cognitive impairment in sepsis survivors.
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Affiliation(s)
- Divine C Nwafor
- Graduate Programs in Neuroscience, Department of Neuroscience, School of Medicine, Health Sciences Center, West Virginia University, Morgantown, WV, USA
- Department of Neuroscience, School of Medicine, Health Sciences Center, West Virginia University, Morgantown, WV, USA
| | - Allison L Brichacek
- Immunology and Microbial Pathogenesis, School of Medicine, Health Sciences Center, West Virginia University, Morgantown, WV, USA
- Department of Microbiology, Immunology, and Cell Biology, School of Medicine, Health Sciences Center, West Virginia University, Morgantown, WV, USA
| | - Afroz S Mohammad
- Department of Pharmaceutical Sciences, School of Pharmacy, Health Sciences Center, West Virginia University, Morgantown, WV, USA
| | - Jessica Griffith
- Department of Pharmaceutical Sciences, School of Pharmacy, Health Sciences Center, West Virginia University, Morgantown, WV, USA
| | - Brandon P Lucke-Wold
- Graduate Programs in Neuroscience, Department of Neuroscience, School of Medicine, Health Sciences Center, West Virginia University, Morgantown, WV, USA
| | - Stanley A Benkovic
- Department of Neuroscience, School of Medicine, Health Sciences Center, West Virginia University, Morgantown, WV, USA
| | - Werner J Geldenhuys
- Graduate Programs in Neuroscience, Department of Neuroscience, School of Medicine, Health Sciences Center, West Virginia University, Morgantown, WV, USA
- Department of Pharmaceutical Sciences, School of Pharmacy, Health Sciences Center, West Virginia University, Morgantown, WV, USA
| | - Paul R Lockman
- Graduate Programs in Neuroscience, Department of Neuroscience, School of Medicine, Health Sciences Center, West Virginia University, Morgantown, WV, USA
- Department of Pharmaceutical Sciences, School of Pharmacy, Health Sciences Center, West Virginia University, Morgantown, WV, USA
| | - Candice M Brown
- Graduate Programs in Neuroscience, Department of Neuroscience, School of Medicine, Health Sciences Center, West Virginia University, Morgantown, WV, USA
- Department of Neuroscience, School of Medicine, Health Sciences Center, West Virginia University, Morgantown, WV, USA
- Immunology and Microbial Pathogenesis, School of Medicine, Health Sciences Center, West Virginia University, Morgantown, WV, USA
- Department of Microbiology, Immunology, and Cell Biology, School of Medicine, Health Sciences Center, West Virginia University, Morgantown, WV, USA
- Center for Basic and Translational Stroke Research, Rockefeller Neuroscience Institute, Health Sciences Center, West Virginia University, Morgantown, WV, USA
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22
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Neuroimaging Findings in Sepsis-Induced Brain Dysfunction: Association with Clinical and Laboratory Findings. Neurocrit Care 2019; 30:106-117. [PMID: 30027347 DOI: 10.1007/s12028-018-0581-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Incidence and patterns of brain lesions of sepsis-induced brain dysfunction (SIBD) have been well defined. Our objective was to investigate the associations between neuroimaging features of SIBD patients and well-known neuroinflammation and neurodegeneration factors. METHODS In this prospective observational study, 93 SIBD patients (45 men, 48 women; 50.6 ± 12.7 years old) were enrolled. Patients underwent a neurological examination and brain magnetic resonance imaging (MRI). Severity-of-disease scoring systems (APACHE II, SOFA, and SAPS II) and neurological outcome scoring system (GOSE) were used. Also, serum levels of a panel of mediators [IL-1β, IL-6, IL-8, IL-10, IL-12, IL-17, IFN-γ, TNF-α, complement factor Bb, C4d, C5a, iC3b, amyloid-β peptides, total tau, phosphorylated tau (p-tau), S100b, neuron-specific enolase] were measured by ELISA. Voxel-based morphometry (VBM) was employed to available patients for assessment of neuronal loss pattern in SIBD. RESULTS MRI of SIBD patients were normal (n = 27, 29%) or showed brain lesions (n = 51, 54.9%) or brain atrophy (n = 15, 16.1%). VBM analysis showed neuronal loss in the insula, cingulate cortex, frontal lobe, precuneus, and thalamus. Patients with abnormal MRI findings had worse APACHE II, SOFA, GOSE scores, increased prevalence of delirium and mortality. Presence of MRI lesions was associated with reduced C5a and iC3b levels and brain atrophy was associated with increased p-tau levels. Regression analysis identified an association between C5a levels and presence of lesion on MRI and p-tau levels and the presence of atrophy on MRI. CONCLUSIONS Neuronal loss predominantly occurs in limbic and visceral pain perception regions of SIBD patients. Complement breakdown products and p-tau stand out as adverse neuroimaging outcome markers for SIBD.
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Wang XT, Lyu L, Tang B, Wang C, Liu DW. Delirium in Intensive Care Unit Patients: Ten Important Points of Understanding. Chin Med J (Engl) 2018; 130:2498-2502. [PMID: 29052572 PMCID: PMC5684621 DOI: 10.4103/0366-6999.216405] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Xiao-Ting Wang
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100730, China
| | - Lin Lyu
- Department of Neurology, Baotou Central Hospital, Baotou, Inner Mongolia 014040, China
| | - Bo Tang
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100730, China
| | - Cui Wang
- Department of Critical Care Medicine, The Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou 550001, China
| | - Da-Wei Liu
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100730, China
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24
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Catarina AV, Luft C, Greggio S, Venturin GT, Ferreira F, Marques EP, Rodrigues L, Wartchow K, Leite MC, Gonçalves CA, Wyse ATS, Da Costa JC, De Oliveira JR, Branchini G, Nunes FB. Fructose-1,6-bisphosphate preserves glucose metabolism integrity and reduces reactive oxygen species in the brain during experimental sepsis. Brain Res 2018; 1698:54-61. [PMID: 29932894 DOI: 10.1016/j.brainres.2018.06.024] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Revised: 05/30/2018] [Accepted: 06/17/2018] [Indexed: 12/17/2022]
Abstract
Sepsis is one of the main causes of hospitalization and mortality in Intensive Care Units. One of the first manifestations of sepsis is encephalopathy, reported in up to 70% of patients, being associated with higher mortality and morbidity. The factors that cause sepsis-associated encephalopathy (SAE) are still not well known, and may be multifactorial, as perfusion changes, neuroinflammation, oxidative stress and glycolytic metabolism alterations. Fructose-1,6-bisphosphate (FBP), a metabolite of the glycolytic route, has been reported as neuroprotective agent. The present study used an experimental sepsis model in C57BL/6 mice. We used in vivo brain imaging to evaluate glycolytic metabolism through microPET scans and the radiopharmaceutical 18F-fluoro-2-deoxy-D-glucose (18F-FDG). Brain images were obtained before and 12 h after the induction of sepsis in animals with and without FBP treatment. We also evaluated the treatment effects in the brain oxidative stress by measuring the production of reactive oxygen species (ROS), the activity of catalase (CAT) and glutathione peroxidase (GPx), and the levels of fluorescent marker 2'7'-dichlorofluorescein diacetate (DCF). There was a significant decrease in brain glucose metabolism due to experimental sepsis. A significant protective effect of FBP treatment was observed in the cerebral metabolic outcomes. FBP also modulated the production of ROS, evidenced by reduced CAT activity and lower levels of DCF. Our results suggest that FBP may be a possible candidate in the treatment of SAE.
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Affiliation(s)
- Anderson V Catarina
- Programa de Pós-graduação em Patologia, Universidade Federal de Ciências da Saúde de Porto Alegre - UFCSPA, Porto Alegre, Brazil.
| | - Carolina Luft
- Laboratório de Biofísica Celular e Inflamação, Pontifícia Universidade Católica do Rio Grande do Sul - PUCRS, Porto Alegre, Brazil
| | - Samuel Greggio
- Centro de Pesquisa Pré-Clínica, Instituto do Cérebro do Rio Grande do Sul - Brain Institute (BraIns), Pontifícia Universidade Católica do Rio Grande do Sul - PUCRS, Porto Alegre, Brazil
| | - Gianina T Venturin
- Centro de Pesquisa Pré-Clínica, Instituto do Cérebro do Rio Grande do Sul - Brain Institute (BraIns), Pontifícia Universidade Católica do Rio Grande do Sul - PUCRS, Porto Alegre, Brazil
| | - Fernanda Ferreira
- Laboratório de Neuroproteção e Doenças Neurometabólicas, Departamento de Bioquímica, Universidade Federal do Rio Grande do Sul - UFRGS, Porto Alegre, Brazil
| | - Eduardo P Marques
- Laboratório de Neuroproteção e Doenças Neurometabólicas, Departamento de Bioquímica, Universidade Federal do Rio Grande do Sul - UFRGS, Porto Alegre, Brazil
| | - Letícia Rodrigues
- Laboratório de Proteínas Ligante de Cálcio do Sistema Nervoso Central, Departamento de Bioquímica, Universidade Federal do Rio Grande do Sul - UFRGS, Porto Alegre, Brazil
| | - Krista Wartchow
- Laboratório de Proteínas Ligante de Cálcio do Sistema Nervoso Central, Departamento de Bioquímica, Universidade Federal do Rio Grande do Sul - UFRGS, Porto Alegre, Brazil
| | - Marina C Leite
- Laboratório de Proteínas Ligante de Cálcio do Sistema Nervoso Central, Departamento de Bioquímica, Universidade Federal do Rio Grande do Sul - UFRGS, Porto Alegre, Brazil
| | - Carlos A Gonçalves
- Laboratório de Proteínas Ligante de Cálcio do Sistema Nervoso Central, Departamento de Bioquímica, Universidade Federal do Rio Grande do Sul - UFRGS, Porto Alegre, Brazil
| | - Angela T S Wyse
- Laboratório de Neuroproteção e Doenças Neurometabólicas, Departamento de Bioquímica, Universidade Federal do Rio Grande do Sul - UFRGS, Porto Alegre, Brazil
| | - Jaderson C Da Costa
- Centro de Pesquisa Pré-Clínica, Instituto do Cérebro do Rio Grande do Sul - Brain Institute (BraIns), Pontifícia Universidade Católica do Rio Grande do Sul - PUCRS, Porto Alegre, Brazil
| | - Jarbas R De Oliveira
- Laboratório de Biofísica Celular e Inflamação, Pontifícia Universidade Católica do Rio Grande do Sul - PUCRS, Porto Alegre, Brazil
| | - Gisele Branchini
- Programa de Pós-graduação em Patologia, Universidade Federal de Ciências da Saúde de Porto Alegre - UFCSPA, Porto Alegre, Brazil
| | - Fernanda B Nunes
- Programa de Pós-graduação em Patologia, Universidade Federal de Ciências da Saúde de Porto Alegre - UFCSPA, Porto Alegre, Brazil; Laboratório de Biofísica Celular e Inflamação, Pontifícia Universidade Católica do Rio Grande do Sul - PUCRS, Porto Alegre, Brazil
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25
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Abstract
BACKGROUND Delirium is common in critically ill patients and its presence is associated with increased mortality and increased likelihood of poor cognitive function among survivors. However, the cause of delirium is unknown. The purpose of this study was to demonstrate the feasibility of using near-infrared spectroscopy (NIRS) to assess brain tissue oxygenation in patients with septic shock, who are at high risk of developing delirium. METHODS This prospective observational study was conducted in a 33-bed general medical surgical intensive care unit (ICU). Patients with severe sepsis or septic shock were eligible for recruitment. The FORESIGHT NIRS monitor was used to assess brain tissue oxygenation in the frontal lobes for the first 72 hours of ICU admission. Physiological data was also recorded. We used the Confusion Assessment Method-ICU to screen for delirium. RESULTS From March 1st 2014-September 30th 2014, 10 patients with septic shock were recruited. The NIRS monitor captured 81% of the available data. No adverse events were recorded. Brain tissue oxygenation demonstrated significant intra- and inter-individual variability in the way it correlated with physiological parameters, such as mean arterial pressure, heart rate, and peripheral oxygen saturation. Mean brain tissue oxygen levels were significantly lower in patients who were delirious for the majority of their ICU stay. CONCLUSION It is feasible to record brain tissue oxygenation with NIRS in patients with septic shock. This study provides the infrastructure necessary for a larger prospective observational study to further examine the relationship between brain tissue oxygenation, physiological parameters, and acute neurological dysfunction.
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26
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Jackson JC, Morandi A, Girard TD, Merkle K, Graves AJ, Thompson JL, Shintani AK, Gunther ML, Cannistraci CJ, Rogers BP, Gore JC, Warrington HJ, Ely EW, Hopkins RO. Functional brain imaging in survivors of critical illness: A prospective feasibility study and exploration of the association between delirium and brain activation patterns. J Crit Care 2015; 30:653.e1-7. [PMID: 25769901 PMCID: PMC4489139 DOI: 10.1016/j.jcrc.2015.01.017] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2014] [Revised: 01/24/2015] [Accepted: 01/26/2015] [Indexed: 11/27/2022]
Abstract
PURPOSE We undertook this pilot prospective cohort investigation to examine the feasibility of functional magnetic resonance imaging (fMRI) assessments in survivors of critical illness and to analyze potential associations between delirium and brain activation patterns observed during a working memory task (N-back) at hospital discharge and 3-month follow-up. MATERIALS AND METHODS At hospital discharge and 3 months later, fMRI assessed subjects' functional activity during an N-back task. Multiple linear regression was used to examine associations between duration of delirium and brain activity, and elastic net regression was used to assess the relationship between brain activation patterns at 3 months and cognitive outcomes at 12 months. RESULTS Of 47 patients who underwent fMRI at discharge, 38 (80%) completed the protocol; of 37 who underwent fMRI at 3 months, 34 (91%) completed the protocol. At discharge, the mean (SD) percentage of correct responses on the most challenging version (the N2 version) of the N-back task was 70.4 (23.2; range of 20-100) compared with 76 (23.4; range of 33-100) at 3 months. No association was observed between delirium duration in the hospital and brain region activity in any brain region at discharge or 3 months after adjusting for relevant covariates (P values across all 11 brain regions of interest were >.25). CONCLUSIONS Our data support the feasibility of using fMRI in survivors of critical illness at 3-month follow-up but not at discharge. In this small study, delirium was not associated with distinct or abnormal brain activation patterns, although overall performance on a cognitive task of working memory was poorer than observed in other cohorts of individuals with medically related executive dysfunction, mild cognitive impairment, and mild traumatic brain injury.
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Affiliation(s)
- James C Jackson
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN; Center for Health Services Research, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN; Department of Psychiatry, Vanderbilt University School of Medicine, Nashville, TN; Research Service, Department of Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, TN.
| | - Alessandro Morandi
- Department of Rehabilitation and Aged Care Unit, Hospital Ancelle, Cremona, Italy
| | - Timothy D Girard
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN; Center for Health Services Research, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN; Geriatric Research, Education and Clinical Center (GRECC) Service, Department of Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, TN
| | - Kristen Merkle
- Vanderbilt University Institute of Imaging Sciences, Nashville, TN
| | - Amy J Graves
- Department of Urologic Surgery, Vanderbilt University School of Medicine, Nashville, TN
| | - Jennifer L Thompson
- Department of Clinical Epidemiology and Biostatistics, Osaka University, Osaka, Japan
| | - Ayumi K Shintani
- Department of Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, TN
| | - Max L Gunther
- Vanderbilt University Institute of Imaging Sciences, Nashville, TN; Department of Psychology, Vanderbilt University, Nashville, TN; Department of Psychology, Southern Methodist University, Dallas, TX
| | | | - Baxter P Rogers
- Department of Psychiatry, Vanderbilt University School of Medicine, Nashville, TN; Department of Biomedical Engineering, Vanderbilt University School of Engineering, Nashville, TN; Department of Radiology and Radiological Sciences, Vanderbilt University School of Medicine, Nashville, TN
| | - John C Gore
- Department of Biomedical Engineering, Vanderbilt University School of Engineering, Nashville, TN; Department of Radiology and Radiological Sciences, Vanderbilt University School of Medicine, Nashville, TN
| | - Hillary J Warrington
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN; Center for Health Services Research, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN
| | - E Wesley Ely
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN; Center for Health Services Research, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN; Geriatric Research, Education and Clinical Center (GRECC) Service, Department of Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, TN
| | - Ramona O Hopkins
- Department of Psychology, Brigham Young University, Provo, UT; Department of Medicine, Pulmonary and Critical Care Division, Intermountain Medical Center, Murray UT; Neuroscience Center, Brigham Young University, Provo, UT
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27
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Annane D, Sharshar T. Cognitive decline after sepsis. THE LANCET RESPIRATORY MEDICINE 2014; 3:61-9. [PMID: 25434614 DOI: 10.1016/s2213-2600(14)70246-2] [Citation(s) in RCA: 205] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The modern era of sepsis management is characterised by a growing number of patients who survive in the short term and are discharged from hospital. Increasing evidence suggests that these survivors exhibit long-term neurological sequelae, particularly substantial declines in cognitive function. The exact prevalence and outcomes of these neuropsychological sequelae are unclear. The mechanisms by which sepsis induces cognitive dysfunction probably include vascular injuries and neuroinflammation that are mediated by systemic metabolism disorders and overwhelming inflammation, a disrupted blood-brain barrier, oxidative stress, and severe microglial activation, particularly within the limbic system. Interventions targeting the blood-brain barrier, glial activation, and oxidative stress have shown promise in prevention of cognitive dysfunction in various experimental models of sepsis. The next step should be to translate these favourable effects into positive clinical results.
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Affiliation(s)
- Djillali Annane
- Department of Intensive Care Medicine, Raymond Poincaré Hospital, Assistance Publique-Hôpitaux de Paris, Garches, France; University of Versailles, Montigny le Bretonneux, France.
| | - Tarek Sharshar
- Department of Intensive Care Medicine, Raymond Poincaré Hospital, Assistance Publique-Hôpitaux de Paris, Garches, France; University of Versailles, Montigny le Bretonneux, France
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28
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Lindlau A, Widmann CN, Putensen C, Jessen F, Semmler A, Heneka MT. Predictors of hippocampal atrophy in critically ill patients. Eur J Neurol 2014; 22:410-5. [PMID: 24724819 DOI: 10.1111/ene.12443] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2013] [Accepted: 03/06/2014] [Indexed: 12/20/2022]
Abstract
BACKGROUND AND PURPOSE Hippocampal atrophy is presumably one morphological sign of critical illness encephalopathy; however, predictors have not yet been determined. METHODS The data for this report derived from patients treated at the intensive care units (ICUs) of the University Hospital in Bonn in the years 2004-2006. These patients underwent structural magnetic resonance imaging 6-24 months after discharge. Volumes (intracranial, whole brain, white matter, grey matter, cerebral spinal fluid, bilateral hippocampus) were compared with healthy controls. Pro-inflammatory parameters and ICU scoring systems were explored in conjunction with brain volumes. Cut-scores were defined to differentiate patients with high from those with low inflammatory response. RESULTS Hippocampal and white matter volume were reduced in critically ill patients compared with healthy controls. Procalcitonin showed a very strong correlation (r = -0.903, P = 0.01) and interleukin-6 a moderate correlation (r = -0.538, P = 0.031) with hippocampal volume, but not with other brain volumes. C-reactive protein was linked to grey matter volume. There was no correlation with systemic inflammatory response syndrome criteria (body temperature, heart rate, respiratory rate, white blood cell count) or for hippocampal or whole brain volume. Furthermore, parameters representing severity of disease (APACHE II score, SOFA score, duration of stay and duration of mechanical ventilation) were not associated with hippocampal or other brain volumes. CONCLUSIONS This analysis suggests that high levels of procalcitonin and interleukin-6 in the blood serum of critically ill patients are associated with a high likelihood of hippocampal atrophy irrespective of the severity of disease measured by ICU scoring systems and other inflammatory parameters.
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Affiliation(s)
- A Lindlau
- Clinical Neuroscience Unit, Department of Neurology, University Hospital Bonn, Bonn, Germany
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29
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Polito A, Eischwald F, Maho AL, Polito A, Azabou E, Annane D, Chrétien F, Stevens RD, Carlier R, Sharshar T. Pattern of brain injury in the acute setting of human septic shock. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2013; 17:R204. [PMID: 24047502 PMCID: PMC4057119 DOI: 10.1186/cc12899] [Citation(s) in RCA: 102] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2012] [Accepted: 09/18/2013] [Indexed: 02/06/2023]
Abstract
Background Sepsis-associated brain dysfunction has been linked to white matter lesions (leukoencephalopathy) and ischemic stroke. Our objective was to assess the prevalence of brain lesions in septic shock patients requiring magnetic resonance imaging (MRI) for an acute neurologic change. Method Seventy-one septic shock patients were included in a prospective observational study. Patients underwent daily neurological examination. Brain MRI was obtained in patients who developed focal neurological deficit, seizure, coma, or delirium. Electroencephalogy was performed in case of coma, delirium, or seizure. Leukoencephalopathy was graded and considered present when white matter lesions were either confluent or diffuse. Patient outcome was evaluated at 6 months with the Glasgow Outcome Scale (GOS). Results We included 71 patients with median age of 65 years (56 to 76) and SAPS II at admission of 49 (38 to 60). MRI was indicated on focal neurological sign in 13 (18%), seizure in 7 (10%), coma in 33 (46%), and delirium in 35 (49%). MRI was normal in 37 patients (52%) and showed cerebral infarcts in 21 (29%), leukoencephalopathy in 15 (21%), and mixed lesions in 6 (8%). EEG malignant pattern was more frequent in patients with ischemic stroke or leukoencephalopathy. Ischemic stroke was independently associated with disseminated intravascular coagulation (DIC), focal neurologic signs, increased mortality, and worse GOS at 6 months. Conclusions Brain MRI in septic shock patients who developed acute brain dysfunction can reveal leukoencephalopathy and ischemic stroke, which is associated with DIC and increased mortality.
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Stubbs DJ, Yamamoto AK, Menon DK. Imaging in sepsis-associated encephalopathy--insights and opportunities. Nat Rev Neurol 2013; 9:551-61. [PMID: 23999468 DOI: 10.1038/nrneurol.2013.177] [Citation(s) in RCA: 68] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Sepsis-associated encephalopathy (SAE) refers to a clinical spectrum of acute neurological dysfunction that arises in the context of sepsis. Although the pathophysiology of SAE is incompletely understood, it is thought to involve endothelial activation, blood-brain barrier leakage, inflammatory cell migration, and neuronal loss with neurotransmitter imbalance. SAE is associated with a high risk of mortality. Imaging studies using MRI and CT have demonstrated changes in the brains of patients with SAE that are also seen in disorders such as stroke. Next-generation imaging techniques such as magnetic resonance spectroscopy, diffusion tensor imaging and PET, as well as experimental imaging modalities, provide options for early identification of patients with SAE, and could aid in identification of pathophysiological processes that represent possible therapeutic targets. In this Review, we explore the recent literature on imaging in SAE, relating the findings of these studies to pathological data and experimental studies to obtain insights into the pathophysiology of sepsis-associated neurological dysfunction. Furthermore, we suggest how novel imaging technologies can be used for early-stage proof-of-concept and proof-of-mechanism translational studies, which may help to improve diagnosis in SAE.
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Affiliation(s)
- Daniel J Stubbs
- Division of Anaesthesia, Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Road, Cambridge CB2 2QQ, UK
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Hopkins RO, Jackson JC. Neuroimaging after critical illness: implications for neurorehabilitation outcome. NeuroRehabilitation 2013; 31:311-8. [PMID: 23093457 DOI: 10.3233/nre-2012-0798] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Survivors of critical illness frequently have severe and long-lasting cognitive impairments and psychiatric disorders, which adversely affect functional outcomes including return to work, and quality of life. While data regarding cognitive outcomes has increased over the last 15 years, neuroimaging data in medical and surgical critical populations is extremely limited. The abrupt development of new significant cognitive impairments after critical illness along with abnormalities on neuroimaging suggest that critical illness results in new acquired brain injury, similar to that observed in other acquired brain injuries. Abnormalities on neuroimaging including cortical and subcortical lesions, brain atrophy, and white matter hyperintensities (WMH) which occur in widely distributed brain regions. Patients admitted to neurorehabilitation who received critical care related to their primary diagnosis may have sustained neurological injury from the nonspecific effects of their critical illness and as demonstrated in this review, generalized, non-specific neuroimaging findings may be observed and quantified. Given the high prevalence rate of cognitive impairments in this population, neuroimaging is important to help elucidate neuropathology of critical illness acquired brain injury and may be beneficial in guiding rehabilitation outcomes in this population.
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Affiliation(s)
- Ramona O Hopkins
- Psychology Department, Brigham Young University, Provo, UT, USA.
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Biener I, Czaplik M, Bickenbach J, Rossaint R. [Lung protective ventilation in ARDS]. Med Klin Intensivmed Notfmed 2012; 108:578-83. [PMID: 22907521 DOI: 10.1007/s00063-012-0145-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2011] [Revised: 06/20/2012] [Accepted: 07/03/2012] [Indexed: 01/08/2023]
Abstract
Mechanical ventilation (MV) is one of the most essential cornerstones of intensive care therapy. Although of pivotal importance for many patients suffering from respiratory insufficiency MV itself may further induce pathophysiological processes due to the mechanical stress exerted on the lungs. Particularly during one of the most distinctive forms of acute respiratory failure, acute respiratory distress syndrome (ARDS), a tremendous impairment of the lungs occurs characterized by heterogeneous damage where normally aerated areas coexist with consolidated and collapsed areas. Although MV is necessary for the treatment of severe hypoxemia it causes damage not only in the lungs but also in other organs due to a secondary inflammatory process in the lungs. To reduce these reactions an evidence-based concept of lung protective ventilation is essential.
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Affiliation(s)
- I Biener
- Klinik für Anästhesiologie, Universitätsklinikum Aachen, Pauwelsstr. 30, 52074, Aachen, Deutschland,
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Gunther ML, Morandi A, Krauskopf E, Pandharipande P, Girard TD, Jackson JC, Thompson J, Shintani AK, Geevarghese S, Miller RR, Canonico A, Merkle K, Cannistraci CJ, Rogers BP, Gatenby JC, Heckers S, Gore JC, Hopkins RO, Ely EW. The association between brain volumes, delirium duration, and cognitive outcomes in intensive care unit survivors: the VISIONS cohort magnetic resonance imaging study*. Crit Care Med 2012; 40:2022-32. [PMID: 22710202 PMCID: PMC3697780 DOI: 10.1097/ccm.0b013e318250acc0] [Citation(s) in RCA: 209] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Delirium duration is predictive of long-term cognitive impairment in intensive care unit survivors. Hypothesizing that a neuroanatomical basis may exist for the relationship between delirium and long-term cognitive impairment, we conducted this exploratory investigation of the associations between delirium duration, brain volumes, and long-term cognitive impairment. DESIGN, SETTING, AND PATIENTS A prospective cohort of medical and surgical intensive care unit survivors with respiratory failure or shock. MEASUREMENTS Quantitative high resolution 3-Tesla brain magnetic resonance imaging was used to calculate brain volumes at discharge and 3-month follow-up. Delirium was evaluated using the confusion assessment method for the intensive care unit; cognitive outcomes were tested at 3- and 12-month follow-up. Linear regression was used to examine associations between delirium duration and brain volumes, and between brain volumes and cognitive outcomes. RESULTS A total of 47 patients completed the magnetic resonance imaging protocol. Patients with longer duration of delirium displayed greater brain atrophy as measured by a larger ventricle-to-brain ratio at hospital discharge (0.76, 95% confidence intervals [0.10, 1.41]; p = .03) and at 3-month follow-up (0.62 [0.02, 1.21], p = .05). Longer duration of delirium was associated with smaller superior frontal lobe (-2.11 cm(3) [-3.89, -0.32]; p = .03) and hippocampal volumes at discharge (-0.58 cm(3) [-0.85, -0.31], p < .001)--regions responsible for executive functioning and memory, respectively. Greater brain atrophy (higher ventricle-to-brain ratio) at 3 months was associated with worse cognitive performances at 12 months (lower Repeatable Battery for the Assessment of Neuropsychological Status score -11.17 [-21.12, -1.22], p = .04). Smaller superior frontal lobes, thalamus, and cerebellar volumes at 3 months were associated with worse executive functioning and visual attention at 12 months. CONCLUSIONS These preliminary data show that longer duration of delirium is associated with smaller brain volumes up to 3 months after discharge, and that smaller brain volumes are associated with long-term cognitive impairment up to 12 months. We cannot, however, rule out that smaller preexisting brain volumes explain these findings.
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Affiliation(s)
- Max L. Gunther
- Department of Psychiatry, Vanderbilt University Medical Center
- Department of Radiological Sciences, Vanderbilt University Medical Center
- Vanderbilt University Institute of Imaging Sciences, Nashville, TN
- Center for Quality of Aging, Vanderbilt University Medical Center
- Center for Health Services Research in the Department of Medicine
| | - Alessandro Morandi
- Center for Quality of Aging, Vanderbilt University Medical Center
- Center for Health Services Research in the Department of Medicine
- Division of Allergy, Pulmonary, Critical Care Medicine, Center for Health Services Research, Department of Medicine, Vanderbilt University School of Medicine
| | - Erin Krauskopf
- Psychology Department, Brigham Young University, Provo, Utah
| | - Pratik Pandharipande
- Anesthesia Service, Department of Veterans Affairs Medical Center, Tennessee Valley Healthcare System
- Division of Critical Care in the Department of Anesthesiology, Vanderbilt University School of Medicine, Nashville, TN
| | - Timothy D. Girard
- Center for Quality of Aging, Vanderbilt University Medical Center
- Center for Health Services Research in the Department of Medicine
- Division of Allergy, Pulmonary, Critical Care Medicine, Center for Health Services Research, Department of Medicine, Vanderbilt University School of Medicine
- Geriatric Research, Education and Clinical Center (GRECC) Service, Department of Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, TN
| | - James C. Jackson
- Department of Psychiatry, Vanderbilt University Medical Center
- Center for Quality of Aging, Vanderbilt University Medical Center
- Center for Health Services Research in the Department of Medicine
- Geriatric Research, Education and Clinical Center (GRECC) Service, Department of Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, TN
| | - Jennifer Thompson
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, TN
| | - Ayumi K. Shintani
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, TN
| | - Sunil Geevarghese
- Division of Hepatobiliary Surgery & Liver Transplantation, Vanderbilt University School of Medicine, Nashville, TN
| | - Russell R Miller
- Department of Medicine, Pulmonary and Critical Care Division, Intermountain Medical Center, Murray Utah
| | - Angelo Canonico
- Department of Medicine, Saint Thomas Hospital, Nashville, TN
| | - Kristen Merkle
- Vanderbilt University Institute of Imaging Sciences, Nashville, TN
| | | | - Baxter P. Rogers
- Department of Radiological Sciences, Vanderbilt University Medical Center
- Vanderbilt University Institute of Imaging Sciences, Nashville, TN
- Department of Biomedical Engineering, Vanderbilt University Medical Center
| | - J. Chris Gatenby
- Department of Radiological Sciences, Vanderbilt University Medical Center
- Vanderbilt University Institute of Imaging Sciences, Nashville, TN
- Department of Biomedical Engineering, Vanderbilt University Medical Center
| | - Stephan Heckers
- Department of Psychiatry, Vanderbilt University Medical Center
- Department of Radiological Sciences, Vanderbilt University Medical Center
| | - John C. Gore
- Department of Radiological Sciences, Vanderbilt University Medical Center
- Vanderbilt University Institute of Imaging Sciences, Nashville, TN
- Department of Biomedical Engineering, Vanderbilt University Medical Center
| | - Ramona O. Hopkins
- Psychology Department, Brigham Young University, Provo, Utah
- Department of Medicine, Pulmonary and Critical Care Division, Intermountain Medical Center, Murray Utah
- Neuroscience Center, Brigham Young University, Provo, Utah
| | - E. Wesley Ely
- Center for Quality of Aging, Vanderbilt University Medical Center
- Center for Health Services Research in the Department of Medicine
- Division of Allergy, Pulmonary, Critical Care Medicine, Center for Health Services Research, Department of Medicine, Vanderbilt University School of Medicine
- Geriatric Research, Education and Clinical Center (GRECC) Service, Department of Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, TN
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Morandi A, Rogers BP, Gunther ML, Merkle K, Pandharipande P, Girard TD, Jackson JC, Thompson J, Shintani AK, Geevarghese S, Miller RR, Canonico A, Cannistraci CJ, Gore JC, Ely EW, Hopkins RO. The relationship between delirium duration, white matter integrity, and cognitive impairment in intensive care unit survivors as determined by diffusion tensor imaging: the VISIONS prospective cohort magnetic resonance imaging study*. Crit Care Med 2012; 40:2182-9. [PMID: 22584766 PMCID: PMC3378755 DOI: 10.1097/ccm.0b013e318250acdc] [Citation(s) in RCA: 154] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
OBJECTIVE Evidence is emerging that delirium duration is a predictor of long-term cognitive impairment in intensive care unit survivors. Relationships between 1) delirium duration and brain white matter integrity, and 2) white matter integrity and long-term cognitive impairment are poorly understood and could be explored using magnetic resonance imaging. DESIGN, SETTING, PATIENTS A two-center, prospective cohort study incorporating delirium monitoring, neuroimaging, and cognitive testing in intensive care unit survivors. MEASUREMENTS Delirium was evaluated with the Confusion Assessment Method for the Intensive Care Unit and cognitive outcomes were tested at 3 and 12-month follow-up. Following the intensive care unit stay, fractional anisotropy, a measure of white matter integrity, was calculated quantitatively using diffusion tensor imaging with a 3-T magnetic resonance imaging scanner at hospital discharge and 3-month follow-up. We examined associations between 1) delirium duration and fractional anisotropy and 2) fractional anisotropy and cognitive outcomes using linear regression adjusted for age and sepsis. RESULTS A total of 47 patients with a median age of 50 yrs completed the diffusion tensor imaging-magnetic resonance imaging protocol. Greater duration of delirium (3 vs. 0 days) was associated with lower fractional anisotropy (i.e., reduced fractional anisotropy = white matter disruption) in the genu (-0.02; p = .04) and splenium (-0.01; p = .02) of the corpus callosum and anterior limb of the internal capsule (-0.02; p =.01) at hospital discharge. These associations persisted at 3 months for the genu (-0.02; p =.02) and splenium (-0.01; p = .004). Lower fractional anisotropy in the anterior limb of internal capsule at discharge and in genu of corpus callosum at three months was associated with worse cognitive scores at 3 and 12 months. CONCLUSIONS In this pilot investigation, delirium duration in the intensive care unit was associated with white matter disruption at both discharge and 3 months. Similarly, white matter disruption was associated with worse cognitive scores up to 12 months later. This hypothesis-generating investigation may help design future studies to explore these complex relationships in greater depth.
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Affiliation(s)
- Alessandro Morandi
- Center for Quality of Aging, Vanderbilt University Medical Center, Department of Medicine, Division of Allergy, Vanderbilt University School of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
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Guilty by association?*. Crit Care Med 2012; 40:2230-1. [PMID: 22710208 DOI: 10.1097/ccm.0b013e318255d77b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Woon FL, Dunn CB, Hopkins RO. Predicting cognitive sequelae in survivors of critical illness with cognitive screening tests. Am J Respir Crit Care Med 2012; 186:333-40. [PMID: 22700858 DOI: 10.1164/rccm.201112-2261oc] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
RATIONALE Survivors of critical illness have a high rate of cognitive impairments that may persist years after hospital discharge. Data are lacking regarding whether cognitive screening tests administered at hospital discharge can be used to predict which critically ill patients are likely to have long-term cognitive sequelae. OBJECTIVES This prospective study assessed whether two cognitive screening tests, the Mini-Mental State Examination (MMSE) and Mini-Cog, administered at hospital discharge, predict cognitive sequelae in survivors of critical illness 6 months after hospital discharge. METHODS Seventy critically ill patients completed the MMSE and Mini-Cog just before hospital discharge. Of these 70 patients, 53 completed a neuropsychological battery 6 months after hospital discharge. MEASUREMENTS AND MAIN RESULTS At hospital discharge, 45 patients (64%) had impaired performance on the MMSE (score < 27, mean = 24.4) and 32 (45%) on the Mini-Cog. Twenty-seven patients (39%) were impaired on both the MMSE and Mini-Cog, whereas only 20 patients (28%) had scores in the normal range on both tests. Cognitive sequelae occurred in 57% of survivors (30 of 53) at 6 months, with predominant dysfunction in the memory (38%) and executive (36%) domains. Logistic regression analyses showed that neither the MMSE nor the Mini-Cog predicted cognitive sequelae at 6 months. CONCLUSIONS A large number of critically ill survivors had cognitive impairments, as assessed by the MMSE and Mini-Cog, at hospital discharge. However, the MMSE and Mini-Cog scores did not predict long-term cognitive sequelae at 6-month follow-up and cannot be used as surrogate endpoints for long-term cognitive impairment.
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Affiliation(s)
- Fu L Woon
- Neuropsychology Section, Department of Psychiatry, University of Michigan, 2101 Commonwealth Boulevard, Suite C, Ann Arbor, MI 48105, USA.
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Zampieri FG, Park M, Machado FS, Azevedo LCP. Sepsis-associated encephalopathy: not just delirium. Clinics (Sao Paulo) 2011; 66:1825-31. [PMID: 22012058 PMCID: PMC3180153 DOI: 10.1590/s1807-59322011001000024] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2011] [Accepted: 07/04/2011] [Indexed: 02/08/2023] Open
Abstract
Sepsis is a major cause of mortality and morbidity in intensive care units. Organ dysfunction is triggered by inflammatory insults and tissue hypoperfusion. The brain plays a pivotal role in sepsis, acting as both a mediator of the immune response and a target for the pathologic process. The measurement of brain dysfunction is difficult because there are no specific biomarkers of neuronal injury, and bedside evaluation of cognitive performance is difficult in an intensive care unit. Although sepsis-associated encephalopathy was described decades ago, it has only recently been subjected to scientific scrutiny and is not yet completely understood. The pathophysiology of sepsis-associated encephalopathy involves direct cellular damage to the brain, mitochondrial and endothelial dysfunction and disturbances in neurotransmission. This review describes the most recent findings in the pathophysiology, diagnosis, and management of sepsis-associated encephalopathy and focuses on its many presentations.
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Affiliation(s)
- Fernando Godinho Zampieri
- Intensive Care Unit, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.
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