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Steiner T, Purrucker JC, Aguiar de Sousa D, Apostolaki-Hansson T, Beck J, Christensen H, Cordonnier C, Downer MB, Eilertsen H, Gartly R, Gerner ST, Ho L, Holt Jahr S, Klijn CJ, Martinez-Majander N, Orav K, Petersson J, Raabe A, Sandset EC, Schreuder FH, Seiffge D, Al-Shahi Salman R. European Stroke Organisation (ESO) and European Association of Neurosurgical Societies (EANS) guideline on stroke due to spontaneous intracerebral haemorrhage. Eur Stroke J 2025:23969873251340815. [PMID: 40401775 DOI: 10.1177/23969873251340815] [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: 05/23/2025] Open
Abstract
Spontaneous (non-traumatic) intracerebral haemorrhage (ICH) affects ~3.4 million people worldwide each year, causing ~2.8 million deaths. Many randomised controlled trials and high-quality observational studies have added to the evidence base for the management of people with ICH since the last European Stroke Organisation (ESO) guidelines for the management of spontaneous ICH were published in 2014, so we updated the ESO guideline. This guideline update was guided by the European Stroke Organisation (ESO) standard operating procedures for guidelines and the Grading of Recommendations, Assessment, Development and Evaluation (GRADE) framework, in collaboration with the European Association of Neurosurgical Societies (EANS). We identified 37 Population, Intervention, Comparator, Outcome (PICO) questions and prioritised clinical outcomes. We conducted systematic literature searches, tailored to each PICO, seeking randomised controlled trials (RCT) - or observational studies when RCTs were not appropriate, or not available - that investigated interventions to improve clinical outcomes. A group of co-authors allocated to each PICO screened titles, abstracts, and full texts and extracted data from included studies. A methodologist conducted study-level meta-analyses and created summaries of findings tables. The same group of co-authors graded the quality of evidence, and drafted recommendations that were reviewed, revised and approved by the entire group. When there was insufficient evidence to make a recommendation, each group of co-authors drafted an expert consensus statement, which was reviewed, revised and voted on by the entire group. The systematic literature search revealed 115,647 articles. We included 208 studies. We found strong evidence for treatment of people with ICH on organised stroke units, and secondary prevention of stroke with blood pressure lowering. We found weak evidence for scores for predicting macrovascular causes underlying ICH; acute blood pressure lowering; open surgery via craniotomy for supratentorial ICH; minimally invasive surgery for supratentorial ICH; decompressive surgery for deep supratentorial ICH; evacuation of cerebellar ICH > 15 mL; external ventricular drainage with intraventricular thrombolysis for intraventricular extension; minimally invasive surgical evacuation of intraventricular blood; intermittent pneumatic compression to prevent proximal deep vein thrombosis; antiplatelet therapy for a licensed indication for secondary prevention; and applying a care bundle. We found strong evidence against anti-inflammatory drug use outside of clinical trials. We found weak evidence against routine use of rFVIIa, platelet transfusions for antiplatelet-associated ICH, general policies that limit treatment within 24 h of ICH onset, temperature and glucose management as single measures (outside of care bundles), prophylactic anti-seizures medicines, and prophylactic use of temperature-lowering measures, prokinetic anti-emetics, and/or antibiotics. New evidence about the management of ICH has emerged since 2014, enabling this update of the ESO guideline to provide new recommendations and consensus statements. Although we made strong recommendations for and against a few interventions, we were only able to make weak recommendations for and against many others, or produce consensus statements where the evidence was insufficient to guide clinical decisions. Although progress has been made, many interventions still require definitive, high-quality evidence, underpinning the need for embedding clinical trials in routine clinical practice for ICH.
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Affiliation(s)
- Thorsten Steiner
- Department of Neurology, Varisano Klinikum Frankfurt, Frankfurt, Germany
- Department of Neurology, Heidelberg University Hospital, Heidelberg, Germany
| | - Jan C Purrucker
- Department of Neurology, Heidelberg University Hospital, Heidelberg, Germany
| | - Diana Aguiar de Sousa
- Stroke Center, Lisbon Central University Hospital, ULS São José, Lisbon, Portugal
- Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
- Gulbenkian Institute for Molecular Medicine, Lisbon, Portugal
| | | | - Jürgen Beck
- Department of Neurosurgery, Medical Center, University of Freiburg, Freiburg, Germany
| | | | - Charlotte Cordonnier
- University of Lille, Inserm, CHU Lille, U1172, LilNCog - Lille Neuroscience and Cognition, Lille, France
| | - Matthew B Downer
- Wolfson Centre for Prevention of Stroke and Dementia, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
- Faculty of Medicine, Memorial University of Newfoundland, St. John's, Canada
| | - Helle Eilertsen
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Geriatric Medicine Oslo University Hospital, Oslo, Norway
| | - Rachael Gartly
- School of Medicine, Dentistry & Nursing, University of Glasgow, Glasgow, UK
| | - Stefan T Gerner
- Department of Neurology, University Hospital Erlangen, Erlangen, Germany
| | - Leonard Ho
- European Stroke Organisation, Basel, Switzerland
- Advanced Care Research Centre, University of Edinburgh, Edinburgh, UK
| | - Silje Holt Jahr
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Neurology, Akershus University Hospital, Lørenskog, Norway
| | - Catharina Jm Klijn
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, Netherlands
| | | | - Kateriine Orav
- Department of Neurology, North Estonia Medical Centre, Tallinn, Estonia
| | - Jesper Petersson
- Region Skåne, Malmö & Department of Neurology, Lund University, Lund, Sweden
| | - Andreas Raabe
- University Department of Neurosurgery, Inselspital, Bern, Switzerland
| | - Else Charlotte Sandset
- University of Oslo, Institute of Clinical Medicine, Department of Neurology, Oslo, Norway
| | - Floris H Schreuder
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, Netherlands
| | - David Seiffge
- Department of Neurology, Inselspital University Hospital and University of Bern, Bern, Switzerland
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2
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Gunda B, Böjti P, Takács T, Zhubi E, Bereczki D, Varga A, Kozák LR. Spontaneous intracerebral hemorrhage during computed tomography scanning-assessment of hyperacute hematoma growth. GeroScience 2025:10.1007/s11357-025-01696-5. [PMID: 40346404 DOI: 10.1007/s11357-025-01696-5] [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: 03/07/2025] [Accepted: 05/03/2025] [Indexed: 05/11/2025] Open
Abstract
Pathophysiological mechanisms underlying hematoma expansion in spontaneous intracerebral hemorrhage (ICH) remain poorly understood, and most data are derived from postmortem studies or serial neuroimaging studies performed over hours to days from onset. Our unique case report of a hypertensive ICH serendipitously captured by serial CT provides valuable in vivo data from the very onset of hematoma formation in an aging individual. A 76-year-old hypertensive man underwent elective carotid CT angiography to evaluate a previously known asymptomatic right carotid stenosis. During scanning, he developed severe right hemispheric neurological deficit signs. Immediate rescanning and subsequent follow-up imaging revealed the hyperacute evolution of a right putaminal ICH. We co-registered four scans (from 00 h:00 min, 00 h:06 min, 00 h:21 min, and 24 h:58 min) to a common template in 3D and made volumetric measurements of the growing hematoma also assessing the spatial relationship of expansion with the sources of bleed seen as contrast extravasation ("spot signs"). We found that spot signs appeared on the periphery of the initial hematoma, and further expansion was seen in the directions determined by these spot signs. Most of the final ICH volume developed in the first 20 min post-onset, highlighting the hyperacute nature of hematoma growth. Our findings support the hypothesis that hematoma expansion in hypertensive ICH, particularly in aging individuals, results from multiple sources of bleeding due to a cascade of secondary vessel ruptures with eccentric expansion rather than a single source and continuous bleeding with concentric expansion reflecting the global fragility of the cerebral vasculature. The therapeutic time window for hematoma expansion prevention is very narrow.
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Affiliation(s)
- Bence Gunda
- Department of Neurology, Semmelweis University, Balassa Utca 6, 1083, Budapest, Hungary.
| | - Péter Böjti
- Department of Neurology, Semmelweis University, Balassa Utca 6, 1083, Budapest, Hungary
| | - Tímea Takács
- Department of Neurology, Semmelweis University, Balassa Utca 6, 1083, Budapest, Hungary
| | - Esra Zhubi
- Department of Neurology, Semmelweis University, Balassa Utca 6, 1083, Budapest, Hungary
| | - Dániel Bereczki
- Department of Neurology, Semmelweis University, Balassa Utca 6, 1083, Budapest, Hungary
| | - Andrea Varga
- Heart and Vascular Centre, Semmelweis University, Budapest, Hungary
| | - Lajos R Kozák
- Department of Neuroradiology, Medical Imaging Centre, Semmelweis University, Budapest, Hungary
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Selph L, Allison TA, Samuel S. Blood pressure management in the first 24 hours for intracerebral hemorrhage patients on oral anticoagulant therapy. Curr Med Res Opin 2025:1-8. [PMID: 40257438 DOI: 10.1080/03007995.2025.2495853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Revised: 04/15/2025] [Accepted: 04/16/2025] [Indexed: 04/22/2025]
Abstract
OBJECTIVE To investigate the differences in blood pressure (BP) management and outcomes between intracerebral hemorrhage (ICH) patients on oral anticoagulant (OAC) therapy compared to those not on OAC therapy within the first 24 h of hospital admission. METHODS This retrospective cohort study included 165 ICH patients admitted to a comprehensive stroke center between July 1, 2014 and June 30, 2021. Patients were divided into two groups: those on OAC therapy (n = 55) and those not on OAC therapy (n = 110). BP measurements, including systolic BP (SBP) within 24 h of post-admission, were recorded. Clinical outcomes, such as mortality, modified Rankin Scale (mRS) scores, and length of hospital stay, were assessed. Kaplan-Meier survival analysis and Cox proportional hazards regression were used to evaluate the impact of BP management on patient outcomes. RESULTS No significant differences in overall survival were observed between the OAC and non-OAC groups. Although the mean SBP at 24 h was slightly higher in the OAC group (142 mmHg) compared to the non-OAC group (136 mmHg; p = 0.032), this did not translate into differences in mortality or functional outcomes. Higher ICH scores were associated with increased mortality risk (HR 2.01, 95% CI 1.29-3.12, p = 0.002). Higher GCS scores were associated with better functional outcomes (HR 0.92, 95% CI 0.85-0.99, p = 0.035), while BP management strategies did not show a significant impact. CONCLUSION BP management in the first 24 h for ICH patients on OAC may not significantly affect mortality or functional outcomes. Current BP management strategies may be applicable to both OAC and non-OAC patients, though further research is needed to explore tailored approaches.
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Affiliation(s)
- Lindsey Selph
- Department of Pharmacy, Memorial Hermann-Texas Medical Center, Houston, TX, USA
| | - Teresa A Allison
- Department of Pharmacy, Memorial Hermann-Texas Medical Center, Houston, TX, USA
| | - Sophie Samuel
- Department of Pharmacy, Memorial Hermann-Texas Medical Center, Houston, TX, USA
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4
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Luh HT, Zhu C, Kuo LT, Lo WL, Liu HW, Su YK, Su IC, Lin CM, Lai DM, Hsieh ST, Lin MC, Huang APH. Application of Robotic Stereotactic Assistance (ROSA) for spontaneous intracerebral hematoma aspiration and thrombolytic catheter placement. J Formos Med Assoc 2025; 124:452-461. [PMID: 38866694 DOI: 10.1016/j.jfma.2024.05.018] [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: 10/25/2023] [Revised: 05/22/2024] [Accepted: 05/27/2024] [Indexed: 06/14/2024] Open
Abstract
BACKGROUND Spontaneous intracerebral hemorrhage (ICH) accounts for up to 20% of all strokes and results in 40% mortality at 30 days. Although conservative medical management is still the standard treatment for ICH patients with small hematoma, patients with residual hematoma ≤15 mL after surgery are associated with better functional outcomes and survival rates. This study reported our clinical experience with using Robotic Stereotactic Assistance (ROSA) as a safe and effective approach for stereotactic ICH aspiration and intra-clot catheter placement. METHODS A retrospective analysis was conducted of patients with spontaneous ICH who underwent ROSA-guided ICH aspiration surgery. ROSA-guided ICH surgical techniques, an aspiration and intra-clot catheter placement protocol, and a specific operative workflow (pre-operative protocol, intraoperative procedure and postoperative management) were employed to aspirate ICH using the ROSA One Brain, and appropriate follow-up care was provided. RESULTS From September 14, 2021 to May 4, 2022, a total of 7 patients were included in the study. Based on our workflow design, ROSA-guided stereotactic ICH aspiration effectively aspirated more than 50% of hematoma volume (or more than 30 mL for massive hematomas), thereby reducing the residual hematoma to less than 15 mL. The mean operative time of entire surgical procedure was 1.3 ± 0.3 h, with very little perioperative blood loss and no perioperative complications. No patients required catheter replacement and all patients' functional status improved. CONCLUSION Within our clinical practice ROSA-guided ICH aspiration, using our established protocol and workflow, was safe and effective for reducing hematoma volume, with positive functional outcomes.
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Affiliation(s)
- Hui-Tzung Luh
- Division of Neurosurgery, Department of Surgery, National Taiwan University Hospital Hsin-Chu Branch, Hsin-Chu, Taiwan; Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Chunran Zhu
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, China
| | - Lu-Ting Kuo
- Division of Neurosurgery, Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan; Division of Neurosurgery, Department of Surgery, National Taiwan University Hospital Yun-Lin Branch, Yunlin, Taiwan
| | - Wei-Lun Lo
- Department of Neurosurgery, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan; Taipei Neuroscience Institute, Taipei Medical University, New Taipei City, Taiwan; Department of Neurosurgery, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Heng-Wei Liu
- Department of Neurosurgery, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan; Taipei Neuroscience Institute, Taipei Medical University, New Taipei City, Taiwan; Department of Neurosurgery, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Yu-Kai Su
- Department of Neurosurgery, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan; Taipei Neuroscience Institute, Taipei Medical University, New Taipei City, Taiwan; Department of Neurosurgery, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - I-Chang Su
- Department of Neurosurgery, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan; Taipei Neuroscience Institute, Taipei Medical University, New Taipei City, Taiwan; Department of Neurosurgery, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Chien-Min Lin
- Department of Neurosurgery, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan; Taipei Neuroscience Institute, Taipei Medical University, New Taipei City, Taiwan; Department of Neurosurgery, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Dar-Ming Lai
- Division of Neurosurgery, Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Sung-Tsang Hsieh
- Department of Neurology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan; Department of Anatomy and Cell Biology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Ming-Chin Lin
- Taipei Neuroscience Institute, Taipei Medical University, New Taipei City, Taiwan; Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan; Department of Neurosurgery, Taipei Municipal Wanfang Hospital, Taipei Medical University, Taipei, Taiwan.
| | - Abel Po-Hao Huang
- Division of Neurosurgery, Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan.
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5
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Cottarelli A, Mamoon R, Ji R, Mao E, Boehme A, Kumar A, Song S, Allegra V, Sharma SV, Konofagou E, Spektor V, Guo J, Connolly ES, Sekar P, Woo D, Roh DJ. Low Hemoglobin Causes Hematoma Expansion and Poor Intracerebral Hemorrhage Outcomes. Stroke 2025; 56:1234-1242. [PMID: 40110594 PMCID: PMC12037308 DOI: 10.1161/strokeaha.124.049499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Revised: 01/23/2025] [Accepted: 02/17/2025] [Indexed: 03/22/2025]
Abstract
BACKGROUND Although lower hemoglobin levels associate with worse intracerebral hemorrhage (ICH) outcomes, causal drivers for this relationship remain unclear. We investigated the hypothesis that lower hemoglobin relates to increased hematoma expansion risk and poor outcomes using human observational data and assessed causal relationships using a translational murine model of anemia and ICH. METHODS A multicenter, prospective observational cohort study of 2997 patients with ICH enrolled between 2010 and 2016 was assessed. Patients with baseline hemoglobin measurements and serial computed tomography neuroimaging were included for analyses. Patients with systemic evidence of coagulopathy were excluded. Separate regression models assessed relationships of baseline hemoglobin with hematoma expansion (≥33% and/or ≥6 mL growth) and poor long-term neurological outcomes (modified Rankin Scale score of 4-6) after adjusting for relevant covariates. Using a murine collagenase ICH model with serial neuroimaging in anemic versus nonanemic C57/BL6 mice, intergroup differences in ICH lesion volume, lesion volume changes, and early mortality were assessed. RESULTS Among 1190 ICH patients analyzed, the mean age was 61 years old, and 62% of the cohort were males. Lower baseline hemoglobin levels are associated with increased odds of hematoma expansion (adjusted odds ratio per -1 g/dL hemoglobin decrement, 1.10 [95% CI, 1.02-1.19]) and poor 3-month clinical outcomes (adjusted odds ratio per -1 g/dL hemoglobin decrement, 1.11 [95% CI, 1.03-1.21]). Similar relationships were seen with poor 6- and 12-month outcomes. In our animal model, anemic mice had significantly greater ICH lesion expansion, 24-hour lesion volumes, and greater mortality, as compared with nonanemic mice. CONCLUSIONS These results, in a human cohort and a mouse model, provide novel evidence suggesting that anemia has causal roles in hematoma expansion and poor ICH outcomes. Additional studies are required to clarify whether correcting anemia can improve these outcomes.
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Affiliation(s)
- Azzurra Cottarelli
- Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Rayan Mamoon
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Robin Ji
- Department of Biomedical Engineering, Columbia University, New York, NY
| | - Eric Mao
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Amelia Boehme
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Aditya Kumar
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Sandy Song
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Valentina Allegra
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Sabrina V. Sharma
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Elisa Konofagou
- Department of Biomedical Engineering, Columbia University, New York, NY
| | - Vadim Spektor
- Department of Radiology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Jia Guo
- Department of Psychiatry, Columbia University, New York, NY
| | - E. Sander Connolly
- Department of Neurological Surgery, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Padmini Sekar
- Department of Neurology, University of Cincinnati Academic Health Center, Cincinnati, OH
| | - Daniel Woo
- Department of Neurology, University of Cincinnati Academic Health Center, Cincinnati, OH
| | - David J. Roh
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
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6
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Oblitas CM, Sampedro-Viana A, Fernández-Rodicio S, Rodríguez-Yáñez M, López-Dequidt I, Gonzalez-Quintela A, Mosqueira AJ, Porto-Álvarez J, Fernández JM, Bazarra-Barreiros M, Abengoza-Bello MT, Ortega-Espina S, Ouro A, Campos F, Sobrino T, Castillo J, Alonso-Alonso ML, Hervella P, Iglesias-Rey R. Hyperthermia and Early Growth of Cerebral Infarct: The Potential Role of Blood-Brain Barrier Permeability. Transl Stroke Res 2025:10.1007/s12975-025-01349-x. [PMID: 40195239 DOI: 10.1007/s12975-025-01349-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2025] [Revised: 03/10/2025] [Accepted: 04/01/2025] [Indexed: 04/09/2025]
Abstract
Hyperthermia within the first 24 h following ischemic stroke (IS) has been associated with poor outcomes. We sought to determine whether blood-brain barrier (BBB) permeability contributes to the relationship between hyperthermia and early infarct growth (EIG). A retrospective analysis was conducted on a prospective stroke biobank. EIG was defined as the percentage difference between the initial volume (mL) determined by the diffusion-weighted imaging at admission and the volume (mL) from the control CT image on the 4 th-7 th day. Hyperthermia was defined as an axillary body temperature ≥ 37.5 °C within the first 24 h. Soluble tumor necrosis factor-like weak inducer of apoptosis (sTWEAK) serum levels were measured by ELISA. One-hundred and two (19.7%) patients showed EIG from a cohort of 519 patients (45.6% females). Linear correlation was observed for axillar body temperature and EIG (Pearson's r = 0.46; p < 0.001). sTWEAK serum levels showed a c-statistic of 0.74 (95% CI: 0.69-0.79), with an optimal cut-off point > 3000 pg/mL for EIG prediction. Moreover, microalbuminuria levels strongly correlated with sTWEAK levels (Pearson's r = 0.75; p < 0.001). In the multivariate analysis for EIG was observed an independent association with hyperthermia (adjusted OR 24.21; 95% CI: 12.03-39.12), sTWEAK levels > 3000 pg/mL (adjusted OR 16.43; 95% CI: 3.71-72.70), leukoaraiosis (adjusted OR 10.42; 95% CI: 2.68-39.08), and microalbuminuria (adjusted OR 1.02; 95% CI: 1.00-1.12). In our cohort, hyperthermia was independently associated with EIG after IS. The fact that microalbuminuria, leukoaraiosis, and sTWEAK were also associated with EIG suggests a relationship with increased BBB permeability.
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Grants
- CM23/00173 Instituto de Salud Carlos III
- FI22/00200 Instituto de Salud Carlos III
- CP14/00154 Instituto de Salud Carlos III
- CPII17/00027 Instituto de Salud Carlos III
- PI17/01103, PI22/00938, ISCIII/PI21/01256 Instituto de Salud Carlos III
- PI17/01103, PI22/00938, ISCIII/PI21/01256 Instituto de Salud Carlos III
- PI17/01103, PI22/00938, ISCIII/PI21/01256 Instituto de Salud Carlos III
- PI17/01103, PI22/00938, ISCIII/PI21/01256 Instituto de Salud Carlos III
- CB22/05/00067 Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas
- CB22/05/00067 Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas
- CB22/05/00067 Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas
- CB22/05/00067 Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas
- CB22/05/00067 Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas
- CB22/05/00067 Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas
- SAF2017-84267-R Ministerio de Ciencia e Innovación
- SAF2017-84267-R Ministerio de Ciencia e Innovación
- SAF2017-84267-R Ministerio de Ciencia e Innovación
- SAF2017-84267-R Ministerio de Ciencia e Innovación
- IN607A2022-03, IN607A2022/07 Xunta de Galicia
- IN607A2022-03, IN607A2022/07 Xunta de Galicia
- IN607A2022-03, IN607A2022/07 Xunta de Galicia
- IN607A2022-03, IN607A2022/07 Xunta de Galicia
- 0624_2IQBIONEURO_6_E POCTEP
- 0624_2IQBIONEURO_6_E POCTEP
- 0624_2IQBIONEURO_6_E POCTEP
- 0624_2IQBIONEURO_6_E POCTEP
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Affiliation(s)
- Crhistian-Mario Oblitas
- Neuroimaging and Biotechnology Laboratory (NOBEL), Clinical Neurosciences Research Laboratory (LINC), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain.
| | - Ana Sampedro-Viana
- Neuroimaging and Biotechnology Laboratory (NOBEL), Clinical Neurosciences Research Laboratory (LINC), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain
| | - Sabela Fernández-Rodicio
- Neuroimaging and Biotechnology Laboratory (NOBEL), Clinical Neurosciences Research Laboratory (LINC), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain
| | - Manuel Rodríguez-Yáñez
- Stroke Unit, Department of Neurology, Hospital Clínico Universitario, Santiago de Compostela, 15706, A Coruña, Spain
| | - Iria López-Dequidt
- Department of Neurology, Hospital Clínico Universitario de Ferrol, Ferrol, 15405, A Coruña, Spain
| | - Arturo Gonzalez-Quintela
- Department of Internal Medicine, Hospital Clínico Universitario, Santiago de Compostela, 15706, A Coruña, Spain
| | - Antonio J Mosqueira
- Neuroimaging and Biotechnology Laboratory (NOBEL), Clinical Neurosciences Research Laboratory (LINC), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain
- Department of Neuroradiology, Hospital Clínico Universitario, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain
| | - Jacobo Porto-Álvarez
- Department of Neuroradiology, Hospital Clínico Universitario, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain
| | - Javier Martínez Fernández
- Department of Neuroradiology, Hospital Clínico Universitario, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain
| | - Marcos Bazarra-Barreiros
- Neuroimaging and Biotechnology Laboratory (NOBEL), Clinical Neurosciences Research Laboratory (LINC), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain
| | - María Teresa Abengoza-Bello
- Neuroimaging and Biotechnology Laboratory (NOBEL), Clinical Neurosciences Research Laboratory (LINC), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain
| | - Sara Ortega-Espina
- Neuroimaging and Biotechnology Laboratory (NOBEL), Clinical Neurosciences Research Laboratory (LINC), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain
| | - Alberto Ouro
- Neuroaging Laboratory Group (NEURAL), Clinical Neurosciences Research Laboratory (LINC), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas, Instituto de Salud Carlos III, 28029, Madrid, Spain
| | - Francisco Campos
- Translational Stroke Laboratory (TREAT), Clinical Neurosciences Research Laboratory (LINC), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain
| | - Tomás Sobrino
- Neuroaging Laboratory Group (NEURAL), Clinical Neurosciences Research Laboratory (LINC), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas, Instituto de Salud Carlos III, 28029, Madrid, Spain
| | - José Castillo
- Neuroimaging and Biotechnology Laboratory (NOBEL), Clinical Neurosciences Research Laboratory (LINC), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain
| | - Maria Luz Alonso-Alonso
- Neuroimaging and Biotechnology Laboratory (NOBEL), Clinical Neurosciences Research Laboratory (LINC), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain
| | - Pablo Hervella
- Neuroimaging and Biotechnology Laboratory (NOBEL), Clinical Neurosciences Research Laboratory (LINC), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain
| | - Ramón Iglesias-Rey
- Neuroimaging and Biotechnology Laboratory (NOBEL), Clinical Neurosciences Research Laboratory (LINC), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, 15706, A Coruña, Spain.
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7
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Ba Lan T, Hoai Tuan Anh C, Lan Anh Nguyen T, Diep Khoa T, Hoang Thien Thu N, Quynh Truc N, Le MH, Huynh QS, Nguyen TTH. Short-term mortality prognosis in spontaneous intracranial hemorrhage: A retrospective study at 115 People's Hospital, HCMC, Vietnam. J Public Health Res 2025; 14:22799036251334178. [PMID: 40296883 PMCID: PMC12033613 DOI: 10.1177/22799036251334178] [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: 04/05/2024] [Accepted: 03/21/2025] [Indexed: 04/30/2025] Open
Abstract
Background Early prognosis of patients with spontaneous intracerebral hemorrhage (ICH) can help create individualized and optimized treatment plans for the patients. Aims This study evaluates short-term mortality and identifies risk factors in ICH patients at 115 People's Hospital within 30 days. Design and methods A retrospective cohort study was conducted involving 598 patients diagnosed with ICH by neurologists from December 2022 to June 2023. Diagnosis was confirmed by imaging, with symptoms appearing within 24 h of admission. Short-term mortality was defined as death within 30 days of onset. Results Among the 598 patients (mean age 58.4; 40% female), 110 (18.4%) died, while 488 (81.6%) survived. The ICH score (AUC = 95.75%; p < 0.001; optimal cutoff = 1.5) was more prognostic for mortality than the NIHSS score (AUC = 94.61%; optimal cutoff = 17.5; p < 0.001). Identified risk factors included age ≥ 80 (RR = 2.2, p = 0.002), ICH score ≥ 2 (RR = 38.4, p < 0.001), NIHSS score ≥ 16 (RR = 15.1, p < 0.001), hematoma volume ≥ 30 cm3 (RR = 15.1, p < 0.001), and the presence of intraventricular (RR = 7.2, p < 0.001) or subtentorial hemorrhage (RR = 2.8, p < 0.001). Conclusions The mortality rate for ICH was significant. The ICH score, NIHSS, and hematoma volume are effective in predicting mortality in spontaneous ICH patients.
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Affiliation(s)
- Tran Ba Lan
- Emergency Department, 115 People Hospital, Ho Chi Minh City, Vietnam
| | - Cao Hoai Tuan Anh
- Cardiac Intensive Care Unit, 115 People Hospital, Ho Chi Minh, Vietnam
| | - Thi Lan Anh Nguyen
- Department of Anesthesiology and Surgical Critical Care, 115 People Hospital, Ho Chi Minh City, Vietnam
| | - Tran Diep Khoa
- Department of Rythmology Department, 115 People Hospital, Ho Chi Minh City, Vietnam
| | | | - Nguyen Quynh Truc
- Hospital Management Department, Public Health Faculty, Pham Ngoc Thach University of Medicine, Ho Chi Minh City, Vietnam
| | - Minh Huu Le
- Public Health Faculty, Can Tho University of Medicine and Pharmacy, Can Tho City, Vietnam
| | - Quoc Si Huynh
- Emergency Department, Can Tho Stroke International Services Hospital, Can Tho City, Vietnam
| | - Tuyen Thi Hong Nguyen
- Statistics and Demography Department, Public Health Faculty, Can Tho University of Medicine and Pharmacy, Can Tho City, Vietnam
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8
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Wang S, Wang R, Li X, Liu X, Lai J, Sun H, Hu H. A nomogram based on systemic inflammation response index and clinical risk factors for prediction of short-term prognosis of very elderly patients with hypertensive intracerebral hemorrhage. Front Med (Lausanne) 2025; 12:1535443. [PMID: 40224624 PMCID: PMC11985803 DOI: 10.3389/fmed.2025.1535443] [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: 11/28/2024] [Accepted: 03/17/2025] [Indexed: 04/15/2025] Open
Abstract
Objective To develop and validate a nomogram based on systemic inflammation response index (SIRI) and clinical risk factors to predict short-term prognosis in very elderly patients with hypertensive intracerebral hemorrhage (HICH). Methods A total of 324 very elderly HICH patients from January 2017 to June 2024 were retrospectively enrolled and randomly divided into two cohorts for training (n = 227) and validation (n = 97) according to the ratio of 7:3. Independent predictors of poor prognosis were analyzed using univariate and multivariate logistic regression analyses. Furthermore, a nomogram prediction model was built. The area under the receiver operating characteristic curves (AUC), calibration plots and decision curve analysis (DCA) were used to evaluate the performance of the nomogram in predicting the prognosis of very elderly HICH. Results By univariate and stepwise multivariate logistic regression analyses, GCS score (p < 0.001), hematoma expansion (p = 0.049), chronic obstructive pulmonary disease (p = 0.010), and SIRI (p = 0.005) were independent predictors for the prognosis in very elderly patients with HICH. The nomogram showed the highest predictive efficiency in the training cohort (AUC = 0.940, 95% CI: 0.909 to 0.971) and the validation cohort (AUC = 0.884, 95% CI: 0.813 to 0.954). The calibration curve indicated that the nomogram had good calibration. DCA showed that the nomogram had high applicability in clinical practice. Conclusion The nomogram incorporated with the SIRI and clinical risk factors has good potential in predicting the short-term prognosis of very elderly HICH.
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Affiliation(s)
- Shen Wang
- The First School of Clinical Medical, Lanzhou University, Lanzhou, China
- Tianjin Key Laboratory of Neurotrauma Repair, Characteristic Medical Center of People’s Armed Police Forces, Tianjin, China
| | - Ruhai Wang
- Department of Neurosurgery, Fuyang Fifth People’s Hospital, Fuyang, Anhui, China
| | - Xianwang Li
- Department of Rehabilitation Medicine, Fuyang Fifth People’s Hospital, Fuyang, Anhui, China
| | - Xin Liu
- Department of Neurosurgery, Linquan County People’s Hospital, Fuyang, Anhui, China
| | - Jianmei Lai
- Department of Neurosurgery, Fuyang Fifth People’s Hospital, Fuyang, Anhui, China
| | - Hongtao Sun
- The First School of Clinical Medical, Lanzhou University, Lanzhou, China
- Tianjin Key Laboratory of Neurotrauma Repair, Characteristic Medical Center of People’s Armed Police Forces, Tianjin, China
| | - Haicheng Hu
- Department of Neurosurgery, Fuyang Fifth People’s Hospital, Fuyang, Anhui, China
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9
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Law ZK, Menon CS, Woodhouse LJ, Appleton JP, Al-Shahi Salman R, Robinson T, Werring D, Roffe C, Dineen RA, Bath PM, Sprigg N. Outcome 1 year after ICH: Data from the Tranexamic acid for IntraCerebral Haemorrhage 2 (TICH-2) trial. Eur Stroke J 2025; 10:206-215. [PMID: 39076020 PMCID: PMC11569519 DOI: 10.1177/23969873241265939] [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: 03/21/2024] [Accepted: 06/14/2024] [Indexed: 07/31/2024] Open
Abstract
INTRODUCTION The Tranexamic acid for IntraCerebral Haemorrhage-2 (TICH-2) trial reported no significant improvement in death and dependency at day 90 despite reductions in haematoma expansion, early neurological deterioration and early death. However, significant recovery after stroke, particularly intracerebral haemorrhage (ICH), may take more than 3 months. Here we report the participant outcomes at 1 year after stroke. PATIENTS AND METHODS TICH-2 was a prospective randomised controlled trial that tested the efficacy and safety of tranexamic acid in spontaneous ICH when given within 8 h of onset. Patients with ICH on anticoagulation were excluded. Centralised blinded telephone follow up was performed for patients from the United Kingdom at 1 year. The primary outcome was modified Rankin Scale at 1 year. Secondary outcomes included Barthel index, Telephone Interview Cognitive Status-modified, EuroQoL-5D and Zung Depression Scale. This was a prespecified secondary analysis of the TICH-2 trial. RESULTS About 2325 patients were recruited into the trial (age 68.9 ± 13.8 years; 1301 male, 56%). About 1910 participants (82.2%) were eligible for day 365 follow up. 57 patients (3.0%) were lost to follow up. Tranexamic acid did not reduce the risk of poor functional outcome at 1 year (adjusted OR 0.91 95% CI 0.77-1.09; p = 0.302). However, Cox proportional hazard analysis revealed significant survival benefit in the tranexamic acid group (adjusted HR 0.83, 95% CI 0.70-0.99; p = 0.038). CONCLUSION There was no difference in functional outcome at 1 year after ICH. Tranexamic acid may reduce mortality at 1 year without an increase in severely dependent survivors. But this should be interpreted with caution as this is a result of secondary analysis in a neutral trial.
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Affiliation(s)
- Zhe Kang Law
- Stroke Medicine, Mental Health & Clinical Neuroscience, University of Nottingham, Nottingham, UK
- Department of Medicine, Faculty of Medicine, National University of Malaysia, Kuala Lumpur, Malaysia
| | | | - Lisa J Woodhouse
- Stroke Medicine, Mental Health & Clinical Neuroscience, University of Nottingham, Nottingham, UK
| | - Jason Philip Appleton
- Stroke Medicine, Mental Health & Clinical Neuroscience, University of Nottingham, Nottingham, UK
- Stroke, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | | | - Thompson Robinson
- Department of Cardiovascular Sciences and NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester, UK
| | - David Werring
- Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, London, UK
| | | | - Robert A Dineen
- Radiological Sciences, Mental Health & Clinical Neuroscience, University of Nottingham, Nottingham, UK
- NIHR Nottingham Biomedical Research Centre, Nottingham, UK
| | - Philip Michael Bath
- Stroke Medicine, Mental Health & Clinical Neuroscience, University of Nottingham, Nottingham, UK
| | - Nikola Sprigg
- Stroke Medicine, Mental Health & Clinical Neuroscience, University of Nottingham, Nottingham, UK
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10
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Buka RJ. Andexanet alfa: trials just leave us with more questions. Res Pract Thromb Haemost 2025; 9:102628. [PMID: 39868401 PMCID: PMC11760292 DOI: 10.1016/j.rpth.2024.102628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Revised: 10/27/2024] [Accepted: 11/04/2024] [Indexed: 01/28/2025] Open
Abstract
Andexanet Alfa in Acute Intracranial Hemorrhage in Patients Receiving an Oral Factor Xa Inhibitor (ANNEXA-I), the first ever randomized controlled trial of a reversal agent for direct oral anticoagulants, was published in 2024. The trial, which randomized patients with intracranial hemorrhage to andexanet alfa or usual care, was mandated by the United States Food and Drug Administration as part of its conditional approval in 2018. This approval was originally based on the single-arm trial, The Andexanet Alfa, a Novel Antidote to the Anticoagulation Effects of Factor Xa Inhibitors (ANNEXA-4). ANNEXA-I was stopped early for benefit and showed a reduction in the number of patients with significant hematoma expansion. However, the study was not powered for clinical endpoints such as disability or death and showed no difference in these outcomes. It did, however, show an increased risk of thrombosis, predominantly stroke with andexanet alfa. In this perspective, I reflect on some of the key criticisms of the trial and the implications for its interpretation.
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Affiliation(s)
- Richard J. Buka
- Department of Cardiovascular Sciences, University of Birmingham, Birmingham, United Kingdom
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11
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Yu W, Alexander MJ. Spontaneous intracerebral hemorrhage: Recent advances and critical thinking on future clinical trial design. Chin Med J (Engl) 2024; 137:2899-2906. [PMID: 39654449 PMCID: PMC11706597 DOI: 10.1097/cm9.0000000000003408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Indexed: 01/11/2025] Open
Affiliation(s)
- Wengui Yu
- Department of Neurology, University of California Irvine, Irvine, CA, USA
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12
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Sciscent BY, Hallan DR, Bhanja D, Staub J, Crossman D, Rizk EB, Zacko JC, Park H, Hazard SW. Early Celecoxib Use in Spontaneous Intracerebral Hemorrhage is Associated with Reduced Mortality. Neurocrit Care 2024; 41:788-797. [PMID: 38750392 DOI: 10.1007/s12028-024-01996-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 04/03/2024] [Indexed: 11/28/2024]
Abstract
BACKGROUND Hemorrhagic strokes constitute 10-15% of all strokes and have the worst mortality and morbidity of all subtypes. Mortality and morbidity of spontaneous intracerebral hemorrhage (sICH) are often secondary to the effects of inflammation, brain edema, and swelling. Studies have shown that celecoxib, a selective cyclooxygenase 2 (COX-2) inhibitor, reduces perihematomal edema formation and inflammation. This study aimed to examine the impact of celecoxib on sICH outcomes. METHODS TriNetX, a multi-institutional research database, was retrospectively queried to identify patients with sICH. Outcomes in patients who received celecoxib within 5 days (cohort 1) were analyzed and compared to those in patients who did not receive celecoxib (cohort 2). The primary end point was mortality within 1 year of sICH. Secondary end points included ventilator dependence, tracheostomy, percutaneous endoscopic gastrostomy tube placement, craniotomy, deep venous thrombosis, pulmonary embolism, ischemic stroke, transient ischemia attack, myocardial infarction, and seizures. Further analysis was performed to assess these outcomes for patients treated with ibuprofen, a nonselective COX inhibitor. RESULTS After propensity score matching, 833 patients were identified in each cohort based on celecoxib use. Mortality at 1 year was significantly reduced in patients with sICH receiving celecoxib compared to those who did not (13.33% vs. 17.77%; p = 0.0124). Risks of ventilator dependence, tracheostomy, percutaneous endoscopic gastrostomy tube placement, craniotomy, deep venous thrombosis, pulmonary embolism, ischemic stroke, transient ischemia attack, myocardial infarction, and seizures were not significantly increased in patients who received celecoxib within 5 days of sICH compared to those who did not receive celecoxib. There was no significant difference in mortality between patients based on ibuprofen administration. CONCLUSIONS There exists a growing interest in using COX-2 as a potential target strategy for neuroprotection in patients with sICH, with some evidence of a mortality benefit in small cohort studies. This study shows that early celecoxib use is associated with decreased mortality in patients with sICH.
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Affiliation(s)
- Bao Y Sciscent
- Department of Neurosurgery, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA
| | - David R Hallan
- Department of Neurosurgery, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA.
| | - Debarati Bhanja
- Department of Neurosurgery, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA
| | - Jacob Staub
- Department of Neurosurgery, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA
| | - Derek Crossman
- Department of Neurosurgery, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA
| | - Elias B Rizk
- Department of Neurosurgery, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA
| | - J Christopher Zacko
- Department of Neurosurgery, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA
| | - Haejoe Park
- Department of Neurosurgery, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA
| | - Sprague W Hazard
- Department of Neurosurgery, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA
- Department of Anesthesia, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA
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13
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Mazzacane F, Moraru S, Del Bello B, Ferrari F, Ferro E, Persico A, Nawabi J, Padovani A, Cavallini A, Morotti A. Medial intracranial carotid artery calcifications and hematoma expansion in deep intracerebral hemorrhage. Ann Clin Transl Neurol 2024; 11:3246-3254. [PMID: 39497502 DOI: 10.1002/acn3.52240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 10/09/2024] [Accepted: 10/19/2024] [Indexed: 12/18/2024] Open
Abstract
BACKGROUND Medial intracranial carotid artery calcifications (ICAC) are associated with impaired vascular physiology, increased arterial stiffness and pulse pressure. Their presence might therefore be associated with increased risk of intracerebral hemorrhage (ICH) expansion, according to the avalanche model. We explored the association between ICAC presence and pattern and hematoma expansion (HE). METHODS Retrospective analysis of a monocentric, prospectively collected cohort of ICH patients admitted between June 2017 and October 2023. ICAC pattern was determined by Kockelkoren's rating scale on admission CT; medial ICAC were defined with a >6 points cutoff. A follow-up CT scan was performed within 72 h. HE was analyzed as a dichotomous (≥6 mL and/or ≥33%) and as a categorical (none/mild/moderate/severe) variable, and its predictors were explored with logistic and ordinal regression respectively, accounting for baseline volume, onset-to-CT time, and anticoagulation. All the analyses were stratified by ICH location (supratentorial deep vs lobar ICH). RESULTS A total of 201 patients were included (median age 78, 42% females, 59% deep ICH). Medial ICAC were significantly more common in deep ICH with HE compared with non-expanders (72% vs 49%, p = 0.03), whereas there was no association between ICAC and HE in lobar ICH (53% vs 52%, p = 0.85). This association between medial ICAC and HE in deep ICH remained significant in logistic (aOR 3.11, 95% CI [1.19-9.06], p = 0.03) and ordinal regression (acOR 2.42, 95% CI [1.19-4.99], p = 0.01). INTERPRETATION Ipsilateral medial ICAC are associated with higher odds of HE in deep ICH. Our findings are best interpreted as hypothesis generating, requiring prospective validation and further research to characterize the underlying biological mechanisms.
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Affiliation(s)
- Federico Mazzacane
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- Department of Stroke Unit and Emergency Neurology, IRCCS Mondino Foundation, Pavia, Italy
| | - Stefan Moraru
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- Department of Stroke Unit and Emergency Neurology, IRCCS Mondino Foundation, Pavia, Italy
| | - Beatrice Del Bello
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- Department of Stroke Unit and Emergency Neurology, IRCCS Mondino Foundation, Pavia, Italy
| | - Federica Ferrari
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- Department of Stroke Unit and Emergency Neurology, IRCCS Mondino Foundation, Pavia, Italy
| | - Erica Ferro
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Alessandra Persico
- Department of Stroke Unit and Emergency Neurology, IRCCS Mondino Foundation, Pavia, Italy
| | - Jawed Nawabi
- Department of Neuroradiology, Charité - Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health, Berlin, Germany
| | - 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
| | - Anna Cavallini
- Department of Stroke Unit and Emergency Neurology, IRCCS Mondino Foundation, Pavia, Italy
| | - 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
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14
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Zhang J, Zhang N, Li X, Bao L, Liang F, Wang P. Retrospective analysis of prognostic factors in HICH patients after neuroendoscopic hematoma evacuation. Sci Rep 2024; 14:29505. [PMID: 39604494 PMCID: PMC11603020 DOI: 10.1038/s41598-024-81106-6] [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: 07/23/2024] [Accepted: 11/25/2024] [Indexed: 11/29/2024] Open
Abstract
The objective of this study is to investigate key prognostic factors of clinical data and prognostic factors in patients with hypertensive intracerebral hemorrhage (HICH) who have undergone neuroendoscopic hematoma evacuation, specifically focusing on those with a hemorrhage volume of 20-40 mL, to identify the determinants influencing their prognosis. In this study, a total of 113 patients were ultimately included in the analysis. Variables such as age, preoperative Glasgow Coma Scale (GCS) scores, and hemorrhage locations were assessed. LASSO logistic regression was employed to select pertinent variables, which were then incorporated into a multivariate logistic regression model. The model's performance was evaluated using ROC and calibration curves, along with clinical utility curves, and the recovery times of patients were analyzed using Kaplan-Meier curves, complemented by COX regression analysis. These three variables-Age (OR: 0.811; 95% CI 0.711-0.925), GCS score (OR: 25.923; 95% CI 4.108-163.598), and ICH location (OR: 7.345; 95% CI 1.811-29.783)-are strong predictors of intracerebral hemorrhage prognosis. Among the patients analyzed, 85.84% experienced a favorable prognosis. Younger age, higher preoperative GCS scores, and hemorrhages located in the basal ganglia and cerebral lobes were associated with better outcomes (mRS score of 0-3) . The nomogram, validated by an ROC curve analysis yielding an AUC of 0.9417 and the Hosmer-Lemeshow test, demonstrated accurate predictive and calibration capabilities for postoperative prognosis in patients with hypertensive intracerebral hemorrhage. Kaplan-Meier intervals and COX regression analysis indicated that age is a significant factor affecting the recovery time of these patients. Age, GCS score, and ICH location are significant prognostic factors for patients undergoing neuroendoscopic hematoma evacuation following hypertensive intracerebral hemorrhage, with age being a particularly important determinant of recovery time. Younger age, higher GCS scores, and lobar hemorrhage are associated with better prognosis.
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Affiliation(s)
- Jing Zhang
- Intensive Care Unit, Yuebei People's Hospital of Shantou University Medical, Shaoguan, Guangdong, China
| | - Neng Zhang
- Neurosurgery, Yuebei People's Hospital of Shantou University Medical, Shaoguan, Guangdong, China
| | - Xia Li
- Neurosurgery, The Second People's Hospital of Changzhi City, Changzhi, Shanxi Province, China
| | - Long Bao
- Neurosurgery, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning Province, China
| | - Feng Liang
- Neurosurgery, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning Province, China
| | - Peng Wang
- Neurosurgery, Yuebei People's Hospital of Shantou University Medical, Shaoguan, Guangdong, China.
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15
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Bower MM, Giles JA, Sansing LH, Carhuapoma JR, Woo D. Stroke Controversies and Debates: Imaging in Intracerebral Hemorrhage. Stroke 2024; 55:2765-2771. [PMID: 39355925 PMCID: PMC11536919 DOI: 10.1161/strokeaha.123.043480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 08/13/2024] [Accepted: 09/06/2024] [Indexed: 10/03/2024]
Affiliation(s)
- Matthew M. Bower
- Johns Hopkins University School of Medicine, Department of Neurology, Baltimore, MD
| | - James A. Giles
- Yale University School of Medicine, Department of Neurology; New Haven, CT
| | - Lauren H. Sansing
- Yale University School of Medicine, Department of Neurology; New Haven, CT
| | | | - Daniel Woo
- University of Cincinnati College of Medicine, Department of Neurology; Cincinnati, OH
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16
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Yalcin C, Abramova V, Terceño M, Oliver A, Silva Y, Lladó X. Hematoma expansion prediction in intracerebral hemorrhage patients by using synthesized CT images in an end-to-end deep learning framework. Comput Med Imaging Graph 2024; 117:102430. [PMID: 39260113 DOI: 10.1016/j.compmedimag.2024.102430] [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: 03/08/2024] [Revised: 08/03/2024] [Accepted: 08/30/2024] [Indexed: 09/13/2024]
Abstract
Spontaneous intracerebral hemorrhage (ICH) is a type of stroke less prevalent than ischemic stroke but associated with high mortality rates. Hematoma expansion (HE) is an increase in the bleeding that affects 30%-38% of hemorrhagic stroke patients. It is observed within 24 h of onset and associated with patient worsening. Clinically it is relevant to detect the patients that will develop HE from their initial computed tomography (CT) scans which could improve patient management and treatment decisions. However, this is a significant challenge due to the predictive nature of the task and its low prevalence, which hinders the availability of large datasets with the required longitudinal information. In this work, we present an end-to-end deep learning framework capable of predicting which cases will exhibit HE using only the initial basal image. We introduce a deep learning framework based on the 2D EfficientNet B0 model to predict the occurrence of HE using initial non-contrasted CT scans and their corresponding lesion annotation as priors. We used an in-house acquired dataset of 122 ICH patients, including 35 HE cases, containing longitudinal CT scans with manual lesion annotations in both basal and follow-up (obtained within 24 h after the basal scan). Experiments were conducted using a 5-fold cross-validation strategy. We addressed the limited data problem by incorporating synthetic images into the training process. To the best of our knowledge, our approach is novel in the field of HE prediction, being the first to use image synthesis to enhance results. We studied different scenarios such as training only with the original scans, using standard image augmentation techniques, and using synthetic image generation. The best performance was achieved by adding five generated versions of each image, along with standard data augmentation, during the training process. This significantly improved (p=0.0003) the performance obtained with our baseline model using directly the original CT scans from an Accuracy of 0.56 to 0.84, F1-Score of 0.53 to 0.82, Sensitivity of 0.51 to 0.77, and Specificity of 0.60 to 0.91, respectively. The proposed approach shows promising results in predicting HE, especially with the inclusion of synthetically generated images. The obtained results highlight the significance of this research direction, which has the potential to improve the clinical management of patients with hemorrhagic stroke. The code is available at: https://github.com/NIC-VICOROB/HE-prediction-SynthCT.
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Affiliation(s)
- Cansu Yalcin
- Computer Vision and Robotics Group, University of Girona, Girona, Spain.
| | - Valeriia Abramova
- Computer Vision and Robotics Group, University of Girona, Girona, Spain
| | - Mikel Terceño
- Department of Neurology, Hospital Universitari Dr Josep Trueta - Institut d'Investigació Biomèdica de Girona, Girona, Spain
| | - Arnau Oliver
- Computer Vision and Robotics Group, University of Girona, Girona, Spain
| | - Yolanda Silva
- Department of Neurology, Hospital Universitari Dr Josep Trueta - Institut d'Investigació Biomèdica de Girona, Girona, Spain
| | - Xavier Lladó
- Computer Vision and Robotics Group, University of Girona, Girona, Spain
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Yamamoto T, Watabe T, Yamashiro S, Tokushige K, Nakajima N, Arakawa Y, Mine Y. Safety of Endoscopic Surgery for Spontaneous Intracerebral Hemorrhage in the Registry of Intracerebral Hemorrhage Treated by Endoscopic Hematoma Evacuation in Japan. World Neurosurg 2024; 189:e370-e379. [PMID: 38906472 DOI: 10.1016/j.wneu.2024.06.058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Revised: 06/09/2024] [Accepted: 06/10/2024] [Indexed: 06/23/2024]
Abstract
OBJECTIVE The long history of treatment for intracerebral hemorrhage (ICH) includes the development of surgical procedures. However, few studies have demonstrated that surgery improved the functional outcome. The present study used the prospective Registry of Intracerebral hemorrhage treated by endoscopic hematoma evacuation of the outcomes in endoscopic surgery, which is widely followed in Japan, to try to establish clinical evidence. METHODS The Registry of Intracerebral hemorrhage treated by endoscopic hematoma evacuation is a multicenter, prospective registry in Japan, and included 143 surgical cases treated by certified neurosurgeons. The etiology and the location of ICH was evaluated by univariate and multivariate analyses as follows: deep, surface, intraventricular hemorrhage, cerebellum, and surgical outcome. RESULTS Hematoma location was deep in 44.8% of cases, intraventricular hemorrhage in 19.6%, surface in 21.7%, and cerebellum in 14.0%. Most cases were treated in the ultraearly stage within 8 hours. Mean hematoma evacuation rate was 83.6% and median residual hematoma volume was 3.0 ml. Duration of surgery was median 78 minutes. Rebleeding as a complication was observed in 6.7%, but only 2.9% were symptomatic. 2 cases required reoperation. Favorable outcome at 6 months was achieved in 35.8% of cases, with a mortality rate of 5.6%. CONCLUSIONS Endoscopic surgery for spontaneous ICH is safe and comparable to conventional surgery. The time required for the procedure was significantly reduced, demonstrating the minimally invasive character of the surgical burden. However, this study did not establish whether minimally invasive surgery is superior to conservative treatment. Future randomized controlled trials should clarify the effectiveness of the treatment.
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Affiliation(s)
- Takuji Yamamoto
- Department of Neurosurgery, Juntendo University Shizuoka Hospital, Izunokuni, Shizuoka, Japan.
| | - Takeya Watabe
- Department of Neurosurgery, Hakuaikai Hospital, Fuwa-gun, Gifu, Japan
| | - Shigeo Yamashiro
- Division of Neurosurgery, Cerebrovascular Medicine and Surgery, Saiseikai Kumamoto Hospital, Kumamoto, Japan
| | - Kazuo Tokushige
- Department of Neurosurgery, Saitama Sekishinkai Hospital, Sayama, Japan
| | | | - Yoshiki Arakawa
- Department of Neurosurgery, Kyoto University Graduate School of Medicine, Sakyo-ku, Kyoto, Japan
| | - Yutaka Mine
- Department of Neurosurgery, Saiseikai Yokohamashi Tobu Hospital, Yokohama, Kanagawa, Japan; Department of Neurosurgery, Tokyo Medical Center, National Hospital Organization, Tokyo, Japan
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18
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Jang JS, Park YS. Contributing factors of spontaneous intracerebral hemorrhage development in young adults. J Cerebrovasc Endovasc Neurosurg 2024; 26:274-283. [PMID: 38897595 PMCID: PMC11449540 DOI: 10.7461/jcen.2024.e2023.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 04/25/2024] [Accepted: 05/04/2024] [Indexed: 06/21/2024] Open
Abstract
OBJECTIVE The incidence of spontaneous intracerebral hemorrhage (ICH) in young people is relatively low; however, it leads to devastating lifelong neurologic deficits. We focused on spontaneous ICH occurring in young adults between 30 and 50 years of age. METHODS We retrospectively reviewed the records of 139 patients, aged 30-50 years, diagnosed with spontaneous ICH between 2011 and 2021. Cases of ICH attributable to discernible causative lesions were excluded. Demographic data, laboratory results, image findings, and clinical outcome were analyzed. RESULTS After exclusions, 73 patients were included in this study. Common characteristics among the study patients included male sex (83.6%), high body mass index (>25 kg/m2, 45.8%), smoking history (47.2%), heavy alcohol consumption (30.6%), previously diagnosed hypertension (41.1%), high serum triglyceride level (>150 mg/dL, 33.3%), and microbleeds or white matter changes observed on magnetic resonance images (51.3%). In the multivariate analysis, previously diagnosed hypertension was the sole significant risk factor for cerebral small vessel (OR 7.769, P=0.031). Age, brain stem location, Glasgow Coma Scale score at admission, and hematoma volume were associated with poor outcomes. CONCLUSIONS Hypertension, obesity, smoking, and cerebral small vessel disease were important factors associated with non-lesional spontaneous intracerebral hemorrhage in young patients. Radiologic changes corresponding to cerebral small vessel disease appeared in young patients (in their 30s) and they were associated with hypertension.
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Affiliation(s)
- Ju-Sung Jang
- Department of Neurosurgery, Seoul National University Hospital, Seoul, Korea
| | - Yong-sook Park
- Department of Neurosurgery, Chung-Ang University Hospital, Seoul, Korea
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19
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Karasik D, Cabrera CI, Shammassian B, Wright JM, Bambakidis N, D'Anza B. Benefits of Neurosurgical Teleconsults in the Management of Intracerebral Hemorrhage: Transfers and Transportation Cost Reduction. World Neurosurg 2024; 189:e485-e491. [PMID: 38936617 DOI: 10.1016/j.wneu.2024.06.099] [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: 06/12/2024] [Accepted: 06/19/2024] [Indexed: 06/29/2024]
Abstract
BACKGROUND Our study explores the efficacy and economic benefits of neurosurgical teleconsultations in managing intracerebral hemorrhage (ICH), focusing on reducing unnecessary patient transfers and associated costs. METHODS We conducted a cost-savings analysis at our institution of a previously published pilot study involving a cohort of patients with ICH who were potential candidates for airlift to our tertiary care center but instead received neurosurgical consultation via teleconsultation to avoid the transfer. Data on patient demographics, distances, and costs were collected and analyzed to assess the economic impact of teleconsultations. RESULTS The cohort comprised 14 patients; we noted significant cost savings from avoiding interhospital transfers, ranging from $84,346.52 to $120,495.03 per patient. Teleconsultations facilitated immediate, collaborative decision-making between healthcare providers at community hospitals and a tertiary care center, reducing the need for expensive air transportation and unnecessary hospital transfers. CONCLUSIONS Neurosurgical teleconsultations offer a cost-effective alternative to traditional patient transfer methods for ICH management, providing substantial economic benefits while maintaining high physician and patient-family satisfaction levels. This study underscores the potential of our teleneurosurgery program to significantly reduce costs by reducing unnecessary financial burdens on patients' families and healthcare systems.
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Affiliation(s)
- Daniel Karasik
- Department of Otolaryngology-Head and Neck Surgery, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA; Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Claudia I Cabrera
- Department of Otolaryngology-Head and Neck Surgery, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA; Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Berje Shammassian
- Department of Neurological Surgery, Louisiana State University Health Sciences New Orleans, Louisiana, USA
| | - James M Wright
- Department of Neurological Surgery, Oregon Health & Science University, Portland, Oregon, USA
| | - Nicholas Bambakidis
- Case Western Reserve University School of Medicine, Cleveland, Ohio, USA; Department of Neurological Surgery, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Brian D'Anza
- Department of Otolaryngology-Head and Neck Surgery, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA; Case Western Reserve University School of Medicine, Cleveland, Ohio, USA. Brian.D'
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20
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Cottarelli A, Mamoon R, Ji R, Mao E, Boehme A, Kumar A, Song S, Allegra V, Sharma SV, Konofagou E, Spektor V, Guo J, Connolly ES, Sekar P, Woo D, Roh DJ. Low hemoglobin causes hematoma expansion and poor intracerebral hemorrhage outcomes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.15.608155. [PMID: 39229082 PMCID: PMC11370400 DOI: 10.1101/2024.08.15.608155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/05/2024]
Abstract
Objectives Although lower hemoglobin levels associate with worse intracerebral hemorrhage (ICH) outcomes, causal drivers for this relationship remain unclear. We investigated the hypothesis that lower hemoglobin relates to increased hematoma expansion (HE) risk and poor outcomes using human observational data and assessed causal relationships using a translational murine model of anemia and ICH. Methods ICH patients with baseline hemoglobin measurements and serial CT neuroimaging enrolled between 2010-2016 to a multicenter, prospective observational cohort study were studied. Patients with systemic evidence of coagulopathy were excluded. Separate regression models assessed relationships of baseline hemoglobin with HE (≥33% and/or ≥6mL growth) and poor long-term neurological outcomes (modified Rankin Scale 4-6) after adjusting for relevant covariates. Using a murine collagenase ICH model with serial neuroimaging in anemic vs. non-anemic C57/BL6 mice, intergroup differences in ICH lesion volume, ICH volume changes, and early mortality were assessed. Results Among 1190 ICH patients analyzed, lower baseline hemoglobin levels associated with increased odds of HE (adjusted OR per -1g/dL hemoglobin decrement: 1.10 [1.02-1.19]) and poor 3-month clinical outcomes (adjusted OR per -1g/dL hemoglobin decrement: 1.11 [1.03-1.21]). Similar relationships were seen with poor 6 and 12-month outcomes. In our animal model, anemic mice had significantly greater ICH lesion expansion, final lesion volumes, and greater mortality, as compared to non-anemic mice. Conclusions These results, in a human cohort and a mouse model, provide novel evidence suggesting that anemia has causal roles in HE and poor ICH outcomes. Additional studies are required to clarify whether correcting anemia can improve these outcomes.
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Affiliation(s)
- Azzurra Cottarelli
- Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Rayan Mamoon
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Robin Ji
- Department of Biomedical Engineering, Columbia University, New York, NY
| | - Eric Mao
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Amelia Boehme
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Aditya Kumar
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Sandy Song
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Valentina Allegra
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Sabrina V. Sharma
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Elisa Konofagou
- Department of Biomedical Engineering, Columbia University, New York, NY
| | - Vadim Spektor
- Department of Radiology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Jia Guo
- Department of Psychiatry, Columbia University, New York, NY
| | - E. Sander Connolly
- Department of Neurological Surgery, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Padmini Sekar
- Department of Neurology, University of Cincinnati Academic Health Center, Cincinnati, OH
| | - Daniel Woo
- Department of Neurology, University of Cincinnati Academic Health Center, Cincinnati, OH
| | - David J. Roh
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
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21
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Zhang Q, Chen Z, Chen Y, Jiang Z, Li W, Li Y, Yao Z, Fu W, Fang Y, Li M, Niu Y. Novel Intraoperative and Pathological Findings Related to Computed Tomography Angiography Spot Signs in Intracerebral Hemorrhage Patients: A Case Report. CLINICAL MEDICINE INSIGHTS-CASE REPORTS 2024; 17:11795476241265275. [PMID: 39070918 PMCID: PMC11283649 DOI: 10.1177/11795476241265275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 06/11/2024] [Indexed: 07/30/2024]
Abstract
Introduction A spot sign on computed tomography angiography (CTA) scan is a widely recognized radiographic indicator of primary intracerebral hemorrhage (ICH) used to predict early hematoma expansion. Nonetheless, recent multicenter studies have indicated that its predictive value for hematoma expansion is not as significant as previously stated. Therefore, identifying the reasons for the poor performance of these studies is imperative. Case presentation A 48-year-old man presented with a 9-hour history of alalia and right limb hemiplegia. Noncontrast computed tomography (CT) revealed a hematoma in the left frontal lobe, while CTA showed a spot sign within the hematoma, leading to a diagnosis of frontal lobe hemorrhage. During the surgical procedure, a blood clot was removed, revealing the presence of 3 mm of saccular tissue resembling an aneurysm. The process of exposing its complete form resulted in its rupture and bleeding. The location of this tissue at the top of the hematoma cavity corresponded to the CTA spot sign. Pathological examination confirmed that the characteristics of the tissue wall were consistent with those of a pseudoaneurysm. Conclusion This case suggests that more stringent identification criteria should be established in studies predicting ICH expansion using the spot sign on CTA to differentiate and exclude pseudoaneurysms, thereby improving the accuracy of predicting early hematoma expansion using the CTA spot sign.
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Affiliation(s)
- Qiang Zhang
- Department of Neurosurgery, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
- Department of Neurosurgery, The 961st Hospital of the Chinese People’s Liberation Army Joint Logistic Support Force, Qiqihar, China
| | - Zhi Chen
- Department of Neurosurgery, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Yujie Chen
- Department of Neurosurgery, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Zhouyang Jiang
- Department of Neurosurgery, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Wenyan Li
- Department of Neurosurgery, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Yingpei Li
- Department of Neurosurgery, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Zhuo Yao
- Department of Radiology, The 961st Hospital of the Chinese People’s Liberation Army Joint Logistic Support Force, Qiqihar, China
| | - Wenchao Fu
- Department of Neurosurgery, The 961st Hospital of the Chinese People’s Liberation Army Joint Logistic Support Force, Qiqihar, China
| | - Yanyu Fang
- Department of Neurosurgery, The 961st Hospital of the Chinese People’s Liberation Army Joint Logistic Support Force, Qiqihar, China
| | - Mo Li
- Department of Neurosurgery, The 961st Hospital of the Chinese People’s Liberation Army Joint Logistic Support Force, Qiqihar, China
| | - Yin Niu
- Department of Neurosurgery, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
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22
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Wu R, Hong T, Li Y. Systematic Evaluation of Hematoma Expansion Models in Spontaneous Intracerebral Hemorrhage: A Meta-Analysis and Meta-Regression Approach. Cerebrovasc Dis 2024:1-11. [PMID: 39019017 DOI: 10.1159/000540223] [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: 04/10/2024] [Accepted: 07/02/2024] [Indexed: 07/19/2024] Open
Abstract
INTRODUCTION Accurate prediction of hematoma expansion (HE) in spontaneous intracerebral hemorrhage (sICH) is crucial for tailoring patient-specific treatments and improving outcomes. Recent advancements have yielded numerous HE risk factors and predictive models. This study aims to evaluate the characteristics and efficacy of existing HE prediction models, offering insights for performance enhancement. METHODS A comprehensive search was conducted in PubMed for observational studies and randomized controlled trials focusing on HE prediction, written in English. The prediction models were categorized based on their incorporated features and modeling methodology. Rigorous quality and bias assessments were performed. A meta-analysis of studies reporting C-statistics was executed to assess and compare the performance of current HE prediction models. Meta-regression was utilized to explore heterogeneity sources. RESULTS From 358 initial records, 22 studies were deemed eligible, encompassing traditional models, hematoma imaging feature models, and models based on artificial intelligence or radiomics. Meta-analysis of 11 studies, involving 12,087 sICH patients, revealed an aggregated C-statistic of 0.74 (95% CI: 0.69-0.78) across seven HE prediction models. Eight characteristics related to development cohorts were identified as key factors contributing to performance variability among these models. CONCLUSION The findings indicate that the current predictive capacity for HE risk remains suboptimal. Enhanced accuracy in HE prediction is vital for effectively targeting patient populations most likely to benefit from tailored treatment strategies.
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Affiliation(s)
- Ruoru Wu
- Department of Neurosurgery, Xuanwu Hospital, China International Neuroscience Institute, Capital Medical University, Beijing, China
| | - Tao Hong
- Department of Neurosurgery, Xuanwu Hospital, China International Neuroscience Institute, Capital Medical University, Beijing, China
| | - Ye Li
- Department of Neurosurgery, Xuanwu Hospital, China International Neuroscience Institute, Capital Medical University, Beijing, China
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23
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Li R, Feng S, Zhu Y. Dynamic Changes in Intracerebral Hemorrhage during Computed Tomography Scanning after Stent Implantation of Middle Cerebral Artery. Neurol India 2024; 72:897-898. [PMID: 39216059 DOI: 10.4103/neurol-india.neurol-india-d-23-00625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 06/24/2024] [Indexed: 09/04/2024]
Affiliation(s)
- Rui Li
- Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, P.R. China
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24
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Ruff IM, de Havenon A, Bergman DL, Dugue R, Frontera JA, Goldstein JN, Hemphill JC, Marulanda-Londono E, Prabhakaran S, Richards CT, Sunmonu NA, Vilar P, Wolfe SQ. 2024 AHA/ASA Performance and Quality Measures for Spontaneous Intracerebral Hemorrhage: A Report From the American Heart Association/American Stroke Association. Stroke 2024; 55:e199-e230. [PMID: 38695183 DOI: 10.1161/str.0000000000000464] [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] [Indexed: 06/26/2024]
Abstract
The American Heart Association/American Stroke Association released a revised spontaneous intracerebral hemorrhage guideline in 2022. A working group of stroke experts reviewed this guideline and identified a subset of recommendations that were deemed suitable for creating performance measures. These 15 performance measures encompass a wide spectrum of intracerebral hemorrhage patient care, from prehospital to posthospital settings, highlighting the importance of timely interventions. The measures also include 5 quality measures and address potential challenges in data collection, with the aim of future improvements.
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25
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Kumar A, Witsch J, Frontera J, Qureshi AI, Oermann E, Yaghi S, Melmed KR. Predicting hematoma expansion using machine learning: An exploratory analysis of the ATACH 2 trial. J Neurol Sci 2024; 461:123048. [PMID: 38749281 DOI: 10.1016/j.jns.2024.123048] [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: 12/19/2023] [Revised: 05/07/2024] [Accepted: 05/10/2024] [Indexed: 06/13/2024]
Abstract
INTRODUCTION Hematoma expansion (HE) in patients with intracerebral hemorrhage (ICH) is a key predictor of poor prognosis and potentially amenable to treatment. This study aimed to build a classification model to predict HE in patients with ICH using deep learning algorithms without using advanced radiological features. METHODS Data from the ATACH-2 trial (Antihypertensive Treatment of Acute Cerebral Hemorrhage) was utilized. Variables included in the models were chosen as per literature consensus on salient variables associated with HE. HE was defined as increase in either >33% or 6 mL in hematoma volume in the first 24 h. Multiple machine learning algorithms were employed using iterative feature selection and outcome balancing methods. 70% of patients were used for training and 30% for internal validation. We compared the ML models to a logistic regression model and calculated AUC, accuracy, sensitivity and specificity for the internal validation models respective models. RESULTS Among 1000 patients included in the ATACH-2 trial, 924 had the complete parameters which were included in the analytical cohort. The median [interquartile range (IQR)] initial hematoma volume was 9.93.mm3 [5.03-18.17] and 25.2% had HE. The best performing model across all feature selection groups and sampling cohorts was using an artificial neural network (ANN) for HE in the testing cohort with AUC 0.702 [95% CI, 0.631-0.774] with 8 hidden layer nodes The traditional logistic regression yielded AUC 0.658 [95% CI, 0.641-0.675]. All other models performed with less accuracy and lower AUC. Initial hematoma volume, time to initial CT head, and initial SBP emerged as most relevant variables across all best performing models. CONCLUSION We developed multiple ML algorithms to predict HE with the ANN classifying the best without advanced radiographic features, although the AUC was only modestly better than other models. A larger, more heterogenous dataset is needed to further build and better generalize the models.
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Affiliation(s)
- Arooshi Kumar
- Rush University Medical Center, Department of Neurology, Chicago, IL 60612, United States of America.
| | - Jens Witsch
- Hospital of the University of Pennsylvania, Department of Neurology, Philadelphia, PA 19104, United States of America
| | - Jennifer Frontera
- NYU Langone Medical Center, Department of Neurology, New York, NY 10016, United States of America
| | - Adnan I Qureshi
- Zeenat Qureshi Stroke Institutes and Department of Neurology, University of Missouri, Columbia, MO 65201, United States of America
| | - Eric Oermann
- NYU Langone Medical Center, Department of Neurology, New York, NY 10016, United States of America
| | - Shadi Yaghi
- Warren Alpert Medical School of Brown University, Department of Neurology, Providence, RI 02903, United States of America
| | - Kara R Melmed
- NYU Langone Medical Center, Department of Neurology, New York, NY 10016, United States of America; NYU Langone Medical Center, Department of Neurosurgery, New York, NY 10016, United States of America
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Tandean S, Japardi I, Rusda M, Indharty RS, Lelo A, Aman RA, Amin MM, Siahaan AMP, Eyanoer PC, D’Prinzessin CA, Lesmana R, Popova M, Trusheva B, Bankova V, Zulhendri F. Chemical Composition and Neuroprotective Properties of Indonesian Stingless Bee ( Geniotrigona thoracica) Propolis Extract in an In-Vivo Model of Intracerebral Hemorrhage (ICH). Nutrients 2024; 16:1880. [PMID: 38931235 PMCID: PMC11206540 DOI: 10.3390/nu16121880] [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: 04/10/2024] [Revised: 06/04/2024] [Accepted: 06/10/2024] [Indexed: 06/28/2024] Open
Abstract
Stroke is the world's second-leading cause of death. Current treatments for cerebral edema following intracerebral hemorrhage (ICH) mainly involve hyperosmolar fluids, but this approach is often inadequate. Propolis, known for its various beneficial properties, especially antioxidant and anti-inflammatory properties, could potentially act as an adjunctive therapy and help alleviate stroke-associated injuries. The chemical composition of Geniotrigona thoracica propolis extract was analyzed by GC-MS after derivatization for its total phenolic and total flavonoid content. The total phenolic content and total flavonoid content of the propolis extract were 1037.31 ± 24.10 μg GAE/mL and 374.02 ± 3.36 μg QE/mL, respectively. By GC-MS analysis, its major constituents were found to be triterpenoids (22.4% of TIC). Minor compounds, such as phenolic lipids (6.7% of TIC, GC-MS) and diterpenic acids (2.3% of TIC, GC-MS), were also found. Ninety-six Sprague Dawley rats were divided into six groups; namely, the control group, the ICH group, and four ICH groups that received the following therapies: mannitol, propolis extract (daily oral propolis administration after the ICH induction), propolis-M (propolis and mannitol), and propolis-B+A (daily oral propolis administration 7 days prior to and 72 h after the ICH induction). Neurocognitive functions of the rats were analyzed using the rotarod challenge and Morris water maze. In addition, the expression of NF-κB, SUR1-TRPM4, MMP-9, and Aquaporin-4 was analyzed using immunohistochemical methods. A TUNEL assay was used to assess the percentage of apoptotic cells. Mannitol significantly improved cognitive-motor functions in the ICH group, evidenced by improved rotarod and Morris water maze completion times, and lowered SUR-1 and Aquaporin-4 levels. It also significantly decreased cerebral edema by day 3. Similarly, propolis treatments (propolis-A and propolis-B+A) showed comparable improvements in these tests and reduced edema. Moreover, combining propolis with mannitol (propolis-M) further enhanced these effects, particularly in reducing edema and the Virchow-Robin space. These findings highlight the potential of propolis from the Indonesian stingless bee, Geniotrigona thoracica, from the Central Tapanuli region as a neuroprotective, adjunctive therapy.
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Affiliation(s)
- Steven Tandean
- Philosophy Doctor in Medicine Programme, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia; (S.T.); (M.R.); (R.S.I.); (A.L.); (M.M.A.); (A.M.P.S.); (P.C.E.)
- Department of Neurosurgery, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia
| | - Iskandar Japardi
- Philosophy Doctor in Medicine Programme, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia; (S.T.); (M.R.); (R.S.I.); (A.L.); (M.M.A.); (A.M.P.S.); (P.C.E.)
| | - Muhammad Rusda
- Philosophy Doctor in Medicine Programme, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia; (S.T.); (M.R.); (R.S.I.); (A.L.); (M.M.A.); (A.M.P.S.); (P.C.E.)
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynaecology, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia
| | - Rr Suzy Indharty
- Philosophy Doctor in Medicine Programme, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia; (S.T.); (M.R.); (R.S.I.); (A.L.); (M.M.A.); (A.M.P.S.); (P.C.E.)
- Department of Neurosurgery, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia
| | - Aznan Lelo
- Philosophy Doctor in Medicine Programme, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia; (S.T.); (M.R.); (R.S.I.); (A.L.); (M.M.A.); (A.M.P.S.); (P.C.E.)
- Department of Pharmacology and Therapeutics, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia
| | - Renindra Ananda Aman
- Department of Neurosurgery, Faculty of Medicine, Universitas Indonesia, Cipto Mangunkusumo National General Hospital, Jakarta 10430, Indonesia;
| | - Mustafa Mahmud Amin
- Philosophy Doctor in Medicine Programme, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia; (S.T.); (M.R.); (R.S.I.); (A.L.); (M.M.A.); (A.M.P.S.); (P.C.E.)
- Department of Psychiatry, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia
| | - Andre Marolop Pangihutan Siahaan
- Philosophy Doctor in Medicine Programme, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia; (S.T.); (M.R.); (R.S.I.); (A.L.); (M.M.A.); (A.M.P.S.); (P.C.E.)
- Department of Neurosurgery, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia
| | - Putri Chairani Eyanoer
- Philosophy Doctor in Medicine Programme, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia; (S.T.); (M.R.); (R.S.I.); (A.L.); (M.M.A.); (A.M.P.S.); (P.C.E.)
- Department of Community and Preventive Medicine, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia
| | - Celine Augla D’Prinzessin
- Undergraduate Program in Medicine, Faculty of Medicine, Universitas Sumatera Utara, Medan 20155, Indonesia;
| | - Ronny Lesmana
- Physiology Division, Department of Biomedical Sciences, Faculty of Medicine, Universitas Padjadjaran, Kabupaten Sumedang, West Java 45363, Indonesia;
| | - Milena Popova
- Institute of Organic Chemistry with Centre of Phytochemistry, Bulgarian Academy of Sciences, 1113 Sofia, Bulgaria; (M.P.); (B.T.); (V.B.)
| | - Boryana Trusheva
- Institute of Organic Chemistry with Centre of Phytochemistry, Bulgarian Academy of Sciences, 1113 Sofia, Bulgaria; (M.P.); (B.T.); (V.B.)
| | - Vassya Bankova
- Institute of Organic Chemistry with Centre of Phytochemistry, Bulgarian Academy of Sciences, 1113 Sofia, Bulgaria; (M.P.); (B.T.); (V.B.)
| | - Felix Zulhendri
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Kabupaten Sumedang, Jawa Barat 45363, Indonesia
- Kebun Efi, Kabupaten Karo, Sumatera Utara 22171, Indonesia
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Kim HW, Wu KLK, Tam KW, Chan YS, Shum DKY. Pericyte derivation and transplantation for blood-CNS barrier reconstitution in CNS disorders. IBRO Neurosci Rep 2024; 16:147-154. [PMID: 39007089 PMCID: PMC11240299 DOI: 10.1016/j.ibneur.2023.12.007] [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: 03/04/2023] [Revised: 12/09/2023] [Accepted: 12/29/2023] [Indexed: 07/16/2024] Open
Abstract
Disruption of the blood-central nervous system barrier (BCB) is increasingly recognized as a pathological factor in diseases and trauma of the central nervous system. Despite the neuropathological impact, current treatment modalities do not target the BCB; strategies to reconstitute the impaired BCB have been restricted to nutritional and dietary remedies. As an integral cell type in the neurovascular unit, pericytes are crucial to the development, maintenance, and repair of the BCB. As such, pericytes are well poised as cellular agents for reconstitution of the impaired BCB. Here, we summarize recent revelations regarding the role of BCB disruption in diseases and trauma of the central nervous system and highlight how pericytes are harnessed to provide targeted therapeutic effect in each case. This review will also address how recent advances in pericyte derivation strategies can serve to overcome practical hurdles in the clinical use of pericytes.
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Affiliation(s)
- Hyun Woo Kim
- Department of Orthopedics and Traumatology, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Kenneth Lap Kei Wu
- School of Biomedical Sciences, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Kin-Wai Tam
- School of Biomedical Sciences, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Ying-Shing Chan
- School of Biomedical Sciences, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- State Key Laboratory for Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, China
| | - Daisy Kwok-Yan Shum
- School of Biomedical Sciences, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- State Key Laboratory for Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, China
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Schwabauer E, Piccininni M, Freitag E, Ebinger M, Geisler F, Harmel P, Hille A, Lorenz-Meyer I, Rohrpasser-Napierkowski I, Kurth T, Rohmann JL, Endres M, Schlunk F, Weber J, Wendt M, Audebert HJ. Effects of Mobile Stroke Unit dispatch on blood pressure management and outcomes in patients with intracerebral haematoma: Results from the Berlin_Prehospital Or Usual Care Delivery in acute Stroke (B_PROUD) controlled intervention study. Eur Stroke J 2024; 9:366-375. [PMID: 38014623 PMCID: PMC11318420 DOI: 10.1177/23969873231213156] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 10/11/2023] [Indexed: 11/29/2023] Open
Abstract
INTRODUCTION In patients with acute intracerebral haemorrhage (ICH) and elevated systolic blood pressure (BP), guidelines suggest that systolic BP reduction to <140 mmHg should be rapidly initiated. Compared with conventional care, Mobile Stroke Units (MSUs) allow for earlier ICH diagnosis through prehospital imaging and earlier BP lowering. PATIENTS AND METHODS ICH patients were prospectively evaluated as a cohort of the controlled B_PROUD-study in which MSU availability alone determined MSU dispatch in addition to conventional ambulance. We used inverse probability of treatment weighting to adjust for confounding to estimate the effect of additional MSU dispatch in ICH patients. Outcomes of interest were 7-day mortality (primary), systolic BP (sBP) at hospital arrival, dispatch-to-imaging time, largest haematoma volume, anticoagulation reversal, length of in-hospital stay, 3-month functional outcome. RESULTS Between February 2017 and May 2019, MSUs were dispatched to 95 (mean age: 72 ± 13 years, 45% female) and only conventional ambulances to 78 ICH patients (mean age: 71 ± 12 years, 44% female). After adjusting for confounding, we found shorter dispatch-to-imaging time (mean difference: -17.75 min, 95% CI: -27.16 to -8.21 min) and lower sBP at hospital arrival (mean difference = -16.31 mmHg, 95% CI: -30.64 to -6.19 mmHg) in the MSU group. We found no statistically significant difference for the other outcomes, including 7-day mortality (adjusted odds ratio: 1.43, 95% CI: 0.68 to 3.31) or favourable outcome (adjusted odds ratio = 0.67, 95% CI: 0.27 to 1.67). CONCLUSIONS Although MSU dispatch led to sBP reduction and lower dispatch-to-imaging time compared to conventional ambulance care, we found no evidence of better outcomes in the MSU dispatch group.
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Affiliation(s)
- Eugen Schwabauer
- Klinik für Neurologie mit Stroke Unit; Vivantes Klinikum Neukölln, Berlin, Germany
| | - Marco Piccininni
- Center for Stroke Research Berlin, Charité – Universitätsmedizin Berlin, Berlin, Germany
- Institute of Public Health, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Erik Freitag
- Center for Stroke Research Berlin, Charité – Universitätsmedizin Berlin, Berlin, Germany
- Klinik und Hochschulambulanz für Neurologie, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Martin Ebinger
- Center for Stroke Research Berlin, Charité – Universitätsmedizin Berlin, Berlin, Germany
- Klinik für Neurologie, Medical Park Berlin Humboldtmühle, Berlin, Germany
| | - Frederik Geisler
- Klinik und Hochschulambulanz für Neurologie, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Peter Harmel
- Klinik und Hochschulambulanz für Neurologie, Charité – Universitätsmedizin Berlin, Berlin, Germany
- Berlin Institute of Health (BIH), Berlin, Germany
| | - Annegret Hille
- Center for Stroke Research Berlin, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Irina Lorenz-Meyer
- Center for Stroke Research Berlin, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | | | - Tobias Kurth
- Institute of Public Health, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Jessica L Rohmann
- Center for Stroke Research Berlin, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Matthias Endres
- Center for Stroke Research Berlin, Charité – Universitätsmedizin Berlin, Berlin, Germany
- Klinik und Hochschulambulanz für Neurologie, Charité – Universitätsmedizin Berlin, Berlin, Germany
- Berlin Institute of Health (BIH), Berlin, Germany
- German Centre for Cardiovascular Research (DZHK), Partner Site Berlin, Berlin, Germany
- NeuroCure Cluster of Excellence, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE), Partner Site Berlin, Berlin, Germany
| | - Frieder Schlunk
- Berlin Institute of Health (BIH), Berlin, Germany
- Institut für Neuroradiologie, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Joachim Weber
- Center for Stroke Research Berlin, Charité – Universitätsmedizin Berlin, Berlin, Germany
- Klinik und Hochschulambulanz für Neurologie, Charité – Universitätsmedizin Berlin, Berlin, Germany
- Berlin Institute of Health (BIH), Berlin, Germany
| | | | - Heinrich J Audebert
- Center for Stroke Research Berlin, Charité – Universitätsmedizin Berlin, Berlin, Germany
- Klinik und Hochschulambulanz für Neurologie, Charité – Universitätsmedizin Berlin, Berlin, Germany
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Rodriguez-Luna D, Pancorbo O, Llull L, Silva Y, Prats-Sanchez L, Muchada M, Rudilosso S, Terceño M, Ramos-Pachón A, Hernandez Guillamon M, Coscojuela P, Blasco J, Perez-Hoyos S, Chamorro A, Molina CA. Effects of Achieving Rapid, Intensive, and Sustained Blood Pressure Reduction in Intracerebral Hemorrhage Expansion and Functional Outcome. Neurology 2024; 102:e209244. [PMID: 38598746 DOI: 10.1212/wnl.0000000000209244] [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: 04/12/2024] Open
Abstract
BACKGROUND AND OBJECTIVES The time taken to achieve blood pressure (BP) control could be pivotal in the benefits of reducing BP in acute intracerebral hemorrhage (ICH). We aimed to assess the relationship between the rapid achievement and sustained maintenance of an intensive systolic BP (SBP) target with radiologic, clinical, and functional outcomes. METHODS Rapid, Intensive, and Sustained BP lowering in Acute ICH (RAINS) was a multicenter, prospective, observational cohort study of adult patients with ICH <6 hours and SBP ≥150 mm Hg at 4 Comprehensive Stroke Centers during a 4.5-year period. Patients underwent baseline and 24-hour CT scans and 24-hour noninvasive BP monitoring. BP was managed under a rapid (target achievement ≤60 minutes), intensive (target SBP <140 mm Hg), and sustained (target stability for 24 hours) BP protocol. SBP target achievement ≤60 minutes and 24-hour SBP variability were recorded. Outcomes included hematoma expansion (>6 mL or >33%) at 24 hours (primary outcome), early neurologic deterioration (END, 24-hour increase in NIH Stroke Scale score ≥4), and 90-day ordinal modified Rankin scale (mRS) score. Analyses were adjusted by age, sex, anticoagulation, onset-to-imaging time, ICH volume, and intraventricular extension. RESULTS We included 312 patients (mean age 70.2 ± 13.3 years, 202 [64.7%] male). Hematoma expansion occurred in 70/274 (25.6%) patients, END in 58/291 (19.9%), and the median 90-day mRS score was 4 (interquartile range, 2-5). SBP target achievement ≤60 minutes (178/312 [57.1%]) associated with a lower risk of hematoma expansion (adjusted odds ratio [aOR] 0.43, 95% confidence interval [CI] 0.23-0.77), lower END rate (aOR 0.43, 95% CI 0.23-0.80), and lower 90-day mRS scores (aOR 0.48, 95% CI 0.32-0.74). The mean 24-hour SBP variability was 21.0 ± 7.6 mm Hg. Higher 24-hour SBP variability was not related to expansion (aOR 0.99, 95% CI 0.95-1.04) but associated with higher END rate (aOR 1.15, 95% CI 1.09-1.21) and 90-day mRS scores (aOR 1.06, 95% CI 1.04-1.10). DISCUSSION Among patients with acute ICH, achieving an intensive SBP target within 60 minutes was associated with lower hematoma expansion risk. Rapid SBP reduction and stable sustention within 24 hours were related to improved clinical and functional outcomes. These findings warrant the design of randomized clinical trials examining the impact of effectively achieving rapid, intensive, and sustained BP control on hematoma expansion. CLASSIFICATION OF EVIDENCE This study provides Class III evidence that in adults with spontaneous ICH and initial SBP ≥150 mm Hg, lowering SBP to <140 mm Hg within the first hour and maintaining this for 24 hours is associated with decreased hematoma expansion.
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Affiliation(s)
- David Rodriguez-Luna
- From the Department of Neurology (D.R.-L., M.M., C.A.M.), Vall d'Hebron University Hospital; Stroke Research Group (D.R.-L., O.P., M.M., C.A.M.), Vall d'Hebron Research Institute; Department of Medicine (D.R.-L., O.P.), Autonomous University of Barcelona; Department of Neuroscience (L.L., S.R., A.C.), Comprehensive Stroke Center, Hospital Clinic, Barcelona; Department of Neurology (Y.S., M.T.), Hospital Universitari Dr. Josep Trueta, Girona; Department of Neurology (L.P.-S., A.R.-P.), Hospital de la Santa Creu i Sant Pau; Neurovascular Research Group (M.H.G.), Vall d'Hebron Research Institute; Department of Neuroradiology (P.C.), Vall d'Hebron University Hospital; Department of Interventional Neuroradiology (J.B.), CDI, Hospital Clínic; and Statistics and Bioinformatics Unit (S.P.-H.), Vall d'Hebron Research Institute, Barcelona, Spain
| | - Olalla Pancorbo
- From the Department of Neurology (D.R.-L., M.M., C.A.M.), Vall d'Hebron University Hospital; Stroke Research Group (D.R.-L., O.P., M.M., C.A.M.), Vall d'Hebron Research Institute; Department of Medicine (D.R.-L., O.P.), Autonomous University of Barcelona; Department of Neuroscience (L.L., S.R., A.C.), Comprehensive Stroke Center, Hospital Clinic, Barcelona; Department of Neurology (Y.S., M.T.), Hospital Universitari Dr. Josep Trueta, Girona; Department of Neurology (L.P.-S., A.R.-P.), Hospital de la Santa Creu i Sant Pau; Neurovascular Research Group (M.H.G.), Vall d'Hebron Research Institute; Department of Neuroradiology (P.C.), Vall d'Hebron University Hospital; Department of Interventional Neuroradiology (J.B.), CDI, Hospital Clínic; and Statistics and Bioinformatics Unit (S.P.-H.), Vall d'Hebron Research Institute, Barcelona, Spain
| | - Laura Llull
- From the Department of Neurology (D.R.-L., M.M., C.A.M.), Vall d'Hebron University Hospital; Stroke Research Group (D.R.-L., O.P., M.M., C.A.M.), Vall d'Hebron Research Institute; Department of Medicine (D.R.-L., O.P.), Autonomous University of Barcelona; Department of Neuroscience (L.L., S.R., A.C.), Comprehensive Stroke Center, Hospital Clinic, Barcelona; Department of Neurology (Y.S., M.T.), Hospital Universitari Dr. Josep Trueta, Girona; Department of Neurology (L.P.-S., A.R.-P.), Hospital de la Santa Creu i Sant Pau; Neurovascular Research Group (M.H.G.), Vall d'Hebron Research Institute; Department of Neuroradiology (P.C.), Vall d'Hebron University Hospital; Department of Interventional Neuroradiology (J.B.), CDI, Hospital Clínic; and Statistics and Bioinformatics Unit (S.P.-H.), Vall d'Hebron Research Institute, Barcelona, Spain
| | - Yolanda Silva
- From the Department of Neurology (D.R.-L., M.M., C.A.M.), Vall d'Hebron University Hospital; Stroke Research Group (D.R.-L., O.P., M.M., C.A.M.), Vall d'Hebron Research Institute; Department of Medicine (D.R.-L., O.P.), Autonomous University of Barcelona; Department of Neuroscience (L.L., S.R., A.C.), Comprehensive Stroke Center, Hospital Clinic, Barcelona; Department of Neurology (Y.S., M.T.), Hospital Universitari Dr. Josep Trueta, Girona; Department of Neurology (L.P.-S., A.R.-P.), Hospital de la Santa Creu i Sant Pau; Neurovascular Research Group (M.H.G.), Vall d'Hebron Research Institute; Department of Neuroradiology (P.C.), Vall d'Hebron University Hospital; Department of Interventional Neuroradiology (J.B.), CDI, Hospital Clínic; and Statistics and Bioinformatics Unit (S.P.-H.), Vall d'Hebron Research Institute, Barcelona, Spain
| | - Luis Prats-Sanchez
- From the Department of Neurology (D.R.-L., M.M., C.A.M.), Vall d'Hebron University Hospital; Stroke Research Group (D.R.-L., O.P., M.M., C.A.M.), Vall d'Hebron Research Institute; Department of Medicine (D.R.-L., O.P.), Autonomous University of Barcelona; Department of Neuroscience (L.L., S.R., A.C.), Comprehensive Stroke Center, Hospital Clinic, Barcelona; Department of Neurology (Y.S., M.T.), Hospital Universitari Dr. Josep Trueta, Girona; Department of Neurology (L.P.-S., A.R.-P.), Hospital de la Santa Creu i Sant Pau; Neurovascular Research Group (M.H.G.), Vall d'Hebron Research Institute; Department of Neuroradiology (P.C.), Vall d'Hebron University Hospital; Department of Interventional Neuroradiology (J.B.), CDI, Hospital Clínic; and Statistics and Bioinformatics Unit (S.P.-H.), Vall d'Hebron Research Institute, Barcelona, Spain
| | - Marián Muchada
- From the Department of Neurology (D.R.-L., M.M., C.A.M.), Vall d'Hebron University Hospital; Stroke Research Group (D.R.-L., O.P., M.M., C.A.M.), Vall d'Hebron Research Institute; Department of Medicine (D.R.-L., O.P.), Autonomous University of Barcelona; Department of Neuroscience (L.L., S.R., A.C.), Comprehensive Stroke Center, Hospital Clinic, Barcelona; Department of Neurology (Y.S., M.T.), Hospital Universitari Dr. Josep Trueta, Girona; Department of Neurology (L.P.-S., A.R.-P.), Hospital de la Santa Creu i Sant Pau; Neurovascular Research Group (M.H.G.), Vall d'Hebron Research Institute; Department of Neuroradiology (P.C.), Vall d'Hebron University Hospital; Department of Interventional Neuroradiology (J.B.), CDI, Hospital Clínic; and Statistics and Bioinformatics Unit (S.P.-H.), Vall d'Hebron Research Institute, Barcelona, Spain
| | - Salvatore Rudilosso
- From the Department of Neurology (D.R.-L., M.M., C.A.M.), Vall d'Hebron University Hospital; Stroke Research Group (D.R.-L., O.P., M.M., C.A.M.), Vall d'Hebron Research Institute; Department of Medicine (D.R.-L., O.P.), Autonomous University of Barcelona; Department of Neuroscience (L.L., S.R., A.C.), Comprehensive Stroke Center, Hospital Clinic, Barcelona; Department of Neurology (Y.S., M.T.), Hospital Universitari Dr. Josep Trueta, Girona; Department of Neurology (L.P.-S., A.R.-P.), Hospital de la Santa Creu i Sant Pau; Neurovascular Research Group (M.H.G.), Vall d'Hebron Research Institute; Department of Neuroradiology (P.C.), Vall d'Hebron University Hospital; Department of Interventional Neuroradiology (J.B.), CDI, Hospital Clínic; and Statistics and Bioinformatics Unit (S.P.-H.), Vall d'Hebron Research Institute, Barcelona, Spain
| | - Mikel Terceño
- From the Department of Neurology (D.R.-L., M.M., C.A.M.), Vall d'Hebron University Hospital; Stroke Research Group (D.R.-L., O.P., M.M., C.A.M.), Vall d'Hebron Research Institute; Department of Medicine (D.R.-L., O.P.), Autonomous University of Barcelona; Department of Neuroscience (L.L., S.R., A.C.), Comprehensive Stroke Center, Hospital Clinic, Barcelona; Department of Neurology (Y.S., M.T.), Hospital Universitari Dr. Josep Trueta, Girona; Department of Neurology (L.P.-S., A.R.-P.), Hospital de la Santa Creu i Sant Pau; Neurovascular Research Group (M.H.G.), Vall d'Hebron Research Institute; Department of Neuroradiology (P.C.), Vall d'Hebron University Hospital; Department of Interventional Neuroradiology (J.B.), CDI, Hospital Clínic; and Statistics and Bioinformatics Unit (S.P.-H.), Vall d'Hebron Research Institute, Barcelona, Spain
| | - Anna Ramos-Pachón
- From the Department of Neurology (D.R.-L., M.M., C.A.M.), Vall d'Hebron University Hospital; Stroke Research Group (D.R.-L., O.P., M.M., C.A.M.), Vall d'Hebron Research Institute; Department of Medicine (D.R.-L., O.P.), Autonomous University of Barcelona; Department of Neuroscience (L.L., S.R., A.C.), Comprehensive Stroke Center, Hospital Clinic, Barcelona; Department of Neurology (Y.S., M.T.), Hospital Universitari Dr. Josep Trueta, Girona; Department of Neurology (L.P.-S., A.R.-P.), Hospital de la Santa Creu i Sant Pau; Neurovascular Research Group (M.H.G.), Vall d'Hebron Research Institute; Department of Neuroradiology (P.C.), Vall d'Hebron University Hospital; Department of Interventional Neuroradiology (J.B.), CDI, Hospital Clínic; and Statistics and Bioinformatics Unit (S.P.-H.), Vall d'Hebron Research Institute, Barcelona, Spain
| | - Mar Hernandez Guillamon
- From the Department of Neurology (D.R.-L., M.M., C.A.M.), Vall d'Hebron University Hospital; Stroke Research Group (D.R.-L., O.P., M.M., C.A.M.), Vall d'Hebron Research Institute; Department of Medicine (D.R.-L., O.P.), Autonomous University of Barcelona; Department of Neuroscience (L.L., S.R., A.C.), Comprehensive Stroke Center, Hospital Clinic, Barcelona; Department of Neurology (Y.S., M.T.), Hospital Universitari Dr. Josep Trueta, Girona; Department of Neurology (L.P.-S., A.R.-P.), Hospital de la Santa Creu i Sant Pau; Neurovascular Research Group (M.H.G.), Vall d'Hebron Research Institute; Department of Neuroradiology (P.C.), Vall d'Hebron University Hospital; Department of Interventional Neuroradiology (J.B.), CDI, Hospital Clínic; and Statistics and Bioinformatics Unit (S.P.-H.), Vall d'Hebron Research Institute, Barcelona, Spain
| | - Pilar Coscojuela
- From the Department of Neurology (D.R.-L., M.M., C.A.M.), Vall d'Hebron University Hospital; Stroke Research Group (D.R.-L., O.P., M.M., C.A.M.), Vall d'Hebron Research Institute; Department of Medicine (D.R.-L., O.P.), Autonomous University of Barcelona; Department of Neuroscience (L.L., S.R., A.C.), Comprehensive Stroke Center, Hospital Clinic, Barcelona; Department of Neurology (Y.S., M.T.), Hospital Universitari Dr. Josep Trueta, Girona; Department of Neurology (L.P.-S., A.R.-P.), Hospital de la Santa Creu i Sant Pau; Neurovascular Research Group (M.H.G.), Vall d'Hebron Research Institute; Department of Neuroradiology (P.C.), Vall d'Hebron University Hospital; Department of Interventional Neuroradiology (J.B.), CDI, Hospital Clínic; and Statistics and Bioinformatics Unit (S.P.-H.), Vall d'Hebron Research Institute, Barcelona, Spain
| | - Jordi Blasco
- From the Department of Neurology (D.R.-L., M.M., C.A.M.), Vall d'Hebron University Hospital; Stroke Research Group (D.R.-L., O.P., M.M., C.A.M.), Vall d'Hebron Research Institute; Department of Medicine (D.R.-L., O.P.), Autonomous University of Barcelona; Department of Neuroscience (L.L., S.R., A.C.), Comprehensive Stroke Center, Hospital Clinic, Barcelona; Department of Neurology (Y.S., M.T.), Hospital Universitari Dr. Josep Trueta, Girona; Department of Neurology (L.P.-S., A.R.-P.), Hospital de la Santa Creu i Sant Pau; Neurovascular Research Group (M.H.G.), Vall d'Hebron Research Institute; Department of Neuroradiology (P.C.), Vall d'Hebron University Hospital; Department of Interventional Neuroradiology (J.B.), CDI, Hospital Clínic; and Statistics and Bioinformatics Unit (S.P.-H.), Vall d'Hebron Research Institute, Barcelona, Spain
| | - Santiago Perez-Hoyos
- From the Department of Neurology (D.R.-L., M.M., C.A.M.), Vall d'Hebron University Hospital; Stroke Research Group (D.R.-L., O.P., M.M., C.A.M.), Vall d'Hebron Research Institute; Department of Medicine (D.R.-L., O.P.), Autonomous University of Barcelona; Department of Neuroscience (L.L., S.R., A.C.), Comprehensive Stroke Center, Hospital Clinic, Barcelona; Department of Neurology (Y.S., M.T.), Hospital Universitari Dr. Josep Trueta, Girona; Department of Neurology (L.P.-S., A.R.-P.), Hospital de la Santa Creu i Sant Pau; Neurovascular Research Group (M.H.G.), Vall d'Hebron Research Institute; Department of Neuroradiology (P.C.), Vall d'Hebron University Hospital; Department of Interventional Neuroradiology (J.B.), CDI, Hospital Clínic; and Statistics and Bioinformatics Unit (S.P.-H.), Vall d'Hebron Research Institute, Barcelona, Spain
| | - Angel Chamorro
- From the Department of Neurology (D.R.-L., M.M., C.A.M.), Vall d'Hebron University Hospital; Stroke Research Group (D.R.-L., O.P., M.M., C.A.M.), Vall d'Hebron Research Institute; Department of Medicine (D.R.-L., O.P.), Autonomous University of Barcelona; Department of Neuroscience (L.L., S.R., A.C.), Comprehensive Stroke Center, Hospital Clinic, Barcelona; Department of Neurology (Y.S., M.T.), Hospital Universitari Dr. Josep Trueta, Girona; Department of Neurology (L.P.-S., A.R.-P.), Hospital de la Santa Creu i Sant Pau; Neurovascular Research Group (M.H.G.), Vall d'Hebron Research Institute; Department of Neuroradiology (P.C.), Vall d'Hebron University Hospital; Department of Interventional Neuroradiology (J.B.), CDI, Hospital Clínic; and Statistics and Bioinformatics Unit (S.P.-H.), Vall d'Hebron Research Institute, Barcelona, Spain
| | - Carlos A Molina
- From the Department of Neurology (D.R.-L., M.M., C.A.M.), Vall d'Hebron University Hospital; Stroke Research Group (D.R.-L., O.P., M.M., C.A.M.), Vall d'Hebron Research Institute; Department of Medicine (D.R.-L., O.P.), Autonomous University of Barcelona; Department of Neuroscience (L.L., S.R., A.C.), Comprehensive Stroke Center, Hospital Clinic, Barcelona; Department of Neurology (Y.S., M.T.), Hospital Universitari Dr. Josep Trueta, Girona; Department of Neurology (L.P.-S., A.R.-P.), Hospital de la Santa Creu i Sant Pau; Neurovascular Research Group (M.H.G.), Vall d'Hebron Research Institute; Department of Neuroradiology (P.C.), Vall d'Hebron University Hospital; Department of Interventional Neuroradiology (J.B.), CDI, Hospital Clínic; and Statistics and Bioinformatics Unit (S.P.-H.), Vall d'Hebron Research Institute, Barcelona, Spain
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Almubayyidh M, Alghamdi I, Parry-Jones AR, Jenkins D. Prehospital identification of intracerebral haemorrhage: a scoping review of early clinical features and portable devices. BMJ Open 2024; 14:e079316. [PMID: 38643005 PMCID: PMC11033659 DOI: 10.1136/bmjopen-2023-079316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 03/26/2024] [Indexed: 04/22/2024] Open
Abstract
INTRODUCTION Prehospital identification of intracerebral haemorrhage (ICH) in suspected stroke cases may enable the initiation of appropriate treatments and facilitate better-informed transport decisions. This scoping review aims to examine the literature to identify early clinical features and portable devices for the detection of ICH in the prehospital setting. METHODS Three databases were searched via Ovid (MEDLINE, EMBASE and CENTRAL) from inception to August 2022 using prespecified search strategies. One reviewer screened all titles, abstracts and full-text articles for eligibility, while a second reviewer independently screened 20% of the literature during each screening stage. Data extracted were tabulated to summarise the key findings. RESULTS A total of 6803 articles were screened for eligibility, of which 22 studies were included for analysis. Among them, 15 studies reported on early clinical features, while 7 considered portable devices. Associations between age, sex and comorbidities with the presence of ICH varied across studies. However, most studies reported that patients with ICH exhibited more severe neurological deficits (n=6) and higher blood pressure levels (n=11) at onset compared with other stroke and non-stroke diagnoses. Four technologies were identified for ICH detection: microwave imaging technology, volumetric impedance phase shift spectroscopy, transcranial ultrasound and electroencephalography. Microwave and ultrasound imaging techniques showed promise in distinguishing ICH from other diagnoses. CONCLUSION This scoping review has identified potential clinical features for the identification of ICH in suspected stroke patients. However, the considerable heterogeneity among the included studies precludes meta-analysis of available data. Moreover, we have explored portable devices to enhance ICH identification. While these devices have shown promise in detecting ICH, further technological development is required to distinguish between stroke subtypes (ICH vs ischaemic stroke) and non-stroke diagnoses.
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Affiliation(s)
- Mohammed Almubayyidh
- Division of Cardiovascular Sciences, The University of Manchester, Manchester, UK
- Department of Aviation and Marine, Prince Sultan Bin Abdulaziz College for Emergency Medical Services, King Saud University, Riyadh, Saudi Arabia
| | - Ibrahim Alghamdi
- Division of Cardiovascular Sciences, The University of Manchester, Manchester, UK
- Department of Emergency Medical Services, College of Applied Medical Sciences, Khamis Mushait Campus, King Khalid University, Abha, Saudi Arabia
| | - Adrian Robert Parry-Jones
- Division of Cardiovascular Sciences, The University of Manchester, Manchester, UK
- Manchester Centre for Clinical Neurosciences, Northern Care Alliance NHS Foundation Trust, Salford, UK
| | - David Jenkins
- Division of Informatics, Imaging and Data Science, The University of Manchester, Manchester, UK
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Pancorbo O, Sanjuan E, Rodríguez-Samaniego MT, Miñarro O, Simonetti R, Olivé-Gadea M, García-Tornel Á, Rodriguez-Villatoro N, Muchada M, Rubiera M, Álvarez-Sabin J, Molina CA, Rodriguez-Luna D. Enhancing blood pressure management protocol implementation in patients with acute intracerebral haemorrhage through a nursing-led approach: A retrospective cohort study. J Clin Nurs 2024; 33:1398-1408. [PMID: 38379362 DOI: 10.1111/jocn.17080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 01/03/2024] [Accepted: 02/07/2024] [Indexed: 02/22/2024]
Abstract
AIM To evaluate the impact of nurse care changes in implementing a blood pressure management protocol on achieving rapid, intensive and sustained blood pressure reduction in acute intracerebral haemorrhage patients. DESIGN Retrospective cohort study of prospectively collected data over 6 years. METHODS Intracerebral haemorrhage patients within 6 h and systolic blood pressure ≥ 150 mmHg followed a rapid (starting treatment at computed tomography suite with a target achievement goal of ≤60 min), intensive (target systolic blood pressure < 140 mmHg) and sustained (maintaining target stability for 24 h) blood pressure management plan. We differentiated six periods: P1, stroke nurse at computed tomography suite (baseline period); P2, antihypertensive titration by stroke nurse; P3, retraining by neurologists; P4, integration of a stroke advanced practice nurse; P5, after COVID-19 impact; and P6, retraining by stroke advanced practice nurse. Outcomes included first-hour target achievement (primary outcome), tomography-to-treatment and treatment-to-target times, first-hour maximum dose of antihypertensive treatment and 6-h and 24-h systolic blood pressure variability. RESULTS Compared to P1, antihypertensive titration by stroke nurses (P2) reduced treatment-to-target time and increased the rate of first-hour target achievement, retraining of stroke nurses by neurologists (P3) maintained a higher rate of first-hour target achievement and the integration of a stroke advanced practice nurse (P4) reduced both 6-h and 24-h systolic blood pressure variability. However, 6-h systolic blood pressure variability increased from P4 to P5 following the impact of the COVID-19 pandemic. Finally, compared to P1, retraining of stroke nurses by stroke advanced practice nurse (P6) reduced tomography-to-treatment time and increased the first-hour maximum dose of antihypertensive treatment. CONCLUSION Changes in nursing care and continuous education can significantly enhance the time metrics and blood pressure outcomes in acute intracerebral haemorrhage patients. REPORTING METHOD STROBE guidelines. PATIENT AND PUBLIC CONTRIBUTION No Patient or Public Contribution.
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Affiliation(s)
- Olalla Pancorbo
- Department of Medicine, Autonomous University of Barcelona, Barcelona, Spain
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Estela Sanjuan
- Department of Medicine, Autonomous University of Barcelona, Barcelona, Spain
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
| | | | - Olga Miñarro
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Renato Simonetti
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
| | - Marta Olivé-Gadea
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Álvaro García-Tornel
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Noelia Rodriguez-Villatoro
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Marián Muchada
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Marta Rubiera
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - José Álvarez-Sabin
- Department of Medicine, Autonomous University of Barcelona, Barcelona, Spain
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Carlos A Molina
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - David Rodriguez-Luna
- Department of Medicine, Autonomous University of Barcelona, Barcelona, Spain
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
- Stroke Unit, Department of Neurology, Vall d'Hebron University Hospital, Barcelona, Spain
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Lee H, Lee J, Jang J, Hwang I, Choi KS, Park JH, Chung JW, Choi SH. Predicting hematoma expansion in acute spontaneous intracerebral hemorrhage: integrating clinical factors with a multitask deep learning model for non-contrast head CT. Neuroradiology 2024; 66:577-587. [PMID: 38337016 PMCID: PMC10937749 DOI: 10.1007/s00234-024-03298-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 01/25/2024] [Indexed: 02/12/2024]
Abstract
PURPOSE To predict hematoma growth in intracerebral hemorrhage patients by combining clinical findings with non-contrast CT imaging features analyzed through deep learning. METHODS Three models were developed to predict hematoma expansion (HE) in 572 patients. We utilized multi-task learning for both hematoma segmentation and prediction of expansion: the Image-to-HE model processed hematoma slices, extracting features and computing a normalized DL score for HE prediction. The Clinical-to-HE model utilized multivariate logistic regression on clinical variables. The Integrated-to-HE model combined image-derived and clinical data. Significant clinical variables were selected using forward selection in logistic regression. The two models incorporating clinical variables were statistically validated. RESULTS For hematoma detection, the diagnostic performance of the developed multi-task model was excellent (AUC, 0.99). For expansion prediction, three models were evaluated for predicting HE. The Image-to-HE model achieved an accuracy of 67.3%, sensitivity of 81.0%, specificity of 64.0%, and an AUC of 0.76. The Clinical-to-HE model registered an accuracy of 74.8%, sensitivity of 81.0%, specificity of 73.3%, and an AUC of 0.81. The Integrated-to-HE model, merging both image and clinical data, excelled with an accuracy of 81.3%, sensitivity of 76.2%, specificity of 82.6%, and an AUC of 0.83. The Integrated-to-HE model, aligning closest to the diagonal line and indicating the highest level of calibration, showcases superior performance in predicting HE outcomes among the three models. CONCLUSION The integration of clinical findings with non-contrast CT imaging features analyzed through deep learning showed the potential for improving the prediction of HE in acute spontaneous intracerebral hemorrhage patients.
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Affiliation(s)
- Hyochul Lee
- Interdisciplinary Program in Cancer Biology, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
- Department of Radiology, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
| | - Junhyeok Lee
- Interdisciplinary Program in Cancer Biology, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
- Department of Radiology, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
| | - Joon Jang
- Department of Biomedical Sciences, Seoul National University, Seoul, 03080, Korea
| | - Inpyeong Hwang
- Department of Radiology, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea.
- Department of Radiology, Seoul National University College of Medicine, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea.
- Artificial Intelligence Collaborative Network, Department of Radiology, Seoul National University Hospital, Seoul, 03080, Republic of Korea.
| | - Kyu Sung Choi
- Department of Radiology, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea.
- Artificial Intelligence Collaborative Network, Department of Radiology, Seoul National University Hospital, Seoul, 03080, Republic of Korea.
| | - Jung Hyun Park
- Department of Radiology, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul, 07061, South Korea
| | - Jin Wook Chung
- Department of Radiology, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
- Department of Radiology, Seoul National University College of Medicine, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
- Artificial Intelligence Collaborative Network, Department of Radiology, Seoul National University Hospital, Seoul, 03080, Republic of Korea
| | - Seung Hong Choi
- Interdisciplinary Program in Cancer Biology, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
- Department of Radiology, Seoul National University Hospital, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
- Department of Radiology, Seoul National University College of Medicine, 101 Daehak-Ro, Jongno-Gu, Seoul, 03080, Republic of Korea
- Artificial Intelligence Collaborative Network, Department of Radiology, Seoul National University Hospital, Seoul, 03080, Republic of Korea
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, 08826, Republic of Korea
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Abramova V, Oliver A, Salvi J, Terceño M, Silva Y, Lladó X. An End-to-End Deep Learning Framework for Predicting Hematoma Expansion in Hemorrhagic Stroke Patients from CT Images. APPLIED SCIENCES 2024; 14:2708. [DOI: 10.3390/app14072708] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Abstract
Hematoma expansion (HE) occurs in 20% of patients with hemorrhagic stroke within 24 h of onset, and it is associated with a poorer patient outcome. From a clinical point of view, predicting HE from the initial patient computed tomography (CT) image is useful to improve therapeutic decisions and minimize prognosis errors. In this work, we propose an end-to-end deep learning framework for predicting the final hematoma expansion and its corresponding lesion mask. We also explore the problem of having limited data and propose to augment the available dataset with synthetic images. The obtained results show an improved HE prediction when incorporating the use of synthetic images into the model, with a mean Dice score of the HE growth area of 0.506 and an average prediction error in hematoma volume of −3.44 mL. The proposed approach achieved results in line with state-of-the-art methods with far fewer data by using synthetic image generation and without requiring the inclusion of patient clinical data.
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Affiliation(s)
- Valeriia Abramova
- Computer Vision and Robotics Group, University of Girona, 17004 Girona, Spain
| | - Arnau Oliver
- Computer Vision and Robotics Group, University of Girona, 17004 Girona, Spain
| | - Joaquim Salvi
- Computer Vision and Robotics Group, University of Girona, 17004 Girona, Spain
| | - Mikel Terceño
- Department of Neurology, Hospital Universitari Dr Josep Trueta, Institut d’Investigació Biomèdica de Girona, 17007 Girona, Spain
| | - Yolanda Silva
- Department of Neurology, Hospital Universitari Dr Josep Trueta, Institut d’Investigació Biomèdica de Girona, 17007 Girona, Spain
| | - Xavier Lladó
- Computer Vision and Robotics Group, University of Girona, 17004 Girona, Spain
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Lin L, Li XN, Xie ZY, Hu YZ, Long QS, Wen YQ, Wei XB, Zhang LY, Li XS. Pivotal Role of GSTO2 in Ferroptotic Neuronal Injury After Intracerebral Hemorrhage. J Mol Neurosci 2024; 74:24. [PMID: 38386166 PMCID: PMC10884062 DOI: 10.1007/s12031-023-02187-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 12/02/2023] [Indexed: 02/23/2024]
Abstract
Previous research has found that an adaptive response to ferroptosis involving glutathione peroxidase 4 (GPX4) is triggered after intracerebral hemorrhage. However, little is known about the mechanisms underlying adaptive responses to ferroptosis. To explore the mechanisms underlying adaptive responses to ferroptosis after intracerebral hemorrhage, we used hemin-treated HT22 cells to mimic brain injury after hemorrhagic stroke in vitro to evaluate the antioxidant enzymes and performed bioinformatics analysis based on the mRNA sequencing data. Further, we determined the expression of GSTO2 in hemin-treated hippocampal neurons and in a mouse model of hippocampus-intracerebral hemorrhage (h-ICH) by using Western blot. After hemin treatment, the antioxidant enzymes GPX4, Nrf2, and glutathione (GSH) were upregulated, suggesting that an adaptive response to ferroptosis was triggered. Furthermore, we performed mRNA sequencing to explore the underlying mechanism, and the results showed that 2234 genes were differentially expressed. Among these, ten genes related to ferroptosis (Acsl1, Ftl1, Gclc, Gclm, Hmox1, Map1lc3b, Slc7a11, Slc40a1, Tfrc, and Slc39a14) were altered after hemin treatment. In addition, analysis of the data retrieved from the GO database for the ten targeted genes showed that 20 items on biological processes, 17 items on cellular components, and 19 items on molecular functions were significantly enriched. Based on the GO data, we performed GSEA and found that the glutathione metabolic process was significantly enriched in the hemin phenotype. Notably, the expression of glutathione S-transferase omega (GSTO2), which is involved in glutathione metabolism, was decreased after hemin treatment, and overexpression of Gsto2 decreased lipid reactive oxygen species level in hemin-exposed HT22 cells. In addition, the expression of GSTO2 was also decreased in a mouse model of hippocampus-intracerebral hemorrhage (h-ICH). The decreased expression of GSTO2 in the glutathione metabolic process may be involved in ferroptotic neuronal injury following hemorrhagic stroke.
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Affiliation(s)
- Li Lin
- Department of Neurosurgery, Huizhou Third People's Hospital, Guangzhou Medical University, Huizhou, 516002, Guangdong, People's Republic of China
| | - Xiao-Na Li
- Department of Neurosurgery, Huizhou Third People's Hospital, Guangzhou Medical University, Huizhou, 516002, Guangdong, People's Republic of China
- Department of Radiology, the Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Zhen-Yan Xie
- Department of Neurosurgery, Huizhou Third People's Hospital, Guangzhou Medical University, Huizhou, 516002, Guangdong, People's Republic of China
| | - Yong-Zhen Hu
- Department of Neurosurgery, Huizhou Third People's Hospital, Guangzhou Medical University, Huizhou, 516002, Guangdong, People's Republic of China
| | - Qing-Shan Long
- Department of Neurosurgery, Huizhou Third People's Hospital, Guangzhou Medical University, Huizhou, 516002, Guangdong, People's Republic of China
| | - Yi-Qi Wen
- Department of Neurosurgery, Huizhou Third People's Hospital, Guangzhou Medical University, Huizhou, 516002, Guangdong, People's Republic of China
| | - Xiao-Bing Wei
- Department of Neurosurgery, Huizhou Third People's Hospital, Guangzhou Medical University, Huizhou, 516002, Guangdong, People's Republic of China
| | - Li-Yang Zhang
- Department of Neurosurgery, Huizhou Third People's Hospital, Guangzhou Medical University, Huizhou, 516002, Guangdong, People's Republic of China
| | - Xue-Song Li
- Department of Neurosurgery, Huizhou Third People's Hospital, Guangzhou Medical University, Huizhou, 516002, Guangdong, People's Republic of China.
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Tran AT, Zeevi T, Haider SP, Abou Karam G, Berson ER, Tharmaseelan H, Qureshi AI, Sanelli PC, Werring DJ, Malhotra A, Petersen NH, de Havenon A, Falcone GJ, Sheth KN, Payabvash S. Uncertainty-aware deep-learning model for prediction of supratentorial hematoma expansion from admission non-contrast head computed tomography scan. NPJ Digit Med 2024; 7:26. [PMID: 38321131 PMCID: PMC10847454 DOI: 10.1038/s41746-024-01007-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 01/10/2024] [Indexed: 02/08/2024] Open
Abstract
Hematoma expansion (HE) is a modifiable risk factor and a potential treatment target in patients with intracerebral hemorrhage (ICH). We aimed to train and validate deep-learning models for high-confidence prediction of supratentorial ICH expansion, based on admission non-contrast head Computed Tomography (CT). Applying Monte Carlo dropout and entropy of deep-learning model predictions, we estimated the model uncertainty and identified patients at high risk of HE with high confidence. Using the receiver operating characteristics area under the curve (AUC), we compared the deep-learning model prediction performance with multivariable models based on visual markers of HE determined by expert reviewers. We randomly split a multicentric dataset of patients (4-to-1) into training/cross-validation (n = 634) versus test (n = 159) cohorts. We trained and tested separate models for prediction of ≥6 mL and ≥3 mL ICH expansion. The deep-learning models achieved an AUC = 0.81 for high-confidence prediction of HE≥6 mL and AUC = 0.80 for prediction of HE≥3 mL, which were higher than visual maker models AUC = 0.69 for HE≥6 mL (p = 0.036) and AUC = 0.68 for HE≥3 mL (p = 0.043). Our results show that fully automated deep-learning models can identify patients at risk of supratentorial ICH expansion based on admission non-contrast head CT, with high confidence, and more accurately than benchmark visual markers.
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Grants
- U24 NS107136 NINDS NIH HHS
- UL1 TR001863 NCATS NIH HHS
- K76 AG059992 NIA NIH HHS
- P30 AG021342 NIA NIH HHS
- R03 NS112859 NINDS NIH HHS
- U24 NS107215 NINDS NIH HHS
- U01 NS106513 NINDS NIH HHS
- 2020097 Doris Duke Charitable Foundation
- T35 HL007649 NHLBI NIH HHS
- K23 NS110980 NINDS NIH HHS
- K23 NS118056 NINDS NIH HHS
- R01 NR018335 NINR NIH HHS
- Foundation for the National Institutes of Health (Foundation for the National Institutes of Health, Inc.)
- Doris Duke Charitable Foundation (DDCF)
- Doris Duke Charitable Foundation (2020097), American Society of Neuroradiology, and National Institutes of Health (K23NS118056).
- National Institutes of Health (K76AG059992, R03NS112859, and P30AG021342), the American Heart Association (18IDDG34280056), the Yale Pepper Scholar Award, and the Neurocritical Care Society Research Fellowship
- National Institutes of Health (U24NS107136, U24NS107215, R01NR018335, and U01NS106513) and the American Heart Association (18TPA34170180 and 17CSA33550004) and a Hyperfine Research Inc research grant.
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Affiliation(s)
- Anh T Tran
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Tal Zeevi
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Stefan P Haider
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
- Department of Otorhinolaryngology, University Hospital of Ludwig Maximilians Universität München, Munich, Germany
| | - Gaby Abou Karam
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Elisa R Berson
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Hishan Tharmaseelan
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Adnan I Qureshi
- Stroke Institute and Department of Neurology, University of Missouri, Columbia, MO, USA
| | - Pina C Sanelli
- Department of Radiology, Northwell Health, Manhasset, NY, USA
| | - David J Werring
- Stroke Research Centre, University College London, Queen Square Institute of Neurology, London, UK
| | - Ajay Malhotra
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Nils H Petersen
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Adam de Havenon
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Guido J Falcone
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Kevin N Sheth
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA.
| | - Seyedmehdi Payabvash
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.
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Abou Karam G, Chen MC, Zeevi D, Harms BC, Torres-Lopez VM, Rivier CA, Malhotra A, de Havenon A, Falcone GJ, Sheth KN, Payabvash S. Time-Dependent Changes in Hematoma Expansion Rate after Supratentorial Intracerebral Hemorrhage and Its Relationship with Neurological Deterioration and Functional Outcome. Diagnostics (Basel) 2024; 14:308. [PMID: 38337824 PMCID: PMC10855868 DOI: 10.3390/diagnostics14030308] [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: 01/11/2024] [Revised: 01/29/2024] [Accepted: 01/30/2024] [Indexed: 02/12/2024] Open
Abstract
BACKGROUND Hematoma expansion (HE) following an intracerebral hemorrhage (ICH) is a modifiable risk factor and a treatment target. We examined the association of HE with neurological deterioration (ND), functional outcome, and mortality based on the time gap from onset to baseline CT. METHODS We included 567 consecutive patients with supratentorial ICH and baseline head CT within 24 h of onset. ND was defined as a ≥4-point increase on the NIH stroke scale (NIHSS) or a ≥2-point drop on the Glasgow coma scale. Poor outcome was defined as a modified Rankin score of 4 to 6 at 3-month follow-up. RESULTS The rate of HE was higher among those scanned within 3 h (124/304, 40.8%) versus 3 to 24 h post-ICH onset (53/263, 20.2%) (p < 0.001). However, HE was an independent predictor of ND (p < 0.001), poor outcome (p = 0.010), and mortality (p = 0.003) among those scanned within 3 h, as well as those scanned 3-24 h post-ICH (p = 0.043, p = 0.037, and p = 0.004, respectively). Also, in a subset of 180/567 (31.7%) patients presenting with mild symptoms (NIHSS ≤ 5), hematoma growth was an independent predictor of ND (p = 0.026), poor outcome (p = 0.037), and mortality (p = 0.027). CONCLUSION Despite decreasing rates over time after ICH onset, HE remains an independent predictor of ND, functional outcome, and mortality among those presenting >3 h after onset or with mild symptoms.
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Affiliation(s)
- Gaby Abou Karam
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT 06520, USA; (G.A.K.); (M.-C.C.); (D.Z.); (B.C.H.); (A.M.)
| | - Min-Chiun Chen
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT 06520, USA; (G.A.K.); (M.-C.C.); (D.Z.); (B.C.H.); (A.M.)
| | - Dorin Zeevi
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT 06520, USA; (G.A.K.); (M.-C.C.); (D.Z.); (B.C.H.); (A.M.)
| | - Bendix C. Harms
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT 06520, USA; (G.A.K.); (M.-C.C.); (D.Z.); (B.C.H.); (A.M.)
| | - Victor M. Torres-Lopez
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA; (V.M.T.-L.); (C.A.R.); (A.d.H.); (G.J.F.); (K.N.S.)
| | - Cyprien A. Rivier
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA; (V.M.T.-L.); (C.A.R.); (A.d.H.); (G.J.F.); (K.N.S.)
| | - Ajay Malhotra
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT 06520, USA; (G.A.K.); (M.-C.C.); (D.Z.); (B.C.H.); (A.M.)
| | - Adam de Havenon
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA; (V.M.T.-L.); (C.A.R.); (A.d.H.); (G.J.F.); (K.N.S.)
- Center for Brain and Mind Health, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Guido J. Falcone
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA; (V.M.T.-L.); (C.A.R.); (A.d.H.); (G.J.F.); (K.N.S.)
- Center for Brain and Mind Health, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Kevin N. Sheth
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA; (V.M.T.-L.); (C.A.R.); (A.d.H.); (G.J.F.); (K.N.S.)
- Center for Brain and Mind Health, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Seyedmehdi Payabvash
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT 06520, USA; (G.A.K.); (M.-C.C.); (D.Z.); (B.C.H.); (A.M.)
- Center for Brain and Mind Health, Yale University School of Medicine, New Haven, CT 06520, USA
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Yu W, Zhou L, Shi Z, Mao J, Li Z, Chen X, Tan G, Wang Z, Chen S. Hematoma Enlargement After Intracerebral Hemorrhage: A Bibliometric Analysis. World Neurosurg 2024; 181:e713-e721. [PMID: 37898277 DOI: 10.1016/j.wneu.2023.10.117] [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: 08/29/2023] [Revised: 10/21/2023] [Accepted: 10/22/2023] [Indexed: 10/30/2023]
Abstract
OBJECTIVE To conduct a quantitative analysis of published studies on hematoma enlargement after intracerebral hemorrhage. METHODS Studies on hematoma enlargement after cerebral hemorrhage were retrieved from the Web of Science database on June 30, 2023. Microsoft Excel, VOSviewer, and CiteSpace software were used for bibliometric analysis and visualization, focusing on the quantitative characteristics of the literature. RESULTS A total of 444 articles were published in 161 journals, with 2161 authors from 41 countries and 717 institutions. The most published authors, countries, and institutions were Goldstein, the USA, and Massachusetts General Hospital. Stroke published the most studies, but the average citation number per year of Lancet Neurology far exceeded that of other journals. The research field of hematoma enlargement is mainly divided into 3 focuses, including mechanisms, identification (computed tomography signs, predictive models), and treatment (hemostasis, antihypertensive therapy). Most bursts in publication number have been since 2010, where the highest burst was from research on spot signs, and the latest burst focused on tranexamic acid. Treatment using tranexamic acid based on different computed tomography signs is a focus of current research, but the effectiveness still requires further exploration. CONCLUSIONS This bibliometric analysis analyzed the research framework and hotspots on hematoma enlargement after cerebral hemorrhage, which can help researchers better understand this field and provide potential suggestions for collaborations and research.
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Affiliation(s)
- Weijie Yu
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China; The School of Clinical Medicine, Fujian Medical University, Fuzhou, China
| | - Liwei Zhou
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Zhongjie Shi
- School of Medicine, Xiamen University, Xiamen, China
| | - Jianyao Mao
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Zhangyu Li
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Xi Chen
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Guowei Tan
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Zhanxiang Wang
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China; The School of Clinical Medicine, Fujian Medical University, Fuzhou, China
| | - Sifang Chen
- Department of Neurosurgery, Xiamen Key Laboratory of Brain Center, The First Affiliated Hospital of Xiamen University, Xiamen, China; The School of Clinical Medicine, Fujian Medical University, Fuzhou, China.
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Wang JY, Wilson M, Andreev A, Tarsia J, Selim M, Lioutas VA. The role of hyperglycemia in the outcome of intracerebral hemorrhage: A causative analysis. J Stroke Cerebrovasc Dis 2023; 32:107439. [PMID: 38488808 DOI: 10.1016/j.jstrokecerebrovasdis.2023.107439] [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: 08/07/2023] [Revised: 10/17/2023] [Accepted: 10/20/2023] [Indexed: 03/19/2024] Open
Abstract
BACKGROUND Hyperglycemia in the acute phase of intracerebral hemorrhage (ICH) has been associated with poor functional outcomes, however all interventions to lower glucose have yielded neutral or negative results. We attempt an explanation of the causal role of hyperglycemia in ΙCH outcome using generalized structural equation modeling. MATERIALS AND METHODS Consecutive primary ICH patients admitted to an academic hospital between 2007 and 2018 were identified. Patients with missing baseline or follow up CT scans and without 90 day follow up status were excluded. We constructed a causal model accounting for pre-defined markers of ICH severity to evaluate the association between mean 72 h glucose and 90 day functional outcome measured by modified Rankin Scale, dichotomized as favorable ≤2 or unfavorable >2. RESULTS Primary analyses included 410 patients (70.4 ± 13.8years, 43 % female). Mean 72 h glucose was 137.5 ± 33.4mg/dl and 102 (25 %) patients were diabetic. On univariable analysis, higher glucose levels were negatively correlated with favorable outcome (p < 0.0001). However in the structural equation model, this relationship was significantly attenuated (p = 0.06) after accounting for the causal effect of diabetes (p < 0.0001), hematoma volume (p < 0.0001), intraventricular extension (p = 0.01) and Glasgow coma scale (p = 0.001) on glucose levels. On secondary analyses stratifying by diagnosis of diabetes, higher glucose levels were negatively correlated with favorable outcome in patients without diabetes (p = 0.04), but not in patients with diabetes (p = 0.35). CONCLUSIONS Hyperglycemia may be a downstream effect of other markers of ICH severity, particularly among patients without diabetes, suggesting a possible explanation for the limited evidence of glucose lowering interventions in outcome.
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Affiliation(s)
- Jia-Yi Wang
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center and Harvard Medical School, 330 Brookline Ave, Boston, MA 02215, USA.
| | - Mitchell Wilson
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center and Harvard Medical School, 330 Brookline Ave, Boston, MA 02215, USA
| | - Alexander Andreev
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center and Harvard Medical School, 330 Brookline Ave, Boston, MA 02215, USA
| | - Joseph Tarsia
- Department of Neurology, Ochsner Medical Center, New Orleans, LA, USA
| | - Magdy Selim
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center and Harvard Medical School, 330 Brookline Ave, Boston, MA 02215, USA
| | - Vasileios-Arsenios Lioutas
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center and Harvard Medical School, 330 Brookline Ave, Boston, MA 02215, USA
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Zhao X, Wang X, Wang S, Chen L, Sun S. Absolute and relative iodine concentrations in the spot sign and haematoma for prediction of haematoma expansion in spontaneous intracerebral haemorrhage. Clin Radiol 2023; 78:e950-e957. [PMID: 37690974 DOI: 10.1016/j.crad.2023.08.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 08/15/2023] [Accepted: 08/16/2023] [Indexed: 09/12/2023]
Abstract
AIM To explore the predictive value of absolute and relative iodine concentrations in the spot sign (SS) and haematoma on gemstone spectral imaging (GSI) for haematoma expansion (HE). MATERIALS AND METHODS Patients with spontaneous intracerebral haemorrhage (ICH) who underwent computed tomography (CT) angiography using GSI were divided into an SS-positive group and an SS-negative group. In the SS-positive group, absolute and relative iodine concentrations in the SS (aICIS and rICIS, respectively) were measured. In the SS-negative group, absolute and relative iodine concentrations in haematoma (aICIH and rICIH, respectively) were measured. The area under the receiver operating characteristic curve (AUC-ROC) was used to investigate the HE predictive performance of aICIS, rICIS, and their combination in the SS-positive group, as well as the HE predictive performance of aICIH, rICIH, and their combination in the SS-negative group. The risk variables for HE in the two groups were investigated separately using logistic regression. RESULTS A total of 123 spontaneous ICH patients were enrolled. In the SS-positive group, the AUC of aICIS, rICIS, and their combination for predicting HE were 0.853, 0.893, and 0.922, respectively. rICIS was demonstrated to be a standalone predictor of HE via logistic regression. In the SS-negative group, aICIH, rICIH, and their combination had AUC-ROC values of 0.552, 0.783, and 0.851, respectively, to predict HE. According to multivariate analysis, rICIH was a reliable predictor of HE. CONCLUSION Absolute and relative iodine concentrations in the SS and haematoma can predict HE.
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Affiliation(s)
- X Zhao
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, No. 119 Nansihuan Road, Fengtai District, Beijing 100070, China
| | - X Wang
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, No. 119 Nansihuan Road, Fengtai District, Beijing 100070, China
| | - S Wang
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, No. 119 Nansihuan Road, Fengtai District, Beijing 100070, China
| | - L Chen
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, No. 119 Nansihuan Road, Fengtai District, Beijing 100070, China
| | - S Sun
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, No. 119 Nansihuan Road, Fengtai District, Beijing 100070, China; Department of Radiology, Beijing Neurosurgical Institute, No. 119 Nansihuan Road, Fengtai District, Beijing 100070, China.
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Salman S, Gu Q, Dherin B, Reddy S, Vanderboom P, Sharma R, Lancaster L, Tawk R, Freeman WD. Hemorrhage Evaluation and Detector System for Underserved Populations: HEADS-UP. MAYO CLINIC PROCEEDINGS. DIGITAL HEALTH 2023; 1:547-556. [PMID: 40206311 PMCID: PMC11975646 DOI: 10.1016/j.mcpdig.2023.08.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/11/2025]
Abstract
Objective To create a rapid, cloud-based, and deployable machine learning (ML) method named hemorrhage evaluation and detector system for underserved populations, potentially across the Mayo Clinic enterprise, then expand to involve underserved areas and detect the 5 subtypes of intracranial hemorrhage (IH). Methods We used Radiological Society of North America dataset for IH detection. We made 4 total iterations using Google Cloud Vertex AutoML. We trained an AutoML model with 2000 images, followed by 6000 images from both IH positive and negative classes. Pixel values were measured by the Hounsfield units, presenting a width of 80 Hounsfield and a level of 40 Hounsfield as the bone window. This was followed by a more detailed image preprocessing approach by combining the pixel values from each of the brain, subdural, and soft tissue window-based gray-scale images into R(red)-channel, G(green)-channel, and B(blue)-channel images to boost the binary IH classification performance. Four experiments with AutoML were applied to study the effects of training sample size and image preprocessing on model performance. Results Out of the 4 AutoML experiments, the best-performing model was the fourth experiment, where 95.80% average precision, 91.40% precision, and 91.40% recall were achieved. On the basis of this analysis, our binary IH classifier hemorrhage evaluation and detector system for underserved populations appeared both accurate and performed well. Conclusion Hemorrhage evaluation and detector system for underserved populations is a rapid, cloud-based, deployable ML method to detect IH. This tool can help expedite the care of patients with IH in resource-limited hospitals.
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Affiliation(s)
- Saif Salman
- Departments of Neurological Surgery, Neurology and Critical Care, Mayo Clinic, Jacksonville, FL
| | - Qiangqiang Gu
- Health Sciences Research, Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Rochester, MN
| | | | | | - Patrick Vanderboom
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
| | - Rohan Sharma
- Departments of Neurological Surgery, Neurology and Critical Care, Mayo Clinic, Jacksonville, FL
| | | | - Rabih Tawk
- Departments of Neurological Surgery, Neurology and Critical Care, Mayo Clinic, Jacksonville, FL
| | - William David Freeman
- Departments of Neurological Surgery, Neurology and Critical Care, Mayo Clinic, Jacksonville, FL
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Lv X, Cheng J, Liu X, Liu J, Deng L, Li Z, Pu M, Chen C, Li Q. Ultraearly Intraventricular Hemorrhage Growth Predicts Early Neurologic Deterioration and Poor Functional Outcome After Acute Intracerebral Hemorrhage. J Am Heart Assoc 2023; 12:e031214. [PMID: 37850494 PMCID: PMC10727419 DOI: 10.1161/jaha.123.031214] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 09/20/2023] [Indexed: 10/19/2023]
Abstract
Background The presence of intraventricular hemorrhage (IVH) was extensively investigated and was associated with poor outcome in patients with intracerebral hemorrhage (ICH). However, the effect of the speed of ventricular bleeding on outcomes is unknown. Methods and Results We prospectively included patients with ICH who had baseline computed tomography scans within 6 hours after ictus between January 2016 and October 2021. The clinical characteristics were compared between patients with and without early neurologic deterioration (END). Ultraearly IVH growth (uIVHG) was defined as baseline IVH volume by onset-to-imaging time. The association between uIVHG and outcomes was assessed by using multivariable logistic regression analysis. We established the ultraearly IVH growth (uIVH) score and compared the areas under the receiver operating characteristic curves of the existing scores for predicting END. A total of 299 patients were finally enrolled. Of those, 38 patients (12.7%) experienced END at 24 hours and 89 patients (29.8%) had poor outcomes at 90 days. After adjustment for confounding factors, uIVHG (odds ratio, 1.061 [95% CI, 1.011-1.113]; P=0.016) was independently associated with END in multivariable analysis. A prediction score was developed on the basis of the logistic model. The uIVH score was developed as a sum of individual points (0-6) based on age, hematoma volume, National Institutes of Health Stroke Scale, hematoma expansion, and uIVHG ≥2.5 mL/h. In comparison with the ICH score and modified Emergency Department ICH Scale, the uIVH score exhibited best performance in the prediction of END. Conclusions uIVHG is associated with early neurologic deterioration and poor functional outcome in patients with ICH.
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Affiliation(s)
- Xin‐Ni Lv
- Department of NeurologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Jing Cheng
- Department of Neurology and NeurosurgeryThe Third Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Xue‐Yun Liu
- Department of NeurologyThe Second Affiliated Hospital of Anhui Medical UniversityHefeiAnhuiChina
| | - Jin‐Cheng Liu
- Department of Neurology, Xiangyang Hospital of Traditional Chinese MedicineXiangyangHubeiChina
| | - Lan Deng
- Department of NeurologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Zuo‐Qiao Li
- Department of NeurologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Ming‐Jun Pu
- Department of NeurologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Chu Chen
- Department of NeurologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Qi Li
- Department of NeurologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
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Li Y, Tao C, An N, Liu H, Liu Z, Zhang H, Sun Y, Xing Y, Gao Y. Revisiting the role of the complement system in intracerebral hemorrhage and therapeutic prospects. Int Immunopharmacol 2023; 123:110744. [PMID: 37552908 DOI: 10.1016/j.intimp.2023.110744] [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: 04/29/2023] [Revised: 07/21/2023] [Accepted: 07/29/2023] [Indexed: 08/10/2023]
Abstract
Intracerebral hemorrhage (ICH) is a stroke subtype characterized by non-traumatic rupture of blood vessels in the brain, resulting in blood pooling in the brain parenchyma. Despite its lower incidence than ischemic stroke, ICH remains a significant contributor to stroke-related mortality, and most survivors experience poor outcomes that significantly impact their quality of life. ICH has been accompanied by various complex pathological damage, including mechanical damage of brain tissue, hematoma mass effect, and then leads to inflammatory response, thrombin activation, erythrocyte lysis, excitatory amino acid toxicity, complement activation, and other pathological changes. Accumulating evidence has demonstrated that activation of complement cascade occurs in the early stage of brain injury, and the excessive complement activation after ICH will affect the occurrence of secondary brain injury (SBI) through multiple complex pathological processes, aggravating brain edema, and pathological brain injury. Therefore, the review summarized the pathological mechanisms of brain injury after ICH, specifically the complement role in ICH, and its related pathological mechanisms, to comprehensively understand the specific mechanism of different complements at different stages after ICH. Furthermore, we systematically reviewed the current state of complement-targeted therapies for ICH, providing a reference and basis for future clinical transformation of complement-targeted therapy for ICH.
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Affiliation(s)
- Yuanyuan Li
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100700, China; Institute for Brain Disorders, Beijing University of Chinese Medicine, Beijing 100700, China
| | - Chenxi Tao
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100700, China
| | - Na An
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100700, China
| | - Haoqi Liu
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100700, China
| | - Zhenhong Liu
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100700, China; Institute for Brain Disorders, Beijing University of Chinese Medicine, Beijing 100700, China
| | - Hongrui Zhang
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100700, China
| | - Yikun Sun
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100700, China
| | - Yanwei Xing
- Guang'an Men Hospital, China Academy of Chinese Medical Sciences, Beijing 100053, China.
| | - Yonghong Gao
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100700, China; Institute for Brain Disorders, Beijing University of Chinese Medicine, Beijing 100700, China.
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Xiao K, Chu H, Chen H, Zhong Y, Zhong L, Tang Y. Optimal time window for minimally invasive surgery in treating spontaneous intracerebral hemorrhage in the basal ganglia region: a multicenter and retrospective study. Br J Neurosurg 2023; 37:1061-1065. [PMID: 33292025 DOI: 10.1080/02688697.2020.1854682] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Accepted: 11/19/2020] [Indexed: 10/22/2022]
Abstract
BACKGROUND The current treatment spontaneous intracerebral hemorrhage (sICH) is limited. AIM To determine the optimal time window for minimally invasive surgery in patients with sICH. MATERIALS AND METHODS sICH patients with a hematoma volume of 30-80 mL in the basal ganglia region were included in our study. A total of 357 patients were divided into groups according to different operative times from ICH onset (group 1: 0-6 h, group 2: 6-12 h, group 3: >12 h) and hematoma volumes (30-50 mL and >50 mL). All patients were followed-up for three months' post-operation, and their clinical outcomes were compared. RESULTS In the three groups of patients with hematoma volumes of 30-50 mL, the rebleeding and mortality rate were higher in group 1 than groups 2 and 3 (p < .05). The activities of daily living evaluated by Barthel Index (BI) three months' post-operation was significantly lower in group 3 than other groups (p < .05) and group 2 had the highest proportion of good outcomes. Among the patients with the hematoma volumes of 50-80 mL, the rebleeding risk was higher in group 1 than groups 2 and 3 (p < .05). However, there were no significant differences in mortality rates among these three groups. Moreover, group 1 had significantly higher BI than groups 2 and 3 (p < .05). CONCLUSIONS Minimally invasive surgery is safe and effective in patients with sICH. 6-12 h after sICH onset is the optimal surgical window for patients with hematoma volumes of 30-50 mL, while ultra-early (≤6 h) may achieve better results in patients with hematoma volumes of >50 mL.
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Affiliation(s)
- Kaimin Xiao
- Department of Neurology, People's Hospital of Ganxian District, Ganzhou, China
| | - Heling Chu
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Hongmei Chen
- Department of Neurology, People's Hospital of Ganxian District, Ganzhou, China
| | - Youan Zhong
- Department of Neurology, National Hospital, Guangxi Medical University, Nanning, China
| | - Liang Zhong
- Department of Neurology, National Hospital, Guangxi Medical University, Nanning, China
| | - Yuping Tang
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
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Sigmon J, Crowley KL, Groth CM. Therapeutic review: The role of tranexamic acid in management of traumatic brain injury, nontraumatic intracranial hemorrhage, and aneurysmal subarachnoid hemorrhage. Am J Health Syst Pharm 2023; 80:1213-1222. [PMID: 37280158 DOI: 10.1093/ajhp/zxad134] [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: 06/06/2023] [Indexed: 06/08/2023] Open
Abstract
PURPOSE To summarize current literature evaluating tranexamic acid in the management of intracranial bleeding associated with traumatic and nontraumatic brain injuries and implications for clinical practice. SUMMARY Intracranial hemorrhage, regardless of etiology, is associated with high morbidity and mortality. Tranexamic acid is an antifibrinolytic with anti-inflammatory properties shown to reduce mortality in trauma patients with extracranial injuries. In traumatic brain injury, a large randomized trial found no difference in outcomes when tranexamic acid was compared to placebo; however, subgroup analyses suggested that it may reduce head injury-related mortality in the context of mild-to-moderate injury if treatment occurs within 1 hour of symptom onset. More recent out-of-hospital data have disputed these findings and even suggested harm in severely injured patients. In spontaneous, nontraumatic intracranial hemorrhage, treatment with tranexamic acid did not result in a difference in functional status; however, rates of hematoma expansion, even though modest, were significantly reduced. In aneurysmal subarachnoid hemorrhage, tranexamic acid may prevent rebleeding, but has not led to improved outcomes or reduced mortality, and there is concern for increased incidence of delayed cerebral ischemia. Overall, tranexamic acid has not been shown to result in increased risk of thromboembolic complications across these classes of brain injury. CONCLUSION Despite its favorable safety profile overall, tranexamic acid does not seem to improve functional outcomes and cannot be routinely recommended. More data are needed to determine which head injury subpopulations are most likely to benefit from tranexamic acid and which patients are at increased risk for harm.
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Affiliation(s)
| | - Kelli L Crowley
- Department of Pharmacy, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, USA
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Rodriguez-Luna D, Pancorbo O, Coscojuela P, Lozano P, Rizzo F, Olivé-Gadea M, Requena M, García-Tornel Á, Rodríguez-Villatoro N, Juega JM, Boned S, Muchada M, Pagola J, Rubiera M, Ribo M, Tomasello A, Molina CA. Derivation and validation of three intracerebral hemorrhage expansion scores using different CT modalities. Eur Radiol 2023; 33:6045-6053. [PMID: 37059906 DOI: 10.1007/s00330-023-09621-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 01/26/2023] [Accepted: 02/13/2023] [Indexed: 04/16/2023]
Abstract
OBJECTIVES To derivate and validate three scores for the prediction of intracerebral hemorrhage (ICH) expansion depending on the use of non-contrast CT (NCCT), single-phase CTA, or multiphase CTA markers of hematoma expansion, and to evaluate the added value of single-phase and multiphase CTA over NCCT. METHODS After prospectively deriving NCCT, single-phase CTA, and multiphase CTA hematoma expansion scores in 156 patients with ICH < 6 h, we validated them in 120 different patients. Discrimination and calibration of the three scores was assessed. Primary outcome was substantial hematoma expansion > 6 mL or > 33% at 24 h. RESULTS The evaluation of single-phase and multiphase CTA markers gave a steadily increase in discrimination for substantial hematoma expansion over NCCT markers. The C-index (95% confidence interval) in derivation and validation cohorts was 0.69 (0.58-0.80) and 0.59 (0.46-0.72) for NCCT score, significantly lower than 0.75 ([0.64-0.87], p = 0.038) and 0.72 ([0.59-0.84], p = 0.016) for single-phase CTA score, and than 0.79 ([0.68-0.89], p = 0.033) and 0.73 ([0.62-0.85], p = 0.031) for multiphase CTA score, respectively. The three scores showed good calibration in both derivation and validation cohorts: NCCT (χ2 statistic 0.389, p = 0.533; and χ2 statistic 0.352, p = 0.553), single-phase CTA (χ2 statistic 2.052, p = 0.359; and χ2 statistic 2.230, p = 0.328), and multiphase CTA (χ2 statistic 0.559, p = 0.455; and χ2 statistic 0.020, p = 0.887) scores, respectively. CONCLUSION This study shows the added prognostic value of more advanced CT modalities in acute ICH evaluation. NCCT, single-phase CTA, and multiphase CTA scores may help to refine the selection of patients at risk of expansion in different decision-making scenarios. KEY POINTS • This study shows the added prognostic value of more advanced CT modalities in acute intracerebral hemorrhage evaluation. • The evaluation of single-phase and multiphase CTA markers provides a steadily increase in discrimination for intracerebral hemorrhage expansion over non-contrast CT markers. • Non-contrast CT, single-phase CTA, and multiphase CTA scores may help clinicians and researchers to refine the selection of patients at risk of intracerebral hemorrhage expansion in different decision-making scenarios.
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Affiliation(s)
- David Rodriguez-Luna
- Department of Neurology, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119, 08035, Barcelona, Spain.
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain.
- Blanquerna School of Health Sciences, Ramon Llull University, Barcelona, Spain.
| | - Olalla Pancorbo
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
- Blanquerna School of Health Sciences, Ramon Llull University, Barcelona, Spain
| | - Pilar Coscojuela
- Department of Neuroradiology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Prudencio Lozano
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
| | - Federica Rizzo
- Department of Neurology, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119, 08035, Barcelona, Spain
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
| | - Marta Olivé-Gadea
- Department of Neurology, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119, 08035, Barcelona, Spain
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
| | - Manuel Requena
- Department of Neurology, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119, 08035, Barcelona, Spain
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
| | - Álvaro García-Tornel
- Department of Neurology, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119, 08035, Barcelona, Spain
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
| | - Noelia Rodríguez-Villatoro
- Department of Neurology, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119, 08035, Barcelona, Spain
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
| | - Jesús M Juega
- Department of Neurology, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119, 08035, Barcelona, Spain
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
| | - Sandra Boned
- Department of Neurology, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119, 08035, Barcelona, Spain
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
| | - Marián Muchada
- Department of Neurology, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119, 08035, Barcelona, Spain
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
| | - Jorge Pagola
- Department of Neurology, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119, 08035, Barcelona, Spain
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
| | - Marta Rubiera
- Department of Neurology, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119, 08035, Barcelona, Spain
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
| | - Marc Ribo
- Department of Neurology, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119, 08035, Barcelona, Spain
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
| | - Alejandro Tomasello
- Department of Neuroradiology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Carlos A Molina
- Department of Neurology, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119, 08035, Barcelona, Spain
- Stroke Research Group, Vall d'Hebron Research Institute, Barcelona, Spain
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Haider SP, Qureshi AI, Jain A, Tharmaseelan H, Berson ER, Zeevi T, Werring DJ, Gross M, Mak A, Malhotra A, Sansing LH, Falcone GJ, Sheth KN, Payabvash S. Radiomic markers of intracerebral hemorrhage expansion on non-contrast CT: independent validation and comparison with visual markers. Front Neurosci 2023; 17:1225342. [PMID: 37655013 PMCID: PMC10467422 DOI: 10.3389/fnins.2023.1225342] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 07/10/2023] [Indexed: 09/02/2023] Open
Abstract
Objective To devise and validate radiomic signatures of impending hematoma expansion (HE) based on admission non-contrast head computed tomography (CT) of patients with intracerebral hemorrhage (ICH). Methods Utilizing a large multicentric clinical trial dataset of hypertensive patients with spontaneous supratentorial ICH, we developed signatures predictive of HE in a discovery cohort (n = 449) and confirmed their performance in an independent validation cohort (n = 448). In addition to n = 1,130 radiomic features, n = 6 clinical variables associated with HE, n = 8 previously defined visual markers of HE, the BAT score, and combinations thereof served as candidate variable sets for signatures. The area under the receiver operating characteristic curve (AUC) quantified signatures' performance. Results A signature combining select radiomic features and clinical variables attained the highest AUC (95% confidence interval) of 0.67 (0.61-0.72) and 0.64 (0.59-0.70) in the discovery and independent validation cohort, respectively, significantly outperforming the clinical (pdiscovery = 0.02, pvalidation = 0.01) and visual signature (pdiscovery = 0.03, pvalidation = 0.01) as well as the BAT score (pdiscovery < 0.001, pvalidation < 0.001). Adding visual markers to radiomic features failed to improve prediction performance. All signatures were significantly (p < 0.001) correlated with functional outcome at 3-months, underlining their prognostic relevance. Conclusion Radiomic features of ICH on admission non-contrast head CT can predict impending HE with stable generalizability; and combining radiomic with clinical predictors yielded the highest predictive value. By enabling selective anti-expansion treatment of patients at elevated risk of HE in future clinical trials, the proposed markers may increase therapeutic efficacy, and ultimately improve outcomes.
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Affiliation(s)
- Stefan P. Haider
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, United States
- Department of Otorhinolaryngology, University Hospital of Ludwig-Maximilians-Universität München, Munich, Germany
| | - Adnan I. Qureshi
- Zeenat Qureshi Stroke Institute and Department of Neurology, University of Missouri, Columbia, MO, United States
| | - Abhi Jain
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, United States
| | - Hishan Tharmaseelan
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, United States
| | - Elisa R. Berson
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, United States
| | - Tal Zeevi
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, United States
| | - David J. Werring
- Stroke Research Centre, University College London, Queen Square Institute of Neurology, London, United Kingdom
| | - Moritz Gross
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, United States
| | - Adrian Mak
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, United States
| | - Ajay Malhotra
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, United States
| | - Lauren H. Sansing
- Department of Neurology, Yale School of Medicine, New Haven, CT, United States
| | - Guido J. Falcone
- Department of Neurology, Yale School of Medicine, New Haven, CT, United States
| | - Kevin N. Sheth
- Department of Neurology, Yale School of Medicine, New Haven, CT, United States
| | - Seyedmehdi Payabvash
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, United States
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Lee SH, Sohn JH, Kim C, Kim YJ, Jeon JP, Yang J, Park SY, Choi HJ. Pre-stroke glycemic variability estimated by glycated albumin predicts hematoma expansion and poor outcomes in patients with spontaneous intracerebral hemorrhage. Sci Rep 2023; 13:12848. [PMID: 37553363 PMCID: PMC10409739 DOI: 10.1038/s41598-023-40109-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 08/04/2023] [Indexed: 08/10/2023] Open
Abstract
Glycemic variability has been shown to be correlated more with oxidative stress than chronic hyperglycemia. We evaluated the impact of pre-stroke glycemic variability measured using glycated albumin (GA) on hematoma expansion and clinical outcomes following spontaneous intracerebral hemorrhage (ICH). We consecutively enrolled 343 patients with ICH for 72 months using a single-center registry database. The primary outcome measure was hematoma expansion. The secondary outcome measures were early neurological deterioration (END), 1-month mortality, and 3-month poor functional outcomes (modified Rankin scale score of 4-6). The patients were divided into two groups based on pre-stroke glycemic variability: a higher GA group (GA ≥ 16.0%) and a lower GA group (GA < 16.0%). During the study period, there were 63 (18.4%) events of hematoma expansion, 61 (17.8%) of END, 45 (13.1%) of 1-month mortality, and 45 (13.1%) of 3-month poor functional outcomes after ICH. The higher GA group (36.4%) had higher rates of hematoma expansion, END, 1-month mortality, and 3-month poor functional outcomes than the lower GA group. Multivariate analysis showed that a higher GA level was significantly associated with increased hematoma expansion (adjusted odds ratio 5.83; 95% confidence interval [CI] 2.58-13.19, p < 0.001). The area under the receiver operating characteristic curve of GA (0.83; 95% CI 0.48-0.65) for predicting hematoma expansion was higher than that of glycated hemoglobin (0.57; 95% CI 0.48-0.65, p for DeLong's pairwise comparison < 0.001). Higher GA levels could be a reliable marker for predicting hematoma expansion and poor outcomes following ICH.
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Affiliation(s)
- Sang-Hwa Lee
- Department of Neurology, Hallym University Chuncheon Sacred Heart Hospital, Chuncheon, South Korea
- Institute of New Frontier Research Team, Hallym University, Chuncheon, South Korea
| | - Jong-Hee Sohn
- Department of Neurology, Hallym University Chuncheon Sacred Heart Hospital, Chuncheon, South Korea
- Institute of New Frontier Research Team, Hallym University, Chuncheon, South Korea
| | - Chulho Kim
- Department of Neurology, Hallym University Chuncheon Sacred Heart Hospital, Chuncheon, South Korea
- Institute of New Frontier Research Team, Hallym University, Chuncheon, South Korea
| | - Yeo Jin Kim
- Department of Neurology, Kangdong Sacred Heart Hospital, Seoul, South Korea
| | - Jin Pyeong Jeon
- Department of Neurosurgery, Hallym University Chuncheon Sacred Heart Hospital, Chuncheon, South Korea
- Institute of New Frontier Research Team, Hallym University, Chuncheon, South Korea
| | - Jinseo Yang
- Department of Neurosurgery, Hallym University Chuncheon Sacred Heart Hospital, Chuncheon, South Korea
| | - So Young Park
- Department of Endocrinology and Metabolism, Kyung Hee University Hospital, Seoul, South Korea
| | - Hyuk Jai Choi
- Department of Neurosurgery, Hallym University Chuncheon Sacred Heart Hospital, Chuncheon, South Korea.
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48
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Pang T, Wu Z, Zeng H, Zhang X, Hu M, Cao L. Analysis of the risk factors for secondary hemorrhage after abdominal surgery. Front Surg 2023; 10:1091162. [PMID: 37346762 PMCID: PMC10279872 DOI: 10.3389/fsurg.2023.1091162] [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: 11/06/2022] [Accepted: 02/24/2023] [Indexed: 06/23/2023] Open
Abstract
Introduction This study aimed to conduct a clinical review and analysis to recommend options for the prevention and treatment of postoperative hemorrhage. Patients and Methods A total of 138 patients who experienced postoperative hemorrhage after abdominal surgery in the period between January 2015 and December 2020 at the Sir Run Run Shaw Hospital, affiliated to Zhejiang University School of Medicine, participated in this study. They were divided into a group with primary bleeding only and a secondary bleeding group. Univariate and multivariate statistical analyses were performed, followed by plotting of cumulative hazard and survival curves for the two groups. Results The main factors of interest found to be associated with secondary hemorrhage were duration of the operation, the time of the first bleeding incident, intervention time, performance of combined organ resection, use of surgical intervention, occurrence of abdominal infection, admission to the intensive care unit (ICU), postoperative length of stay, and total hospitalization expenses. Among these, a long operative duration (>5 h) and an extended intervention time (>5 h) were identified as independent predictors of risk of secondary hemorrhage. Conclusions Secondary hemorrhage after abdominal surgery is mainly associated with subjective human factors, and it is an important cause of poor prognosis and even death. Proper reductions in operation time and implementation of a quick response to bleeding are the key factors in tackling bleeding. Further reduction in the rates of postoperative hemorrhage and mortality will require a concerted effort by surgeons in terms of both intraoperative surgical techniques and postoperative management.
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Affiliation(s)
- Tianshu Pang
- Department of General Surgery, School of Medicine, Sir RunRun Shaw Hospital, Zhejiang University, Hangzhou, China
| | - Zhengrong Wu
- Department of General Surgery, School of Medicine, Sir RunRun Shaw Hospital, Zhejiang University, Hangzhou, China
| | - Hongfen Zeng
- Department of Nursing, School of Medicine, Sir Run Run Shaw Hospital, Zhejiang University, Hangzhou, China
| | - Xiangyu Zhang
- Department of General Surgery, School of Medicine, Sir RunRun Shaw Hospital, Zhejiang University, Hangzhou, China
| | - Mengya Hu
- Department of Nursing, School of Medicine, Sir Run Run Shaw Hospital, Zhejiang University, Hangzhou, China
| | - Liping Cao
- Department of General Surgery, School of Medicine, Sir RunRun Shaw Hospital, Zhejiang University, Hangzhou, China
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Watanabe G, Conching A, Ogasawara C, Chavda V, Bin-Alamer O, Haider AS, Priola SM, Sharma M, Hoz SS, Chaurasia B, Umana GE, Palmisciano P. Bilateral basal ganglia hemorrhage: a systematic review of etiologies, management strategies, and clinical outcomes. Neurosurg Rev 2023; 46:135. [PMID: 37273079 PMCID: PMC10240133 DOI: 10.1007/s10143-023-02044-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 05/06/2023] [Accepted: 05/27/2023] [Indexed: 06/06/2023]
Abstract
Bilateral basal ganglia hemorrhages (BBGHs) represent rare accidents, with no clear standard of care currently defined. We reviewed the literature on BBGHs and analyzed the available conservative and surgical strategies. PubMed, Scopus, Web of Science, and Cochrane were searched following the PRISMA guidelines to include studies reporting patients with BBGHs. Clinical characteristics, management, and outcomes were analyzed. We included 64 studies comprising 75 patients, 25 (33%) traumatic and 50 (67%) non-traumatic. Traumatic cases affected younger patients (mean age 35 vs. 46 years, p=0.014) and males (84% vs. 71%, p=0.27) and were characterized by higher proportion of normal blood pressures at admission (66% vs. 13%, p=0.0016) compared to non-traumatic cases. Most patients were comatose at admission (56%), with a mean Glasgow Coma Scale (GCS) score of 7 and a higher proportion of comatose patients in the traumatic than in the non-traumatic group (64% vs. 52%, p=0.28). Among the traumatic group, motor vehicle accidents and falls accounted for 79% of cases. In the non-traumatic group, hemorrhage was most associated with hypertensive or ischemic (54%) and chemical (28%) etiologies. Management was predominantly conservative (83%). Outcomes were poor in 56% of patients with mean follow-up of 8 months. Good recovery was significantly higher in the traumatic than in the non-traumatic group (48% vs. 17%, p=0.019). BBGHs are rare occurrences with dismal prognoses. Standard management follows that of current intracerebral hemorrhage guidelines with supportive care and early blood pressure management. Minimally invasive surgery is promising, though substantial evidence is required to outweigh the potentially increased risks of bilateral hematoma evacuation.
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Affiliation(s)
- Gina Watanabe
- John A. Burns School of Medicine, University of Hawai'i, Honolulu, HI, USA
| | - Andie Conching
- John A. Burns School of Medicine, University of Hawai'i, Honolulu, HI, USA
| | - Christian Ogasawara
- Department of Neurosurgery, University of Texas Medical Branch, Galveston, TX, USA
| | - Vishal Chavda
- Department of Pathology, Stanford of School of Medicine, Stanford University Medical Centre, Stanford, Palo Alto, CA, USA
| | - Othman Bin-Alamer
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburg, PA, USA
| | - Ali S Haider
- Department of Neurosurgery, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Stefano M Priola
- Department of Neurosurgery, Health Sciences North, Northern Ontario School of Medicine, Sudbury, Ontario, Canada
| | - Mayur Sharma
- Department of Neurosurgery, University of Minnesota, Minneapolis, MN, USA
| | - Samer S Hoz
- Department of Neurosurgery, University of Cincinnati, 231 Albert Sabin Way, Cincinnati, OH, 45229, USA
| | - Bipin Chaurasia
- Department of Neurosurgery, Neurosurgery Clinic, Birgunj, Nepal
| | - Giuseppe E Umana
- Department of Neurosurgery, Trauma Center, Gamma Knife Center, Cannizzaro Hospital, Catania, Italy
| | - Paolo Palmisciano
- Department of Neurosurgery, University of Cincinnati, 231 Albert Sabin Way, Cincinnati, OH, 45229, USA.
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50
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Hieber M, Lambeck J, Halaby A, Roelz R, Demerath T, Niesen WD, Bardutzky J. Minimally-invasive bedside catheter haematoma aspiration followed by local thrombolysis in spontaneous supratentorial intracerebral haemorrhage: a retrospective single-center study. Front Neurol 2023; 14:1188717. [PMID: 37342780 PMCID: PMC10277509 DOI: 10.3389/fneur.2023.1188717] [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: 03/17/2023] [Accepted: 05/16/2023] [Indexed: 06/23/2023] Open
Abstract
Background and purpose The role of surgery in the treatment of intracerebral haemorrhage (ICH) remains controversial. Whereas open surgery has failed to show any clinical benefit, recent studies have suggested that minimal invasive procedures can indeed be beneficial, especially when they are applied at an early time point. This retrospective study therefore evaluated the feasibility of a free-hand bedside catheter technique with subsequent local lysis for early haematoma evacuation in patients with spontaneous supratentorial ICH. Methods Patients with spontaneous supratentorial haemorrhage of a volume of >30 mL who were treated with bedside catheter haematoma evacuation were identified from our institutional database. The entry point and evacuation trajectory of the catheter were based on a 3D-reconstructed CT scan. The catheter was inserted bedside into the core of the haematoma, and urokinase (5,000 IE) was administered every 6 h for a maximum of 4 days. Evolution of haematoma volume, perihaemorrhagic edema, midline-shift, adverse events and functional outcome were analyzed. Results A total of 110 patients with a median initial haematoma volume of 60.6 mL were analyzed. Haematoma volume decreased to 46.1 mL immediately after catheter placement and initial aspiration (with a median time to treatment of 9 h after ictus), and to 21.0 mL at the end of urokinase treatment. Perihaemorrhagic edema decreased significantly from 45.0 mL to 38.9 mL and midline-shift from 6.0 mm to 2.0 mm. The median NIHSS score improved from 18 on admission to 10 at discharge, and the median mRS at discharge was 4; the latter was even lower in patients who reached a target volume ≤ 15 mL at the end of local lysis. The in-hospital mortality rate was 8.2%, and catheter/local lysis-associated complications occurred in 5.5% of patients. Conclusion Bedside catheter aspiration with subsequent urokinase irrigation is a safe and feasible procedure for treating spontaneous supratentorial ICH, and can immediately reduce the mass effects of haemorrhage. Additional controlled studies that assess the long-term outcome and generalizability of our findings are therefore warranted. Clinical trial registration [www.drks.de], identifier [DRKS00007908].
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Affiliation(s)
- Maren Hieber
- Department of Neurology and Neurophysiology, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Johann Lambeck
- Department of Neurology and Neurophysiology, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Amjad Halaby
- Department of Neurology and Neurophysiology, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Roland Roelz
- Department of Neurosurgery, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Theo Demerath
- Department of Neuroradiology, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Wolf-Dirk Niesen
- Department of Neurology and Neurophysiology, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Jürgen Bardutzky
- Department of Neurology and Neurophysiology, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
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