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Crilly S, Shand I, Bennington A, McMahon E, Flatman D, Tapia VS, Kasher PR. Investigating recovery after a spontaneous intracerebral haemorrhage in zebrafish larvae. Brain Commun 2024; 6:fcae310. [PMID: 39420961 PMCID: PMC11483570 DOI: 10.1093/braincomms/fcae310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 07/26/2024] [Accepted: 09/11/2024] [Indexed: 10/19/2024] Open
Abstract
Intracerebral haemorrhage is a debilitating stroke sub-type with high morbidity and mortality rates. For survivors, rehabilitation is a long process, and with no available therapeutics to limit the immediate pathophysiology of the haemorrhage, recovery is dependent on individual neuroplasticity. We have previously shown that zebrafish larvae can be used to model spontaneous brain haemorrhage. Zebrafish exhibit innate recovery mechanisms and are often used as a model system for investigation into regeneration after injury, including injury to the nervous system. Here, we investigate the spontaneous and immediate recovery in zebrafish larvae following an intracerebral haemorrhage at 2 days post-fertilisation, during pre-protected stages and over the first 3 weeks of life. We have shown that following the onset of bleed at ∼2 days post-fertilisation zebrafish are capable of clearing the haematoma through the ventricles. Brain cell damage associated with intracerebral haemorrhage is resolved within 48 h, and this recovery is associated with survival rates equal to wildtype and non-haemorrhaged sibling control animals. Larvae express more nestin-positive neural progenitor cells 24 h after injury when the most damage is observed, and through mass spectrometry analysis, we have determined that these cells are highly proliferative and may specially differentiate into oligodendrocytes. This study provides an insight into the haematoma resolution processes in a live, intact organism, and may suggest potential therapeutic approaches to support the recovery of intracerebral haemorrhage patients.
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Affiliation(s)
- Siobhan Crilly
- Division of Neuroscience, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester M13 9PT, UK
- Geoffrey Jefferson Brain Research Centre, The Manchester Academic Health Science Centre, Northern Care Alliance and University of Manchester, Manchester M13 9PT, UK
| | - Isabel Shand
- Division of Neuroscience, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester M13 9PT, UK
| | - Abigail Bennington
- Geoffrey Jefferson Brain Research Centre, The Manchester Academic Health Science Centre, Northern Care Alliance and University of Manchester, Manchester M13 9PT, UK
- Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester M13 9PT, UK
| | - Emily McMahon
- Division of Neuroscience, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester M13 9PT, UK
- Geoffrey Jefferson Brain Research Centre, The Manchester Academic Health Science Centre, Northern Care Alliance and University of Manchester, Manchester M13 9PT, UK
| | - Daisy Flatman
- Division of Neuroscience, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester M13 9PT, UK
- Geoffrey Jefferson Brain Research Centre, The Manchester Academic Health Science Centre, Northern Care Alliance and University of Manchester, Manchester M13 9PT, UK
| | - Victor S Tapia
- Division of Neuroscience, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester M13 9PT, UK
- Geoffrey Jefferson Brain Research Centre, The Manchester Academic Health Science Centre, Northern Care Alliance and University of Manchester, Manchester M13 9PT, UK
| | - Paul R Kasher
- Division of Neuroscience, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester M13 9PT, UK
- Geoffrey Jefferson Brain Research Centre, The Manchester Academic Health Science Centre, Northern Care Alliance and University of Manchester, Manchester M13 9PT, UK
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Xu L, Lu X, Zhang C, Wang W. Clinical Efficacy of Neuroendoscopy Combined with Intracranial Pressure Monitoring for the Treatment of Hypertensive Intracerebral Hemorrhage. World Neurosurg 2024; 187:e210-e219. [PMID: 38641242 DOI: 10.1016/j.wneu.2024.04.068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 04/11/2024] [Accepted: 04/12/2024] [Indexed: 04/21/2024]
Abstract
OBJECTIVE To compare the differences in postoperative complications and prognosis between patients treated with neuroendoscopy versus conventional craniotomy surgery for hypertensive intracerebral hemorrhage (HICH). METHODS In this retrospective study, a total of 107 patients with HICH were included. Among them, 58 underwent neuroendoscopy (Group A), while 49 underwent conventional craniotomy under microscopic guidance (Group B). Intracranial pressure monitoring was applied in both groups. The clinical data, incidence of postoperative complications, preoperative and postoperative intracranial pressure values, and rate of favorable prognosis were compared between the 2 groups. RESULTS No significant difference in baseline clinical data upon admission was observed between the 2 groups (P > 0.05). The preoperative intracranial pressure did not differ between the 2 groups (P > 0.05), but the postoperative intracranial pressure in Group A was significantly lower than that in Group B (P < 0.05). After intervention with the different surgical approaches, Group A showed a significantly lower incidence of postoperative cerebral infarction and a significantly higher rate of favorable prognosis compared with Group B (P < 0.05). CONCLUSIONS Neuroendoscopy combined with Intracranial pressure monitoring is a safe and reliable approach for the treatment of HICH that reduces the incidence of postoperative cerebral infarction and improves the recovery of neurological function after surgery.
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Affiliation(s)
- Liang Xu
- Department of Neurosurgery, The Affiliated Chuzhou Hospital of Anhui Medical University (The First People's Hospital of Chuzhou), Chuzhou, China
| | - Xinfeng Lu
- Department of Neurosurgery, The Affiliated Chuzhou Hospital of Anhui Medical University (The First People's Hospital of Chuzhou), Chuzhou, China
| | - Chenggang Zhang
- Department of Neurosurgery, The Affiliated Chuzhou Hospital of Anhui Medical University (The First People's Hospital of Chuzhou), Chuzhou, China
| | - Weidong Wang
- Department of Neurosurgery, The Affiliated Chuzhou Hospital of Anhui Medical University (The First People's Hospital of Chuzhou), Chuzhou, China.
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Marek K, Zielińska-Nowak E, Redlicka J, Starosta M, Miller E. Intracranial Hemorrhage-Is Very Early Rehabilitation Safe? A Narrative Review. J Clin Med 2024; 13:3776. [PMID: 38999342 PMCID: PMC11242133 DOI: 10.3390/jcm13133776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 06/15/2024] [Accepted: 06/18/2024] [Indexed: 07/14/2024] Open
Abstract
Intracerebral hemorrhage (ICH) is a serious neurological disease with a 30-day mortality rate of 34-50%. Rehabilitation can reduce disability and improve recovery from a stroke; however, it is uncertain whether early rehabilitation is safe. There are many studies and reviews on rehabilitation for chronic conditions, but there is not enough information on the details of rehabilitation in the acute and subacute phases of ICH. We analyzed clinical trials from the electronic databases PubMed, PubMedCentral, Medline, Cochrane Library, Embase, Scopus and PEDro. Based on the data, we determined that early rehabilitation of patients with ICH has beneficial effects on improving ADL scores, motor function, functional independence, quality of life, improved gait, improved trunk control and reduced mortality. Varying the duration and intensity of rehabilitation in patients with ICH may improve health status, functional outcomes and reduce the length of stay in the hospital. The earliest protocol for initiating rehabilitation after ICH included up to 24 h after stroke onset. The medical literature indicates the need for more randomized controlled group trials of early rehabilitation in patients with acute and subacute ICH with a precise timing of rehabilitation initiation. This narrative review aims to summarize the existing evidence and provide insights into the current state of knowledge regarding the safety of early rehabilitation. There is a need for a clear definition of "early rehabilitation" when determining the most appropriate time to begin rehabilitation therapy.
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Affiliation(s)
- Klaudia Marek
- Department of Neurological Rehabilitation, Medical University of Lodz, Milionowa 14, 93-113 Lodz, Poland; (E.Z.-N.); (J.R.); (M.S.)
| | | | | | | | - Elżbieta Miller
- Department of Neurological Rehabilitation, Medical University of Lodz, Milionowa 14, 93-113 Lodz, Poland; (E.Z.-N.); (J.R.); (M.S.)
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4
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Chen Y, Rivier CA, Mora SA, Torres Lopez V, Payabvash S, Sheth KN, Harloff A, Falcone GJ, Rosand J, Mayerhofer E, Anderson CD. Deep learning survival model predicts outcome after intracerebral hemorrhage from initial CT scan. Eur Stroke J 2024:23969873241260154. [PMID: 38880882 DOI: 10.1177/23969873241260154] [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] [Indexed: 06/18/2024] Open
Abstract
BACKGROUND Predicting functional impairment after intracerebral hemorrhage (ICH) provides valuable information for planning of patient care and rehabilitation strategies. Current prognostic tools are limited in making long term predictions and require multiple expert-defined inputs and interpretation that make their clinical implementation challenging. This study aimed to predict long term functional impairment of ICH patients from admission non-contrast CT scans, leveraging deep learning models in a survival analysis framework. METHODS We used the admission non-contrast CT scans from 882 patients from the Massachusetts General Hospital ICH Study for training, hyperparameter optimization, and model selection, and 146 patients from the Yale New Haven ICH Study for external validation of a deep learning model predicting functional outcome. Disability (modified Rankin scale [mRS] > 2), severe disability (mRS > 4), and dependent living status were assessed via telephone interviews after 6, 12, and 24 months. The prediction methods were evaluated by the c-index and compared with ICH score and FUNC score. RESULTS Using non-contrast CT, our deep learning model achieved higher prediction accuracy of post-ICH dependent living, disability, and severe disability by 6, 12, and 24 months (c-index 0.742 [95% CI -0.700 to 0.778], 0.712 [95% CI -0.674 to 0.752], 0.779 [95% CI -0.733 to 0.832] respectively) compared with the ICH score (c-index 0.673 [95% CI -0.662 to 0.688], 0.647 [95% CI -0.637 to 0.661] and 0.697 [95% CI -0.675 to 0.717]) and FUNC score (c-index 0.701 [95% CI- 0.698 to 0.723], 0.668 [95% CI -0.657 to 0.680] and 0.727 [95% CI -0.708 to 0.753]). In the external independent Yale-ICH cohort, similar performance metrics were obtained for disability and severe disability (c-index 0.725 [95% CI -0.673 to 0.781] and 0.747 [95% CI -0.676 to 0.807], respectively). Similar AUC of predicting each outcome at 6 months, 1 and 2 years after ICH was achieved compared with ICH score and FUNC score. CONCLUSION We developed a generalizable deep learning model to predict onset of dependent living and disability after ICH, which could help to guide treatment decisions, advise relatives in the acute setting, optimize rehabilitation strategies, and anticipate long-term care needs.
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Affiliation(s)
- Yutong Chen
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
| | - Cyprien A Rivier
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
- Yale Center for Brain and Mind Health, New Haven, CT, USA
| | - Samantha A Mora
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
| | - Victor Torres Lopez
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
- Yale Center for Brain and Mind Health, New Haven, CT, USA
| | - Sam Payabvash
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
- Yale Center for Brain and Mind Health, New Haven, CT, USA
| | - Kevin N Sheth
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
- Yale Center for Brain and Mind Health, New Haven, CT, USA
| | - Andreas Harloff
- Department of Neurology, University of Freiburg, Freiburg, Germany
| | - Guido J Falcone
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
- Yale Center for Brain and Mind Health, New Haven, CT, USA
| | - Jonathan Rosand
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
| | - Ernst Mayerhofer
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
| | - Christopher D Anderson
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
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Morotti A, Nawabi J, Pilotto A, Toffali M, Busto G, Mazzacane F, Cavallini A, Laudisi M, Gentile L, Viola MM, Schlunk F, Bartolini D, Paciaroni M, Magoni M, Bassi C, Simonetti L, Fainardi E, Casetta I, Zini A, Padovani A. Functional outcome improvement from 3 to 12 months after intracerebral hemorrhage. Eur Stroke J 2024; 9:391-397. [PMID: 38183279 PMCID: PMC11318429 DOI: 10.1177/23969873231222782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 12/09/2023] [Indexed: 01/08/2024] Open
Abstract
INTRODUCTION Most intracerebral hemorrhage (ICH) trials assessed outcome at 3 months but the recovery trajectory of ICH survivors may continue up to 1 year after the index event. We aimed to describe the predictors of functional outcome improvement from 3 to 12 months after ICH. MATERIALS AND METHODS Retrospective analysis of patients admitted to six European Stroke Centers for supratentorial ICH. Functional outcome was measured with the modified Rankin Scale (mRS) at 3 and 12 months. Predictors of functional outcome improvement were explored with binary logistic regression. RESULTS We included 703 patients, of whom 245 (34.9%) died within 3 months. Among survivors, 131 (28.6%) had an mRS improvement, 78 (17.0%) had a worse mRS and 249 (54.4%) had a stable functional status at 12 months. Older age and the presence of baseline disability (defined as pre-stroke mRS > 1), were associated with lower odds of functional outcome improvement (Odds Ratio (OR) 0.98 per year increase, 95% Confidence Interval (CI) 0.96-1.00, p = 0.017 and OR 0.45, 95% CI 0.25-0.81, p = 0.008 respectively). Conversely, deep ICH location increased the probability of long term mRS improvement (OR 1.67, 95% CI, 1.07-2.61, p = 0.023). Patients with mild-moderate disability at 3 months (mRS 2-3) had the highest odds of improvement at 12 months (OR 8.76, 95% CI 3.68-20.86, p < 0.001). DISCUSSION AND CONCLUSION Long term recovery is common after ICH and associated with age, baseline functional status, mRS at 3 months and hematoma location. Our findings might inform future trials and improve long-term prognostication in clinical practice.
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Affiliation(s)
- Andrea Morotti
- Department of Continuity of Care and Frailty, Neurology Unit, ASST-Spedali Civili, Brescia, Italy
- Department of Clinical and Experimental Sciences, Neurology Unit, University of Brescia, Brescia, Italy
| | - Jawed Nawabi
- Department of Neuroradiology, Charité - Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health, Berlin, Germany
- Berlin Institute of Health (BIH), BIH Biomedical Innovation Academy, Berlin, Germany
| | - Andrea Pilotto
- Department of Continuity of Care and Frailty, Neurology Unit, ASST-Spedali Civili, Brescia, Italy
- Department of Clinical and Experimental Sciences, Neurology Unit, University of Brescia, Brescia, Italy
| | - Maddalena Toffali
- Department of Continuity of Care and Frailty, Neurology Unit, ASST-Spedali Civili, Brescia, Italy
- Department of Clinical and Experimental Sciences, Neurology Unit, University of Brescia, Brescia, Italy
| | - Giorgio Busto
- Department of Experimental and Clinical Biomedical Sciences, Neuroradiology Unit, University of Firenze, AOU Careggi, Firenze, Italy
| | - Federico Mazzacane
- U.C. Malattie Cerebrovascolari e Stroke Unit, IRCCS Fondazione Mondino, Pavia, Italia
| | - Anna Cavallini
- U.C. Malattie Cerebrovascolari e Stroke Unit, IRCCS Fondazione Mondino, Pavia, Italia
| | - Michele Laudisi
- Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara, Italia
| | - Luana Gentile
- IRCCS Istituto delle Scienze Neurologiche di Bologna,UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore, Bologna, Italia
| | - Maria Maddalena Viola
- IRCCS Istituto delle Scienze Neurologiche di Bologna,UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore, Bologna, Italia
| | - Frieder Schlunk
- Department of Neuroradiology, Medical Centre, University of Freiburg, Freiburg, Germany
| | - Diletta Bartolini
- Cardiovascular and Emergency Medicine, Stroke Unit, University of Perugia/Azienda Ospedaliera Santa Maria Della Misericordia, Perugia, Italy
| | - Maurizio Paciaroni
- Cardiovascular and Emergency Medicine, Stroke Unit, University of Perugia/Azienda Ospedaliera Santa Maria Della Misericordia, Perugia, Italy
| | - Mauro Magoni
- Stroke Unit, Neurologia Vascolare, ASST Spedali Civili di Brescia, Brescia, Italy
| | - Chiara Bassi
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Luigi Simonetti
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Neuroradiology Unit, Maggiore Hospital, Bologna, Italy
| | - Enrico Fainardi
- Department of Experimental and Clinical Biomedical Sciences, Neuroradiology Unit, University of Firenze, AOU Careggi, Firenze, Italy
| | - Ilaria Casetta
- Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara, Italia
| | - Andrea Zini
- IRCCS Istituto delle Scienze Neurologiche di Bologna,UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore, Bologna, Italia
| | - Alessandro Padovani
- Department of Continuity of Care and Frailty, Neurology Unit, ASST-Spedali Civili, Brescia, Italy
- Department of Clinical and Experimental Sciences, Neurology Unit, University of Brescia, Brescia, Italy
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Hwang DY, Kim KS, Muehlschlegel S, Wartenberg KE, Rajajee V, Alexander SA, Busl KM, Creutzfeldt CJ, Fontaine GV, Hocker SE, Madzar D, Mahanes D, Mainali S, Sakowitz OW, Varelas PN, Weimar C, Westermaier T, Meixensberger J. Guidelines for Neuroprognostication in Critically Ill Adults with Intracerebral Hemorrhage. Neurocrit Care 2024; 40:395-414. [PMID: 37923968 PMCID: PMC10959839 DOI: 10.1007/s12028-023-01854-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 09/01/2023] [Indexed: 11/06/2023]
Abstract
BACKGROUND The objective of this document is to provide recommendations on the formal reliability of major clinical predictors often associated with intracerebral hemorrhage (ICH) neuroprognostication. METHODS A narrative systematic review was completed using the Grading of Recommendations Assessment, Development, and Evaluation methodology and the Population, Intervention, Comparator, Outcome, Timing, Setting questions. Predictors, which included both individual clinical variables and prediction models, were selected based on clinical relevance and attention in the literature. Following construction of the evidence profile and summary of findings, recommendations were based on Grading of Recommendations Assessment, Development, and Evaluation criteria. Good practice statements addressed essential principles of neuroprognostication that could not be framed in the Population, Intervention, Comparator, Outcome, Timing, Setting format. RESULTS Six candidate clinical variables and two clinical grading scales (the original ICH score and maximally treated ICH score) were selected for recommendation creation. A total of 347 articles out of 10,751 articles screened met our eligibility criteria. Consensus statements of good practice included deferring neuroprognostication-aside from the most clinically devastated patients-for at least the first 48-72 h of intensive care unit admission; understanding what outcomes would have been most valued by the patient; and counseling of patients and surrogates whose ultimate neurological recovery may occur over a variable period of time. Although many clinical variables and grading scales are associated with ICH poor outcome, no clinical variable alone or sole clinical grading scale was suggested by the panel as currently being reliable by itself for use in counseling patients with ICH and their surrogates, regarding functional outcome at 3 months and beyond or 30-day mortality. CONCLUSIONS These guidelines provide recommendations on the formal reliability of predictors of poor outcome in the context of counseling patients with ICH and surrogates and suggest broad principles of neuroprognostication. Clinicians formulating their judgments of prognosis for patients with ICH should avoid anchoring bias based solely on any one clinical variable or published clinical grading scale.
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Affiliation(s)
- David Y Hwang
- Division of Neurocritical Care, Department of Neurology, University of North Carolina School of Medicine, 170 Manning Drive, CB# 7025, Chapel Hill, NC, 27599-7025, USA.
| | - Keri S Kim
- Department of Pharmacy Practice, University of Illinois at Chicago College of Pharmacy, Chicago, IL, USA
| | - Susanne Muehlschlegel
- Division of Neurosciences Critical Care, Departments of Neurology and Anesthesiology/Critical Care Medicine, Johns Hopkins Medicine, Baltimore, MD, USA
| | | | | | | | - Katharina M Busl
- Departments of Neurology and Neurosurgery, College of Medicine, University of Florida, Gainesville, FL, USA
| | | | - Gabriel V Fontaine
- Departments of Pharmacy and Neurosciences, Intermountain Health, Salt Lake City, UT, USA
| | - Sara E Hocker
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Dominik Madzar
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Dea Mahanes
- Departments of Neurology and Neurosurgery, UVA Health, Charlottesville, VA, USA
| | - Shraddha Mainali
- Department of Neurology, Virginia Commonwealth University, Richmond, VA, USA
| | - Oliver W Sakowitz
- Department of Neurosurgery, Neurosurgery Center Ludwigsburg-Heilbronn, Ludwigsburg, Germany
| | | | - Christian Weimar
- Institute of Medical Informatics, Biometry and Epidemiology, University Hospital Essen, Essen, Germany
- BDH-Klinik Elzach, Elzach, Germany
| | - Thomas Westermaier
- Department of Neurosurgery, Helios Amper-Kliniken Dachau, University of Wuerzburg, Würzburg, Germany
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Lernon SM, Frings D, Terry L, Simister R, Browning S, Burgess H, Chua J, Reddy U, Werring DJ. Doctors and nurses subjective predictions of 6-month outcome compared to actual 6-month outcome for adult patients with spontaneous intracerebral haemorrhage (ICH) in neurocritical care: An observational study. eNeurologicalSci 2024; 34:100491. [PMID: 38274038 PMCID: PMC10809071 DOI: 10.1016/j.ensci.2023.100491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 12/11/2023] [Accepted: 12/18/2023] [Indexed: 01/27/2024] Open
Abstract
Background Acute spontaneous intracerebral haemorrhage is a devastating form of stroke. Prognostication after ICH may be influenced by clinicians' subjective opinions. Purpose To evaluate subjective predictions of 6-month outcome by clinicians' for ICH patients in a neurocritical care using the modified Rankin Scale (mRS) and compare these to actual 6-month outcome. Method We included clinicians' predictions of 6-month outcome in the first 48 h for 52 adults with ICH and compared to actual 6-month outcome using descriptive statistics and multilevel binomial logistic regression. Results 35/52 patients (66%) had a poor 6-month outcome (mRS 4-6); 19/52 (36%) had died. 324 predictions were included. For good (mRS 0-3) versus poor (mRS 4-6), outcome, accuracy of predictions was 68% and exact agreement 29%. mRS 6 and mRS 4 received the most correct predictions. Comparing job roles, predictions of death were underestimated, by doctors (12%) and nurses (13%) compared with actual mortality (36%). Predictions of vital status showed no significant difference between doctors and nurses: OR = 1.24 {CI; 0.50-3.05}; (p = 0.64) or good versus poor outcome: OR = 1.65 {CI; 0.98-2.79}; (p = 0.06). When predicted and actual 6-month outcome were compared, job role did not significantly relate to correct predictions of good versus poor outcome: OR = 1.13 {CI;0.67-1.90}; (p = 0.65) or for vital status: OR = 1.11 {CI; 0.47-2.61}; p = 0.81). Conclusions Early prognostication is challenging. Doctors and nurses were most likely to correctly predict poor outcome but tended to err on the side of optimism for mortality, suggesting an absence of clinical nihilism in relation to ICH.
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Affiliation(s)
- Siobhan Mc Lernon
- Stroke Research Centre, University College London, Institute of Neurology, London, UK
- London South Bank University, School of Health and Social Care, London, UK
| | - Daniel Frings
- London South Bank University, School of Applied Sciences, London, UK
| | - Louise Terry
- London South Bank University, School of Health and Social Care, London, UK
| | - Rob Simister
- Stroke Research Centre, University College London, Institute of Neurology, London, UK
- National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation, Queen Square, London, UK
- University College London Hospital NHS Foundation Trust, Hyper Acute Stroke Unit, National Hospital for Neurology and Neurosurgery, UK
| | - Simone Browning
- University College London Hospital NHS Foundation Trust, Hyper Acute Stroke Unit, National Hospital for Neurology and Neurosurgery, UK
| | - Helen Burgess
- National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation, Queen Square, London, UK
| | - Josenile Chua
- National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation, Queen Square, London, UK
| | - Ugan Reddy
- Stroke Research Centre, University College London, Institute of Neurology, London, UK
- National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation, Queen Square, London, UK
| | - David J. Werring
- Stroke Research Centre, University College London, Institute of Neurology, London, UK
- National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation, Queen Square, London, UK
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8
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Oh TK, Kim S, Song IA. Joblessness, decreased income, and disability in intensive care unit survivors of nontraumatic intracranial hemorrhage in South Korea. J Stroke Cerebrovasc Dis 2024; 33:107459. [PMID: 38000111 DOI: 10.1016/j.jstrokecerebrovasdis.2023.107459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 10/06/2023] [Accepted: 10/30/2023] [Indexed: 11/26/2023] Open
Abstract
OBJECTIVES To examine the proportions of unemployment, decreased household income, and newly acquired disability, and their impact on long-term mortality after intensive care unit (ICU) admission due to nontraumatic intracranial hemorrhage (IH). MATERIALS AND METHODS This nationwide population-based retrospective cohort study enrolled adult patients admitted to the ICU because of nontraumatic IH between 2010 and 2018 in South Korea. Patients who were alive ≥365 days after ICU admission were defined as nontraumatic IH survivors. RESULTS In total, 104,086 nontraumatic IH survivors were included in the final analysis. Among them, 7,225 (6.9 %) experienced job loss, 25,709 (24.7 %) experienced decreased household income, and 20,938 (20.1 %) had newly acquired disabilities, of whom 14,188 (13.6 %) had newly acquired brain disabilities. Male sex, increased duration of intensive care unit stay, comorbid status, hospital admission through the emergency room, nontraumatic intracerebral hemorrhage, receipt of surgery, mechanical ventilatory support, and increased total cost of hospitalization were associated with job loss, decreased household income, and newly acquired disabilities. However, these changes were not significantly associated with 2-year all-cause mortality (adjusted hazard ratio: 1.00, 95 % confidence interval: 0.95, 1.06; P = 0.997). CONCLUSIONS Many nontraumatic IH survivors experienced unemployment, decreased household income, and newly acquired disability one year after ICU admission in South Korea. Some factors were potential risk factors for these changes, but the changes were not associated with 2-year all-cause mortality.
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Affiliation(s)
- Tak Kyu Oh
- Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea; Department of Anesthesiology and Pain Medicine, College of Medicine, Seoul National University, Seoul, South Korea
| | - Saeyeon Kim
- Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea; Interdepartment of Critical Care Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - In-Ae Song
- Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea; Department of Anesthesiology and Pain Medicine, College of Medicine, Seoul National University, Seoul, South Korea.
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9
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Lee CC, Huang APH, Chen CC, Liu ZH, Yeap MC, Chen KT, Hsu PW, Wei KC, Chen CT, Wang YC, Chang TW, Chuang CC. Minimally invasive endoscopic evacuation with the novel, portable Axonpen neuroendoscopic system for spontaneous intracerebral hemorrhage. J Clin Neurosci 2024; 119:93-101. [PMID: 37992420 DOI: 10.1016/j.jocn.2023.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 10/16/2023] [Accepted: 11/01/2023] [Indexed: 11/24/2023]
Abstract
Minimally invasive surgeries have shown potential to improve mortality and clinical outcomes of spontaneous intracerebral hemorrhage (ICH). The present study assessed the first-in-human outcomes of a novel, portable neuroendoscopic system for ICH evacuation at our single center. This neuroendoscopic system integrates real-time visualization into a handpiece which has controllable suction, irrigation, and coagulation to allow a neurosurgeon to conduct minimally invasive ICH evacuation independently with bimanual dexterity. Pre- and postoperative data of ten patients who had spontaneous basal ganglia hemorrhage (mean: 46.5 ± 12.2 mL) and underwent evacuation with the specified neuroendoscopic system were collected prospectively. The mean time to receive surgery was 12.1 ± 7.6 h. Mean operative time was 3.4 ± 0.9 h. The mean hematoma volume decreased to 6.0 ± 3.9 mL at postoperative 6 h, resulting in a mean volume reduction of 86.0 ± 11.2% (P = 0.005). The median length of intensive care unit stay was 3 days (IQR, 3-4 days). At discharge, the median Glasgow Coma Scale (GCS) score significantly improved to 11.5 (IQR, 11-15; P = 0.016), and the median modified Rankin Scale (mRS) score was 4 (IQR, 4-5). Six patients (60%) showed a favorable mRS score of ≤ 3 on their last return visit. Neither death nor rebleeding occurred during the follow-up periods. Integrated design of the innovative device is valuable to optimize minimally invasive endoscopic ICH evacuation procedure. Further studies are needed to clarify long-term benefits from such type of the innovative device to early intervention of ICH.
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Affiliation(s)
- Cheng-Chi Lee
- Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan, Taiwan, ROC; Department of Biomedical Engineering, National Taiwan University, Taipei, Taiwan, ROC
| | - Abel Po-Hao Huang
- Division of Neurosurgery, Department of Surgery, National Taiwan University Hospital, and National Taiwan University College of Medicine, Taipei, Taiwan, ROC; Institute of Polymer Science and Engineering, National Taiwan University, Taipei, Taiwan, ROC
| | - Ching-Chang Chen
- Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan, Taiwan, ROC
| | - Zhuo-Hao Liu
- Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan, Taiwan, ROC; School of Medicine, National Tsing Hua University, Hsinchu, Taiwan, ROC
| | - Mun-Chun Yeap
- Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan, Taiwan, ROC
| | - Ko-Ting Chen
- Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan, Taiwan, ROC; Neuroscience Research Center, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan, Taiwan, ROC
| | - Peng-Wei Hsu
- Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan, Taiwan, ROC; School of Medicine, National Tsing Hua University, Hsinchu, Taiwan, ROC
| | - Kuo-Chen Wei
- Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan, Taiwan, ROC; Neuroscience Research Center, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan, Taiwan, ROC; Department of Neurosurgery, New Taipei Municipal Tucheng Hospital, New Taipei City, Taiwan, ROC
| | - Chun-Ting Chen
- Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan, Taiwan, ROC
| | - Yu-Chi Wang
- Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan, Taiwan, ROC
| | - Ting-Wei Chang
- Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan, Taiwan, ROC
| | - Chi-Cheng Chuang
- Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan, Taiwan, ROC; Department of Neurosurgery, Xiamen Chang Gung Hospital, Xiamen, China.
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10
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Qi J, Meng C, Mo J, Shou T, Ding L, Zhi T. CircAFF2 Promotes Neuronal Cell Injury in Intracerebral Hemorrhage by Regulating the miR-488/CLSTN3 Axis. Neuroscience 2023; 535:75-87. [PMID: 37884088 DOI: 10.1016/j.neuroscience.2023.10.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 09/26/2023] [Accepted: 10/17/2023] [Indexed: 10/28/2023]
Abstract
BACKGROUND Intracerebral hemorrhage (ICH), a subtype of devastating stroke, carries high morbidity and mortality worldwide. CircRNA AFF2 (circAFF2) was significantly increased in ICH patients, but the underlying mechanism of circAFF2 is unknown. METHODS Hemin was employed to treat neuronal cells to mimic ICH in vitro. Mice were injected with collagenase VII-S to establish in vivo ICH models. Genes and protein expressions were detected using qRT-PCR and Western blotting. The interaction among circAFF2, miR-488, and CLSTN3 was validated by dual-luciferase reporter assay and RNA-RIP. Cell viability, MDA, iron, GSH, and lipid ROS were examined using the MTT, the commercial kits, and flow cytometry, respectively. ICH injury in mice was evaluated using neurological deficit scores and brain water measurements. RESULTS CircAFF2 was significantly increased in ICH in vivo and in vitro models. CircAFF2 bound to miR-488 and knockdown of circAFF2 or overexpression of miR-488 inhibited hemin-induced injury of neuronal cells as indicated by increased cell viability and reduced markers of oxidative stress and lipid peroxidation. CLSTN3 was the downstream target of miR-488. Silencing of circAFF2 or miR-488 overexpression reduced CLSTN3 expression and protected against the injury of neuronal cells. In vivo experiments finally confirmed that circAFF2 knockdown attenuated mice ICH injury via the miR-488/CLSTN3 axis. CONCLUSION CircAFF2 promotes the injury of neuronal cells and exacerbates ICH via increasing CLSTN3 by sponging miR-488, suggesting that circAFF2 may be a potential therapeutic target for ICH treatment.
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Affiliation(s)
- Juxing Qi
- Department of Neurosurgery, Yancheng First Hospital, Affiliated Hospital of Nanjing University Medical School, The First People's Hospital of Yancheng, Nanjing 224000, Jiangsu Province, China
| | - Chengjie Meng
- Department of Neurosurgery, Yancheng First Hospital, Affiliated Hospital of Nanjing University Medical School, The First People's Hospital of Yancheng, Nanjing 224000, Jiangsu Province, China
| | - Jianbing Mo
- Department of Neurosurgery, People's Hospital of Lezhi County, Ziyang 641500, Sichuan Province, China
| | - Taotao Shou
- Department of Neurosurgery, Yancheng First Hospital, Affiliated Hospital of Nanjing University Medical School, The First People's Hospital of Yancheng, Nanjing 224000, Jiangsu Province, China
| | - Liang Ding
- Department of Neurosurgery, Yancheng First Hospital, Affiliated Hospital of Nanjing University Medical School, The First People's Hospital of Yancheng, Nanjing 224000, Jiangsu Province, China
| | - Tongle Zhi
- Department of Neurosurgery, Yancheng First Hospital, Affiliated Hospital of Nanjing University Medical School, The First People's Hospital of Yancheng, Nanjing 224000, Jiangsu Province, China.
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11
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Cardona S, Baqai H, Mikdashi F, Aligabi A, Solomon J, Frederick H, Seyoum N, Olexa J, Stokum JA, Sharma A, Pergakis MB, Tran QK. Intracranial and Blood Pressure Variability and In-Hospital Outcomes in Intracranial Device-Monitored Patients with Spontaneous Intracerebral Hemorrhage. Neurocrit Care 2023; 39:357-367. [PMID: 36759420 DOI: 10.1007/s12028-023-01677-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 01/09/2023] [Indexed: 02/11/2023]
Abstract
BACKGROUND Spontaneous intracerebral hemorrhage (sICH) is a major health concern and has high mortality rates up to 52%. Despite a decrease in its incidence, fatality rates remain unchanged; understanding and preventing of factors associated with mortality and treatments for these are needed. Blood pressure variability (BPV) has been shown to be a potential modifiable factor associated with clinical outcomes in patients with traumatic intracerebral hemorrhage and sICH. Few data are available on the effect of intracranial pressure (ICP) variability (ICPV) and outcomes in patients with sICH. The goal of our study was to investigate the association between ICPV and BPV during the first 24 h of intensive care unit (ICU) admission and external ventricular drain (EVD) placement, and mortality in patients with sICH who were monitored with an EVD. METHODS We conducted a single-center retrospective study of adult patients admitted to an ICU with a diagnosis of sICH who required EVD placement during hospitalization. We excluded patients with ICH secondary to other pathological conditions such as trauma, underlying malignancy, or arteriovenous malformation. Blood pressure and ICP measurements were collected and recorded hourly during the first 24 h of ICU admission and EVD placement, respectively. Measures of variability used were standard deviation (SD) and successive variation (SV). Primary outcome of interest was in-hospital mortality, and secondary outcomes were hematoma expansion and discharge home (a surrogate for good functional outcome at discharge). Descriptive statistics and multivariable logistic regressions were performed. RESULTS We identified 179 patients with sICH who required EVD placement. Of these, 52 (29%) patients died, 121 (68%) patients had hematoma expansion, and 12 (7%) patients were discharged home. Patient's mean age (± SD) was 56 (± 14), and 87 (49%) were women. The mean opening ICP (± SD) was 21 (± 8) and median ICH score (interquartile range) was 2 (2-3). Multivariable logistic regression found an association between ICP-SV and ICP-SD and hematoma expansion (odds ratio 1.6 [1.03-2.30], p = 0.035 and odds ratio 0.77 [0.63-0.93] p = 0.009, respectively). CONCLUSIONS Our study found an association between ICPV and hematoma expansion in patients with sICH monitored with an EVD. Measures of ICPV relating to rapid changes in ICP (ICP-SV) were associated with a higher odds of hematoma expansion, whereas measures relating to tight control of ICP (ICP-SD) were associated with a lower odds of hematoma expansion. One measure of BPV, sytolic blood pressure maximum-minimum (SBP max-min), was found to be weakly associated with discharge home (a surrogate for good functional outcome at hospital discharge). More research is needed to support these findings.
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Affiliation(s)
- Stephanie Cardona
- Department of Critical Care Medicine, The Mount Sinai Hospital, 1468 Madison Ave, New York, NY, 10029, USA.
| | - Hammad Baqai
- Research Associate Program in Emergency Medicine and Critical Care, Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Fatima Mikdashi
- Research Associate Program in Emergency Medicine and Critical Care, Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Ayah Aligabi
- Research Associate Program in Emergency Medicine and Critical Care, Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Julianna Solomon
- Research Associate Program in Emergency Medicine and Critical Care, Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Hannah Frederick
- Research Associate Program in Emergency Medicine and Critical Care, Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Nahom Seyoum
- Research Associate Program in Emergency Medicine and Critical Care, Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Joshua Olexa
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Jesse A Stokum
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Ashish Sharma
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Melissa B Pergakis
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Quincy K Tran
- Program in Trauma, The R Adams Cowley Shock Trauma Center, University of Maryland School of Medicine, Baltimore, MD, USA
- University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
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12
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Albakr A, Almatar A, AlFajri A, Zafar A, Nazish S, Shahid R, AlJaafari D, Soltan N, Alarfaj Z, Al Ghamdi O, Alfilw S, Abdelhady A, Albaker W. Important Factors to Expect the Outcome After Intracerebral Hemorrhage: An Observational Study From a University Hospital in Saudi Arabia. Neurologist 2023; 28:310-315. [PMID: 37027177 DOI: 10.1097/nrl.0000000000000491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2023]
Abstract
BACKGROUND Intracerebral hemorrhage (ICH) has worse clinical outcomes than other stroke types. The risk factors contributing to ICH outcomes are not entirely understood, and published literature from Saudi Arabia on ICH outcomes is limited. Our goal was to study the specific clinical and imaging determinants of ICH outcomes. METHODS We retrospectively retrieved all patients with spontaneous ICH (SICH) from a prospective King Fahd Hospital University registry between 2017 and 2019. The clinical characteristics of ICH events and data on clinical outcomes (6 to 12 mo) were recorded. Groups of patients with a favorable modified Rankin Scale of 0 to 2 and nonfavorable outcomes of a modified Rankin Scale of 3 to 6 were investigated. The relationship between the clinical characteristics of the SICH event and its outcomes was assessed using linear and logistic regression analyses. RESULTS A total of 148 patients with a mean age of 60.3 years (±15.2) and a median follow-up of 9 months were included. Unfavorable outcomes were reported in 98 patients (66.2%). The ICH event variables associated with unfavorable outcomes were impaired renal function, Glasgow Coma Score <8, hematoma volume, hematoma expansion, and intraventricular extension (IVE). CONCLUSIONS Our study demonstrated important clinical and radiologic features in patients with ICH that may affect their clinical long-term functional outcomes. A larger multicenter study is required to validate our results and evaluate the methods to improve health care in patients with SICH.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Suad Alfilw
- Department of Neurology, College of Nursing, Imam Abdulrahman Bin Faisal University, Dammam, Eastern Province, Saudi Arabia
| | - Ahmed Abdelhady
- Department of critical care, College of Medicine, Alexandria University, Egypt
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13
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Williams JM, Lovelace B, Christoph MJ, Li S, Guo H, Hoover M, Coleman CI. Clinical and health care resource use burden of hospitalizations for oral factor Xa inhibitor-associated major bleeding: A real-world analysis of Medicare beneficiaries. J Am Coll Emerg Physicians Open 2023; 4:e12956. [PMID: 37223213 PMCID: PMC10202196 DOI: 10.1002/emp2.12956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 01/24/2023] [Accepted: 04/12/2023] [Indexed: 05/25/2023] Open
Abstract
Objective To characterize the burden of illness associated with oral factor Xa (FXa) inhibitor-related bleeding in the US Medicare population. Methods This retrospective cohort study used the full 20% Medicare random sample claims database to identify patients who experienced their first hospitalization for an FXa inhibitor-related major bleed between October 2013 and September 2017. Bleeding types were classified as intracranial hemorrhage (ICH), gastrointestinal (GI), and other. Associations between risk factors and outcomes (in-hospital and 30-day mortality, 30-day readmission, and discharge to a location other than home) adjusted for patient demographic characteristics, baseline clinical conditions, index event characteristics, treatment with hemostatic/factor replacement agents or transfusion (ie, usual care prereversal agent availability), multicompartment ICH and neurosurgical procedures (ICH cohort), and endoscopy (GI cohort) were assessed using multivariable regression and reported as crude incidences and adjusted odds ratios (ORs) stratified by bleed type. Results Of the 11,593 patients identified, 2737 (23.6%) had ICH, 8169 (70.5%) had GI bleeds, and 687 (5.9%) had other bleeds. The incidences of in-hospital mortality, 30-day mortality, need for postdischarge out-of-home care, and 30-day readmission were 15.7%, 29.1%, 78.3%, and 20.3% in the single-compartment ICH cohort, respectively; and 1.7%, 6.8%, 41.3%, and 18.8% in the GI bleeds cohort, respectively. Increased odds of both in-hospital mortality and 30-day mortality were significantly associated with: multicompartment ICH (reference, single compartment ICH; OR = 3.35 [95% confidence interval (CI): 2.41-4.66]; 2.18 [95% CI: 1.63-2.91]), loss of consciousness during index hospitalization (yes vs no; OR = 2.03 [95% CI: 1.38-2.97]; 1.49 [95% CI: 1.11-2.02]), receiving usual care (yes vs no; OR = 1.55 [95% CI: 1.22-1.98]; 1.33 [95% CI: 1.09-1.63]) during index hospitalization, and increasing number of Elixhauser comorbidities at baseline (OR = 1.07 [95% CI: 1.03-1.10]; 1.09 [95% CI: 1.06-1.12]) in the ICH cohort; intensive care unit admission (yes vs no; OR = 1.88 [95% CI: 1.32-2.67]; 1.51 [95% CI: 1.26-1.81]), increasing number of Elixhauser comorbidities at baseline (OR = 1.12 [95% CI: 1.07-1.18]; 1.15 [1.12-1.18]), and increasing age on index date (OR = 1.04 [95% CI: 1.02-1.07]; 1.05 [95% CI: 1.04-1.07]) in the GI bleeds cohort. Conclusions In this large sample of Medicare patients, FXa inhibitor-related major bleeding was associated with substantial burden in terms of adverse clinical outcomes and health care resource use. Incidence of ICH was lower than GI bleeds; however, burden of illness was notably higher with ICH.
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Affiliation(s)
- James M. Williams
- Medical Center Emergency DepartmentMeritus HealthHagerstownMarylandUSA
| | | | | | - Suying Li
- Chronic Disease Research GroupHennepin Healthcare Research InstituteMinneapolisMinnesotaUSA
| | - Haifeng Guo
- Chronic Disease Research GroupHennepin Healthcare Research InstituteMinneapolisMinnesotaUSA
| | - Madison Hoover
- Chronic Disease Research GroupHennepin Healthcare Research InstituteMinneapolisMinnesotaUSA
| | - Craig I. Coleman
- Department of Pharmacy PracticeUniversity of Connecticut School of PharmacyStorrsConnecticutUSA
- Evidence‐based Practice CenterHartford HospitalHartfordConnecticutUSA
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Parnandi A, Kaku A, Venkatesan A, Pandit N, Fokas E, Yu B, Kim G, Nilsen D, Fernandez-Granda C, Schambra H. Data-Driven Quantitation of Movement Abnormality after Stroke. Bioengineering (Basel) 2023; 10:648. [PMID: 37370579 PMCID: PMC10294965 DOI: 10.3390/bioengineering10060648] [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: 04/27/2023] [Revised: 05/19/2023] [Accepted: 05/23/2023] [Indexed: 06/29/2023] Open
Abstract
Stroke commonly affects the ability of the upper extremities (UEs) to move normally. In clinical settings, identifying and measuring movement abnormality is challenging due to the imprecision and impracticality of available assessments. These challenges interfere with therapeutic tracking, communication, and treatment. We thus sought to develop an approach that blends precision and pragmatism, combining high-dimensional motion capture with out-of-distribution (OOD) detection. We used an array of wearable inertial measurement units to capture upper body motion in healthy and chronic stroke subjects performing a semi-structured, unconstrained 3D tabletop task. After data were labeled by human coders, we trained two deep learning models exclusively on healthy subject data to classify elemental movements (functional primitives). We tested these healthy subject-trained models on previously unseen healthy and stroke motion data. We found that model confidence, indexed by prediction probabilities, was generally high for healthy test data but significantly dropped when encountering OOD stroke data. Prediction probabilities worsened with more severe motor impairment categories and were directly correlated with individual impairment scores. Data inputs from the paretic UE, rather than trunk, most strongly influenced model confidence. We demonstrate for the first time that using OOD detection with high-dimensional motion data can reveal clinically meaningful movement abnormality in subjects with chronic stroke.
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Affiliation(s)
- Avinash Parnandi
- Department of Neurology, NYU Grossman School of Medicine, New York, NY 10017, USA; (A.P.)
| | - Aakash Kaku
- NYU Center for Data Science, New York, NY 10011, USA; (A.K.)
| | - Anita Venkatesan
- Department of Neurology, NYU Grossman School of Medicine, New York, NY 10017, USA; (A.P.)
| | - Natasha Pandit
- Department of Neurology, NYU Grossman School of Medicine, New York, NY 10017, USA; (A.P.)
| | - Emily Fokas
- Department of Neurology, NYU Grossman School of Medicine, New York, NY 10017, USA; (A.P.)
| | - Boyang Yu
- NYU Center for Data Science, New York, NY 10011, USA; (A.K.)
| | - Grace Kim
- Department of Occupational Therapy, NYU Steinhardt, New York, NY 10011, USA
| | - Dawn Nilsen
- Department of Rehabilitation and Regenerative Medicine, Columbia University, New York, NY 10032, USA
| | - Carlos Fernandez-Granda
- NYU Center for Data Science, New York, NY 10011, USA; (A.K.)
- Courant Institute of Mathematical Sciences, New York, NY 10011, USA
| | - Heidi Schambra
- Department of Neurology, NYU Grossman School of Medicine, New York, NY 10017, USA; (A.P.)
- Department of Rehabilitation Medicine, NYU Grossman School of Medicine, New York, NY 10017, USA
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15
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Almarghalani DA, Sha X, Mrak RE, Shah ZA. Spatiotemporal Cofilin Signaling, Microglial Activation, Neuroinflammation, and Cognitive Impairment Following Hemorrhagic Brain Injury. Cells 2023; 12:1153. [PMID: 37190062 PMCID: PMC10137307 DOI: 10.3390/cells12081153] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 04/06/2023] [Accepted: 04/08/2023] [Indexed: 05/17/2023] Open
Abstract
Intracerebral hemorrhage (ICH) is a significant health concern associated with high mortality. Cofilin plays a crucial role in stress conditions, but its signaling following ICH in a longitudinal study is yet to be ascertained. In the present study, we examined the cofilin expression in human ICH autopsy brains. Then, the spatiotemporal cofilin signaling, microglia activation, and neurobehavioral outcomes were investigated in a mouse model of ICH. Human autopsy brain sections from ICH patients showed increased intracellular cofilin localization within microglia in the perihematomal area, possibly associated with microglial activation and morphological changes. Various cohorts of mice were subjected to intrastriatal collagenase injection and sacrificed at time points of 1, 3, 7, 14, 21, and 28 days. Mice suffered from severe neurobehavioral deficits after ICH, lasting for 7 days, followed by a gradual improvement. Mice suffered post-stroke cognitive impairment (PSCI) both acutely and in the chronic phase. Hematoma volume increased from day 1 to 3, whereas ventricle size increased from day 21 to 28. Cofilin protein expression increased in the ipsilateral striatum on days 1 and 3 and then decreased from days 7 to 28. An increase in activated microglia was observed around the hematoma on days 1 to 7, followed by a gradual reduction up to day 28. Around the hematoma, activated microglia showed morphological changes from ramified to amoeboid. mRNA levels of inflammatory [tumor necrosis factor-α (TNF-α), interleukin 1β (IL-1β), and interleukin-6 (IL-6) and anti-inflammatory markers [interleukin-10 (IL-10), transforming growth factor-β TGF-β, and arginase I (Arg1)] increased during the acute phase and decreased in the chronic phase. Blood cofilin levels increased on day 3 and matched the increase in chemokine levels. slingshot protein phosphatase 1 (SSH1) protein, which activates cofilin, was increased from day 1 to 7. These results suggest that microglial activation might be the sequel of cofilin overactivation following ICH, leading to widespread neuroinflammation and consequent PSCI.
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Affiliation(s)
- Daniyah A. Almarghalani
- Department of Pharmacology and Experimental Therapeutics, College of Pharmacy and Pharmaceutical Sciences, University of Toledo, Toledo, OH 43614, USA
| | - Xiaojin Sha
- Department of Pathology, College of Medicine, The University of Toledo, Toledo, OH 43614, USA
| | - Robert E. Mrak
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA 98195, USA
| | - Zahoor A. Shah
- Department of Medicinal and Biological Chemistry, University of Toledo, Toledo, OH 43614, USA
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16
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Sun JJ, Deng YM, Wang DD, Gu HQ, Zhou Q, Wang YJ, Li ZX, Zhao XQ. Assessment of rehabilitation following intracerebral hemorrhage in China: findings from the Chinese stroke center alliance. Neurol Res 2023; 45:103-111. [PMID: 36126147 DOI: 10.1080/01616412.2022.2123174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
OBJECTIVES Evidence shows that rehabilitation is the most effective strategy to reduce the disability rate of patients with stroke. However, there is limited understanding about the factors associated with rehabilitation assessment among patients with intracerebral hemorrhage (ICH) in China. We aimed to investigate the factors associated with rehabilitation assessment in patients with ICH and the relationship between rehabilitation assessment and hospitalization outcomes. METHODS Data from 85,664 patients with ICH admitted to 1,312 hospitals between 1 August 2015 and 31 July 2019 were analyzed. A multivariable logistic regression model accounting for in-hospital clustering was used to identify patient and hospital factors associated with rehabilitation assessment during acute hospitalization. RESULTS A total of 62,228 (72.6%) patients with ICH underwent rehabilitation assessments. In multivariable analyses, factors associated with an increased likelihood of undergoing a rehabilitation assessment (P < .05) included a higher Glasgow Coma Scale score on admission, a history of hypertension, a history of peripheral vascular disease, dysphagia screening, carotid vessel imaging, and a longer length of hospital stay. Conversely, patients admitted to the intensive care unit and tertiary-grade hospitals were less likely to undergo rehabilitation assessments during hospitalization for ICH. DISCUSSION This study showed that the rate of rehabilitation assessment was 74.2%, which is low. Rehabilitation assessment was associated with longer hospital stays and lower mortality. Therefore, patients with acute cerebral haemorrhage should undergo comprehensive and professional rehabilitation assessment.
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Affiliation(s)
- Jin-Ju Sun
- Nursing Department, Beijing TianTan Hospital, Capital Medical University, Beijing, Fengtai, China
| | - Yong-Mei Deng
- Nursing Department, Beijing TianTan Hospital, Capital Medical University, Beijing, Fengtai, China
| | - Dan-Dan Wang
- Vascular Neurology, Department of Neurology, Beijing TianTan Hospital, Capital Medical University, Beijing, Fengtai, China
| | - Hong-Qiu Gu
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Qi Zhou
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yong-Jun Wang
- Vascular Neurology, Department of Neurology, Beijing TianTan Hospital, Capital Medical University, Beijing, Fengtai, China.,China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,Research Unit of Artificial Intelligence in Cerebrovascular Disease, Chinese Academy of Medical Sciences, Beijing, Fengtai, China
| | - Zi-Xiao Li
- Vascular Neurology, Department of Neurology, Beijing TianTan Hospital, Capital Medical University, Beijing, Fengtai, China.,China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,Research Unit of Artificial Intelligence in Cerebrovascular Disease, Chinese Academy of Medical Sciences, Beijing, Fengtai, China
| | - Xing-Quan Zhao
- Vascular Neurology, Department of Neurology, Beijing TianTan Hospital, Capital Medical University, Beijing, Fengtai, China.,China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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17
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Amanzonwé ER, Tedesco Triccas L, Codjo L, Hansen D, Feys P, Kossi O. Exercise dosage to facilitate the recovery of balance, walking, and quality of life after stroke. SOUTH AFRICAN JOURNAL OF PHYSIOTHERAPY 2023; 79:1846. [PMID: 36873960 PMCID: PMC9982519 DOI: 10.4102/sajp.v79i1.1846] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 12/09/2022] [Indexed: 02/05/2023] Open
Abstract
Background Although aerobic training (AT) and resistance training (RT) are recommended after stroke, the optimal dosage of these interventions and their effectiveness on balance, walking capacity, and quality of life (QoL) remain conflicting. Objectives Our study aimed to quantify the effects of different modes, dosages and settings of exercise therapy on balance, walking capacity, and QoL in stroke survivors. Method PubMed, CINHAL, and Hinari databases were searched for randomised controlled trials (RCTs) evaluating the effects of AT and RT on balance, walking, and QoL in stroke survivors. The treatment effect was computed by the standard mean differences (SMDs). Results Twenty-eight trials (n = 1571 participants) were included. Aerobic training and RT interventions were ineffective on balance. Aerobic training interventions were the most effective in improving walking capacity (SMD = 0.37 [0.02, 0.71], p = 0.04). For walking, capacity, a higher dosage (duration ≥ 120 min/week; intensity ≥ 60% heart rate reserve) of AT interventions demonstrated a significantly greater effect (SMD = 0.58 [0.12, 1.04], p = 0.01). Combined AT and RT improved QoL (SMD = 0.56 [0.12, 0.98], p = 0.01). Hospital located rehabilitation setting was effective for improving walking capacity (SMD = 0.57 [0.06, 1.09], p = 0.03) compared with home and/or community and laboratory settings. Conclusion Our findings showed that neither AT nor RT have a significant effect on balance. However, AT executed in hospital-located settings with a higher dose is a more effective strategy to facilitate walking capacity in chronic stroke. In contrast, combined AT and RT is beneficial for improving QoL. Clinical implications A high dosage of aerobic exercise, duration ≥ 120 min/week; intensity ≥ 60% heart rate reserve is beneficial for improving walking capacity.
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Affiliation(s)
- Elogni R Amanzonwé
- Unit of NeuroRehabilitation, Department of Neurology NeuroRehabilitation, University of Parakou, Parakou, Benin.,REVAL, Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Belgium
| | - Lisa Tedesco Triccas
- REVAL, Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Belgium
| | - Léopold Codjo
- Department of Cardiology, Faculty of Medicine, University of Parakou, Parakou, Benin
| | - Dominique Hansen
- REVAL, Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Belgium.,Heart Centre Hasselt, Jessa Hospital, Hasselt, Belgium
| | - Peter Feys
- REVAL, Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Belgium
| | - Oyéné Kossi
- REVAL, Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Belgium.,Unit of NeuroRehabilitation, Department of Neurology NeuroRehabilitation, University Hospital of Parakou, Parakou, Benin.,ENATSE, National School of Public Health and Epidemiology, University of Parakou, Parakou, Benin
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18
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PrimSeq: A deep learning-based pipeline to quantitate rehabilitation training. PLOS DIGITAL HEALTH 2022; 1. [PMID: 36420347 PMCID: PMC9681023 DOI: 10.1371/journal.pdig.0000044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Stroke rehabilitation seeks to accelerate motor recovery by training functional activities, but may have minimal impact because of insufficient training doses. In animals, training hundreds of functional motions in the first weeks after stroke can substantially boost upper extremity recovery. The optimal quantity of functional motions to boost recovery in humans is currently unknown, however, because no practical tools exist to measure them during rehabilitation training. Here, we present PrimSeq, a pipeline to classify and count functional motions trained in stroke rehabilitation. Our approach integrates wearable sensors to capture upper-body motion, a deep learning model to predict motion sequences, and an algorithm to tally motions. The trained model accurately decomposes rehabilitation activities into elemental functional motions, outperforming competitive machine learning methods. PrimSeq furthermore quantifies these motions at a fraction of the time and labor costs of human experts. We demonstrate the capabilities of PrimSeq in previously unseen stroke patients with a range of upper extremity motor impairment. We expect that our methodological advances will support the rigorous measurement required for quantitative dosing trials in stroke rehabilitation. Stroke commonly damages motor function in the upper extremity (UE), leading to long-term disability and loss of independence in a majority of individuals. Rehabilitation seeks to restore function by training daily activities, which deliver repeated UE functional motions. The optimal number of functional motions necessary to boost recovery is unknown. This gap stems from the lack of measurement tools to feasibly count functional motions. We thus developed the PrimSeq pipeline to enable the accurate and rapid counting of building-block functional motions, called primitives. PrimSeq uses wearable sensors to capture rich motion information from the upper body, and custom-built algorithms to detect and count functional primitives in this motion data. We showed that our deep learning algorithm precisely counts functional primitives performed by stroke patients and outperformed other benchmark algorithms. We also showed patients tolerated the wearable sensors and that the approach is 366 times faster at counting primitives than humans. PrimSeq thus provides a precise and practical means of quantifying functional primitives, which promises to advance stroke research and clinical care and to improve the outcomes of individuals with stroke.
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19
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Yang G, Fan X, Mazhar M, Yang S, Xu H, Dechsupa N, Wang L. Mesenchymal Stem Cell Application and Its Therapeutic Mechanisms in Intracerebral Hemorrhage. Front Cell Neurosci 2022; 16:898497. [PMID: 35769327 PMCID: PMC9234141 DOI: 10.3389/fncel.2022.898497] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 05/18/2022] [Indexed: 12/15/2022] Open
Abstract
Intracerebral hemorrhage (ICH), a common lethal subtype of stroke accounting for nearly 10–15% of the total stroke disease and affecting two million people worldwide, has a high mortality and disability rate and, thus, a major socioeconomic burden. However, there is no effective treatment available currently. The role of mesenchymal stem cells (MSCs) in regenerative medicine is well known owing to the simplicity of acquisition from various sources, low immunogenicity, adaptation to the autogenic and allogeneic systems, immunomodulation, self-recovery by secreting extracellular vesicles (EVs), regenerative repair, and antioxidative stress. MSC therapy provides an increasingly attractive therapeutic approach for ICH. Recently, the functions of MSCs such as neuroprotection, anti-inflammation, and improvement in synaptic plasticity have been widely researched in human and rodent models of ICH. MSC transplantation has been proven to improve ICH-induced injury, including the damage of nerve cells and oligodendrocytes, the activation of microglia and astrocytes, and the destruction of blood vessels. The improvement and recovery of neurological functions in rodent ICH models were demonstrated via the mechanisms such as neurogenesis, angiogenesis, anti-inflammation, anti-apoptosis, and synaptic plasticity. Here, we discuss the pathological mechanisms following ICH and the therapeutic mechanisms of MSC-based therapy to unravel new cues for future therapeutic strategies. Furthermore, some potential strategies for enhancing the therapeutic function of MSC transplantation have also been suggested.
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Affiliation(s)
- Guoqiang Yang
- Research Center for Integrated Chinese and Western Medicine, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
- Molecular Imaging and Therapy Research Unit, Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, Thailand
- Department of Acupuncture and Rehabilitation, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
| | - Xuehui Fan
- Key Laboratory of Medical Electrophysiology, Ministry of Education and Medical Electrophysiological Key Laboratory of Sichuan Province, Collaborative Innovation Center for Prevention of Cardiovascular Diseases, Institute of Cardiovascular Research, Southwest Medical University, Luzhou, China
- First Department of Medicine, Medical Faculty Mannheim, University Medical Centre Mannheim (UMM), University of Heidelberg, Mannheim, Germany
| | - Maryam Mazhar
- National Traditional Chinese Medicine Clinical Research Base and Drug Research Center of the Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
- Institute of Integrated Chinese and Western Medicine, Southwest Medical University, Luzhou, China
| | - Sijin Yang
- National Traditional Chinese Medicine Clinical Research Base and Drug Research Center of the Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
- Institute of Integrated Chinese and Western Medicine, Southwest Medical University, Luzhou, China
| | - Houping Xu
- Preventive Treatment Center, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
| | - Nathupakorn Dechsupa
- Molecular Imaging and Therapy Research Unit, Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, Thailand
- *Correspondence: Nathupakorn Dechsupa,
| | - Li Wang
- Research Center for Integrated Chinese and Western Medicine, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
- Institute of Integrated Chinese and Western Medicine, Southwest Medical University, Luzhou, China
- Li Wang,
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20
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Foster L, Robinson L, Yeatts SD, Conwit RA, Shehadah A, Lioutas V, Selim M. Effect of Deferoxamine on Trajectory of Recovery After Intracerebral Hemorrhage: A Post Hoc Analysis of the i-DEF Trial. Stroke 2022; 53:2204-2210. [PMID: 35306827 PMCID: PMC9246960 DOI: 10.1161/strokeaha.121.037298] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background:
There are limited data on the trajectory of recovery and long-term functional outcomes after intracerebral hemorrhage (ICH). Most ICH trials have conventionally assessed outcomes at 3 months following the footsteps of ischemic stroke. The i-DEF trial (Intracerebral Hemorrhage Deferoxamine Trial) assessed modified Rankin Scale (mRS) longitudinally at prespecified time points from day 7 through the end of the 6-month follow-up period. We evaluated the trajectory of mRS among trial participants and examined the effect of deferoxamine on this trajectory.
Methods:
We performed a post hoc analysis of the i-DEF trial, a multicenter, randomized, placebo-controlled, double-blind, futility-design, phase 2 clinical trial, based on the actual treatment received. Favorable outcome was defined as mRS score of 0–2. A generalized linear mixed model was used to evaluate the outcome trajectory over time, as well as whether the trajectory was altered by deferoxamine, after adjustments for randomization variables, presence of intraventricular hemorrhage, and ICH location.
Results:
A total of 291 subjects were included in analysis (145 placebo and 146 deferoxamine). The proportion of patients with mRS score of 0–2 continually increased from day 7 to 180 in both groups (interaction
P
<0.0001 for time in main effects model), but treatment with deferoxamine favorably altered the trajectory (interaction
P
=0.0010). Between day 90 and 180, the deferoxamine group improved (
P
=0.0001), whereas there was not significant improvement in the placebo arm (
P
=0.3005).
Conclusions:
A large proportion of patients continue to improve up to 6 months after ICH. Future ICH trials should assess outcomes past 90 days for a minimum of 6 months. In i-DEF, treatment with deferoxamine seemed to accelerate and alter the trajectory of recovery as assessed by mRS.
Registration:
URL:
https://www.clinicaltrials.gov
; Unique identifier: NCT02175225.
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Affiliation(s)
- Lydia Foster
- Department of Public Health Sciences, Medical University of South Carolina, Charleston (L.F., S.D.Y.)
| | - Laura Robinson
- Stroke Division, Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (L.R., A.S., V.L., M.S.)
| | - Sharon D. Yeatts
- Department of Public Health Sciences, Medical University of South Carolina, Charleston (L.F., S.D.Y.)
| | - Robin A. Conwit
- National Institute of Neurological Disorders and Stroke, Bethesda, MD (R.A.C.)
| | - Amjad Shehadah
- Stroke Division, Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (L.R., A.S., V.L., M.S.)
| | - Vasileios Lioutas
- Stroke Division, Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (L.R., A.S., V.L., M.S.)
| | - Magdy Selim
- Stroke Division, Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (L.R., A.S., V.L., M.S.)
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21
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Al-Saadi T, Al-Kindi Y, Allawati M, Al-Saadi H. Intracranial Hemorrhage following Spinal Surgery: A Systematic Review of a Rare Complication. Surg J (N Y) 2022; 8:e98-e107. [PMID: 35252567 PMCID: PMC8894081 DOI: 10.1055/s-0042-1743525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Accepted: 01/21/2022] [Indexed: 11/06/2022] Open
Abstract
Introduction
Intracranial hemorrhage (ICH) is a potentially severe complication of spinal surgeries. The occurrence of such complications causes deterioration of the patient's clinical status and delayed discharge from the hospital. Although no specific etiological factors were identified for this complication, but multiple risk factors might play role in its development, they include the use of anticoagulants, presence of uncontrolled hypertension, and perioperative patient positioning.
Aim
A systematic review of the literature to investigate the prevalence of different types of intracranial hemorrhages in patients who underwent spinal surgeries.
Methods
A literature review was conducted using multiple research databases. Data were extracted using multiple variables that were formulated incongruent with the study aim and then further analyzed.
Results
A total of 79 studies were included in our analysis after applying the exclusion criteria and removing of repeated studies, 109 patients were identified where they were diagnosed with intracranial hemorrhage after spine surgery with a mean age of 54 years. The most common type of hemorrhage was cerebellar hemorrhage (56.0%) followed by SDH and intraparenchymal hemorrhage; 23.9 and 17.4%, respectively. The most common spine surgery was laminectomy (70.6%), followed by fixation and fusion (50.5%), excision of spinal lesions was done in 20.2% of the patient, and discectomy (14.7%).
Conclusion
The data in this study showed that out of 112 patients with ICH, cerebellar hemorrhage was the most common type. ICH post–spine surgery is a rare complication and the real etiologies behind this complication are still unknown, cerebrospinal fluid drain and durotomy were suggested.
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Affiliation(s)
- Tariq Al-Saadi
- Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital- McGill University, Montreal, Canada.,Neurosurgery Department, Khoula Hospital, Muscat, Sultanate of Oman
| | - Yahya Al-Kindi
- Sultan Qaboos University, College of Medicine and Health Sciences, Muscat, Sultanate of Oman
| | - Moosa Allawati
- Sultan Qaboos University, College of Medicine and Health Sciences, Muscat, Sultanate of Oman
| | - Hatem Al-Saadi
- Department of General Surgery, Sohar Hospital, Sohar, Sultanate of Oman
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22
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Kuramoto Y, Fujita M, Takagi T, Takeda Y, Doe N, Yamahara K, Yoshimura S. Early-phase administration of human amnion-derived stem cells ameliorates neurobehavioral deficits of intracerebral hemorrhage by suppressing local inflammation and apoptosis. J Neuroinflammation 2022; 19:48. [PMID: 35151317 PMCID: PMC8840774 DOI: 10.1186/s12974-022-02411-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Accepted: 02/05/2022] [Indexed: 12/27/2022] Open
Abstract
Background Intracerebral hemorrhage (ICH) is a significant cause of death and disabilities. Recently, cell therapies using mesenchymal stem cells have been shown to improve ICH-induced neurobehavioral deficits. Based on these findings, we designed this study to evaluate the therapeutic efficacy and underlying mechanisms by which human amnion-derived stem cells (hAMSCs) would ameliorate neurobehavioral deficits of ICH-bearing hosts. Methods hAMSCs were induced from amnia obtained by cesarean section and administered intravenously to ICH-bearing mice during the acute phase. The mice were then subject to multitask neurobehavioral tests at the subacute phase. We attempted to optimize the dosage and timing of the hAMSC administrations. In parallel with the hAMSCs, a tenfold higher dose of human adipose-derived stem cells (ADSCs) were used as an experimental control. Specimens were obtained from the ICH lesions to conduct immunostaining, flow cytometry, and Western blotting to elucidate the underlying mechanisms of the hAMSC treatment. Results The intravenous administration of hAMSCs to the ICH-bearing mice effectively improved their neurobehavioral deficits, particularly when the treatment was initiated at Day 1 after the ICH induction. Of note, the hAMSCs promoted clinical efficacy equivalent to or better than that of hADSCs at 1/10 the cell number. The systemically administered hAMSCs were found in the ICH lesions along with the local accumulation of macrophages/microglia. In detail, the hAMSC treatment decreased the number of CD11b+CD45+ and Ly6G+ cells in the ICH lesions, while splenocytes were not affected. Moreover, the hAMSC treatment decreased the number of apoptotic cells in the ICH lesions. These results were associated with suppression of the protein expression levels of macrophage-related factors iNOS and TNFα. Conclusions Intravenous hAMSC administration during the acute phase would improve ICH-induced neurobehavioral disorders. The underlying mechanism was suggested to be the suppression of subacute inflammation and apoptosis by suppressing macrophage/microglia cell numbers and macrophage functions (such as TNFα and iNOS). From a clinical point of view, hAMSC-based treatment may be a novel strategy for the treatment of ICH. Supplementary Information The online version contains supplementary material available at 10.1186/s12974-022-02411-3.
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23
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Sadaf H, Desai VR, Misra V, Golanov E, Hegde ML, Villapol S, Karmonik C, Regnier‐Golanov A, Sayenko D, Horner PJ, Krencik R, Weng YL, Vahidy FS, Britz GW. A contemporary review of therapeutic and regenerative management of intracerebral hemorrhage. Ann Clin Transl Neurol 2021; 8:2211-2221. [PMID: 34647437 PMCID: PMC8607450 DOI: 10.1002/acn3.51443] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 06/25/2021] [Accepted: 08/03/2021] [Indexed: 11/27/2022] Open
Abstract
Intracerebral hemorrhage (ICH) remains a common and debilitating form of stroke. This neurological emergency must be diagnosed and treated rapidly yet effectively. In this article, we review the medical, surgical, repair, and regenerative treatment options for managing ICH. Topics of focus include the management of blood pressure, intracranial pressure, coagulopathy, and intraventricular hemorrhage, as well as the role of surgery, regeneration, rehabilitation, and secondary prevention. Results of various phase II and III trials are incorporated. In summary, ICH patients should undergo rapid evaluation with neuroimaging, and early interventions should include systolic blood pressure control in the range of 140 mmHg, correction of coagulopathy if indicated, and assessment for surgical intervention. ICH patients should be managed in dedicated neurosurgical intensive care or stroke units where continuous monitoring of neurological status and evaluation for neurological deterioration is rapidly possible. Extravasation of hematoma may be helpful in patients with intraventricular extension of ICH. The goal of care is to reduce mortality and enable multimodal rehabilitative therapy.
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Affiliation(s)
- Humaira Sadaf
- Punjab Medical CollegeUniversity of Health ScienceFaisalabadPakistan
| | - Virendra R. Desai
- Department of NeurosurgeryHouston Methodist Neurological InstituteHoustonTexasUSA
| | - Vivek Misra
- Department of NeurologyHouston Methodist Neurological InstituteHoustonTexasUSA
| | - Eugene Golanov
- Department of NeurosurgeryHouston Methodist Neurological InstituteHoustonTexasUSA
| | - Muralidhar L. Hegde
- Department of NeurosurgeryHouston Methodist Neurological InstituteHoustonTexasUSA
- Center for NeuroregenerationHouston Methodist Research InstituteHoustonTexasUSA
| | - Sonia Villapol
- Department of NeurosurgeryHouston Methodist Neurological InstituteHoustonTexasUSA
- Center for NeuroregenerationHouston Methodist Research InstituteHoustonTexasUSA
| | - Christof Karmonik
- Translational Imaging CenterHouston Methodist Research InstituteHoustonTexasUSA
| | | | - Dimitri Sayenko
- Department of NeurosurgeryHouston Methodist Neurological InstituteHoustonTexasUSA
- Center for NeuroregenerationHouston Methodist Research InstituteHoustonTexasUSA
| | - Philip J. Horner
- Department of NeurosurgeryHouston Methodist Neurological InstituteHoustonTexasUSA
- Center for NeuroregenerationHouston Methodist Research InstituteHoustonTexasUSA
| | - Robert Krencik
- Department of NeurosurgeryHouston Methodist Neurological InstituteHoustonTexasUSA
- Center for NeuroregenerationHouston Methodist Research InstituteHoustonTexasUSA
| | - Yi Lan Weng
- Department of NeurosurgeryHouston Methodist Neurological InstituteHoustonTexasUSA
- Center for NeuroregenerationHouston Methodist Research InstituteHoustonTexasUSA
| | - Farhaan S. Vahidy
- Department of NeurosurgeryHouston Methodist Neurological InstituteHoustonTexasUSA
- Center for Outcomes ResearchHouston Methodist Research InstituteHoustonTexasUSA
| | - Gavin W. Britz
- Department of NeurosurgeryHouston Methodist Neurological InstituteHoustonTexasUSA
- Center for NeuroregenerationHouston Methodist Research InstituteHoustonTexasUSA
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24
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Jia Y, Li G, Song G, Ye X, Yang Y, Lu K, Huang S, Zhu S. SMASH-U aetiological classification: A predictor of long-term functional outcome after intracerebral haemorrhage. Eur J Neurol 2021; 29:178-187. [PMID: 34534389 DOI: 10.1111/ene.15111] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 09/10/2021] [Accepted: 09/11/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND SMASH-U is a systematic aetiological classification system for intracerebral haemorrhage (ICH) proven to be a predictor of post-ICH haematoma expansion and mortality. However, its role in predicting functional outcome remains elusive. Therefore, we aimed to investigate whether SMASH-U is associated with long-term functional outcome after ICH and improves the accuracy of prediction when added to max-ICH score. METHODS Consecutive acute ICH patients from 2012 to 2018 from the neurology department of Tongji Hospital were enrolled. ICH aetiology was classified according to the SMASH-U system. The association of SMASH-U with 12-month functional outcome after ICH and the predictive value were evaluated. RESULTS Of 1938 ICH patients, the aetiology of 1295 (66.8%) patients were classified as hypertension, followed by amyloid angiopathy (n = 250, 12.9%), undetermined (n = 159, 8.2%), structural lesions (n = 149, 7.7%), systemic disease (n = 74, 3.8%) and medication (n = 11, 0.6%). The baseline characteristics were different among the six aetiologies. In multivariate analysis, SMASH-U was proven to be a predictor of 12-month unfavourable functional outcome. When adding the SMASH-U system, the predictive performance of max-ICH score was improved (area under the receiver operating characteristic curve from 0.802 to 0.812, p = 0.010) and the predictive accuracy was enhanced (integrated discrimination improvement [IDI]: 1.60%, p < 0.001; continuous net reclassification improvement [NRI]: 28.16%, p < 0.001; categorical NRI: 3.34%, p = 0.004). CONCLUSIONS SMASH-U predicted long-term unfavourable functional outcomes after acute ICH and improved the accuracy of prediction when added to max-ICH score. Integrating the aetiology to a score model to predict the post-ICH outcome may be meaningful and worthy of further exploration.
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Affiliation(s)
- Yuchao Jia
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Guo Li
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Guini Song
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaodong Ye
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yuyan Yang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Kai Lu
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shanshan Huang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Suiqiang Zhu
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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25
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de Havenon A, Tirschwell DL, Heitsch L, Cramer SC, Braun R, Cole J, Reddy V, Majersik JJ, Lindgren A, Worrall BB. Variability of the Modified Rankin Scale Score Between Day 90 and 1 Year After Ischemic Stroke. Neurol Clin Pract 2021; 11:e239-e244. [PMID: 34484897 DOI: 10.1212/cpj.0000000000000954] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 08/07/2020] [Indexed: 11/15/2022]
Abstract
Objective Studies indicate that the functional outcome evolves in the year after ischemic stroke onset. However, the traditional outcome measure in stroke trials is the modified Rankin Scale (mRS) at 90 days from onset. To determine mRS fluctuations in the first year after stroke, we examined data from 3 major stroke trials. Methods In a secondary analysis, we evaluated intrapatient mRS between 90 days and 1 year from stroke onset, the mRS shift (∆mRS = 1 year-day 90), and the trials' primary outcome at day 90 and 1 year. Results We included 624 patients from the National Institute of Neurological Disorders and Stroke rt-PA Stroke Study, 587 from Albumin Treatment for Acute Ischaemic Stroke, and 611 from Interventional Management of Stroke III, for which the proportion of patients with a ∆mRS change between day 90 and 1 year was 36.5%, 41.7%, and 36.0%. However, the trials' primary outcomes did not differ at 1 year vs 90 days. Similar findings were seen in a second cohort where we pooled the trials and excluded patients with recurrent stroke or death during the follow-up. In those 1,314 patients, 544 (41.4%) had a ∆mRS change, of which 379 (28.9%) had improvement and 165 (12.5%) had worsening, apart from death. Conclusion We describe the patient-level spectrum of mRS change from day 90 to 1 year after ischemic stroke in 3 high-quality randomized trials. The patient-level shifts consisted of a sufficiently counterbalanced number of mRS improvements and declines, which masked clinical evolution occurring in over one-third of patients. These results may have important implications, both for clinical trial design and outcome adjudication in stroke research and duration of rehabilitative therapy.
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Affiliation(s)
- Adam de Havenon
- Departments of Neurology, University of Utah (AdH, JJM, VR); University of Washington (DLT); University of Virginia (BBW); University of Maryland (RB, JC); University of California Los Angeles (SCC); Lund University (AL); and the Department of Emergency Medicine, Washington University (LH)
| | - David L Tirschwell
- Departments of Neurology, University of Utah (AdH, JJM, VR); University of Washington (DLT); University of Virginia (BBW); University of Maryland (RB, JC); University of California Los Angeles (SCC); Lund University (AL); and the Department of Emergency Medicine, Washington University (LH)
| | - Laura Heitsch
- Departments of Neurology, University of Utah (AdH, JJM, VR); University of Washington (DLT); University of Virginia (BBW); University of Maryland (RB, JC); University of California Los Angeles (SCC); Lund University (AL); and the Department of Emergency Medicine, Washington University (LH)
| | - Steven C Cramer
- Departments of Neurology, University of Utah (AdH, JJM, VR); University of Washington (DLT); University of Virginia (BBW); University of Maryland (RB, JC); University of California Los Angeles (SCC); Lund University (AL); and the Department of Emergency Medicine, Washington University (LH)
| | - Robynne Braun
- Departments of Neurology, University of Utah (AdH, JJM, VR); University of Washington (DLT); University of Virginia (BBW); University of Maryland (RB, JC); University of California Los Angeles (SCC); Lund University (AL); and the Department of Emergency Medicine, Washington University (LH)
| | - John Cole
- Departments of Neurology, University of Utah (AdH, JJM, VR); University of Washington (DLT); University of Virginia (BBW); University of Maryland (RB, JC); University of California Los Angeles (SCC); Lund University (AL); and the Department of Emergency Medicine, Washington University (LH)
| | - Vivek Reddy
- Departments of Neurology, University of Utah (AdH, JJM, VR); University of Washington (DLT); University of Virginia (BBW); University of Maryland (RB, JC); University of California Los Angeles (SCC); Lund University (AL); and the Department of Emergency Medicine, Washington University (LH)
| | - Jennifer J Majersik
- Departments of Neurology, University of Utah (AdH, JJM, VR); University of Washington (DLT); University of Virginia (BBW); University of Maryland (RB, JC); University of California Los Angeles (SCC); Lund University (AL); and the Department of Emergency Medicine, Washington University (LH)
| | - Arne Lindgren
- Departments of Neurology, University of Utah (AdH, JJM, VR); University of Washington (DLT); University of Virginia (BBW); University of Maryland (RB, JC); University of California Los Angeles (SCC); Lund University (AL); and the Department of Emergency Medicine, Washington University (LH)
| | - Bradford B Worrall
- Departments of Neurology, University of Utah (AdH, JJM, VR); University of Washington (DLT); University of Virginia (BBW); University of Maryland (RB, JC); University of California Los Angeles (SCC); Lund University (AL); and the Department of Emergency Medicine, Washington University (LH)
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Rajdev K, Mehan S. Neuroprotective Methodologies of Co-Enzyme Q10 Mediated Brain Hemorrhagic Treatment: Clinical and Pre-Clinical Findings. CNS & NEUROLOGICAL DISORDERS-DRUG TARGETS 2020; 18:446-465. [PMID: 31187715 DOI: 10.2174/1871527318666190610101144] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2019] [Revised: 04/22/2019] [Accepted: 05/07/2019] [Indexed: 12/13/2022]
Abstract
Cerebral brain hemorrhage is associated with the highest mortality and morbidity despite only constituting approximately 10-15% of all strokes classified into intracerebral and intraventricular hemorrhage where most of the patients suffer from impairment in memory, weakness or paralysis in arms or legs, headache, fatigue, gait abnormality and cognitive dysfunctions. Understanding molecular pathology and finding the worsening cause of hemorrhage will lead to explore the therapeutic interventions that could prevent and cure the disease. Mitochondrial ETC-complexes dysfunction has been found to increase neuroinflammatory cytokines, oxidative free radicals, excitotoxicity, neurotransmitter and energy imbalance that are the key neuropathological hallmarks of cerebral hemorrhage. Coenzyme Q10 (CoQ10), as a part of the mitochondrial respiratory chain can effectively restore these neuronal dysfunctions by preventing the opening of mitochondrial membrane transition pore, thereby counteracting cell death events as well as exerts an anti-inflammatory effect by influencing the expression of NF-kB1 dependent genes thus preventing the neuroinflammation and energy restoration. Due to behavior and biochemical heterogeneity in post cerebral brain hemorrhagic pattern different preclinical autologous blood injection models are required to precisely investigate the forthcoming therapeutic strategies. Despite emerging pre-clinical research and resultant large clinical trials for promising symptomatic treatments, there are very less pharmacological interventions demonstrated to improve post operative condition of patients where intensive care is required. Therefore, in current review, we explore the disease pattern, clinical and pre-clinical interventions under investigation and neuroprotective methodologies of CoQ10 precursors to ameliorate post brain hemorrhagic conditions.
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Affiliation(s)
- Kajal Rajdev
- Department of Pharmacology, ISF College of Pharmacy, Moga-142001, Punjab, India
| | - Sidharth Mehan
- Department of Pharmacology, ISF College of Pharmacy, Moga-142001, Punjab, India
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Ganesh A, Luengo-Fernandez R, Rothwell PM. Late functional improvement and 5-year poststroke outcomes: a population-based cohort study. J Neurol Neurosurg Psychiatry 2020; 91:831-839. [PMID: 32576613 PMCID: PMC7402458 DOI: 10.1136/jnnp-2019-322365] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 03/24/2020] [Accepted: 05/27/2020] [Indexed: 11/06/2022]
Abstract
BACKGROUND Late functional improvement between 3 and 12 months poststroke occurs in about one in four patients with ischaemic stroke, more commonly in lacunar strokes. It is unknown whether this late improvement is associated with better long-term clinical or health economic outcomes. METHODS In a prospective, population-based cohort of 1-year ischaemic stroke survivors (Oxford Vascular Study; 2002-2014), we examined changes in functional status (modified Rankin Scale (mRS), Rivermead Mobility Index (RMI), Barthel Index (BI)) from 3 to 12 months poststroke. We used Cox regressions adjusted for age, sex, 3-month disability and stroke subtype (lacunar vs non-lacunar) to examine the association of late improvement (by ≥1 mRS grades, ≥1 RMI points and/or ≥2 BI points between 3 and 12 months) with 5-year mortality and institutionalisation. We used similarly adjusted generalised linear models to examine association with 5-year healthcare/social-care costs. RESULTS Among 1288 one-year survivors, 1135 (88.1%) had 3-month mRS >0, of whom 319 (28.1%) demonstrated late functional improvement between 3 and 12 months poststroke. Late improvers had lower 5-year mortality (aHR per mRS=0.68, 95% CI 0.51 to 0.91, p=0.009), institutionalisation (aHR 0.48, 0.33 to 0.72, p<0.001) and healthcare/social care costs (margin US$17 524, -24 763 to -10 284, p<0.001). These associations remained on excluding patients with recurrent strokes during follow-up (eg, 5-year mortality/institutionalisation: aHR 0.59, 0.44 to 0.79, p<0.001) and on examining late improvement per RMI and/or BI (eg, 5-year mortality/institutionalisation with RMI/BI: aHR 0.73, 0.58 to 0.92, p=0.008). CONCLUSION Late functional improvement poststroke is associated with lower 5-year mortality, institutionalisation rates and healthcare/social care costs. These findings should motivate patients and clinicians to maximise late recovery in routine practice, and to consider extending access to proven rehabilitative therapies during the first year poststroke.
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Affiliation(s)
- Aravind Ganesh
- Wolfson Centre for Prevention of Stroke and Dementia, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK.,Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Ramon Luengo-Fernandez
- Wolfson Centre for Prevention of Stroke and Dementia, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Peter Malcolm Rothwell
- Wolfson Centre for Prevention of Stroke and Dementia, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
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Wang CY, Miyoshi S, Chen CH, Lee KC, Chang LC, Chung JH, Shi HY. Walking ability and functional status after post-acute care for stroke rehabilitation in different age groups: a prospective study based on propensity score matching. Aging (Albany NY) 2020; 12:10704-10714. [PMID: 32482912 PMCID: PMC7346049 DOI: 10.18632/aging.103288] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Accepted: 04/27/2020] [Indexed: 12/26/2022]
Abstract
Few studies have compared how rehabilitative post-acute care affects recovery of walking ability and other functions after stroke in different age groups. After propensity score matching (1:1), 316 stroke patients were separated into an aged group (age ≥65 years, n=158) and a non-aged group (age <65 years, n=158). Both groups significantly improved in Barthel index, EuroQol-5 dimension, Berg balance scale, 6-minute walking distance and 5-meter walking speed (P<0.001). The non-aged group had significantly larger improvements in Berg balance scale, instrumental activities of daily living, EuroQol-5 dimension and 6-minute walking distance (P<0.001) compared to the aged group. The two groups did not significantly differ in Barthel index, 5-meter walking speed, length of stay, and cost. The aged group had poorer walking ability and poorer instrumental activities of daily living compared to the non-aged group. After intensive rehabilitative post-acute care, however, the aged group improved in walking ability, functional performance and mental health. Intensive strength training for unaffected lower limbs in the stroke patients achieved good recovery of walking ability and other functions. Overall, intensive rehabilitative post-acute care improved self-care ability and decreased informal care costs. Rehabilitative PAC under per-diem reimbursement is efficient and economical for stroke patients in an aging society.
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Affiliation(s)
- Chung-Yuan Wang
- Department of Physical Medicine and Rehabilitation, Pingtung Christian Hospital, Pingtung, Taiwan.,Department of Beauty Science, Meiho University, Pingtung, Taiwan
| | - Seido Miyoshi
- Department of Rehabilitation, Asagi Hospital, Fukuoka, Japan
| | - Chang-Hung Chen
- Department of Neurology, Pingtung Christian Hospital, Pingtung, Taiwan
| | - Kai-Chun Lee
- Department of Physical Medicine and Rehabilitation, Pingtung Christian Hospital, Pingtung, Taiwan
| | - Long-Chung Chang
- Superintendent Office, Pingtung Christian Hospital, Pingtung, Taiwan
| | - Jo-Hsuan Chung
- Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Hon-Yi Shi
- Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, Taiwan.,Department of Business Management, National Sun Yat-sen University, Kaohsiung, Taiwan.,Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Department of Medical Research, China Medical University Hospital, China Medical University, Taichung, Taiwan
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Wu CH, Chen CC, Hung TH, Chuang YC, Chao M, Shyue SK, Chen SF. Activation of TrkB/Akt signaling by a TrkB receptor agonist improves long-term histological and functional outcomes in experimental intracerebral hemorrhage. J Biomed Sci 2019; 26:53. [PMID: 31307481 PMCID: PMC6628494 DOI: 10.1186/s12929-019-0543-8] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Accepted: 06/25/2019] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Intracerebral hemorrhage (ICH) induces a complex sequence of apoptotic cascades that contribute to secondary neuronal damage. Tropomyosin-related kinase receptor B (TrkB) signaling plays a crucial role in promoting neuronal survival following brain damage. METHODS The present study investigated the protective effects and underlying mechanisms of TrkB activation by the specific TrkB agonist, 7,8-dihydroxyflavone (7,8-DHF), in a model of collagenase-induced ICH and in neuronal cultures. Mice subjected to collagenase-induced ICH were intraperitoneally injected with either 7,8-DHF or vehicle 10 min after ICH and, subsequently, daily for 3 days. Behavioral studies, brain edema measurement, and histological analysis were conducted. Levels of TrkB signaling-related molecules and apoptosis-related proteins were analyzed by western blots. RESULTS Treatment with 20 mg/kg 7,8-DHF significantly improved functional recovery and reduced brain damage up to 28 days post-ICH. Reduction in neuronal death, apoptosis, and brain edema were also observed in response to 7,8-DHF treatment at 3 days post-ICH. These changes were accompanied by a significant increase in the phosphorylation of TrkB and Akt (Ser473/Thr308) at 1 and 3 days, but had no effect on Erk 44/42 phosphorylation. 7,8-DHF also enhanced the phosphorylation of Ask-1 Ser967 and FOXO-1, downstream targets of Akt at 1 and 3 days. Moreover, 7,8-DHF increased brain-derived neurotrophic factor levels at 1 day. In primary cultured neurons stimulated with hemin, 7,8-DHF promoted survival and reduced apoptosis. Furthermore, delaying the administration of 7,8-DHF to 3 h post-ICH reduced brain tissue damage and neuronal death. CONCLUSIONS Our findings demonstrate that the activation of TrkB signaling by 7,8-DHF protects against ICH via the Akt, but not the Erk, pathway. These data provide new insights into the role of TrkB signaling deficit in the pathophysiology of ICH and highlight TrkB/Akt as possible therapeutic targets in this disease.
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Affiliation(s)
- Chun-Hu Wu
- Graduate Institute of Life Sciences, National Defense Medical Center, Taipei, Taiwan
| | - Chien-Cheng Chen
- Department of Physical Medicine and Rehabilitation, Cheng Hsin General Hospital, 45 Cheng Hsin Street, Taipei, Taiwan, Republic of China.,Graduate Institute of Gerontology and Health Care Management, Chang Gung University of Science and Technology, Taoyuan, Taiwan
| | - Tai-Ho Hung
- Department of Obstetrics and Gynecology, Chang Gung Memorial Hospital at Taipei and College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Yen-Chieh Chuang
- Department of Physiology and Biophysics, National Defense Medical Center, Taipei, Taiwan
| | - Min Chao
- School of Medicine, National Defense Medical Center, Taipei, Taiwan
| | - Song-Kun Shyue
- Graduate Institute of Life Sciences, National Defense Medical Center, Taipei, Taiwan. .,Institute of Biomedical Sciences, Academia Sinica, 128 Academia Road, Section 2, Nankang, Taipei, Taiwan, Republic of China.
| | - Szu-Fu Chen
- Department of Physical Medicine and Rehabilitation, Cheng Hsin General Hospital, 45 Cheng Hsin Street, Taipei, Taiwan, Republic of China. .,Department of Physiology and Biophysics, National Defense Medical Center, Taipei, Taiwan.
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Ding Y, Flores J, Klebe D, Li P, McBride DW, Tang J, Zhang JH. Annexin A1 attenuates neuroinflammation through FPR2/p38/COX-2 pathway after intracerebral hemorrhage in male mice. J Neurosci Res 2019; 98:168-178. [PMID: 31157469 DOI: 10.1002/jnr.24478] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Revised: 04/08/2019] [Accepted: 05/15/2019] [Indexed: 11/08/2022]
Abstract
Spontaneous intracerebral hemorrhage (ICH) is the deadliest stroke subtype and neuroinflammation is a critical component of the pathogenesis following ICH. Annexin A1-FPR2 signaling has been shown to play a protective role in animal stroke models. This study aimed to assess whether Annexin A1 attenuated neuroinflammation and brain edema after ICH and investigate the underlying mechanisms. Male CD-1 mice were subjected to collagenase-induced ICH. Annexin A1 was administered at 0.5 hr after ICH. Brain water content measurement, short-term and long-term neurobehavioral tests, Western blot and immnunofluorescence were performed. Results showed that Annexin A1 effectively attenuated brain edema, improved short-term neurological function and ameliorated microglia activation after ICH. Annexin A1 also improved memory function at 28 days after ICH. However, these beneficial effects were abolished with the administration of FPR2 antagonist Boc-2. Furthermore, AnxA1/FPR2 signaling may confer protective effects via inhibiting p38-associated inflammatory cascade. Our study demonstrated that Annexin A1/FPR2/p38 signaling pathway played an important role in attenuating neuroinflammation after ICH and that Annexin A1 could be a potential therapeutic strategy for ICH patients.
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Affiliation(s)
- Yan Ding
- Department of Basic Sciences, School of Medicine, Loma Linda University, Loma Linda, California
| | - Jerry Flores
- Department of Basic Sciences, School of Medicine, Loma Linda University, Loma Linda, California
| | - Damon Klebe
- Department of Basic Sciences, School of Medicine, Loma Linda University, Loma Linda, California
| | - Peng Li
- Department of Basic Sciences, School of Medicine, Loma Linda University, Loma Linda, California
| | - Devin W McBride
- The Vivian L. Smith Department of Neurosurgery, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, Texas
| | - Jiping Tang
- Department of Basic Sciences, School of Medicine, Loma Linda University, Loma Linda, California
| | - John H Zhang
- Department of Basic Sciences, School of Medicine, Loma Linda University, Loma Linda, California.,Departments of Anesthesiology, Neurology and Neurosurgery, Loma Linda University, Loma Linda, California
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Predictors for Tracheostomy with External Validation of the Stroke-Related Early Tracheostomy Score (SETscore). Neurocrit Care 2019; 30:185-192. [PMID: 30167898 DOI: 10.1007/s12028-018-0596-7] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND AND PURPOSE Ischemic stroke (IS), intracerebral hemorrhage (ICH), and subarachnoid hemorrhage (SAH) patients often require endotracheal intubation (EI) and mechanical ventilation (MV). Predicting the need for prolonged EI and timing of tracheostomy (TR) is challenging. While TR is performed for about 10-15% of patients in the general intensive care unit (ICU), the rate in the neurological ICU and for stroke patients ranges between 15 and 35%. Thus, we performed an external validation of the recently published SETscore. METHODS This is a retrospective review for all patients with IS, non-traumatic ICH, and SAH who required intubation within 48 h of admission to the neurological ICU. We compared the SETscore between tracheostomized versus successfully extubated patients, and early TR (within 7 days) versus late TR (after 7 days). RESULTS Out of 511 intubated patients, 140 tracheostomized and 105 extubated were included. The sensitivity for a SETscore > 10 to predict the need for TR was 81% (95% CI 74-87%) with a specificity of 57% (95% CI 48-67%). The score had moderate accuracy in correctly identifying those requiring TR and those successfully extubated: 71% (95% CI 65-76%). The AUC of the score was 0.74 (95% CI 0.68-0.81). Multivariable logistic regression models were used to identify other independent predictors of TR. After including body mass index (BMI), African American (AA) race, ICH and a positive sputum culture in the SETscore, sensitivity, specificity, overall accuracy, and AUC improved to 90%, 78%, 85%, and 0.89 (95% CI 0.85-0.93), respectively. In our cohort, performing early TR was associated with improvement in the ICU median length of stay (LOS) (15 vs 20.5 days; p = 0.002) and mean ventilator duration (VD) (13.4 vs 18.2 days; p = 0.005) in comparison to late TR. CONCLUSIONS SETscore is a simple score with a moderate accuracy and with a fair AUC used to predict the need for TR after MV for IS, ICH, and SAH patients. Our study also demonstrates that early TR was associated with a lower ICU LOS and VD in our cohort. The utility of this score may be improved when including additional variables such as BMI, AA race, ICH, and positive sputum cultures.
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Goyal N, Tsivgoulis G, Malhotra K, Katsanos AH, Pandhi A, Alsherbini KA, Chang JJ, Hoit D, Alexandrov AV, Elijovich L, Fiorella D, Nickele C, Arthur AS. Minimally invasive endoscopic hematoma evacuation vs best medical management for spontaneous basal-ganglia intracerebral hemorrhage. J Neurointerv Surg 2019; 11:579-583. [DOI: 10.1136/neurintsurg-2018-014447] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Revised: 10/31/2018] [Accepted: 11/05/2018] [Indexed: 11/04/2022]
Abstract
BackgroundWe conducted a case-control study to assess the relative safety and efficacy of minimally invasive endoscopic surgery (MIS) for clot evacuation in patients with basal-ganglia intracerebral hemorrhage (ICH).MethodsWe evaluated consecutive patients with acute basal-ganglia ICH at a single center over a 42-month period. Patients received either best medical management according to established guidelines (controls) or MIS (cases). The following outcomes were compared before and after propensity-score matching (PSM): in-hospital mortality; discharge National Institutes of Health Stroke Scale score; discharge disposition; and modified Rankin Scale scores at discharge and at 3 months.ResultsAmong 224 ICH patients, 19 (8.5%) underwent MIS (mean age, 50.9±10.9; 26.3% female, median ICH volume, 40 (IQR, 25–51)). The interventional cohort was younger with higher ICH volume and stroke severity compared with the medically managed cohort. After PSM, 18 MIS patients were matched to 54 medically managed individuals. The two cohorts did not differ in any of the baseline characteristics. The median ICH volume at 24 hours was lower in the intervention group (40 cm3 (IQR, 25–50) vs 15 cm3 (IQR, 5–20); P<0.001). The two cohorts did not differ in any of the pre-specified outcomes measures except for in-hospital mortality, which was lower in the interventional cohort (28% vs 56%; P=0.041).ConclusionsMinimally invasive endoscopic hematoma evacuation was associated with lower rates of in-hospital mortality in patients with spontaneous basal-ganglia ICH. These findings support a randomized controlled trial of MIS versus medical management for ICH.
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Kuramoto Y, Takagi T, Tatebayashi K, Beppu M, Doe N, Fujita M, Yoshimura S. Intravenous administration of human adipose-derived stem cells ameliorates motor and cognitive function for intracerebral hemorrhage mouse model. Brain Res 2019; 1711:58-67. [PMID: 30615889 DOI: 10.1016/j.brainres.2018.12.042] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 12/19/2018] [Accepted: 12/28/2018] [Indexed: 12/25/2022]
Abstract
Even today, intracerebral hemorrhage (ICH) is a major cause of death and disabilities. Rehabilitation is preferentially applied for functional recovery although its effect is limited. Recent studies have suggested that intravenous administration of mesenchymal stem cells would improve the post-ICH neurological deficits. Human adipose-derived stem cells (hADSCs) have been established in our laboratory. We aimed to evaluate the therapeutic efficacy of the hADSCs on the post-ICH neurological deficits using a clinical-relevant ICH mouse model. We also evaluated immune responses to clarify the underlying mechanisms. The hADSCs expressed MSC markers at high levels. The hADSCs administration into the ICH-bearing mice improved the neurological deficits during the subacute phases, which was shown by neurobehavioral experiments. Besides, the hADSC administration decreased the number of CD11+CD45+ cells and increased the proportion of CD86+ and Ly6C+ cells in the ICH lesions. In summary, intravenous administration of hADSCs during the acute phase improved ICH-induced neurological deficits during the subacute phase because of the suppression of acute inflammation mediated by CD11+CD45+ subpopulations. Our data suggest that hADSCs can be served as a novel strategy for ICH treatment.
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Affiliation(s)
- Yoji Kuramoto
- Department of Neurosurgery, Hyogo College of Medicine, Hyogo 663-8501, Japan
| | - Toshinori Takagi
- Department of Neurosurgery, Hyogo College of Medicine, Hyogo 663-8501, Japan
| | - Kotaro Tatebayashi
- Department of Neurosurgery, Hyogo College of Medicine, Hyogo 663-8501, Japan
| | - Mikiya Beppu
- Department of Neurosurgery, Hyogo College of Medicine, Hyogo 663-8501, Japan
| | - Nobutaka Doe
- Laboratory of Neurogenesis and CNS Repair, Hyōgo College of Medicine, Hyogo 663-8501, Japan; General Education Center, Hyogo University of Health Science, Hyogo 650-8530, Japan
| | - Mitsugu Fujita
- Department of Microbiology, Kindai University, Faculty of Medicine, Osaka 589-8511, Japan.
| | - Shinichi Yoshimura
- Department of Neurosurgery, Hyogo College of Medicine, Hyogo 663-8501, Japan.
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ICHNet: Intracerebral Hemorrhage (ICH) Segmentation Using Deep Learning. BRAINLESION: GLIOMA, MULTIPLE SCLEROSIS, STROKE AND TRAUMATIC BRAIN INJURIES 2019. [DOI: 10.1007/978-3-030-11723-8_46] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
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Crilly S, Njegic A, Laurie SE, Fotiou E, Hudson G, Barrington J, Webb K, Young HL, Badrock AP, Hurlstone A, Rivers-Auty J, Parry-Jones AR, Allan SM, Kasher PR. Using zebrafish larval models to study brain injury, locomotor and neuroinflammatory outcomes following intracerebral haemorrhage. F1000Res 2018; 7:1617. [PMID: 30473780 PMCID: PMC6234746 DOI: 10.12688/f1000research.16473.2] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/02/2018] [Indexed: 12/21/2022] Open
Abstract
Intracerebral haemorrhage (ICH) is a devastating condition with limited treatment options, and current understanding of pathophysiology is incomplete. Spontaneous cerebral bleeding is a characteristic of the human condition that has proven difficult to recapitulate in existing pre-clinical rodent models. Zebrafish larvae are frequently used as vertebrate disease models and are associated with several advantages, including high fecundity, optical translucency and non-protected status prior to 5 days post-fertilisation. Furthermore, other groups have shown that zebrafish larvae can exhibit spontaneous ICH. The aim of this study was to investigate whether such models can be utilised to study the pathological consequences of bleeding in the brain, in the context of pre-clinical ICH research. Here, we compared existing genetic (bubblehead) and chemically inducible (atorvastatin) zebrafish larval models of spontaneous ICH and studied the subsequent disease processes. Through live, non-invasive imaging of transgenic fluorescent reporter lines and behavioural assessment we quantified brain injury, locomotor function and neuroinflammation following ICH. We show that ICH in both zebrafish larval models is comparable in timing, frequency and location. ICH results in increased brain cell death and a persistent locomotor deficit. Additionally, in haemorrhaged larvae we observed a significant increase in macrophage recruitment to the site of injury. Live
in vivo imaging allowed us to track active macrophage-based phagocytosis of dying brain cells 24 hours after haemorrhage. Morphological analyses and quantification indicated that an increase in overall macrophage activation occurs in the haemorrhaged brain. Our study shows that in zebrafish larvae, bleeding in the brain induces quantifiable phenotypic outcomes that mimic key features of human ICH. We hope that this methodology will enable the pre-clinical ICH community to adopt the zebrafish larval model as an alternative to rodents, supporting future high throughput drug screening and as a complementary approach to elucidating crucial mechanisms associated with ICH pathophysiology.
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Affiliation(s)
- Siobhan Crilly
- Division of Neuroscience and Experimental Psychology, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Oxford Road, Manchester, M13 9PT, UK
| | - Alexandra Njegic
- Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Oxford Road, Manchester, M13 9PT, UK
| | - Sarah E Laurie
- Division of Neuroscience and Experimental Psychology, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Oxford Road, Manchester, M13 9PT, UK
| | - Elisavet Fotiou
- Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Oxford Road, Manchester, M13 9PT, UK
| | - Georgina Hudson
- Division of Neuroscience and Experimental Psychology, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Oxford Road, Manchester, M13 9PT, UK
| | - Jack Barrington
- Division of Neuroscience and Experimental Psychology, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Oxford Road, Manchester, M13 9PT, UK
| | - Kirsty Webb
- Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Oxford Road, Manchester, M13 9PT, UK
| | - Helen L Young
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Oxford Road, Manchester, M13 9PT, UK
| | - Andrew P Badrock
- Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Oxford Road, Manchester, M13 9PT, UK
| | - Adam Hurlstone
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Oxford Road, Manchester, M13 9PT, UK
| | - Jack Rivers-Auty
- Division of Neuroscience and Experimental Psychology, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Oxford Road, Manchester, M13 9PT, UK
| | - Adrian R Parry-Jones
- Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Oxford Road, Manchester, M13 9PT, UK
| | - Stuart M Allan
- Division of Neuroscience and Experimental Psychology, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Oxford Road, Manchester, M13 9PT, UK
| | - Paul R Kasher
- Division of Neuroscience and Experimental Psychology, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Oxford Road, Manchester, M13 9PT, UK
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Hoyer EH, Young DL, Klein LM, Kreif J, Shumock K, Hiser S, Friedman M, Lavezza A, Jette A, Chan KS, Needham DM. Toward a Common Language for Measuring Patient Mobility in the Hospital: Reliability and Construct Validity of Interprofessional Mobility Measures. Phys Ther 2018; 98:133-142. [PMID: 29106679 DOI: 10.1093/ptj/pzx110] [Citation(s) in RCA: 96] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Accepted: 11/01/2017] [Indexed: 02/07/2023]
Abstract
BACKGROUND The lack of common language among interprofessional inpatient clinical teams is an important barrier to achieving inpatient mobilization. In The Johns Hopkins Hospital, the Activity Measure for Post-Acute Care (AM-PAC) Inpatient Mobility Short Form (IMSF), also called "6-Clicks," and the Johns Hopkins Highest Level of Mobility (JH-HLM) are part of routine clinical practice. The measurement characteristics of these tools when used by both nurses and physical therapists for interprofessional communication or assessment are unknown. OBJECTIVE The purposes of this study were to evaluate the reliability and minimal detectable change of AM-PAC IMSF and JH-HLM when completed by nurses and physical therapists and to evaluate the construct validity of both measures when used by nurses. DESIGN A prospective evaluation of a convenience sample was used. METHODS The test-retest reliability and the interrater reliability of AM-PAC IMSF and JH-HLM for inpatients in the neuroscience department (n = 118) of an academic medical center were evaluated. Each participant was independently scored twice by a team of 2 nurses and 1 physical therapist; a total of 4 physical therapists and 8 nurses participated in reliability testing. In a separate inpatient study protocol (n = 69), construct validity was evaluated via an assessment of convergent validity with other measures of function (grip strength, Katz Activities of Daily Living Scale, 2-minute walk test, 5-times sit-to-stand test) used by 5 nurses. RESULTS The test-retest reliability values (intraclass correlation coefficients) for physical therapists and nurses were 0.91 and 0.97, respectively, for AM-PAC IMSF and 0.94 and 0.95, respectively, for JH-HLM. The interrater reliability values (intraclass correlation coefficients) between physical therapists and nurses were 0.96 for AM-PAC IMSF and 0.99 for JH-HLM. Construct validity (Spearman correlations) ranged from 0.25 between JH-HLM and right-hand grip strength to 0.80 between AM-PAC IMSF and the Katz Activities of Daily Living Scale. LIMITATIONS The results were obtained from inpatients in the neuroscience department of a single hospital. CONCLUSIONS The AM-PAC IMSF and JH-HLM had excellent interrater reliability and test-retest reliability for both physical therapists and nurses. The evaluation of convergent validity suggested that AM-PAC IMSF and JH-HLM measured constructs of patient mobility and physical functioning.
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Affiliation(s)
- Erik H Hoyer
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University; Division of General Internal Medicine, Johns Hopkins University; Outcome After Critical Illness and Surgery (OACIS) Group, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Daniel L Young
- Department of Physical Therapy, University of Nevada, Las Vegas, 4505 S Maryland Pkwy, Box 453029, Las Vegas, NV 89154-3029; and Department of Physical Medicine and Rehabilitation, Johns Hopkins University, Baltimore, Maryland
| | - Lisa M Klein
- Department of Neurosciences, Johns Hopkins Hospital, Baltimore, Maryland
| | - Julie Kreif
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University
| | - Kara Shumock
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University
| | - Stephanie Hiser
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University
| | - Michael Friedman
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University; and Outcome After Critical Illness and Surgery (OACIS) Group, Johns Hopkins University School of Medicine
| | - Annette Lavezza
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University
| | - Alan Jette
- School of Public Health, Health and Disability Research Institute, Boston University, Boston, Massachusetts
| | - Kitty S Chan
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health; and Outcome After Critical Illness and Surgery (OACIS) Group, Johns Hopkins University School of Medicine
| | - Dale M Needham
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University; OACIS Group, Johns Hopkins University School of Medicine; and Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University School of Medicine
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Kitago T, Ratan RR. Rehabilitation following hemorrhagic stroke: building the case for stroke-subtype specific recovery therapies. F1000Res 2017; 6:2044. [PMID: 29250322 PMCID: PMC5701438 DOI: 10.12688/f1000research.11913.1] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/24/2017] [Indexed: 01/07/2023] Open
Abstract
Intracerebral hemorrhage (ICH), a form of brain bleeding and minor subtype of stroke, leads to significant mortality and long-term disability. There are currently no validated approaches to promote functional recovery after ICH. Research in stroke recovery and rehabilitation has largely focused on ischemic stroke, but given the stark differences in the pathophysiology between ischemic and hemorrhagic stroke, it is possible that strategies to rehabilitate the brain in distinct stroke subtypes will be different. Here, we review our current understanding of recovery after primary intracerebral hemorrhage with the intent to provide a framework to promote novel, stroke-subtype specific approaches.
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Affiliation(s)
- Tomoko Kitago
- Department of Neurology, Columbia University, New York, USA.,Burke Medical Research Institute, White Plains, New York, USA
| | - Rajiv R Ratan
- Burke Medical Research Institute, White Plains, New York, USA.,Departments of Neurology and Neuroscience, Weill Cornell Medicine, New York, USA
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Lefebvre S, Liew SL. Anatomical Parameters of tDCS to Modulate the Motor System after Stroke: A Review. Front Neurol 2017; 8:29. [PMID: 28232816 PMCID: PMC5298973 DOI: 10.3389/fneur.2017.00029] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2016] [Accepted: 01/23/2017] [Indexed: 01/19/2023] Open
Abstract
Transcranial direct current stimulation (tDCS) is a non-invasive brain stimulation method to modulate the local field potential in neural tissue and consequently, cortical excitability. As tDCS is relatively portable, affordable, and accessible, the applications of tDCS to probe brain-behavior connections have rapidly increased in the last 10 years. One of the most promising applications is the use of tDCS to modulate excitability in the motor cortex after stroke and promote motor recovery. However, the results of clinical studies implementing tDCS to modulate motor excitability have been highly variable, with some studies demonstrating that as many as 50% or more of patients fail to show a response to stimulation. Much effort has therefore been dedicated to understand the sources of variability affecting tDCS efficacy. Possible suspects include the placement of the electrodes, task parameters during stimulation, dosing (current amplitude, duration of stimulation, frequency of stimulation), individual states (e.g., anxiety, motivation, attention), and more. In this review, we first briefly review potential sources of variability specific to stroke motor recovery following tDCS. We then examine how the anatomical variability in tDCS placement [e.g., neural target(s) and montages employed] may alter the neuromodulatory effects that tDCS exerts on the post-stroke motor system.
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Affiliation(s)
- Stephanie Lefebvre
- Neural Plasticity and Neurorehabilitation Laboratory, Chan Division of Occupational Science and Occupational Therapy, Division of Biokinesiology and Physical Therapy, Department of Neurology, Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles, CA, USA
| | - Sook-Lei Liew
- Neural Plasticity and Neurorehabilitation Laboratory, Chan Division of Occupational Science and Occupational Therapy, Division of Biokinesiology and Physical Therapy, Department of Neurology, Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles, CA, USA
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