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Puissant MM, Mayer SA, Goldstein JN. Emergency Priorities in the Treatment of Cerebral Hemorrhage: Code-Intracerebral Hemorrhage. Neurol Clin 2025; 43:127-139. [PMID: 39547736 DOI: 10.1016/j.ncl.2024.07.007] [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: 11/17/2024]
Abstract
The focus of acute treatment of intracerebral hemorrhage (ICH) includes acute blood pressure management, prevention of secondary hematoma expansion through anticoagulation reversal, and neurosurgical interventions for select patients. Recent evidence points to ultra-early acute ICH bundles, implementing multiple therapies in parallel, as the most impactful therapy in reducing morbidity and mortality. It is time for widespread implementation of formalized care bundles in ICH, including specific metrics for time to treatment and criteria for neurosurgical therapy. No longer just "Code Stroke," it is time for "Code ICH.".
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Affiliation(s)
- Madeleine M Puissant
- Tufts Medical School, Boston, MA, USA; Emergency Department, Maine Medical Center, MHIR-CIPHR, 321 Brackett Street, Portland, ME 04102, USA.
| | - Stephan A Mayer
- New York Medical College; Westchester Medical Center Health Network, Taylor Pavillion Room E119, 100 Woods Road, Valhalla, NY 10595, USA
| | - Joshua N Goldstein
- Department of Emergency Medicine, Harvard Medical School, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
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2
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Wolsink A, Cliteur MP, van Asch CJ, Boogaarts HD, Dammers R, Hannink G, Schreuder FH, Klijn CJ. Incidence, case fatality, and functional outcome of intracerebral haemorrhage, according to age, sex, and country income level: a systematic review and meta-analysis. THE LANCET REGIONAL HEALTH. EUROPE 2025; 49:101180. [PMID: 39759582 PMCID: PMC11699750 DOI: 10.1016/j.lanepe.2024.101180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Revised: 11/23/2024] [Accepted: 12/02/2024] [Indexed: 01/03/2025]
Abstract
Background Intracerebral haemorrhage (ICH) accounts for approximately 28% of all strokes worldwide. ICH has a high case fatality, and only few survivors recover to independent living. Over the past decades, demographic changes, and changes in prevalence and management of risk factors may have influenced incidence. Widespread implementation of stroke units and improved care in general may have affected case fatality and outcome. We aimed to update the evidence on incidence, case fatality, and functional outcome of ICH, according to age, sex, and country income level. Methods We systematically searched PubMed and Embase from 2008 to April 2023 for prospective population-based studies on incidence, case fatality, or functional outcome of first-ever ICH. We excluded studies in which less than 80% of cases was confirmed with imaging or autopsy. Quality of the studies was assessed based on the used case finding methods. We used inverse variance-based random-effects meta-analyses to pool the crude incidence, case fatality at 1 month, and the percentage of patients with good functional outcome after 3, 6, or 12 months, as defined by the authors of the individual studies. Time trends were assessed using weighted linear meta-regression. Funnel plots were constructed to study publication bias. The review was registered on PROSPERO (CRD42023413314). Findings We identified 70 eligible studies, describing 19,470 ICH patients from 26 different countries. Of these, 62 studies reported on crude incidence, 41 on case fatality, and 10 on functional outcome. Overall crude incidence was 29.2 per 100,000 person-years (95% CI 23.3-36.4; I2 = 100%). Incidence was lower in women than in men and increased with age. Incidence was highest in lower-middle income countries, followed by high and upper-middle income countries. Case fatality at 1 month was 35.5% (95% CI 32.3-38.9; I2 = 90%). The percentage of patients with good functional outcome (mRS 0-2 in nine studies, mRS 0-3 in one) after 3-12 months was 31.2% (95% CI 24.7-38.6; I2 = 76%). We found no time trends in incidence, case fatality, or functional outcome. Interpretation Our results demonstrate the persistently high burden and devastating consequences of ICH, stressing the need for better preventive strategies and acute treatments. Funding None.
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Affiliation(s)
- Axel Wolsink
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, the Netherlands
| | - Maaike P. Cliteur
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, the Netherlands
| | - Charlotte J. van Asch
- Stichting Epilepsie Instellingen Nederland (SEIN), Dr. Denekampweg 20, 8025 BV, Zwolle, the Netherlands
| | - Hieronymus D. Boogaarts
- Department of Neurosurgery, Radboud University Medical Centre, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, the Netherlands
| | - Ruben Dammers
- Department of Neurosurgery, Erasmus Medical Centre, Erasmus MC Stroke Centre, Dr. Molewaterplein 40, 3015 GD, Rotterdam, the Netherlands
| | - Gerjon Hannink
- Department of Medical Imaging, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, the Netherlands
| | - Floris H.B.M. Schreuder
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, the Netherlands
| | - Catharina J.M. Klijn
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, the Netherlands
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3
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Tang J, Yue J, Tao Y, Zhao G, Yi X, Zhang M, Huang N, Cheng Y. Neutrophil Extracellular Traps Induce Brain Edema Around Intracerebral Hematoma via ERK-Mediated Regulation of MMP9 and AQP4. Transl Stroke Res 2024:10.1007/s12975-024-01318-w. [PMID: 39733198 DOI: 10.1007/s12975-024-01318-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: 09/15/2024] [Revised: 11/28/2024] [Accepted: 12/12/2024] [Indexed: 12/30/2024]
Abstract
Perihematomal edema (PHE) significantly aggravates secondary brain injury in patients with intracerebral hemorrhage (ICH), yet its detailed mechanisms remain elusive. Neutrophil extracellular traps (NETs) are known to exacerbate neurological deficits and worsen outcomes after stroke. This study explores the potential role of NETs in the pathogenesis of brain edema following ICH. The rat ICH model was created, immunofluorescence and Western blot were used to examine neutrophil accumulation, NET markers citrullinated histone H3 (CitH3) and myeloperoxidase (MPO), tight junction proteins (ZO-1 and Occludin), Aquaporin-4 (AQP4), matrix metalloproteinase-9 (MMP-9), and ERK phosphorylation (p-ERK) in brain tissues surrounding the hematoma. TUNEL staining and behavioral tests were employed to evaluate neuronal apoptosis and neurological dysfunction, while blood-brain barrier (BBB) permeability and brain edema were also measured by Evans blue and brain water content. Furthermore, the molecular mechanisms related to NETs-induced PHE were investigated using NETs, ERK, MMP-9 and AQP4 regulators, respectively. Ly6G+ neutrophils surrounding the hematoma developed NETs within 3 days post-ICH. NETs decreased tight junction proteins, destroyed BBB integrity, promoted brain edema, increased neuronal apoptosis, and exacerbated neurological deficits. Conversely, inhibition of NETs mitigated PHE, reduced neuronal apoptosis, and improved neurological functions. Mechanistically, NET-induced PHE was originated from impairment of BBB tight junction via ERK/MMP9 pathway, coupled with ERK-mediated AQP4 downregulation in perihematomal regions. These findings elucidated the effects of NETs on PHE, which offered promising insights for targeting NETs to relieve brain edema and secondary brain injury post-ICH.
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Affiliation(s)
- Jun Tang
- Department of Neurosurgery, The Second Affiliated Hospital of Chongqing Medical University, 74 Linjiang Rd, Yuzhong, Chongqing, 400010, China
| | - Jianhe Yue
- Department of Neurosurgery, The Second Affiliated Hospital of Chongqing Medical University, 74 Linjiang Rd, Yuzhong, Chongqing, 400010, China
| | - Yihao Tao
- Department of Neurosurgery, The Second Affiliated Hospital of Chongqing Medical University, 74 Linjiang Rd, Yuzhong, Chongqing, 400010, China
| | - Guanjian Zhao
- Department of Neurosurgery, The Second Affiliated Hospital of Chongqing Medical University, 74 Linjiang Rd, Yuzhong, Chongqing, 400010, China
| | - Xiaoyao Yi
- Department of Neurosurgery, The Second Affiliated Hospital of Chongqing Medical University, 74 Linjiang Rd, Yuzhong, Chongqing, 400010, China
| | - Maoxin Zhang
- Department of Neurosurgery, The Second Affiliated Hospital of Chongqing Medical University, 74 Linjiang Rd, Yuzhong, Chongqing, 400010, China
| | - Ning Huang
- Department of Neurosurgery, The Second Affiliated Hospital of Chongqing Medical University, 74 Linjiang Rd, Yuzhong, Chongqing, 400010, China.
| | - Yuan Cheng
- Department of Neurosurgery, The Second Affiliated Hospital of Chongqing Medical University, 74 Linjiang Rd, Yuzhong, Chongqing, 400010, China.
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Ouyang M, Anjum A, Mc Cawley FG, Wasay M, Ma L, Hu X, Chen X, Malavera A, Li X, Venturelli PM, Silva HAD, Thang NH, Wahab KW, Pandian JD, Pontes-Neto OM, Abanto C, Cano-Nigenda V, Arauz A, You C, Jan S, Song L, Anderson CS, Liu H. Implementation of a goal-directed Care Bundle for intracerebral hemorrhage: Results of embedded process evaluation in the INTERACT3 trial. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0003711. [PMID: 39700102 DOI: 10.1371/journal.pgph.0003711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 11/21/2024] [Indexed: 12/21/2024]
Abstract
The third, stepped-wedge, cluster-randomized, Intensive Care Bundle with Blood Pressure Reduction in Acute Cerebral Hemorrhage Trial (INTERACT3), has shown that a goal-directed multi-faceted Care Bundle incorporating protocols for the management of physiological variables was safe and effective for improving functional recovery in a broad range of patients with acute intracerebral hemorrhage (ICH). The INTERACT3 Care Bundle included time- and target-based protocols for the management of early intensive lowering of systolic blood pressure (SBP, target <140mmHg), glucose control (target 6.1-7.8 mmol/L in those without diabetes and 7.8-10.0 mmol/L in those with diabetes), anti-pyrexia treatment (target body temperature ≤37.5°C), and the rapid reversal of warfarin-related anticoagulation (target international normalized ratio <1.5). An embedded process evaluation was conducted to allow a better understanding of how the Care Bundle was implemented in different countries to enhance the transferability of this evidence in the international context. This study used a mixed-methods approach involving interviews, focus group discussions, and surveys to evaluate the implementation outcomes included fidelity, dose, reach, acceptability, appropriateness, adoption, and sustainability. Interviews (n = 27), focus group discussions (n = 3), and quantitative surveys (n = 48) were conducted in 7 low- and middle-income countries (LMICs) and 1 high-income country during 2019-2022. The Care Bundle was generally delivered as planned and well accepted by stakeholders, although some difficulties were reported in reaching the SBP and glycemic targets. Contextual factors including staff shortage, limited availability of antihypertensive drugs, and delayed systems of care processes, were common barriers to implementing the Care Bundle. Facilitating factors included good communication and collaboration with staff in emergency departments, the development of pathways within available resources, and regular training and monitoring. Our process evaluation provides useful insights into the contextual barriers which need to be addressed for effective scale up of the Care Bundle implementation in a global context. Trial registration: INTERACT3 is registered at Clinicaltrials.gov (NCT03209258) and the Chinese Clinical Trial Registry (ChiCTR-IOC-17011787).
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Affiliation(s)
- Menglu Ouyang
- The George Institute for Global Health, Faculty of Medicine, University of New South Wales, Sydney, Australia
- The George Institute China Office, Beijing, China
| | - Anila Anjum
- Clinical Trials Unit, The Aga Khan University, Karachi, Pakistan
| | - Francisca Gonzalez Mc Cawley
- Centro de Estudios Clínicos, Instituto de Ciencias e Innovación en Medicina, Facultad de Medicina Clínica Alemana Universidad del Desarrollo, Chile
| | - Mohammad Wasay
- Clinical Trials Unit, The Aga Khan University, Karachi, Pakistan
| | - Lu Ma
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Xin Hu
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Xiaoying Chen
- The George Institute for Global Health, Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - Alejandra Malavera
- The George Institute for Global Health, Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - Xi Li
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Paula Muñoz Venturelli
- The George Institute for Global Health, Faculty of Medicine, University of New South Wales, Sydney, Australia
- Centro de Estudios Clínicos, Instituto de Ciencias e Innovación en Medicina, Facultad de Medicina Clínica Alemana Universidad del Desarrollo, Chile
| | - H Asita de Silva
- Clinical Trials Unit, Faculty of Medicine, University of Kelaniya, Kelaniya, Sri Lanka
| | | | - Kolawole W Wahab
- Department of Medicine, University of Ilorin & University of Ilorin Teaching Hospital, Ilorin, Nigeria
| | - Jeyaraj D Pandian
- Department of Neurology, Christian Medical College and Hospital, Ludhiana, India
| | - Octavio M Pontes-Neto
- Department of Neurology, Ribeirão Preto Medical School, University of São Paulo, Ribeirao Preto, Brazil
| | - Carlos Abanto
- Cerebrovascular Disease Research Center, National Institute of Neurological Sciences, Lima, Peru
| | - Venessa Cano-Nigenda
- Stroke Clinic, Instituto Nacional de Neurología y Neurocirugía Manuel Velasco Suarez, Mexico City, Mexico
| | - Antonio Arauz
- Stroke Clinic, Instituto Nacional de Neurología y Neurocirugía Manuel Velasco Suarez, Mexico City, Mexico
| | - Chao You
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China
| | - Stephen Jan
- The George Institute for Global Health, Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - Lili Song
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
| | - Craig S Anderson
- The George Institute for Global Health, Faculty of Medicine, University of New South Wales, Sydney, Australia
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
- Neurology Department, Royal Prince Alfred Hospital, Sydney Health Partners, Sydney, Australia
- Heart Health Research Center, Beijing, China
| | - Hueiming Liu
- The George Institute for Global Health, Faculty of Medicine, University of New South Wales, Sydney, Australia
- Menzies Centre for Health Policy and Economics, University of Sydney, Sydney, Australia
- Sydney Institute for Women, Children and their Families, Sydney Local Health District, Sydney, Australia
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5
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Xia X, Liu J, Cui J, You Y, Huang C, Li H, Zhang D, Ren Q, Jiang Q, Meng X. A nomogram incorporating CT-based peri-hematoma radiomics features to predict functional outcome in patients with intracerebral hemorrhage. Eur J Radiol 2024; 183:111871. [PMID: 39662425 DOI: 10.1016/j.ejrad.2024.111871] [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: 08/28/2024] [Revised: 11/22/2024] [Accepted: 12/02/2024] [Indexed: 12/13/2024]
Abstract
OBJECTIVE To evaluate the ability of non-contrast computed tomography based peri-hematoma and intra-hematoma radiomic features to predict the 90-day poor functional outcome for spontaneous intracerebral hemorrhage (sICH) and to present an effective clinically relevant machine learning system to assist in prognosis prediction. MATERIALS AND METHODS We retrospectively analyzed the data of 691 patients diagnosed with sICH at two medical centers. Fifteen radiomic features from the intra- and peri-hematoma regions were extracted and selected to build six radiomics models. The clinical-semantic model and nomogram model were constructed to compare prediction abilities. The areas under the curve (AUC) and decision curve analysis were used to evaluate discriminative performance. RESULTS Combining radiomics of the intra-hematoma with peri-hematoma regions significantly improved the AUC to 0.843 compared with radiomics of the intra-hematoma region (AUC = 0.780, P < 0.001) in the test set. A similar trend was observed in the external validation cohort (AUC, 0.769 vs. 0.793, P = 0.709). The nomogram, which integrates clinical-semantic signatures with intra-hematoma and peri-hematoma radiomics signatures, accurately predicted a 90-day poor functional outcome in both the test and external validation sets (AUC 0.879 and 0.901, respectively). CONCLUSION The nomogram constructed using clinical-semantic signatures and combined intra-hematoma and peri-hematoma radiomics signatures showed the potential to precisely predict 90-day poor functional outcomes for sICH.
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Affiliation(s)
- Xiaona Xia
- Department of Radiology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China
| | - Jieqiong Liu
- Department of Radiology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China
| | - Jiufa Cui
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yi You
- Department of Research Collaboration, R&D Center, Beijing Deepwise & League of PHD Technology Co., Ltd, Beijing 100080, China
| | - Chencui Huang
- Department of Research Collaboration, R&D Center, Beijing Deepwise & League of PHD Technology Co., Ltd, Beijing 100080, China
| | - Hui Li
- Department of Radiology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China
| | - Daiyong Zhang
- Department of Radiology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China
| | - Qingguo Ren
- Department of Radiology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China
| | - Qingjun Jiang
- Department of Radiology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China
| | - Xiangshui Meng
- Department of Radiology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China.
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6
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Seiffge DJ, Fandler-Höfler S, Du Y, Goeldlin MB, Jolink WMT, Klijn CJM, Werring DJ. Intracerebral haemorrhage - mechanisms, diagnosis and prospects for treatment and prevention. Nat Rev Neurol 2024; 20:708-723. [PMID: 39548285 DOI: 10.1038/s41582-024-01035-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/11/2024] [Indexed: 11/17/2024]
Abstract
Intracerebral haemorrhage (ICH) is a devastating condition associated with high mortality and substantial residual disability among survivors. Effective treatments for the acute stages of ICH are limited. However, promising findings from randomized trials of therapeutic strategies, including acute care bundles that target anticoagulation therapies, blood pressure control and other physiological parameters, and trials of minimally invasive neurosurgical procedures have led to renewed optimism that patient outcomes can be improved. Currently ongoing areas of research for acute treatment include anti-inflammatory and haemostatic treatments. The implementation of effective secondary prevention strategies requires an understanding of the aetiology of ICH, which involves vascular and brain parenchymal imaging; the use of neuroimaging markers of cerebral small vessel disease improves classification with prognostic relevance. Other data underline the importance of preventing not only recurrent ICH but also ischaemic stroke and cardiovascular events in survivors of ICH. Ongoing and planned randomized controlled trials will assess the efficacy of prevention strategies, including antiplatelet agents, oral anticoagulants or left atrial appendage occlusion (in patients with concomitant atrial fibrillation), and optimal management of long-term blood pressure and statin use. Together, these advances herald a new era of improved understanding and effective interventions to reduce the burden of ICH.
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Affiliation(s)
- David J Seiffge
- Department of Neurology, Inselspital University Hospital Bern and University of Bern, Bern, Switzerland
| | - Simon Fandler-Höfler
- Stroke Research Centre, Department of Brain Repair and Rehabilitation, UCL Queen Square Institute of Neurology, University College London, London, UK
- Department of Neurology, Medical University of Graz, Graz, Austria
| | - Yang Du
- Stroke Research Centre, Department of Brain Repair and Rehabilitation, UCL Queen Square Institute of Neurology, University College London, London, UK
- Department of Neurology, Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Martina B Goeldlin
- Department of Neurology, Inselspital University Hospital Bern and University of Bern, Bern, Switzerland
| | | | - Catharina J M Klijn
- Department of Neurology, Donders Institute of Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, Netherlands
| | - David J Werring
- Stroke Research Centre, Department of Brain Repair and Rehabilitation, UCL Queen Square Institute of Neurology, University College London, London, UK.
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7
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Hemphill JC, Citerio G. Adopting Code ICH in intensive care. Intensive Care Med 2024; 50:2179-2181. [PMID: 39361080 DOI: 10.1007/s00134-024-07655-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Accepted: 09/10/2024] [Indexed: 11/26/2024]
Affiliation(s)
- J Claude Hemphill
- Department of Neurology, University of California, San Francisco, USA
| | - Giuseppe Citerio
- School of Medicine, University of Milano-Bicocca, Monza, Italy.
- NeuroIntensive Care Unit, Department of Neuroscience, IRCCS Fondazione San Gerardo dei Tintori, Monza, Italy.
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8
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Ziai W, Awad I, Hanley D. Code ICH: reorganising stroke care for intracerebral haemorrhage. J Neurol Neurosurg Psychiatry 2024:jnnp-2024-334937. [PMID: 39608811 DOI: 10.1136/jnnp-2024-334937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Accepted: 11/06/2024] [Indexed: 11/30/2024]
Affiliation(s)
- Wendy Ziai
- Department of Neurology, Division of Neurocritical Care, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Issam Awad
- Department of Neurosurgery, The University of Chicago Pritzker School of Medicine, Chicago, Illinois, USA
| | - Daniel Hanley
- Department of Neurology, Division of Brain Injury Outcomes, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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9
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Alkhiri A, Alamri AF, Almaghrabi AA, Alturki F, Alghamdi BA, Alharbi A, Salamatullah HK, Alzawahmah M, Al-Otaibi F, Alturki AY, Dowlatshahi D, Demchuk AM, Ziai WC, Kellner CP, Alhazzani A, Al-Ajlan FS. Minimally Invasive Surgery for Spontaneous Intracerebral Hemorrhage: Meta-Analysis of High-Quality Randomized Clinical Trials. Ann Neurol 2024. [PMID: 39479898 DOI: 10.1002/ana.27107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 08/28/2024] [Accepted: 09/24/2024] [Indexed: 11/02/2024]
Abstract
OBJECTIVES Spontaneous intracerebral hemorrhage (ICH) poses high mortality and morbidity rates with limited evidence-based therapeutic approaches. We aimed to evaluate the current evidence for the role of minimally invasive surgery (MIS) in the management of ICH. METHODS This systematic review and meta-analysis followed recommended guidelines and protocols. Medline, Embase, Scopus, and the Cochrane Library were searched from inception up to April 12, 2024. The inclusion was restricted to randomized clinical trials (RCTs) of high quality, ensuring they were not deemed to have a high risk of bias in any of the Cochrane risk of bias tool (RoB2) domains. Primary outcomes were good functional outcome (modified Rankin scale, 0-3) and mortality beyond 90 days. Secondary outcomes were early mortality within 30 days and rebleeding rates. We pooled odds ratios (ORs) with corresponding 95% confidence intervals (CIs) using random-effects models. RESULTS Fourteen high-quality RCTs were included. There were 3,027 patients with ICH (1,475 randomized to MIS, and 1,452 randomized to medical management or craniotomy). Of included patients, 1,899 (62.7%) were males. MIS resulted in higher odds of achieving long-term good functional outcome (OR, 1.51 [95% CI, 1.25-1.82]), lower odds of long-term mortality (OR, 0.72 [95% CI, 0.57-0.90]) and lower odds of early mortality (OR, 0.73 [95% CI, 0.56-0.95]). Rebleeding rates were similar (OR, 1.10 [95% CI, 0.55-2.19]). The treatment effect of MIS was consistent across multiple sensitivity and subgroup analyses, including individuals with deep ICH. INTERPRETATION This meta-analysis provides high-quality clinical trial evidence supporting the use of MIS as a primary treatment strategy in the management of ICH. ANN NEUROL 2024.
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Affiliation(s)
- Ahmed Alkhiri
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
- King Abdullah International Medical Research Center, Jeddah, Saudi Arabia
| | - Aser F Alamri
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Ahmed A Almaghrabi
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
- King Abdullah International Medical Research Center, Jeddah, Saudi Arabia
| | - Fahad Alturki
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Basil A Alghamdi
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
- King Abdullah International Medical Research Center, Jeddah, Saudi Arabia
| | - Abdullah Alharbi
- Department of Neurology, King Abdullah Medical City, Makkah, Saudi Arabia
| | - Hassan K Salamatullah
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
- King Abdullah International Medical Research Center, Jeddah, Saudi Arabia
| | - Mohamed Alzawahmah
- Neuroscience Center, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
- Alfaisal University, Riyadh, Saudi Arabia
| | - Faisal Al-Otaibi
- Neuroscience Center, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
- Alfaisal University, Riyadh, Saudi Arabia
| | - Abdulrahman Y Alturki
- Neurovascular Surgery Section, Adult Neurosurgery Department, National Neuroscience Institute, Riyadh, Saudi Arabia
| | - Dar Dowlatshahi
- Ottawa Hospital Research Institute and Department of Medicine, Ottawa, Canada
- University of Ottawa, Ottawa, Canada
| | - Andrew M Demchuk
- Department of Neurosciences, Foothills Medical Center, Calgary, Canada
- University of Calgary, Calgary, Canada
| | - Wendy C Ziai
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD
| | | | - Adel Alhazzani
- Neuroscience Center, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
- Alfaisal University, Riyadh, Saudi Arabia
| | - Fahad S Al-Ajlan
- Neuroscience Center, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
- Alfaisal University, Riyadh, Saudi Arabia
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10
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Royan R, Ayodele I, Stamm B, Alhanti B, Sheth KN, Pruitt P, Mac Grory BC, Meurer WJ, Prabhakaran S. Door-in-Door-Out Times at Referring Hospitals and Outcomes of Hemorrhagic Stroke. Ann Emerg Med 2024:S0196-0644(24)01004-7. [PMID: 39453306 DOI: 10.1016/j.annemergmed.2024.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 08/12/2024] [Accepted: 09/05/2024] [Indexed: 10/26/2024]
Abstract
STUDY OBJECTIVE Interhospital transfer is often required in the care of patients with hemorrhagic stroke. Guidelines recommend a door-in-door-out (DIDO) time of ≤120 minutes at the transferring emergency department (ED); however, it is unknown whether DIDO times are related to clinical outcomes of hemorrhagic stroke. METHODS Retrospective, observational cohort study using US registry data from Get With The Guidelines-Stroke participating hospitals. Patients include those aged ≥18 years with intracerebral hemorrhage (ICH) or subarachnoid hemorrhage (SAH) who were transferred from the ED to a Get With The Guidelines participating receiving hospital from January 1, 2019, to July 31, 2022. The primary outcome was ordinal discharge modified Rankin scale (mRS) score and secondary outcomes included dichotomous discharge mRS, ability to ambulate independently at discharge, and inhospital mortality at the receiving hospital. RESULTS In all, 19,708 ICH and 7,757 patients with SAH were included. For patients with ICH, an increasing DIDO time was associated with greater odds of mRS 0 to 3 versus 4 to 6 at discharge in the unadjusted analyses (DIDO 91 to 180 minutes, odds ratio [OR] 1.15 [1.04 to 1.27]; DIDO 181 to 270 minutes, OR 1.51 [1.33, 1.71]; DIDO >270 minutes, OR 1.83 [1.58, 2.11]; versus DIDO ≤90 minutes). In the adjusted analyses, no associations were observed. Similar results were seen for mRS at discharge in patients with SAH. In both patients with ICH and SAH, longer DIDO times were associated with greater odds of independent ambulation at discharge and lower odds of inhospital mortality in the unadjusted analyses. After adjustment, the effect sizes of these associations were reduced, with some of the results based on quartiles becoming statistically nonsignificant. CONCLUSION These findings suggest that EDs currently expedite the transfer of the sickest patients; however, prospective studies and more granular data are needed to understand the impact of early treatment and timing of transfer for patients with hemorrhagic stroke.
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Affiliation(s)
- Regina Royan
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI; Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI.
| | | | - Brian Stamm
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI; Department of Neurology, University of Michigan, Ann Arbor, MI; Lt. Col. Charles S. Kettles VA Medical Center, Ann Arbor, MI
| | | | - Kevin N Sheth
- Department of Neurology & Neurosurgery, Center for Brain & Mind Health, Yale, New Haven, CT
| | - Peter Pruitt
- Department of Emergency Medicine, Northwestern University, Chicago, IL
| | - Brian C Mac Grory
- Duke Clinical Research Institute, Durham, NC; Department of Neurology, Duke University School of Medicine, Durham, NC
| | - William J Meurer
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI; Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI; Department of Neurology, University of Michigan, Ann Arbor, MI
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11
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Kleinig TJ, Murphy L. 30/60/90 National stroke targets and stroke unit access for all Australians: it's about time. Med J Aust 2024; 221:402-406. [PMID: 39317689 DOI: 10.5694/mja2.52459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 08/23/2024] [Indexed: 09/26/2024]
Affiliation(s)
- Timothy J Kleinig
- Royal Adelaide Hospital, Adelaide, SA
- University of Adelaide, Adelaide, SA
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12
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Ji Z, Ye W, Wen X, Zhao X, Li N. Predicting Intracerebral Hemorrhage Expansion with Inflammation Indices, Non-Contrast Computed Tomography Signs and Computed Tomography Angiography Spot Sign. Neuropsychiatr Dis Treat 2024; 20:1879-1887. [PMID: 39376667 PMCID: PMC11457768 DOI: 10.2147/ndt.s475550] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 09/25/2024] [Indexed: 10/09/2024] Open
Abstract
Aim We aimed to investigate whether a combination of inflammatory and radiological biomarkers can improve intracerebral hemorrhage (ICH) hematoma expansion (HE) prediction. Methods A retrospective analysis was conducted on patients with primary supratentorial ICH within 6 h of symptom onset between September 2021 and April 2022. Predictors were explored using univariate and logistic regression analysis. We compared the discrimination of inflammatory indice-based model 1 with models 2 and 3, which included image biomarkers, using the receiver operating characteristic curve and De Long test for area under the curve comparison. Results A total of 205 eligible participants were included, 56 (27.3%) of whom experienced HE. The neutrophil-to-lymphocyte ratio (NLR), black hole sign, BAT score, and computed tomography angiography (CTA) spot sign were independently associated with HE in the logistic regression (P<0.05). The addition of non-contrast computed tomography (NCCT) signs did not provide significant discrimination improvement (AUC, Model 2 0.875 [95% CI, 0.822-0.929] versus Model 1. 0.811 [95% CI, 0.747-0.875], p=0.089), whereas the added value of the CTA spot sign remained statistically significant (AUC, Model 3 0.922 [95% CI, 0.878-0.966] versus Model 2; p=0.030; Model 3 versus Model 1, p=0.005). Conclusion The combination of inflammatory and radiological biomarkers can predict HE with a satisfactory performance.
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Affiliation(s)
- Zeqiang Ji
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People’s Republic of China
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Wanxing Ye
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Xinyu Wen
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People’s Republic of China
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, People’s Republic of China
| | - Xingquan Zhao
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People’s Republic of China
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, People’s Republic of China
- Research Unit of Artificial Intelligence in Cerebrovascular Disease, Chinese Academy of Medical Sciences, Beijing, People’s Republic of China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, People’s Republic of China
| | - Na Li
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People’s Republic of China
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, People’s Republic of China
- Research Unit of Artificial Intelligence in Cerebrovascular Disease, Chinese Academy of Medical Sciences, Beijing, People’s Republic of China
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13
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Levy JH, Shaw JR, Castellucci LA, Connors JM, Douketis J, Lindhoff-Last E, Rocca B, Samama CM, Siegal D, Weitz JI. Reversal of direct oral anticoagulants: guidance from the SSC of the ISTH. J Thromb Haemost 2024; 22:2889-2899. [PMID: 39029742 DOI: 10.1016/j.jtha.2024.07.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 07/04/2024] [Accepted: 07/08/2024] [Indexed: 07/21/2024]
Abstract
The currently approved direct oral anticoagulants (DOACs) are increasingly used in clinical practice. Although serious bleeding risks are lower with DOACs than with vitamin K antagonists, bleeding remains the most frequent side effect. Andexanet alfa and idarucizumab are the currently approved specific reversal agents for oral factor (F)Xa inhibitors and dabigatran, respectively. Our prior guidance document was published in 2016, but with more information available on the utility and increased use of these reversal agents and other bleeding management strategies, we have updated this International Society on Thrombosis and Haemostasis guidance document on DOAC reversal. In this narrative review, we compare the mechanism of action of specific and nonspecific reversal agents, review the clinical data supporting their use, and provide guidance on when reversal is indicated. In addition, we briefly discuss the reversal of oral FXIa inhibitors, a new class of DOACs currently under clinical development.
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Affiliation(s)
- Jerrold H Levy
- Department of Anesthesiology, Critical Care, and Surgery, Duke University School of Medicine, Durham, North Carolina, USA.
| | - Joseph R Shaw
- Department of Medicine, Division of Hematology, University of Ottawa, Ottawa, Ontario, Canada
| | - Lana A Castellucci
- Department of Medicine, Ottawa Hospital Research Institute at the University of Ottawa, Ottawa, Ontario, Canada
| | - Jean M Connors
- Hematology Division Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - James Douketis
- Department of Medicine, Thrombosis and Atherosclerosis Research Institute, McMaster University, Hamilton, Ontario, Canada
| | - Edelgard Lindhoff-Last
- Department of Vascular Medicine and Hemostaseology, Coagulation Research Centre Bethanien Hospital, Frankfurt, Germany
| | - Bianca Rocca
- Department of Safety and Bioethics-Section of Pharmacology, Catholic University School of Medicine, Rome, Italy; NeuroFarBa Department, University of Florence, Florence, Italy
| | - Charles Marc Samama
- Department of Anaesthesia, Intensive Care and Perioperative Medicine, Groupement Hospitalier Universitaire Assistance Publique - Hôpitaux de Paris Centre, Université Paris Cité, Paris, France
| | - Deborah Siegal
- Department of Medicine, Ottawa Hospital Research Institute at the University of Ottawa, Ottawa, Ontario, Canada
| | - Jeffrey I Weitz
- Departments of Medicine and Biochemistry and Biomedical Sciences, McMaster University and the Thrombosis and Atherosclerosis Research Institute, Hamilton, Ontario, Canada
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Dangayach NS, Morozov M, Cossentino I, Liang J, Chada D, Bageac D, Salgado L, Malekebu W, Kellner C, Bederson J. A Narrative Review of Interhospital Transfers for Intracerebral Hemorrhage. World Neurosurg 2024; 190:1-9. [PMID: 38830508 DOI: 10.1016/j.wneu.2024.05.171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 05/27/2024] [Indexed: 06/05/2024]
Abstract
Of the 750,000 strokes in the United States every year, 15% patients suffer from hemorrhagic stroke. Intracerebral hemorrhage (ICH) is a subtype of hemorrhagic stroke. Despite advances in acute management, patients with hemorrhagic stroke continue to suffer from high mortality and survivors suffer from multidomain impairments in the physical, cognitive, and mental health domains which could last for months to years from their index stroke. Long-term prognosis after ICH is critically dependent on the quality and efficacy of care a patient receives during the acute phase of care. With ongoing care consolidation in stroke systems of care, the number of ICH patients who need to undergo interhospital transfers (IHTs) is increasing. However, the associations between IHT and ICH outcomes have not been well described in literature. In this review, we describe the epidemiology of IHT for ICH, the relationship between IHT and ICH patient outcomes, and proposed improvements to the IHT process to ensure better long-term patient outcomes. Our review indicates that evidence regarding the safety and benefit of IHT for ICH patients is conflicting, with some studies reporting poorer outcomes for transferred patients compared to direct admissions via emergency rooms and other studies showing no effect on outcomes. The American Heart Association guidelines for ICH provide recommendations for timely blood pressure control and anticoagulation reversal to improve patient outcomes. The American Heart Association stroke systems of care guidelines provide recommendations for transfer agreements and but do not provide details on how patients should be managed while undergoing IHT. Large, prospective, and multicenter studies comparing outcomes of IHT patients to direct admissions are necessary to provide more definitive guidance to optimize IHT protocols and aid clinical decision-making.
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Affiliation(s)
- Neha S Dangayach
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
| | - Masha Morozov
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Ian Cossentino
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - John Liang
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Deeksha Chada
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Devin Bageac
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Laura Salgado
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Wheatonia Malekebu
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Christopher Kellner
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Joshua Bederson
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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15
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Ali A, Ayub UT, Gharaibeh K, Rao R, Akhtar N, Jumaa M, Shuaib A. A comprehensive comparison of machine learning models for ICH prognostication: Retrospective review of 1501 intra-cerebral hemorrhage patients from the Qatar stroke database. Neurosurg Rev 2024; 47:674. [PMID: 39316160 DOI: 10.1007/s10143-024-02877-0] [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: 08/13/2024] [Revised: 08/30/2024] [Accepted: 09/11/2024] [Indexed: 09/25/2024]
Abstract
Multiple prognostic scores have been developed to predict morbidity and mortality in patients with spontaneous intracerebral hemorrhage(sICH). Since the advent of machine learning(ML), different ML models have also been developed for sICH prognostication. There is however a need to verify the validity of these ML models in diverse patient populations. We aim to create machine learning models for prognostication purposes in the Qatari population. By incorporating inpatient variables into model development, we aim to leverage more information. 1501 consecutive patients with acute sICH admitted to Hamad General Hospital(HGH) between 2013 and 2023 were included. We trained, evaluated, and compared several ML models to predict 90-day mortality and functional outcomes. For our dataset, we randomly selected 80% patients for model training and 20% for validation and used k-fold cross validation to train our models. The ML workflow included imbalanced class correction and dimensionality reduction in order to evaluate the effect of each. Evaluation metrics such as sensitivity, specificity, F-1 score were calculated for each prognostic model. Mean age was 50.8(SD 13.1) years and 1257(83.7%) were male. Median ICH volume was 7.5 ml(IQR 12.6). 222(14.8%) died while 897(59.7%) achieved good functional outcome at 90 days. For 90-day mortality, random forest(RF) achieved highest AUC(0.906) whereas for 90-day functional outcomes, logistic regression(LR) achieved highest AUC(0.888). Ensembling provided similar results to the best performing models, namely RF and LR, obtaining an AUC of 0.904 for mortality and 0.883 for functional outcomes. Random Forest achieved the highest AUC for 90-day mortality, and LR achieved the highest AUC for 90-day functional outcomes. Comparing ML models, there is minimal difference between their performance. By creating an ensemble of our best performing individual models we maintained maximum accuracy and decreased variance of functional outcome and mortality prediction when compared with individual models.
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Affiliation(s)
- Aizaz Ali
- Department of Neurology, University of Toledo Medical Center, 3000 Arlington Avenue, Toledo, OH, 43614, USA.
| | - Umar T Ayub
- Senior Machine Learning Engineer, Kohls Technology, Glendale, CA, USA
| | - Khaled Gharaibeh
- Department of Neurology, University of Toledo Medical Center, 3000 Arlington Avenue, Toledo, OH, 43614, USA
| | - Rahul Rao
- Department of Neurology, University of Toledo Medical Center, 3000 Arlington Avenue, Toledo, OH, 43614, USA
| | - Naveed Akhtar
- Department of Neurology, Hamad Medical Corporation, Doha, Qatar
| | - Mouhammad Jumaa
- Department of Neurology, University of Toledo Medical Center, 3000 Arlington Avenue, Toledo, OH, 43614, USA
| | - Ashfaq Shuaib
- Department of Neurology, University of Alberta, Edmonton, Canada
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16
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Yakhkind A, Yu W, Li Q, Goldstein JN, Mayer SA. Code-ICH: A New Paradigm for Emergency Intervention. Curr Neurol Neurosci Rep 2024; 24:365-371. [PMID: 39088163 DOI: 10.1007/s11910-024-01364-9] [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] [Accepted: 07/07/2024] [Indexed: 08/02/2024]
Abstract
PURPOSE OF REVIEW Intracerebral hemorrhage (ICH) is the most devastating type of stroke, causing widespread disability and mortality. Unfortunately, the acute care of ICH has lagged behind that of ischemic stroke. There is an increasing body of evidence supporting the importance of early interventions including aggressive control of blood pressure and reversal of anticoagulation in the initial minutes to hours of presentation. This review highlights scientific evidence behind a new paradigm to care for these patients called Code-ICH. RECENT FINDINGS While numerous trials aimed at decreasing hematoma expansion through single interventions had failed to show statistically significant effects on primary outcomes, time-sensitive, multifaceted, bundled care approaches have recently shown substantial promise in improving functional outcomes in patients with ICH. The concept of Code-ICH can serve as a structural platform for the practice of acute care neurology to continuously measure its performance, reflect on best practices, advance care, and address disparities.
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Affiliation(s)
- Aleksandra Yakhkind
- Department of Neurology and Neurosurgery, Tufts University School of Medicine, Boston, MA, USA.
| | - Wenzheng Yu
- Department of Neurology, Tufts University School of Medicine, Boston, MA, USA
| | - Qi Li
- Department of Neurology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Stephan A Mayer
- Department of Neurology, New York Medical College, Valhalla, NY, USA
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17
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Pensato U, Tanaka K, Horn M, Teleg E, Al Sultan AS, Kasickova L, Ohara T, Ojha P, Marzoughi S, Banerjee A, Kulkarni G, Dowlatshahi D, Goyal M, Menon BK, Demchuk AM. Co-localization of NCCT hypodensity and CTA spot sign predicts substantial intracerebral hematoma expansion: The Black-&-White sign. Eur Stroke J 2024:23969873241271745. [PMID: 39150218 PMCID: PMC11569561 DOI: 10.1177/23969873241271745] [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: 06/04/2024] [Accepted: 06/30/2024] [Indexed: 08/17/2024] Open
Abstract
BACKGROUND Existing radiological markers of hematoma expansion (HE) show modest predictive accuracy. We aim to investigate a novel radiological marker that co-localizes findings from non-contrast CT (NCCT) and CT angiography (CTA) to predict HE. METHODS Consecutive acute intracerebral hemorrhage patients admitted at Foothills Medical Centre in Calgary, Canada, were included. The Black-&-White sign was defined as any visually identified spot sign on CTA co-localized with a hypodensity sign on the corresponding NCCT. The primary outcome was hematoma expansion (⩾6 mL or ⩾33%). Secondary outcomes included absolute (<3, 3-6, 6-12, ⩾12 mL) and relative (0%, <25%, 25%-50%, 50%-75%, or >75%) hematoma growth scales. RESULTS Two-hundred patients were included, with 50 (25%) experiencing HE. Forty-four (22%) showed the spot sign, 69 (34.5%) the hypodensity sign, and 14 (7%) co-localized both as the Black-&-White sign. Those with the Black-&-White sign had higher proportions of HE (100% vs 19.4%, p < 0.001), greater absolute hematoma growth (23.37 mL (IQR = 15.41-30.27) vs 0 mL (IQR = 0-2.39), p < 0.001) and relative hematoma growth (120% (IQR = 49-192) vs 0% (0-15%), p < 0.001). The Black-&-White sign had a specificity of 100% (95%CI = 97.6%-100%), a positive predictive value of 100% (95%CI = 76.8%-100%), and an overall accuracy of 82% (95%CI = 76%-87.1%). Among the 14 patients with the Black-&-White sign, 13 showed an absolute hematoma growth ⩾12 mL, and 10 experienced a HE exceeding 75% of the initial volume. The inter-rater agreement was excellent (kappa coefficient = 0.84). CONCLUSION The Black-&-White sign is a robust predictor of hematoma expansion occurrence and severity, yet further validation is needed to confirm these compelling findings.
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Affiliation(s)
- Umberto Pensato
- IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Koji Tanaka
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - MacKenzie Horn
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Ericka Teleg
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Abdulaziz Sulaiman Al Sultan
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Linda Kasickova
- Department of Neurology, University Ostrava, Ostrava, Czech Republic
| | - Tomoyuki Ohara
- Department of Neurology, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Piyush Ojha
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Sina Marzoughi
- Department of Medicine, Division of Neurology, University of British Columbia, Vancouver, BC, Canada
| | - Ankur Banerjee
- Department of Medicine, Division of Neurology, University of Alberta, Edmonton, AB, Canada
| | - Girish Kulkarni
- Department of Neurology, National Institute of Mental Health and Neurosciences, Bengaluru, India
| | - Dar Dowlatshahi
- Department of Medicine, Division of Neurology, University of Ottawa, Ottawa, ON, Canada
| | - Mayank Goyal
- Department of Radiology, University of Calgary, Calgary, AB, Canada
| | - Bijoy K. Menon
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
| | - Andrew M. Demchuk
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
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18
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Wang D, Zhang J, Dong H, Huang C, Zhang Q, Ma Y, Zhao H, Li S, Deng J, Dong Q, Xiao J, Zhou J, Huang X. Enhancing Outcome Prediction in Intracerebral Hemorrhage Through Deep Learning: A Retrospective Multicenter Study. Acad Radiol 2024:S1076-6332(24)00460-4. [PMID: 39095262 DOI: 10.1016/j.acra.2024.07.025] [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: 05/04/2024] [Revised: 07/02/2024] [Accepted: 07/15/2024] [Indexed: 08/04/2024]
Abstract
RATIONALE AND OBJECTIVES This study aimed to employ deep learning techniques to analyze and validate an automatic prognostic biomarker for predicting outcomes following intracerebral hemorrhage (ICH). MATERIALS AND METHODS This study included patients with ICH whose onset-to-imaging time (OIT) was less than 6 h. Patients were randomly divided into training and test sets at a 7:3 ratio. Using the Resnet50 deep learning method, we extracted features from the hematoma and perihematomal edema (PHE) areas and constructed a 90-day prognosis prediction model using logistic regression. To evaluate predictive efficacy and clinical significance, we employed logistic regression to train three models: Clinical, Deep Score, and the combined Clinical-Deep Learning (Merge). RESULTS Our study comprised 1098 patients (652 male, 446 female), with a mean Glasgow Coma Scale (GCS) score of 10. Univariate and multivariate analyses identified age, intraventricular hemorrhage (IVH), hematoma and PHE volume, and admission GCS score as independent prognostic factors. Additionally, 15 deep learning features were retained through LASSO regression. In the training set, the AUC values for the three models were as follows: Clinical model (0.88), Deep Score (0.91), and Merge model (0.94). In the test set, the Merge model exhibited a significantly higher AUC value than the other models. Calibration curves revealed satisfactory calibration of the Merge model nomogram in both training and test sets. CONCLUSION Our Merge model nomogram is an objective and effective prognostic tool, offering personalized risk assessments for 90-day functional outcomes in patients with ICH.
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Affiliation(s)
- Dan Wang
- Department of Radiology, The Fifth Affiliated Hospital of Zunyi Medical University, Zhuhai 519100, China
| | - Jing Zhang
- Department of Radiology, The Fifth Affiliated Hospital of Zunyi Medical University, Zhuhai 519100, China
| | - Hao Dong
- Department of Research Collaboration, R&D center, Beiiing Deepwise & League of PHD Technology Co., Ltd, Beijing 10080, China; Data Center, Yixing People's Hospital, Yixing 214200, China
| | - Chencui Huang
- Department of Research Collaboration, R&D center, Beiiing Deepwise & League of PHD Technology Co., Ltd, Beijing 10080, China
| | - Qiaoying Zhang
- Department of Radiology, Xi'an Central Hospital, Xi An 710000, China
| | - Yaqiong Ma
- Department of Radiology, Gansu Provincial Hospital, Lanzhou 730030, China
| | - Hui Zhao
- Department of Radiology, Bao Ji High-Tech Hospital, BaoJi 721000, China
| | - Shenglin Li
- Second Clinical School, Lanzhou University, Lanzhou 730030, China
| | - Juan Deng
- Second Clinical School, Lanzhou University, Lanzhou 730030, China
| | - Qiang Dong
- Department of Neurosurgery, Lanzhou University Second Hospital, Lanzhou 730030, China
| | - Jinhong Xiao
- Department of Neurosurgery, The Fifth Affiliated Hospital of Zunyi Medical University, Zhuhai 519100, China
| | - Junlin Zhou
- Department of Radiology, Lanzhou University Second Hospital, Lanzhou 730030, China
| | - Xiaoyu Huang
- Department of Radiology, The Fifth Affiliated Hospital of Zunyi Medical University, Zhuhai 519100, China.
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19
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Mutimer CA, Yassi N, Wu TY. Blood Pressure Management in Intracerebral Haemorrhage: when, how much, and for how long? Curr Neurol Neurosci Rep 2024; 24:181-189. [PMID: 38780706 PMCID: PMC11199276 DOI: 10.1007/s11910-024-01341-2] [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] [Accepted: 05/08/2024] [Indexed: 05/25/2024]
Abstract
PURPOSE OF REVIEW When compared to ischaemic stroke, there have been limited advances in acute management of intracerebral haemorrhage. Blood pressure control in the acute period is an intervention commonly implemented and recommended in guidelines, as elevated systolic blood pressure is common and associated with haematoma expansion, poor functional outcomes, and mortality. This review addresses the uncertainty around the optimal blood pressure intervention, specifically timing and length of intervention, intensity of blood pressure reduction and agent used. RECENT FINDINGS Recent pivotal trials have shown that acute blood pressure intervention, to a systolic target of 140mmHg, does appear to be beneficial in ICH, particularly when bundled with other therapies such as neurosurgery in selected cases, access to critical care units, blood glucose control, temperature management and reversal of coagulopathy. Systolic blood pressure should be lowered acutely in intracerebral haemorrhage to a target of approximately 140mmHg, and that this intervention is generally safe in the ICH population.
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Affiliation(s)
- Chloe A Mutimer
- Department of Medicine and Neurology, Melbourne Brain Centre at The Royal Melbourne Hospital, University of Melbourne, Parkville, 3050, Australia.
| | - Nawaf Yassi
- Department of Medicine and Neurology, Melbourne Brain Centre at The Royal Melbourne Hospital, University of Melbourne, Parkville, 3050, Australia
- Population Health and Immunity Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, 3052, Australia
| | - Teddy Y Wu
- Department of Neurology, Christchurch Hospital, Christchurch, New Zealand
- Department of Medicine, University of Otago, Christchurch, New Zealand
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20
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Hilkens NA, Casolla B, Leung TW, de Leeuw FE. Stroke. Lancet 2024; 403:2820-2836. [PMID: 38759664 DOI: 10.1016/s0140-6736(24)00642-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 03/19/2024] [Accepted: 03/26/2024] [Indexed: 05/19/2024]
Abstract
Stroke affects up to one in five people during their lifetime in some high-income countries, and up to almost one in two in low-income countries. Globally, it is the second leading cause of death. Clinically, the disease is characterised by sudden neurological deficits. Vascular aetiologies contribute to the most common causes of ischaemic stroke, including large artery disease, cardioembolism, and small vessel disease. Small vessel disease is also the most frequent cause of intracerebral haemorrhage, followed by macrovascular causes. For acute ischaemic stroke, multimodal CT or MRI reveal infarct core, ischaemic penumbra, and site of vascular occlusion. For intracerebral haemorrhage, neuroimaging identifies early radiological markers of haematoma expansion and probable underlying cause. For intravenous thrombolysis in ischaemic stroke, tenecteplase is now a safe and effective alternative to alteplase. In patients with strokes caused by large vessel occlusion, the indications for endovascular thrombectomy have been extended to include larger core infarcts and basilar artery occlusion, and the treatment time window has increased to up to 24 h from stroke onset. Regarding intracerebral haemorrhage, prompt delivery of bundled care consisting of immediate anticoagulation reversal, simultaneous blood pressure lowering, and prespecified stroke unit protocols can improve clinical outcomes. Guided by underlying stroke mechanisms, secondary prevention encompasses pharmacological, vascular, or endovascular interventions and lifestyle modifications.
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Affiliation(s)
- Nina A Hilkens
- Department of Neurology, Radboud University Nijmegen Medical Center, Nijmegen, Netherlands; Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands
| | - Barbara Casolla
- Université Nice Cote d'Azur UR2CA-URRIS, Stroke Unit, CHU Pasteur 2, Nice, France
| | - Thomas W Leung
- Division of Neurology, Department of Medicine and Therapeutics, The Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong Special Administrative Region, China
| | - Frank-Erik de Leeuw
- Department of Neurology, Radboud University Nijmegen Medical Center, Nijmegen, Netherlands; Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands.
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21
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Seiffge DJ, Anderson CS. Treatment for intracerebral hemorrhage: Dawn of a new era. Int J Stroke 2024; 19:482-489. [PMID: 38803115 DOI: 10.1177/17474930241250259] [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: 05/29/2024]
Abstract
Intracerebral hemorrhage (ICH) is a devastating disease, causing high rates of death, disability, and suffering across the world. For decades, its treatment has been shrouded by the lack of reliable evidence, and consequently, the presumption that an effective treatment is unlikely to be found. Neutral results arising from several major randomized controlled trials had established a negative spirit within and outside the stroke community. Frustration among researchers and a sense of nihilism in clinicians has created the general perception that patients presenting with ICH have a poor prognosis irrespective of them receiving any form of active management. All this changed in 2023 with the positive results on the primary outcome in randomized controlled trials showing treatment benefits for a hyperacute care bundle approach (INTERACT3), early minimal invasive hematoma evacuation (ENRICH), and use of factor Xa-inhibitor anticoagulation reversal with andexanet alfa (ANNEXa-I). These advances have now been extended in 2024 by confirmation that intensive blood pressure lowering initiated within the first few hours of the onset of symptoms can substantially improve outcome in ICH (INTERACT4) and that decompressive hemicraniectomy is a viable treatment strategy in patients with large deep ICH (SWITCH). This evidence will spearhead a change in the perception of ICH, to revolutionize the care of these patients to ultimately improve their outcomes. We review these and other recent developments in the hyperacute management of ICH. We summarize the results of randomized controlled trials and discuss related original research papers published in this issue of the International Journal of Stroke. These exciting advances demonstrate how we are now at the dawn of a new, exciting, and brighter era of ICH management.
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Affiliation(s)
- David J Seiffge
- Department of Neurology, Inselspital University Hospital and University of Bern, Bern, Switzerland
| | - Craig S Anderson
- The George Institute for Global Health, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
- Institute for Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai, China
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22
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Penckofer M, Kazmi KS, Thon J, Tonetti DA, Ries C, Rajagopalan S. Neuro-imaging in intracerebral hemorrhage: updates and knowledge gaps. Front Neurosci 2024; 18:1408288. [PMID: 38784090 PMCID: PMC11111865 DOI: 10.3389/fnins.2024.1408288] [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: 03/28/2024] [Accepted: 04/22/2024] [Indexed: 05/25/2024] Open
Abstract
Intracerebral hemorrhage (ICH) is characterized by hematoma development within the brain's parenchyma, contributing significantly to the burden of stroke. While non-contrast head computed tomography (CT) remains the gold standard for initial diagnosis, this review underscores the pivotal role of magnetic resonance imaging (MRI) in ICH management. Beyond diagnosis, MRI offers invaluable insights into ICH etiology, prognosis, and treatment. Utilizing echo-planar gradient-echo or susceptibility-weighted sequences, MRI demonstrates exceptional sensitivity and specificity in identifying ICH, aiding in differentiation of primary and secondary causes. Moreover, MRI facilitates assessment of hemorrhage age, recognition of secondary lesions, and evaluation of perihematomal edema progression, thus guiding tailored therapeutic strategies. This comprehensive review discusses the multifaceted utility of MRI in ICH management, highlighting its indispensable role in enhancing diagnostic accuracy as well as aiding in prognostication. As MRI continues to evolve as a cornerstone of ICH assessment, future research should explore its nuanced applications in personalized care paradigms.
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Affiliation(s)
- Mary Penckofer
- Cooper Medical School of Rowan University, Camden, NJ, United States
| | - Khuram S. Kazmi
- Cooper Medical School of Rowan University, Camden, NJ, United States
- Department of Neuroradiology, Cooper University Health Care, Camden, NJ, United States
| | - Jesse Thon
- Cooper Medical School of Rowan University, Camden, NJ, United States
- Department of Neurology, Cooper University Health Care, Camden, NJ, United States
| | - Daniel A. Tonetti
- Cooper Medical School of Rowan University, Camden, NJ, United States
- Department of Neurosurgery, Cooper University Health Care, Camden, NJ, United States
| | - Casey Ries
- Department of Radiology, Cooper University Health Care, Camden, NJ, United States
| | - Swarna Rajagopalan
- Cooper Medical School of Rowan University, Camden, NJ, United States
- Department of Neurology, Cooper University Health Care, Camden, NJ, United States
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23
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Zaman S, Dierksen F, Knapp A, Haider SP, Abou Karam G, Qureshi AI, Falcone GJ, Sheth KN, Payabvash S. Radiomic Features of Acute Cerebral Hemorrhage on Non-Contrast CT Associated with Patient Survival. Diagnostics (Basel) 2024; 14:944. [PMID: 38732358 PMCID: PMC11083693 DOI: 10.3390/diagnostics14090944] [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: 03/27/2024] [Revised: 04/23/2024] [Accepted: 04/26/2024] [Indexed: 05/13/2024] Open
Abstract
The mortality rate of acute intracerebral hemorrhage (ICH) can reach up to 40%. Although the radiomics of ICH have been linked to hematoma expansion and outcomes, no research to date has explored their correlation with mortality. In this study, we determined the admission non-contrast head CT radiomic correlates of survival in supratentorial ICH, using the Antihypertensive Treatment of Acute Cerebral Hemorrhage II (ATACH-II) trial dataset. We extracted 107 original radiomic features from n = 871 admission non-contrast head CT scans. The Cox Proportional Hazards model, Kaplan-Meier Analysis, and logistic regression were used to analyze survival. In our analysis, the "first-order energy" radiomics feature, a metric that quantifies the sum of squared voxel intensities within a region of interest in medical images, emerged as an independent predictor of higher mortality risk (Hazard Ratio of 1.64, p < 0.0001), alongside age, National Institutes of Health Stroke Scale (NIHSS), and baseline International Normalized Ratio (INR). Using a Receiver Operating Characteristic (ROC) analysis, "the first-order energy" was a predictor of mortality at 1-week, 1-month, and 3-month post-ICH (all p < 0.0001), with Area Under the Curves (AUC) of >0.67. Our findings highlight the potential role of admission CT radiomics in predicting ICH survival, specifically, a higher "first-order energy" or very bright hematomas are associated with worse survival outcomes.
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Affiliation(s)
- Saif Zaman
- Department of Internal Medicine, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Fiona Dierksen
- Department of Radiology, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Avery Knapp
- Independent Researcher, Guaynabo, PR 00934, USA
| | - Stefan P. Haider
- Department of Radiology, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Gaby Abou Karam
- Department of Radiology, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Adnan I. Qureshi
- Department of Neurology, Zeenat Qureshi Stroke Institute, University of Missouri, Columbia, MO 65211, USA
| | - Guido J. Falcone
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06510, USA (K.N.S.)
| | - Kevin N. Sheth
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06510, USA (K.N.S.)
| | - Seyedmehdi Payabvash
- Department of Radiology, Yale University School of Medicine, New Haven, CT 06510, USA
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24
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Goldin M, Smith K, Koulas I, Leung T, Ravi M, Parhar S, Shah S, Floyd K, Ohanesian L, Bain R, Defonte D, Ochani K, Lin A, Patel B, Tsaftaridis N, Jnani J, Spyropoulos AC. Clinical Pathways and Outcomes of Andexanet Alfa Administration for the Reversal of Critical Bleeding in Patients on Oral Direct Factor Xa Inhibitors. TH OPEN 2024; 8:e209-e215. [PMID: 38741610 PMCID: PMC11090682 DOI: 10.1055/a-2306-0804] [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: 01/16/2024] [Accepted: 04/08/2024] [Indexed: 05/16/2024] Open
Abstract
Background Andexanet is U.S. Food and Drug Administration (FDA) approved for the reversal of critical bleeding from factor Xa inhibitors and off-label for surgical reversal. Data are lacking on andexanet administration processes. Methods We retrospectively studied patients at a 23-hospital system who received andexanet from November 2019 to March 2023. Abstractors coded demographics, comorbidities, anticoagulant use, andexanet indication, and process times. The primary outcome was presentation-to-andexanet time; diagnosis, ordering, and administration times were calculated. Secondary outcomes included in-hospital postandexanet major thromboembolism/bleeding and mortality. Results In total, 141 patients were analyzed. Andexanet indications were predominantly neurologic bleeding (85.8%). Twenty-four patients (17.0%) were transferred from nontertiary/academic centers to tertiary/academic centers. The median presentation-to-administration time was 192.5 minutes (interquartile range [IQR]: 108.0-337.0 minutes). Components were as follows: 72.5 minutes (IQR: 39.0-137.5 minutes) for bleeding diagnosis; 35.5 minutes (IQR: 0-96.5 minutes) for andexanet ordering; and 53.0 minutes (IQR: 38.5-78.5 minutes) for administration, which was longer at tertiary/academic hospitals (ratio 1.5, 95% confidence interval [CI]: 1.2-2.0, p = 0.002). Gastrointestinal or other critical bleeding (ratio 2.59, 95% CI: 1.67-4.02, p < 0.001), and tertiary/academic center treatment (ratio 1.58, 95% CI: 1.15-2.18, p = 0.005), were associated with increased time. Major thromboembolism, bleeding, and mortality occurred in 10.6, 12.0, and 22.9% of patients, respectively. Conclusions In our cohort, the median presentation-to-administration time was over 3 hours. Cumulative times were longer at tertiary/academic hospitals and for gastrointestinal/other bleeding. Postandexanet major thromboembolism/bleeding occurred more at tertiary/academic hospitals, possibly related to transfers. Prospective studies may elucidate clinical decision-making bottlenecks.
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Affiliation(s)
- Mark Goldin
- Institute of Health System Science, Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, United States
- Department of Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, United States
| | - Kolton Smith
- Department of Medicine, Lenox Hill Hospital at Northwell Health, New York, New York, United States
| | - Ioannis Koulas
- Institute of Health System Science, Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, United States
| | - Tungming Leung
- Biostatistics Unit, Office of Academic Affairs, Northwell Health, Hempstead, New York, United States
| | - Mayuri Ravi
- Department of Medicine, North Shore University Hospital, Manhasset, New York, United States
| | - Sanjit Parhar
- Institute of Health System Science, Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, United States
| | - Sejal Shah
- Department of Medicine, Lenox Hill Hospital at Northwell Health, New York, New York, United States
| | - Kayla Floyd
- Department of Medicine, Lenox Hill Hospital at Northwell Health, New York, New York, United States
| | - Lori Ohanesian
- Clinical Pharmacy, Long Island Jewish Medical Center, New Hyde Park, New York, United States
| | - Rachel Bain
- Clinical Pharmacy, Long Island Jewish Valley Stream, Valley Stream, New York, United States
| | - Daniella Defonte
- Clinical Pharmacy, Glen Cove Hospital, Glen Cove, New York, United States
| | - Kanta Ochani
- Institute of Health System Science, Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, United States
| | - Amanda Lin
- Clinical Pharmacy, North Shore University Hospital, Manhasset, New York, United States
| | - Bhumi Patel
- Clinical Pharmacy, Glen Cove Hospital, Glen Cove, New York, United States
| | - Nikolaos Tsaftaridis
- Institute of Health System Science, Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, United States
| | - Jack Jnani
- Department of Medicine, North Shore University Hospital, Manhasset, New York, United States
| | - Alex C. Spyropoulos
- Institute of Health System Science, Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, United States
- Department of Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, United States
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25
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Lv X, Liu X, Hu Z, Deng L, Li Z, Cheng J, Pu M, Li Q. Early blood pressure lowering therapy is associated with good functional outcome in patients with intracerebral hemorrhage. BMC Neurol 2024; 24:63. [PMID: 38355479 PMCID: PMC10865678 DOI: 10.1186/s12883-024-03561-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: 11/16/2023] [Accepted: 02/01/2024] [Indexed: 02/16/2024] Open
Abstract
BACKGROUND The implementation of a care bundle might improve functional outcome for patients with intracerebral hemorrhage (ICH). However, the impact of anti-hypertensive treatment on ICH outcomes remains uncertain. Our objective is to examine whether early blood pressure (BP) lowering therapy within first 12 h is associated with good outcome in ICH patients. METHODS We included acute ICH patients who had baseline computed tomography (CT) scans within 6 h after onset of symptoms between October 2013 and December 2021. Early BP reduction was defined as use of anti-hypertensive agents within 12 h after onset of symptom. The clinical characteristics were compared between patients who received early BP lowering therapy and those without. The associations between early BP lowering and good outcome and functional independence at 3 months were assessed by using multivariable logistic regression analyses. RESULTS A total of 377 patients were finally included in this study for outcome analysis. Of those, 212 patients received early BP reduction within 12 h after ICH. A total of 251 (66.6%) patients had good outcome. After adjustment for age, admission systolic BP, admission GCS score, baseline hematoma volume, hematoma expansion, and presence of intraventricular hemorrhage, early BP lowering therapy was associated with functional independence (adjusted odd ratio:1.72, 95% confidence interval:1.03-2.87; P = 0.039) and good outcome (adjusted odd ratio: 2.02, 95% confidence interval:1.08-3.76; P = 0.027). CONCLUSIONS In ICH patients presenting within 6 h after symptom onset, early BP reduction within first 12 h is associated with good outcome and functional independence when compared to those who do not undergo such early intervention. Implementation of quality measures to ensure early BP reduction is crucial for management of ICH.
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Affiliation(s)
- Xinni Lv
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Xueyun Liu
- Department of Neurology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Zicheng Hu
- Department of Neurology, People's Hospital of Chongqing Hechuan (PHHC), Chongqing, China
| | - Lan Deng
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Zuoqiao Li
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Jing Cheng
- Department of Neurology and Neurosurgery, The Third Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Mingjun Pu
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Qi Li
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
- Department of Neurology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China.
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26
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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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27
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Frol S, Pretnar Oblak J, Šabovič M, van Zwam WH, Ntaios G, Lövblad KO, Gruber A, Kermer P. Specific Reversal Agents for Direct Oral Anticoagulants in Acute Stroke. Clin Appl Thromb Hemost 2024; 30:10760296241279545. [PMID: 39183537 PMCID: PMC11348480 DOI: 10.1177/10760296241279545] [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: 06/17/2024] [Revised: 08/05/2024] [Accepted: 08/14/2024] [Indexed: 08/27/2024] Open
Abstract
Direct oral anticoagulants (DOACs) changed stroke prevention and decreased the risk of ischemic and hemorrhagic complications in patients on oral anticoagulation (OAC) therapy. The numbers of patients prescribed DOACs has increased rapidly. Availability of specific reversal agents opened new avenues in the prevention and management of DOAC complications. An ideal specific reversal agent for a DOAC in acute stroke is an agent which lacks safety concerns and immediately reverses DOAC anticoagulation activity, thereby enabling effective treatment. Reversal of anticoagulant activity is mandatory in patients with acute ischemic stroke (AIS) before performing therapeutic procedures such as intravenous thrombolysis (IVT) and neurosurgery in intracranial hemorrhage (ICH) in order to improve clinical outcomes. In this manuscript we pursue an interdisciplinary approach in discussing advantages and concerns of specific reversal agents in acute stroke DOAC-treated patients in everyday clinical practice.
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Affiliation(s)
- Senta Frol
- Department of Vascular Neurology, University Medical Center Ljubljana, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Janja Pretnar Oblak
- Department of Vascular Neurology, University Medical Center Ljubljana, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Mišo Šabovič
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
- Department of Vascular Disorders, University Medical Center Ljubljana, Ljubljana, Slovenia
| | - Wim H. van Zwam
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands
- CARIM, School for Cardiovascular Diseases, Maastricht University, Maastricht, the Netherlands
| | - George Ntaios
- Department of Internal Medicine, Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece
| | - Karl Olof Lövblad
- Department of neurodiagnostic, University Hospital Geneva, Geneva, Switzerland
| | - Andreas Gruber
- Department of Neurosurgery, Kepler University Hospital Linz, Linz, Austria
- Johannes Kepler University Linz, Linz, Austria
| | - Pawel Kermer
- Department of Neurology, Nordwest-Krankenhaus Sanderbusch, Friesland Kliniken GmbH, Sande, Germany
- University Medical Center Göttingen, Göttingen, Germany
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