51
|
Lam T, Medcalf RL, Cloud GC, Myles PS, Keragala CB. Tranexamic acid for haemostasis and beyond: does dose matter? Thromb J 2023; 21:94. [PMID: 37700271 PMCID: PMC10496216 DOI: 10.1186/s12959-023-00540-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 09/04/2023] [Indexed: 09/14/2023] Open
Abstract
Tranexamic acid (TXA) is a widely used antifibrinolytic agent that has been used since the 1960's to reduce blood loss in various conditions. TXA is a lysine analogue that competes for the lysine binding sites in plasminogen and tissue-type plasminogen activator impairing its interaction with the exposed lysine residues on the fibrin surface. The presence of TXA therefore, impairs the plasminogen and tPA engagement and subsequent plasmin generation on the fibrin surface, protecting fibrin clot from proteolytic degradation. However, critical lysine binding sites for plasmin(ogen) also exist on other proteins and on various cell-surface receptors allowing plasmin to exert potent effects on other targets that are unrelated to classical fibrinolysis, notably in relation to immunity and inflammation. Indeed, TXA was reported to significantly reduce post-surgical infection rates in patients after cardiac surgery unrelated to its haemostatic effects. This has provided an impetus to consider TXA in other indications beyond inhibition of fibrinolysis. While there is extensive literature on the optimal dosage of TXA to reduce bleeding rates and transfusion needs, it remains to be determined if these dosages also apply to blocking the non-canonical effects of plasmin.
Collapse
Affiliation(s)
- Tammy Lam
- Australian Centre for Blood Diseases, Monash AMREP Building, Monash University, Level 1 Walkway, Via The Alfred Centre, 99 Commercial Rd, Melbourne, 3004, Australia
| | - Robert L Medcalf
- Australian Centre for Blood Diseases, Monash AMREP Building, Monash University, Level 1 Walkway, Via The Alfred Centre, 99 Commercial Rd, Melbourne, 3004, Australia
| | - Geoffrey C Cloud
- Department of Clinical Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
| | - Paul S Myles
- Department of Anaesthesiology and Perioperative Medicine, Alfred Hospital, Melbourne VIC, Australia
- Department of Anaesthesiology and Perioperative Medicine, Monash University, Melbourne VIC, Australia
| | - Charithani B Keragala
- Australian Centre for Blood Diseases, Monash AMREP Building, Monash University, Level 1 Walkway, Via The Alfred Centre, 99 Commercial Rd, Melbourne, 3004, Australia.
| |
Collapse
|
52
|
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.
Collapse
Affiliation(s)
| | - Kelli L Crowley
- Department of Pharmacy, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, USA
| | | |
Collapse
|
53
|
Polymeris AA, Karwacki GM, Siepen BM, Schaedelin S, Tsakiris DA, Stippich C, Guzman R, Nickel CH, Sprigg N, Kägi G, Vehoff J, Barinka F, Thilemann S, Maurer M, Wagner B, Traenka C, Gensicke H, De Marchis GM, Bonati LH, Fischer U, Z’Graggen WJ, Nedeltchev K, Wegener S, Baumgartner P, Engelter ST, Seiffge DJ, Peters N, Lyrer PA. Tranexamic Acid for Intracerebral Hemorrhage in Patients on Non-Vitamin K Antagonist Oral Anticoagulants (TICH-NOAC): A Multicenter, Randomized, Placebo-Controlled, Phase 2 Trial. Stroke 2023; 54:2223-2234. [PMID: 37466000 PMCID: PMC10453353 DOI: 10.1161/strokeaha.123.042866] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 06/12/2023] [Accepted: 06/20/2023] [Indexed: 07/20/2023]
Abstract
BACKGROUND Evidence-based hemostatic treatment for intracerebral hemorrhage (ICH) associated with non-vitamin K antagonist oral anticoagulants (NOACs) is lacking. Tranexamic acid (TXA) is an antifibrinolytic drug potentially limiting hematoma expansion. We aimed to assess the efficacy and safety of TXA in NOAC-ICH. METHODS We performed a double-blind, randomized, placebo-controlled trial at 6 Swiss stroke centers. Patients with NOAC-ICH within 12 hours of symptom onset and 48 hours of last NOAC intake were randomized (1:1) to receive either intravenous TXA (1 g over 10 minutes followed by 1 g over 8 hours) or matching placebo in addition to standard medical care via a centralized Web-based procedure with minimization on key prognostic factors. All participants and investigators were masked to treatment allocation. Primary outcome was hematoma expansion, defined as ≥33% relative or ≥6 mL absolute volume increase at 24 hours and analyzed using logistic regression adjusted for baseline hematoma volume on an intention-to-treat basis. RESULTS Between December 12, 2016, and September 30, 2021, we randomized 63 patients (median age, 82 years [interquartile range, 76-86]; 40% women; median hematoma volume, 11.5 [4.8-27.4] mL) of the 109 intended sample size before premature trial discontinuation due to exhausted funding. The primary outcome did not differ between TXA (n=32) and placebo (n=31) arms (12 [38%] versus 14 [45%]; adjusted odds ratio, 0.63 [95% CI, 0.22-1.82]; P=0.40). There was a signal for interaction with onset-to-treatment time (Pinteraction=0.024), favoring TXA when administered within 6 hours of symptom onset. Between the TXA and placebo arms, the proportion of participants who died (15 [47%] versus 13 [42%]; adjusted odds ratio, 1.07 [0.37-3.04]; P=0.91) or had major thromboembolic complications within 90 days (4 [13%] versus 2 [6%]; odds ratio, 1.86 [0.37-9.50]; P=0.45) did not differ. All thromboembolic events occurred at least 2 weeks after study treatment, exclusively in participants not restarted on oral anticoagulation. CONCLUSIONS In a smaller-than-intended NOAC-ICH patient sample, we found no evidence that TXA prevents hematoma expansion, but there were no major safety concerns. Larger trials on hemostatic treatments targeting an early treatment window are needed for NOAC-ICH. REGISTRATION URL: https://clinicaltrials.gov; Unique identifier: NCT02866838.
Collapse
Affiliation(s)
- Alexandros A. Polymeris
- Department of Neurology and Stroke Center (A.A.P., S.T., M.M., B.W., C.T., H.G., G.M.D.M., L.H.B., U.F., S.T.E., D.J.S., N.P., P.A.L.), University Hospital Basel and University of Basel, Switzerland
| | - Grzegorz M. Karwacki
- Department of Radiology and Nuclear Medicine, Luzerner Kantonsspital, Switzerland (G.M.K.)
| | - Bernhard M. Siepen
- Department of Neurology, Inselspital, University Hospital and University of Bern, Switzerland (B.M.S., G.K., U.F., W.J.Z., D.J.S.)
- Graduate School of Health Sciences, University of Bern, Switzerland (B.M.S.)
| | - Sabine Schaedelin
- Department of Clinical Research (S.S.), University Hospital Basel and University of Basel, Switzerland
| | | | - Christoph Stippich
- Department of Neuroradiology and Radiology, Kliniken Schmieder, Allensbach, Germany (C.S.)
| | - Raphael Guzman
- Department of Neurosurgery (R.G.), University Hospital Basel and University of Basel, Switzerland
| | - Christian H. Nickel
- Department of Emergency Medicine (C.H.N.), University Hospital Basel and University of Basel, Switzerland
| | - Nikola Sprigg
- Nottingham Stroke Trials Unit, University of Nottingham, United Kingdom (N.S.)
- Stroke Center, Klinik Hirslanden Zurich, Switzerland (F.B., N.P.)
| | - Georg Kägi
- Department of Neurology, Inselspital, University Hospital and University of Bern, Switzerland (B.M.S., G.K., U.F., W.J.Z., D.J.S.)
- Department of Neurology and Stroke Center, Cantonal Hospital St. Gallen, Switzerland (G.K., J.V.)
| | - Jochen Vehoff
- Department of Neurology and Stroke Center, Cantonal Hospital St. Gallen, Switzerland (G.K., J.V.)
| | - Filip Barinka
- Stroke Center, Klinik Hirslanden Zurich, Switzerland (F.B., N.P.)
| | - Sebastian Thilemann
- Department of Neurology and Stroke Center (A.A.P., S.T., M.M., B.W., C.T., H.G., G.M.D.M., L.H.B., U.F., S.T.E., D.J.S., N.P., P.A.L.), University Hospital Basel and University of Basel, Switzerland
| | - Marina Maurer
- Department of Neurology and Stroke Center (A.A.P., S.T., M.M., B.W., C.T., H.G., G.M.D.M., L.H.B., U.F., S.T.E., D.J.S., N.P., P.A.L.), University Hospital Basel and University of Basel, Switzerland
| | - Benjamin Wagner
- Department of Neurology and Stroke Center (A.A.P., S.T., M.M., B.W., C.T., H.G., G.M.D.M., L.H.B., U.F., S.T.E., D.J.S., N.P., P.A.L.), University Hospital Basel and University of Basel, Switzerland
| | - Christopher Traenka
- Department of Neurology and Stroke Center (A.A.P., S.T., M.M., B.W., C.T., H.G., G.M.D.M., L.H.B., U.F., S.T.E., D.J.S., N.P., P.A.L.), University Hospital Basel and University of Basel, Switzerland
- Neurology and Neurorehabilitation, University Department of Geriatric Medicine Felix Platter, University of Basel, Switzerland (C.T., H.G., S.T.E., N.P.)
| | - Henrik Gensicke
- Department of Neurology and Stroke Center (A.A.P., S.T., M.M., B.W., C.T., H.G., G.M.D.M., L.H.B., U.F., S.T.E., D.J.S., N.P., P.A.L.), University Hospital Basel and University of Basel, Switzerland
- Neurology and Neurorehabilitation, University Department of Geriatric Medicine Felix Platter, University of Basel, Switzerland (C.T., H.G., S.T.E., N.P.)
| | - Gian Marco De Marchis
- Department of Neurology and Stroke Center (A.A.P., S.T., M.M., B.W., C.T., H.G., G.M.D.M., L.H.B., U.F., S.T.E., D.J.S., N.P., P.A.L.), University Hospital Basel and University of Basel, Switzerland
| | - Leo H. Bonati
- Department of Neurology and Stroke Center (A.A.P., S.T., M.M., B.W., C.T., H.G., G.M.D.M., L.H.B., U.F., S.T.E., D.J.S., N.P., P.A.L.), University Hospital Basel and University of Basel, Switzerland
- Reha Rheinfelden, Switzerland (L.H.B.)
| | - Urs Fischer
- Department of Neurology and Stroke Center (A.A.P., S.T., M.M., B.W., C.T., H.G., G.M.D.M., L.H.B., U.F., S.T.E., D.J.S., N.P., P.A.L.), University Hospital Basel and University of Basel, Switzerland
- Department of Neurology, Inselspital, University Hospital and University of Bern, Switzerland (B.M.S., G.K., U.F., W.J.Z., D.J.S.)
| | - Werner J. Z’Graggen
- Department of Neurology, Inselspital, University Hospital and University of Bern, Switzerland (B.M.S., G.K., U.F., W.J.Z., D.J.S.)
| | - Krassen Nedeltchev
- Department of Neurology and Stroke Center, Cantonal Hospital Aarau, Switzerland (K.N.)
| | - Susanne Wegener
- Department of Neurology, University Hospital and University of Zurich, Switzerland (S.W., P.B.)
| | - Philipp Baumgartner
- Department of Neurology, University Hospital and University of Zurich, Switzerland (S.W., P.B.)
| | - Stefan T. Engelter
- Department of Neurology and Stroke Center (A.A.P., S.T., M.M., B.W., C.T., H.G., G.M.D.M., L.H.B., U.F., S.T.E., D.J.S., N.P., P.A.L.), University Hospital Basel and University of Basel, Switzerland
- Neurology and Neurorehabilitation, University Department of Geriatric Medicine Felix Platter, University of Basel, Switzerland (C.T., H.G., S.T.E., N.P.)
| | - David J. Seiffge
- Department of Neurology and Stroke Center (A.A.P., S.T., M.M., B.W., C.T., H.G., G.M.D.M., L.H.B., U.F., S.T.E., D.J.S., N.P., P.A.L.), University Hospital Basel and University of Basel, Switzerland
- Department of Neurology, Inselspital, University Hospital and University of Bern, Switzerland (B.M.S., G.K., U.F., W.J.Z., D.J.S.)
| | - Nils Peters
- Department of Neurology and Stroke Center (A.A.P., S.T., M.M., B.W., C.T., H.G., G.M.D.M., L.H.B., U.F., S.T.E., D.J.S., N.P., P.A.L.), University Hospital Basel and University of Basel, Switzerland
- Neurology and Neurorehabilitation, University Department of Geriatric Medicine Felix Platter, University of Basel, Switzerland (C.T., H.G., S.T.E., N.P.)
| | - Philippe A. Lyrer
- Department of Neurology and Stroke Center (A.A.P., S.T., M.M., B.W., C.T., H.G., G.M.D.M., L.H.B., U.F., S.T.E., D.J.S., N.P., P.A.L.), University Hospital Basel and University of Basel, Switzerland
| |
Collapse
|
54
|
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: 5.0] [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.
Collapse
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
| |
Collapse
|
55
|
Dong W, Gong F, Zhao Y, Bai H, Yang R. Ferroptosis and mitochondrial dysfunction in acute central nervous system injury. Front Cell Neurosci 2023; 17:1228968. [PMID: 37622048 PMCID: PMC10445767 DOI: 10.3389/fncel.2023.1228968] [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: 05/25/2023] [Accepted: 07/20/2023] [Indexed: 08/26/2023] Open
Abstract
Acute central nervous system injuries (ACNSI), encompassing traumatic brain injury (TBI), non-traumatic brain injury like stroke and encephalomeningitis, as well as spinal cord injuries, are linked to significant rates of disability and mortality globally. Nevertheless, effective and feasible treatment plans are still to be formulated. There are primary and secondary injuries occurred after ACNSI. Most ACNSIs exhibit comparable secondary injuries, which offer numerous potential therapeutic targets for enhancing clinical outcomes. Ferroptosis, a newly discovered form of cell death, is characterized as a lipid peroxidation process that is dependent on iron and oxidative conditions, which is also indispensable to mitochondria. Ferroptosis play a vital role in many neuropathological pathways, and ACNSIs may induce mitochondrial dysfunction, thereby indicating the essentiality of the mitochondrial connection to ferroptosis in ACNSIs. Nevertheless, there remains a lack of clarity regarding the involvement of mitochondria in the occurrence of ferroptosis as a secondary injuries of ACNSIs. In recent studies, anti-ferroptosis agents such as the ferroptosis inhibitor Ferrostain-1 and iron chelation therapy have shown potential in ameliorating the deleterious effects of ferroptosis in cases of traumatic ACNSI. The importance of this evidence is extremely significant in relation to the research and control of ACNSIs. Therefore, our review aims to provide researchers focusing on enhancing the therapeutic outcomes of ACNSIs with valuable insights by summarizing the physiopathological mechanisms of ACNSIs and exploring the correlation between ferroptosis, mitochondrial dysfunction, and ACNSIs.
Collapse
Affiliation(s)
- Wenxue Dong
- Department of Neurosurgery, General Hospital of Southern Theatre Command of PLA, Guangzhou, China
| | - Fanghe Gong
- Department of Neurosurgery, General Hospital of Southern Theatre Command of PLA, Guangzhou, China
| | - Yu Zhao
- School of Medicine, Xizang Minzu University, Xianyang, China
| | - Hongmin Bai
- Department of Neurosurgery, General Hospital of Southern Theatre Command of PLA, Guangzhou, China
| | - Ruixin Yang
- Department of Neurosurgery, General Hospital of Southern Theatre Command of PLA, Guangzhou, China
| |
Collapse
|
56
|
Haupenthal D, Schwab S, Kuramatsu JB. Hematoma expansion in intracerebral hemorrhage - the right target? Neurol Res Pract 2023; 5:36. [PMID: 37496094 PMCID: PMC10373350 DOI: 10.1186/s42466-023-00256-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 05/30/2023] [Indexed: 07/28/2023] Open
Abstract
BACKGROUND The avoidance of hematoma expansion is the most important therapeutic goal during acute care of patients with intracerebral hemorrhage. Hematoma expansion occurs in up to 20-40% of patients and leads to poorer patient outcome in one of the most severe sub-types of stroke. MAIN TEXT At current, randomized controlled trials have failed to provide evidence for interventions that effectively improve functional outcome in patients with intracerebral hemorrhage. Hence, hematoma expansion may serve as important surrogate target that appears causally linked with a poorer prognosis. Therefore, reduction of hematoma expansion rates will eventually translate to improved patient outcome overall. Recent years have shed light on the importance of early and aggressive treatment in order to reduce the risk for hematoma expansion in these patients. Time measures and imaging markers have been identified that may allow patient selection at very high risk for hematoma expansion. CONCLUSIONS Refinements in patient selection may increase chance for randomized trials to show true benefit. Therefore, this current review article will critically evaluate and discuss available evidence associated with hematoma expansion in patients with intracerebral hemorrhage.
Collapse
Affiliation(s)
- David Haupenthal
- Department of Neurology, University Hospital Erlangen, Friedrich-Alexander-University of Erlangen-Nuremberg (FAU), Schwabachanlage 6, 91054, Erlangen, Germany
| | - Stefan Schwab
- Department of Neurology, University Hospital Erlangen, Friedrich-Alexander-University of Erlangen-Nuremberg (FAU), Schwabachanlage 6, 91054, Erlangen, Germany
| | - Joji B Kuramatsu
- Department of Neurology, University Hospital Erlangen, Friedrich-Alexander-University of Erlangen-Nuremberg (FAU), Schwabachanlage 6, 91054, Erlangen, Germany.
| |
Collapse
|
57
|
Sundaresan V, Arthofer C, Zamboni G, Murchison AG, Dineen RA, Rothwell PM, Auer DP, Wang C, Miller KL, Tendler BC, Alfaro-Almagro F, Sotiropoulos SN, Sprigg N, Griffanti L, Jenkinson M. Automated detection of cerebral microbleeds on MR images using knowledge distillation framework. Front Neuroinform 2023; 17:1204186. [PMID: 37492242 PMCID: PMC10363739 DOI: 10.3389/fninf.2023.1204186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 06/19/2023] [Indexed: 07/27/2023] Open
Abstract
Introduction Cerebral microbleeds (CMBs) are associated with white matter damage, and various neurodegenerative and cerebrovascular diseases. CMBs occur as small, circular hypointense lesions on T2*-weighted gradient recalled echo (GRE) and susceptibility-weighted imaging (SWI) images, and hyperintense on quantitative susceptibility mapping (QSM) images due to their paramagnetic nature. Accurate automated detection of CMBs would help to determine quantitative imaging biomarkers (e.g., CMB count) on large datasets. In this work, we propose a fully automated, deep learning-based, 3-step algorithm, using structural and anatomical properties of CMBs from any single input image modality (e.g., GRE/SWI/QSM) for their accurate detections. Methods In our method, the first step consists of an initial candidate detection step that detects CMBs with high sensitivity. In the second step, candidate discrimination step is performed using a knowledge distillation framework, with a multi-tasking teacher network that guides the student network to classify CMB and non-CMB instances in an offline manner. Finally, a morphological clean-up step further reduces false positives using anatomical constraints. We used four datasets consisting of different modalities specified above, acquired using various protocols and with a variety of pathological and demographic characteristics. Results On cross-validation within datasets, our method achieved a cluster-wise true positive rate (TPR) of over 90% with an average of <2 false positives per subject. The knowledge distillation framework improves the cluster-wise TPR of the student model by 15%. Our method is flexible in terms of the input modality and provides comparable cluster-wise TPR and better cluster-wise precision compared to existing state-of-the-art methods. When evaluating across different datasets, our method showed good generalizability with a cluster-wise TPR >80 % with different modalities. The python implementation of the proposed method is openly available.
Collapse
Affiliation(s)
- Vaanathi Sundaresan
- Department of Computational and Data Sciences, Indian Institute of Science, Bengaluru, Karnataka, India
- Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
| | - Christoph Arthofer
- Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
- National Institute for Health and Care Research (NIHR) Nottingham Biomedical Research Centre, Queen's Medical Centre, University of Nottingham, Nottingham, United Kingdom
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, United Kingdom
| | - Giovanna Zamboni
- Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
- Centre for Prevention of Stroke and Dementia, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
- Dipartimento di Scienze Biomediche, Metaboliche e Neuroscienze, Universitá di Modena e Reggio Emilia, Modena, Italy
| | - Andrew G. Murchison
- Department of Neuroradiology, Oxford University Hospitals National Health Service (NHS) Foundation Trust, Oxford, United Kingdom
| | - Robert A. Dineen
- National Institute for Health and Care Research (NIHR) Nottingham Biomedical Research Centre, Queen's Medical Centre, University of Nottingham, Nottingham, United Kingdom
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, United Kingdom
- Radiological Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Peter M. Rothwell
- Centre for Prevention of Stroke and Dementia, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
| | - Dorothee P. Auer
- National Institute for Health and Care Research (NIHR) Nottingham Biomedical Research Centre, Queen's Medical Centre, University of Nottingham, Nottingham, United Kingdom
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, United Kingdom
- Radiological Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Chaoyue Wang
- Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
| | - Karla L. Miller
- Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
| | - Benjamin C. Tendler
- Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
| | - Fidel Alfaro-Almagro
- Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
| | - Stamatios N. Sotiropoulos
- Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
- National Institute for Health and Care Research (NIHR) Nottingham Biomedical Research Centre, Queen's Medical Centre, University of Nottingham, Nottingham, United Kingdom
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, United Kingdom
| | - Nikola Sprigg
- Stroke Trials Unit, Mental Health and Clinical Neuroscience, University of Nottingham, Nottingham, United Kingdom
| | - Ludovica Griffanti
- Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
- Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Human Brain Activity, Department of Psychiatry, University of Oxford, Oxford, United Kingdom
| | - Mark Jenkinson
- Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
- South Australian Health and Medical Research Institute, Adelaide, SA, Australia
- Australian Institute for Machine Learning, School of Computer Science, The University of Adelaide, Adelaide, SA, Australia
| |
Collapse
|
58
|
Song L, Chen X. Trials in intracerebral haemorrhage: a path to success? Lancet Neurol 2023; 22:542-543. [PMID: 37353268 DOI: 10.1016/s1474-4422(23)00201-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 05/12/2023] [Indexed: 06/25/2023]
Affiliation(s)
- Lili Song
- The George Institute for Global Health China, Beijing 100600, China; The George Institute for Global Health, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia.
| | - Xiaoying Chen
- The George Institute for Global Health, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| |
Collapse
|
59
|
Desborough MJR, Al-Shahi Salman R, Stanworth SJ, Havard D, Woodhouse LJ, Craig J, Krishnan K, Brennan PM, Dineen RA, Coats TJ, Hepburn T, Bath PM, Sprigg N. Desmopressin for patients with spontaneous intracerebral haemorrhage taking antiplatelet drugs (DASH): a UK-based, phase 2, randomised, placebo-controlled, multicentre feasibility trial. Lancet Neurol 2023; 22:557-567. [PMID: 37353276 PMCID: PMC10284719 DOI: 10.1016/s1474-4422(23)00157-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 04/13/2023] [Accepted: 04/14/2023] [Indexed: 06/25/2023]
Abstract
BACKGROUND The risk of death from spontaneous intracerebral haemorrhage is increased for people taking antiplatelet drugs. We aimed to assess the feasibility of randomising patients on antiplatelet drug therapy with spontaneous intracerebral haemorrhage to desmopressin or placebo to reduce the antiplatelet drug effect. METHODS DASH was a phase 2, randomised, placebo-controlled, multicentre feasibility trial. Patients were recruited from ten acute stroke centres in the UK and were eligible if they had an intracerebral haemorrhage with stroke symptom onset within 24 h of randomisation, were aged 18 years or older, and were taking an antiplatelet drug. Participants were randomly assigned (1:1) to a single dose of intravenous desmopressin 20 μg or matching placebo. Treatment allocation was concealed from all staff and patients involved in the trial. The primary outcome was feasibility, which was measured as the number of eligible patients randomised and the proportion of eligible patients approached, and analysis was by intention to treat. The trial was prospectively registered with ISRCTN (reference ISRCTN67038373), and it is closed to recruitment. FINDINGS Between April 1, 2019, and March 31, 2022, 1380 potential participants were screened for eligibility. 176 (13%) participants were potentially eligible, of whom 57 (32%) were approached, and 54 (31%) consented and were subsequently recruited and randomly assigned to receive desmopressin (n=27) or placebo (n=27). The main reason for eligible patients not being recruited was the patient arriving out of hours (74 [61%] of 122 participants). The recruitment rate increased after the enrolment period was extended from 12 h to 24 h, but it was then impaired due to the COVID-19 pandemic. Of the 54 participants included in the analysis (mean age 76·4 years [SD 11·3]), most were male (36 [67%]) and White (50 [93%]). 53 (98%) of 54 participants received all of their allocated treatment (one participant assigned desmopressin only received part of the infusion). No participants were lost to follow-up or withdrew from the trial. Death or dependency on others for daily activities at day 90 (modified Rankin Scale score >4) occurred in six (22%) of 27 participants in the desmopressin group and ten (37%) of 27 participants in the placebo group. Serious adverse events occurred in 12 (44%) participants in the desmopressin group and 13 (48%) participants in the placebo group. The most common adverse events were expansion of the haemorrhagic stroke (four [15%] of 27 participants in the desmopressin group and six [22%] of 27 participants in the placebo group) and pneumonia (one [4%] of 27 participants in the desmopressin group and six [22%] of 27 participants in the placebo group). INTERPRETATION Our results show it is feasible to randomise patients with spontaneous intracerebral haemorrhage who are taking antiplatelet drugs to desmopressin or placebo. Our findings support the need for a definitive trial to determine if desmopressin improves outcomes in patients with intracerebral haemorrhage on antiplatelet drug therapy. FUNDING National Institute for Health Research.
Collapse
Affiliation(s)
- Michael J R Desborough
- Department of Clinical Haematology, Oxford University Hospitals NHS Foundation Trust, Oxford, UK; Radcliffe Department of Medicine, University of Oxford, Oxford, UK.
| | | | - Simon J Stanworth
- Department of Clinical Haematology, Oxford University Hospitals NHS Foundation Trust, Oxford, UK; Radcliffe Department of Medicine, University of Oxford, Oxford, UK; Transfusion Medicine, NHS Blood and Transplant, Oxford, UK
| | - Diane Havard
- Stroke Trials Unit, University of Nottingham, Nottingham, UK
| | | | - Jennifer Craig
- Stroke Trials Unit, University of Nottingham, Nottingham, UK
| | - Kailash Krishnan
- Stroke, Medicine Division, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Paul M Brennan
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Robert A Dineen
- Radiological Sciences, University of Nottingham, Nottingham, UK; NIHR Nottingham Biomedical Research Centre, Nottingham, UK
| | - Tim J Coats
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
| | - Trish Hepburn
- Mental Health and Clinical Neurosciences, and Nottingham Clinical Trials Unit, University of Nottingham, Nottingham, UK
| | - Philip M Bath
- Stroke Trials Unit, University of Nottingham, Nottingham, UK; Stroke, Medicine Division, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Nikola Sprigg
- Stroke Trials Unit, University of Nottingham, Nottingham, UK; Stroke, Medicine Division, Nottingham University Hospitals NHS Trust, Nottingham, UK
| |
Collapse
|
60
|
Woodhouse LJ, Appleton JP, Ankolekar S, England TJ, Mair G, Muir K, Price CI, Pocock S, Randall M, Robinson TG, Roffe C, Sandset EC, Saver JL, Siriwardena AN, Sprigg N, Wardlaw JM, Bath PM. Prehospital transdermal glyceryl trinitrate in patients with ultra-acute presumed stroke (RIGHT-2): effects on outcomes at day 365 in a randomised, sham-controlled, blinded, phase III, superiority ambulance-based trial. BMJ Neurol Open 2023; 5:e000424. [PMID: 37564156 PMCID: PMC10410995 DOI: 10.1136/bmjno-2023-000424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 05/11/2023] [Indexed: 08/12/2023] Open
Abstract
Background The Rapid Intervention with Glyceryl Trinitrate in Hypertensive Stroke Trial-2 (RIGHT-2) reported no overall treatment difference between glyceryl trinitrate (GTN) and sham at day 90. Here we assess participants' outcomes 1 year after randomisation. Methods RIGHT-2 was an ambulance-based prospective randomised controlled trial where patients with presumed stroke and systolic blood pressure (BP) of >120 mm Hg received either GTN (5 mg/day) or sham patch. Centralised blinded telephone follow-up was performed at days 90 (primary endpoint) and 365 (secondary endpoint). The lead outcome was dependency assessed with the modified Rankin Scale (mRS). Results 1149 patients were recruited to RIGHT-2 between October 2015 and May 2018, and 1097 (95.5%) had outcome data recorded at day 365. At baseline, the patients were; female (48%), had a mean age of 73 (15) years, BP of 162 (25)/92 (18) mm Hg, onset to randomisation of 70 (45-115) min, diagnosis of ischaemic stroke (52%), intracerebral haemorrhage (ICH) (13%), transient ischaemic attack (TIA) (9%) and mimics (26%). There was no effect of GTN on mRS score at day 365 in participants with confirmed stroke/TIA (adjusted common odds ratio (acOR) 1.10, 95% CI 0.86 to 1.42) or in all patients. In patients randomised to GTN, mRS at day 365 tended to be worse in those with ICH (acOR 1.65, 95% CI 0.84 to 3.25) and better in those with a mimic diagnosis (acOR 0.53, 95% CI 0.33 to 0.84). Conclusion At 1 year post randomisation, dependency did not differ between GTN and sham treatment in either the target population or overall. In prespecified subgroup analyses, GTN was associated with reduced dependency in participants with a final diagnosis of mimic and a non-significant worse outcome in participants with ICH. Trial registration number ISRCTN26986053.
Collapse
Affiliation(s)
- Lisa J Woodhouse
- Stroke Trials Unit, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, UK
| | - Jason P Appleton
- Stroke, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Sandeep Ankolekar
- Department of Neurology, King's College Hospital NHS Trust, London, UK
| | - Timothy J England
- Vascular Medicine, Division of Medical Sciences and GEM, Royal Derby Hospital, Derby, UK
| | - Grant Mair
- UK Dementia Research Institute, The University of Edinburgh Centre for Clinical Brain Sciences, Edinburgh, UK
| | - Keith Muir
- Neurology, University of Glasgow, Glasgow, UK
| | | | - Stuart Pocock
- Department of Medical Statistics, London School of Hygiene & Tropical Medicine, London, UK
| | - Marc Randall
- Department of Neurology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Thompson G Robinson
- Department of Cardiovascular Sciences, and NIHR Biomedical Research Unit for Cardiovascular Diseases, University of Leicester, Leicester, UK
| | - Christine Roffe
- Institute for Science and Technology in Medicine, Keele University, Keele, UK
| | - Else C Sandset
- Department of Neurology, Oslo University Hospital, Oslo, Norway
- Research and Development, Norwegian Air Ambulance Foundation, Oslo, Norway
| | - Jeffrey L Saver
- Department of Neurology and Comprehensive Stroke Center, David Geffen School of Medicine, Los Angeles, California, USA
| | | | - Nikola Sprigg
- Stroke Trials Unit, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, UK
- Stroke, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Joanna M Wardlaw
- UK Dementia Research Institute, The University of Edinburgh Centre for Clinical Brain Sciences, Edinburgh, UK
| | - Philip M Bath
- Stroke Trials Unit, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, UK
- Stroke, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | | |
Collapse
|
61
|
Appleton JP, Law ZK, Woodhouse LJ, Al-Shahi Salman R, Beridze M, Christensen H, Dineen RA, Guerrero JJE, England TJ, Karlinski M, Krishnan K, Laska AC, Lyrer P, Ozturk S, Roffe C, Roberts I, Robinson TG, Scutt P, Werring DJ, Bath PM, Sprigg N. Effects of blood pressure and tranexamic acid in spontaneous intracerebral haemorrhage: a secondary analysis of a large randomised controlled trial. BMJ Neurol Open 2023; 5:e000423. [PMID: 37337529 PMCID: PMC10277112 DOI: 10.1136/bmjno-2023-000423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 03/06/2023] [Indexed: 06/21/2023] Open
Abstract
Background Tranexamic acid reduced haematoma expansion and early death, but did not improve functional outcome in the tranexamic acid for hyperacute spontaneous intracerebral haemorrhage-2 (TICH-2) trial. In a predefined subgroup, there was a statistically significant interaction between prerandomisation baseline systolic blood pressure (SBP) and the effect of tranexamic acid on functional outcome (p=0.019). Methods TICH-2 was an international prospective double-blind placebo-controlled randomised trial evaluating intravenous tranexamic acid in patients with acute spontaneous intracerebral haemorrhage (ICH). Prerandomisation baseline SBP was split into predefined ≤170 and >170 mm Hg groups. The primary outcome at day 90 was the modified Rankin Scale (mRS), a measure of dependency, analysed using ordinal logistic regression. Haematoma expansion was defined as an increase in haematoma volume of >33% or >6 mL from baseline to 24 hours. Data are OR or common OR (cOR) with 95% CIs, with significance at p<0.05. Results Of 2325 participants in TICH-2, 1152 had baseline SBP≤170 mm Hg and were older, had larger lobar haematomas and were randomised later than 1173 with baseline SBP>170 mm Hg. Tranexamic acid was associated with a favourable shift in mRS at day 90 in those with baseline SBP≤170 mm Hg (cOR 0.73, 95% CI 0.59 to 0.91, p=0.005), but not in those with baseline SBP>170 mm Hg (cOR 1.05, 95% CI 0.85 to 1.30, p=0.63). In those with baseline SBP≤170 mm Hg, tranexamic acid reduced haematoma expansion (OR 0.62, 95% CI 0.47 to 0.82, p=0.001), but not in those with baseline SBP>170 mm Hg (OR 1.02, 95% CI 0.77 to 1.35, p=0.90). Conclusions Tranexamic acid was associated with improved clinical and radiological outcomes in ICH patients with baseline SBP≤170 mm Hg. Further research is needed to establish whether certain subgroups may benefit from tranexamic acid in acute ICH. Trial registration number ISRCTN93732214.
Collapse
Affiliation(s)
- Jason Philip Appleton
- Stroke, Nottingham University Hospitals NHS Trust, Nottingham, UK
- Stroke Trials Unit, Mental Health and Clinical Neurosciences, University of Nottingham, Nottingham, UK
| | - Zhe Kang Law
- Stroke Trials Unit, Mental Health and Clinical Neurosciences, University of Nottingham, Nottingham, UK
- Neurology Unit, Department of Medicine, National University of Malaysia Faculty of Medicine, Kuala Lumpur, Malaysia
| | - Lisa Jane Woodhouse
- Stroke Trials Unit, Mental Health and Clinical Neurosciences, University of Nottingham, Nottingham, UK
| | | | - Maia Beridze
- The First University Clinic, Tbilisi State Medical University, Tbilisi, Georgia
| | - Hanne Christensen
- Department of Neurology, Copenhagen University Hospital, Bispebjerg, Denmark
| | - Robert A Dineen
- Radiological Sciences, Mental Health and Clinical Neurosciences, University of Nottingham, Nottingham, UK
- NIHR Nottingham Biomedical Research Centre, Nottingham, UK
| | - Juan José Egea Guerrero
- Neurocritical Care Unit, Virgen del Rocio University Hospital, Sevilla, Spain
- IbiS, CSIC, University of Seville, Sevilla, Spain
| | - Timothy J England
- Stroke Trials Unit, Mental Health and Clinical Neurosciences, University of Nottingham, Nottingham, UK
| | - Michal Karlinski
- 2nd Department of Neurology, Institute of Psychiatry and Neurology, Warsaw, Poland
| | - Kailash Krishnan
- Stroke, Nottingham University Hospitals NHS Trust, Nottingham, UK
- Stroke Trials Unit, Mental Health and Clinical Neurosciences, University of Nottingham, Nottingham, UK
| | - Ann Charlotte Laska
- Department of Clinical Sciences, Danderyd Hospital, Karolinska Institute, Stockholm, Sweden
| | - Philippe Lyrer
- Neurology and Stroke Center, University Hospital Basel, Basel, Switzerland
| | - Serefnur Ozturk
- Neurology, Faculty of Medicine, Selcuk Universitesi, Konya, Turkey
| | - Christine Roffe
- Stroke Research, School of Medicine, University of Keele, Stoke-on-Trent, UK
| | - Ian Roberts
- Clinical Trials Unit, London School of Hygiene and Tropical Medicine, London, UK
| | | | - Polly Scutt
- Stroke Trials Unit, Mental Health and Clinical Neurosciences, University of Nottingham, Nottingham, UK
| | - David J Werring
- Stroke Research Centre, Department of Brain Repair and Rehabilitation, UCL Queen Square Institute of Neurology, London, UK
| | - Philip M Bath
- Stroke, Nottingham University Hospitals NHS Trust, Nottingham, UK
- Stroke Trials Unit, Mental Health and Clinical Neurosciences, University of Nottingham, Nottingham, UK
| | - Nikola Sprigg
- Stroke, Nottingham University Hospitals NHS Trust, Nottingham, UK
- Stroke Trials Unit, Mental Health and Clinical Neurosciences, University of Nottingham, Nottingham, UK
| |
Collapse
|
62
|
Teo KC, Fong SM, Leung WCY, Leung IYH, Wong YK, Choi OMY, Yam KK, Lo RCN, Cheung RTF, Ho SL, Tsang ACO, Leung GKK, Chan KH, Lau KK. Location-Specific Hematoma Volume Cutoff and Clinical Outcomes in Intracerebral Hemorrhage. Stroke 2023; 54:1548-1557. [PMID: 37216445 DOI: 10.1161/strokeaha.122.041246] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 03/17/2023] [Indexed: 05/24/2023]
Abstract
BACKGROUND Major intracerebral hemorrhage (ICH) trials have largely been unable to demonstrate therapeutic benefit in improving functional outcomes. This may be partly due to the heterogeneity of ICH outcomes based on their location, where a small strategic ICH could be debilitating, thus confounding therapeutic effects. We aimed to determine the ideal hematoma volume cutoff for different ICH locations in predicting ICH outcomes. METHODS We retrospectively analyzed consecutive ICH patients enrolled in the University of Hong Kong prospective stroke registry from January 2011 to December 2018. Patients with premorbid modified Rankin Scale score >2 or who underwent neurosurgical intervention were excluded. ICH volume cutoff, sensitivity, and specificity in predicting respective 6-month neurological outcomes (good [modified Rankin Scale score 0-2], poor [modified Rankin Scale score 4-6], and mortality) for specific ICH locations were determined using receiver operating characteristic curves. Separate multivariate logistic regression models were also conducted for each location-specific volume cutoff to determine whether these cutoffs were independently associated with respective outcomes. RESULTS Among 533 ICHs, the volume cutoff for good outcome according to ICH location was 40.5 mL for lobar, 32.5 mL for putamen/external capsule, 5.5 mL for internal capsule/globus pallidus, 6.5 mL for thalamus, 17 mL for cerebellum, and 3 mL for brainstem. ICH smaller than the cutoff for all supratentorial sites had higher odds of good outcomes (all P<0.05). Volumes exceeding 48 mL for lobar, 41 mL for putamen/external capsule, 6 mL for internal capsule/globus pallidus, 9.5 mL for thalamus, 22 mL for cerebellum, and 7.5 mL for brainstem were at greater risk of poor outcomes (all P<0.05). Mortality risks were significantly higher for volumes that exceeded 89.5 mL for lobar, 42 mL for putamen/external capsule, and 21 mL for internal capsule/globus pallidus (all P<0.001). All receiver operating characteristic models for location-specific cutoffs had good discriminant values (area under the curve >0.8), except in predicting good outcome for cerebellum. CONCLUSIONS ICH outcomes differed with location-specific hematoma size. Location-specific volume cutoff should be considered in patient selection for ICH trials.
Collapse
Affiliation(s)
- Kay-Cheong Teo
- Division of Neurology, Department of Medicine, Queen Mary Hospital (K.-C.T., S.-M.F., W.C.Y.L., I.Y.H.L., Y.-K.W., K.-K.Y., R.C.N.L., R.T.F.C., S.-L.H., K.-H.C., K.-K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Sze-Man Fong
- Division of Neurology, Department of Medicine, Queen Mary Hospital (K.-C.T., S.-M.F., W.C.Y.L., I.Y.H.L., Y.-K.W., K.-K.Y., R.C.N.L., R.T.F.C., S.-L.H., K.-H.C., K.-K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - William C Y Leung
- Division of Neurology, Department of Medicine, Queen Mary Hospital (K.-C.T., S.-M.F., W.C.Y.L., I.Y.H.L., Y.-K.W., K.-K.Y., R.C.N.L., R.T.F.C., S.-L.H., K.-H.C., K.-K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Ian Y H Leung
- Division of Neurology, Department of Medicine, Queen Mary Hospital (K.-C.T., S.-M.F., W.C.Y.L., I.Y.H.L., Y.-K.W., K.-K.Y., R.C.N.L., R.T.F.C., S.-L.H., K.-H.C., K.-K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Yuen-Kwun Wong
- Division of Neurology, Department of Medicine, Queen Mary Hospital (K.-C.T., S.-M.F., W.C.Y.L., I.Y.H.L., Y.-K.W., K.-K.Y., R.C.N.L., R.T.F.C., S.-L.H., K.-H.C., K.-K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Olivia M Y Choi
- Division of Neurosurgery, Department of Surgery, Queen Mary Hospital (O.M.Y.C., A.C.O.T., G.K.K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Ka-Keung Yam
- Division of Neurology, Department of Medicine, Queen Mary Hospital (K.-C.T., S.-M.F., W.C.Y.L., I.Y.H.L., Y.-K.W., K.-K.Y., R.C.N.L., R.T.F.C., S.-L.H., K.-H.C., K.-K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Rachel C N Lo
- Division of Neurology, Department of Medicine, Queen Mary Hospital (K.-C.T., S.-M.F., W.C.Y.L., I.Y.H.L., Y.-K.W., K.-K.Y., R.C.N.L., R.T.F.C., S.-L.H., K.-H.C., K.-K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Raymond T F Cheung
- Division of Neurology, Department of Medicine, Queen Mary Hospital (K.-C.T., S.-M.F., W.C.Y.L., I.Y.H.L., Y.-K.W., K.-K.Y., R.C.N.L., R.T.F.C., S.-L.H., K.-H.C., K.-K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
- Research Center of Heart, Brain, Hormone and Healthy Aging (R.T.F.C., S.-L.H., K.-H.C., K.-K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
- The State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR (R.T.F.C., K.-H.C., K.-K.L.)
| | - Shu-Leong Ho
- Division of Neurology, Department of Medicine, Queen Mary Hospital (K.-C.T., S.-M.F., W.C.Y.L., I.Y.H.L., Y.-K.W., K.-K.Y., R.C.N.L., R.T.F.C., S.-L.H., K.-H.C., K.-K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
- Research Center of Heart, Brain, Hormone and Healthy Aging (R.T.F.C., S.-L.H., K.-H.C., K.-K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Anderson C O Tsang
- Division of Neurosurgery, Department of Surgery, Queen Mary Hospital (O.M.Y.C., A.C.O.T., G.K.K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Gilberto K K Leung
- Division of Neurosurgery, Department of Surgery, Queen Mary Hospital (O.M.Y.C., A.C.O.T., G.K.K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Koon-Ho Chan
- Division of Neurology, Department of Medicine, Queen Mary Hospital (K.-C.T., S.-M.F., W.C.Y.L., I.Y.H.L., Y.-K.W., K.-K.Y., R.C.N.L., R.T.F.C., S.-L.H., K.-H.C., K.-K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
- Research Center of Heart, Brain, Hormone and Healthy Aging (R.T.F.C., S.-L.H., K.-H.C., K.-K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
- The State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR (R.T.F.C., K.-H.C., K.-K.L.)
| | - Kui-Kai Lau
- Division of Neurology, Department of Medicine, Queen Mary Hospital (K.-C.T., S.-M.F., W.C.Y.L., I.Y.H.L., Y.-K.W., K.-K.Y., R.C.N.L., R.T.F.C., S.-L.H., K.-H.C., K.-K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
- Research Center of Heart, Brain, Hormone and Healthy Aging (R.T.F.C., S.-L.H., K.-H.C., K.-K.L.), LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
- The State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR (R.T.F.C., K.-H.C., K.-K.L.)
| |
Collapse
|
63
|
Arumugam A, Tan SE, Tan SL, Tan JE, Hussin F@H, Zenian MS, Idris Z, Abdullah JM. Tranexamic Acid in Non-Traumatic Intracerebral Haemorrhage (TANICH II): Introducing the Potential Role of 3 g Tranexamic Acid in Haematoma Reduction. Malays J Med Sci 2023; 30:93-102. [PMID: 37425386 PMCID: PMC10325132 DOI: 10.21315/mjms2023.30.3.8] [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: 02/08/2022] [Accepted: 09/16/2022] [Indexed: 07/11/2023] Open
Abstract
Background Intracerebral haemorrhage (ICH) can be devastating, particularly if haematoma expansion occurs. The efficacy of tranexamic acid (TXA), an anti-fibrinolytic agent, in reducing haematoma expansion is now being studied worldwide. However, the optimal dosage of TXA has yet to be determined. This study was designed to further establish the potential of different doses of TXA. Methods A double-blinded, randomised, placebo-controlled study was carried out among adults with non-traumatic ICH. Eligible study subjects were randomly assigned to receive placebo, 2-g TXA treatment or 3-g TXA treatment. Haematoma volumes before and after intervention were measured using the planimetric method. Results A total of 60 subjects with 20 subjects in each treatment group were recruited for this study. Among the 60 subjects, the majority were male (n = 36, 60%), had known cases of hypertension (n = 43, 71.7%) and presented with full Glasgow coma scale (GCS) (n = 41, 68.3%). The results showed that there was no statistically significant difference (P = 0.315) in the mean changes of haematoma volume when compared with three study groups using ANCOVA, although the 3-g TXA group was the only group that showed haematoma volume reduction (mean reduction of 0.2 cm3) instead of expansion as in placebo (mean expansion 1.8 cm3) and 2-g TXA (mean expansion 0.3 cm3) groups. Good recovery was observed in all study groups, with only three subjects being moderately disabled. No adverse effects were reported in any of the study groups. Conclusion To the best of our knowledge, this is the first clinical study using 3 g of TXA in the management of non-traumatic ICH. From our study, 3 g of TXA may potentially be helpful in reducing haematoma volume. Nonetheless, a larger-scale randomised controlled trial should be carried out to further establish the role of 3 g of TXA in non-traumatic ICH.
Collapse
Affiliation(s)
- Ananda Arumugam
- Department of Neurosurgery, Hospital Queen Elizabeth II, Sabah, Malaysia
- Department of Neurosurgery, Hospital Queen Elizabeth I, Sabah, Malaysia
| | - Shze Ee Tan
- Department of Neurosurgery, Hospital Queen Elizabeth II, Sabah, Malaysia
- Department of Neurosurgery, Hospital Queen Elizabeth I, Sabah, Malaysia
- Department of Neurosciences, Brain and Behaviour Cluster, Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Sze Ling Tan
- Department of Pharmacy, Hospital Queen Elizabeth II, Sabah, Malaysia
| | - Jun Ee Tan
- Department of Radiology, Hospital Queen Elizabeth I, Sabah, Malaysia
| | | | - Mohd Sofan Zenian
- Department of Neurosurgery, Hospital Queen Elizabeth II, Sabah, Malaysia
- Department of Neurosurgery, Hospital Queen Elizabeth I, Sabah, Malaysia
| | - Zamzuri Idris
- Department of Neurosciences, Brain and Behaviour Cluster, Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Jafri Malin Abdullah
- Department of Neurosciences, Brain and Behaviour Cluster, Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kelantan, Malaysia
| |
Collapse
|
64
|
Abulhasan YB, Teitelbaum J, Al-Ramadhani K, Morrison KT, Angle MR. Functional Outcomes and Mortality in Patients With Intracerebral Hemorrhage After Intensive Medical and Surgical Support. Neurology 2023; 100:e1985-e1995. [PMID: 36927881 PMCID: PMC10186215 DOI: 10.1212/wnl.0000000000207132] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Accepted: 01/17/2023] [Indexed: 03/18/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Despite decades of increasingly sophisticated neurocritical care, patient outcomes after spontaneous intracerebral hemorrhage (ICH) remain dismal. Whether this reflects therapeutic nihilism or the effects of the primary injury has been questioned. In this contemporary cohort, we determined the 30- and 90-day mortality, cause-specific mortality, functional outcome, and the effect of surgical intervention in a culture of aggressive medical and surgical support. METHODS This was a retrospective cohort study of consecutive adult patients with spontaneous ICH admitted to a tertiary neurocritical care unit. Patients with secondary ICH and those subject to limitation of care before 72 hours were excluded. For each ICH score, mortality at 30- and 90-days, and the modified Rankin Scale (mRS) within 1-year were examined. The effect of craniotomy/craniectomy ± hematoma evacuation on the outcome of supratentorial ICH was determined using propensity score matching. Median patient follow-up after discharge was 2.2 (interquartile range [IQR] 0.4-4.4) years. RESULTS Among 319 patients with spontaneous ICH (median age was 69 [IQR 60-77] years, 60% male), 30- and 90-day mortality were 16% and 22%, respectively, and unfavorable functional outcome (mRS score 4-6) was 50% at a median 3.1 months after ICH. Admission predictors of mortality mirrored those of the original ICH score. Unfavorable outcomes for ICH scores 3 and 4 were 73% and 86%, respectively. The most common adjudicated primary causes of mortality were direct effect or progression of ICH (54%), refractory cerebral edema (21%), and medical complications (11%). In matched analyses, lifesaving surgery for supratentorial ICH did not significantly alter mortality or unfavorable functional outcome in patients overall. In subgroup analyses restricted to (1) surgery with hematoma evacuation and (2) ICH score 3 and 4 patients, the odds of 30-day mortality were reduced by 71% (odds ratio [OR] 0.29, 95% CI 0.09-0.9, p = 0.032) and 80% (OR 0.2, 95% CI 0.04-0.91, p = 0.038), respectively, but no difference was observed for 90-day mortality or unfavorable functional outcome. DISCUSSION This study demonstrates that poor outcomes after ICH prevail despite aggressive treatment. Unfavorable outcomes appear related to direct effects of the primary injury and not to premature care limitations. Lifesaving surgery for supratentorial lesions delayed mortality but did not alter functional outcomes.
Collapse
Affiliation(s)
- Yasser B Abulhasan
- From the Neurological Intensive Care Unit (Y.B.A., J.T., M.R.A.) and Department of Radiology (K.A.R.), Montreal Neurological Institute and Hospital, McGill University, Quebec, Canada; Faculty of Medicine (Y.B.A.), Health Sciences Center, Kuwait University; and Department of Epidemiology, Biostatistics and Occupational Health (K.T.M.), McGill University, Montreal, Quebec, Canada.
| | - Jeanne Teitelbaum
- From the Neurological Intensive Care Unit (Y.B.A., J.T., M.R.A.) and Department of Radiology (K.A.R.), Montreal Neurological Institute and Hospital, McGill University, Quebec, Canada; Faculty of Medicine (Y.B.A.), Health Sciences Center, Kuwait University; and Department of Epidemiology, Biostatistics and Occupational Health (K.T.M.), McGill University, Montreal, Quebec, Canada
| | - Khalsa Al-Ramadhani
- From the Neurological Intensive Care Unit (Y.B.A., J.T., M.R.A.) and Department of Radiology (K.A.R.), Montreal Neurological Institute and Hospital, McGill University, Quebec, Canada; Faculty of Medicine (Y.B.A.), Health Sciences Center, Kuwait University; and Department of Epidemiology, Biostatistics and Occupational Health (K.T.M.), McGill University, Montreal, Quebec, Canada
| | - Kathryn T Morrison
- From the Neurological Intensive Care Unit (Y.B.A., J.T., M.R.A.) and Department of Radiology (K.A.R.), Montreal Neurological Institute and Hospital, McGill University, Quebec, Canada; Faculty of Medicine (Y.B.A.), Health Sciences Center, Kuwait University; and Department of Epidemiology, Biostatistics and Occupational Health (K.T.M.), McGill University, Montreal, Quebec, Canada
| | - Mark R Angle
- From the Neurological Intensive Care Unit (Y.B.A., J.T., M.R.A.) and Department of Radiology (K.A.R.), Montreal Neurological Institute and Hospital, McGill University, Quebec, Canada; Faculty of Medicine (Y.B.A.), Health Sciences Center, Kuwait University; and Department of Epidemiology, Biostatistics and Occupational Health (K.T.M.), McGill University, Montreal, Quebec, Canada
| |
Collapse
|
65
|
Yuan Z, Wei Q, Chen Z, Xing H, Zhang T, Li Z. Laser navigation combined with XperCT technology-assisted puncture of basal ganglia intracerebral hemorrhage. Neurosurg Rev 2023; 46:104. [PMID: 37145343 DOI: 10.1007/s10143-023-02015-2] [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: 03/17/2023] [Revised: 04/03/2023] [Accepted: 04/28/2023] [Indexed: 05/06/2023]
Abstract
Basal ganglia hemorrhage, which is characterized by excessive incapacity charge and high mortality rates, is surgically treated by minimally invasive hematoma puncture and drainage. We aimed at determining the efficacy of laser-guided minimally invasive hematoma puncture and drainage for treatment of basal ganglia hemorrhage. A total of 61 patients with hypertensive basal ganglia hemorrhage were recruited at the Binzhou Medical University Hospital, between October 2019 and January 2021, and their clinical information retrospectively analyzed. Based on the surgical approach used, patients were assigned into either laser navigation or small bone window groups depending on the surgical approach. Then, we compared the operation times, intraoperative blood loss, clinic stay, Glasgow Outcome Score (GOS) rating at 30 days, Barthel index (BI) rating at 6 months, postoperative pneumonia incidences, and intracranial contamination complications between groups. Intraoperative blood loss, operation time, and sanatorium were significantly low in laser navigation group, relative to the small bone window group. At the same time, there were no significant differences between the groups with regard to postoperative hematoma volume, lung contamination, cerebrospinal fluid (CSF) leak, and intracranial contamination, as well as the 6-month BI and 30-day GOS rating. There were no deaths in either group. Compared with the traditional small bone window surgery, laser-guided puncture and drainage is a low-cost, accurate, and safe method for the treatment of basal ganglia hemorrhage, which is suitable for promotion in developing countries and economically underdeveloped areas.
Collapse
Affiliation(s)
- Zhengbo Yuan
- Department of Neurosurgery, Binzhou Medical University Hospital, Binzhou, 256603, Shandong, China
| | - Qi Wei
- Department of Neurosurgery, Jinan People's Hospital, Jinan, 271100, Shandong, China
| | - Zheng Chen
- Department of Neurosurgery, Chengyang People's Hospital, Qingdao, 266000, Shandong, China
| | - Hailong Xing
- Department of Neurosurgery, Binzhou Medical University Hospital, Binzhou, 256603, Shandong, China
| | - Tao Zhang
- Department of Neurosurgery, Binzhou Medical University Hospital, Binzhou, 256603, Shandong, China
| | - Zefu Li
- Department of Neurosurgery, Binzhou Medical University Hospital, Binzhou, 256603, Shandong, China.
| |
Collapse
|
66
|
Wu G, Liu Z, Mu C, Song D, Wang J, Meng X, Li Z, Qing H, Dong Y, Xie HY, Pang DW. Enhanced Proliferation of Visualizable Mesenchymal Stem Cell-Platelet Hybrid Cell for Versatile Intracerebral Hemorrhage Treatment. ACS NANO 2023; 17:7352-7365. [PMID: 37037487 DOI: 10.1021/acsnano.2c11329] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
The intrinsic features and functions of platelets and mesenchymal stem cells (MSCs) indicate their great potential in the treatment of intracerebral hemorrhage (ICH). However, neither of them can completely overcome ICH because of the stealth process and the complex pathology of ICH. Here, we fabricate hybrid cells for versatile and highly efficient ICH therapy by fusing MSCs with platelets and loading with lysophosphatidic acid-modified PbS quantum dots (LPA-QDs). The obtained LPA-QDs@FCs (FCs = fusion cells) not only inherit the capabilities of both platelets and MSCs but also exhibit clearly enhanced proliferation activated by LPA. After systemic administration, many proliferating LPA-QDs@FCs rapidly accumulate in ICH areas for responding to the vascular damage and inflammation and then efficiently prevent both the primary and secondary injuries of ICH but with no obvious side effects. Moreover, the treatment process can be tracked by near-infrared II fluorescence imaging with highly spatiotemporal resolution, providing a promising solution for ICH therapy.
Collapse
Affiliation(s)
- Guanghao Wu
- School of Life Science, Beijing Institute of Technology, Beijing 100081, P. R. China
- School of Materials Science and Engineering, Beijing Institute of Technology, Beijing 100081, P. R. China
| | - Zhenya Liu
- State Key Laboratory of Medicinal Chemical Biology, Tianjin Key Laboratory of Biosensing and Molecular Recognition, Frontiers Science Center for New Organic Matter, Research Center for Analytical Sciences, College of Chemistry, Frontiers Science Center for Cell Responses, Nankai University, Tianjin 300071, P. R. China
| | - Changwen Mu
- School of Life Science, Beijing Institute of Technology, Beijing 100081, P. R. China
| | - Da Song
- School of Life Science, Beijing Institute of Technology, Beijing 100081, P. R. China
| | - Jiaxin Wang
- Department of Neurobiology, School of Basic Medical Sciences, Peking University, Beijing 100083, P. R. China
| | - Xiangxi Meng
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Peking University, Beijing 100142, P. R. China
| | - Ziyuan Li
- Department of Biomedical Engineering, Peking University, Beijing 100871, P. R. China
| | - Hong Qing
- School of Life Science, Beijing Institute of Technology, Beijing 100081, P. R. China
| | - Yuping Dong
- School of Materials Science and Engineering, Beijing Institute of Technology, Beijing 100081, P. R. China
| | - Hai-Yan Xie
- School of Life Science, Beijing Institute of Technology, Beijing 100081, P. R. China
| | - Dai-Wen Pang
- State Key Laboratory of Medicinal Chemical Biology, Tianjin Key Laboratory of Biosensing and Molecular Recognition, Frontiers Science Center for New Organic Matter, Research Center for Analytical Sciences, College of Chemistry, Frontiers Science Center for Cell Responses, Nankai University, Tianjin 300071, P. R. China
| |
Collapse
|
67
|
Morkos K, Maingard J, Barras C, Kok HK, Hall J, Russell J, Thijs V, Slater LA, Chong W, Chandra R, Jhamb A, Brooks M, Asadi H. Tranexamic acid as a novel adjunct in the management of vessel perforation complicating Endovascular Clot Retrieval. J Stroke Cerebrovasc Dis 2023; 32:107067. [PMID: 37023537 DOI: 10.1016/j.jstrokecerebrovasdis.2023.107067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Revised: 02/28/2023] [Accepted: 03/02/2023] [Indexed: 04/08/2023] Open
Abstract
AIM To assess the safety and utility of tranexamic acid (TXA) as an adjunct salvage therapy in iatrogenic vessel perforation complicating endovascular clot retrieval. Iatrogenic vessel perforation and extravasation are known and potentially fatal complications of endovascular clot retrieval (ECR). Various methods of establishing haemostasis post perforation have been reported. TXA is widely utilised intraoperatively to reduce bleeding in various surgical specialities. The use of TXA in endovascular procedures has not been previously described in the literature. METHODS Retrospective case control study of all cases that underwent ECR. Cases where arterial rupture occurred were identified. Details of management and functional status at 3 months were recorded. Modified Rankin score (mRS) 0-2 was considered a good functional outcome. Comparison of proportions analysis was performed. RESULTS Of 1378 cases of ECR, rupture complicated 36 (2.6%). TXA was administered in addition to standard care in 11 cases (31%). At 3 months, 4 of 11 cases (36%) where TXA was administered had a good functional outcome compared to 3 of 22 (12%) in the standard care group (P=0.09). Mortality at 3 months occurred in 4 of 11 cases (41.7%) where TXA was administered compared to 16 of 25 (64%) where it was not (P=0.13). CONCLUSION Tranexamic acid administration in iatrogenic vessel rupture was associated with a lower mortality rate and a larger proportion of patients achieving a good functional outcome at 3 months. This effect trended towards but was not statistically significant. TXA administration was not associated with adverse effects.
Collapse
Affiliation(s)
- Kerelus Morkos
- Monash Imaging, Monash Health, Clayton, Victoria, Australia.
| | - Julian Maingard
- School of Medicine, Deakin University, Victoria, Australia; Interventional Neuroradiology Unit, Monash Imaging, Monash Health, Clayton, Victoria, Australia; Stroke Division, Florey Institute of Neuroscience and Mental Health - Austin Campus, Heidelberg, Victoria, Australia; Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Victoria, Australia
| | - Christen Barras
- School of Medicine, The University of Adelaide, Adelaide, South Australia, Australia; South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia
| | - Hong Kuan Kok
- School of Medicine, Deakin University, Victoria, Australia; Interventional Radiology Service, Northern Health Radiology, Epping, Victoria, Australia
| | - Jonathan Hall
- Interventional Neuroradiology Service, Department of Radiology, Austin Health, Heidelberg, Victoria, Australia; Department of Radiology, St Vincent's Hospital Melbourne, Fitzroy, Victoria, Australia
| | - Jeremy Russell
- Department of Neurosurgery, Austin Health, Melbourne, Victoria, Australia
| | - Vincent Thijs
- Stroke Division, Florey Institute of Neuroscience and Mental Health - Austin Campus, Heidelberg, Victoria, Australia; Department of Neurology, Austin Health, Heidelberg, Victoria, Australia
| | - Lee-Anne Slater
- Interventional Neuroradiology Unit, Monash Imaging, Monash Health, Clayton, Victoria, Australia; Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Victoria, Australia
| | - Winston Chong
- Interventional Neuroradiology Unit, Monash Imaging, Monash Health, Clayton, Victoria, Australia; Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Victoria, Australia
| | - Ronil Chandra
- Interventional Neuroradiology Unit, Monash Imaging, Monash Health, Clayton, Victoria, Australia; Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Victoria, Australia
| | - Ashu Jhamb
- Department of Radiology, St Vincent's Hospital Melbourne, Fitzroy, Victoria, Australia
| | - Mark Brooks
- Stroke Division, Florey Institute of Neuroscience and Mental Health - Austin Campus, Heidelberg, Victoria, Australia; Interventional Neuroradiology Service, Department of Radiology, Austin Health, Heidelberg, Victoria, Australia
| | - Hamed Asadi
- School of Medicine, Deakin University, Victoria, Australia; Interventional Neuroradiology Unit, Monash Imaging, Monash Health, Clayton, Victoria, Australia; Interventional Neuroradiology Service, Department of Radiology, Austin Health, Heidelberg, Victoria, Australia; Department of Radiology, St Vincent's Hospital Melbourne, Fitzroy, Victoria, Australia
| |
Collapse
|
68
|
Clynch AL, Gillespie CS, Richardson GE, Mustafa MA, Islim AI, Keshwara SM, Bakhsh A, Kumar S, Zakaria R, Millward CP, Mills SJ, Brodbelt AR, Jenkinson MD. Tranexamic acid use in meningioma surgery - A systematic review and meta-analysis. J Clin Neurosci 2023; 110:53-60. [PMID: 36796271 DOI: 10.1016/j.jocn.2023.01.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Revised: 01/02/2023] [Accepted: 01/25/2023] [Indexed: 02/16/2023]
Abstract
Tranexamic Acid (TXA) has been used in medical and surgical practice to reduce haemorrhage. The aim of this review was to evaluate the effect of TXA use on intraoperative and postoperative outcomes of meningioma surgery. A systematic review and meta-analysis was conducted in accordance with the PRISMA statement and registered in PROSPERO (CRD42021292157). Six databases were searched up to November 2021 for phase 2-4 control trials or cohort studies, in the English language, examining TXA use during meningioma surgery. Studies ran outside of dedicated neurosurgical departments or centres were excluded. Risk of bias was assessed using the Cochrane Risk of Bias 2 tool. Random effects meta-analysis were performed to delineate differences in operative and postoperative outcomes. Four studies (281 patients) were included. TXA use significantly reduced intraoperative blood loss (mean difference 315.7 mls [95% confidence interval [CI] -532.8, -98.5]). Factors not affected by TXA use were transfusion requirement (odds ratio = 0.52; 95% CI 0.27, 0.98), operation time (mean difference = -0.2 h; 95% CI -0.8, 0.4), postoperative seizures (Odds Ratio [OR] = 0.88; 95% CI 0.31, 2.53), hospital stay (mean difference = -1.2; 95% CI -3.4, 0.9) and disability after surgery (OR = 0.50; 95% CI 0.23, 1.06). The key limitations of this review were the small sample size, limited data for secondary outcomes and a lack of standardised method for measuring blood loss. TXA use reduces blood loss in meningioma surgery, but not transfusion requirement or postoperative complications. Larger trials are required to investigate the impact of TXA on patient-reported postoperative outcomes.
Collapse
Affiliation(s)
- Abigail L Clynch
- Institute of Systems, Molecular, and Integrative Biology, University of Liverpool, Liverpool, UK.
| | - Conor S Gillespie
- Institute of Systems, Molecular, and Integrative Biology, University of Liverpool, Liverpool, UK; Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK.
| | - George E Richardson
- Institute of Systems, Molecular, and Integrative Biology, University of Liverpool, Liverpool, UK; Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Mohammad A Mustafa
- Institute of Systems, Molecular, and Integrative Biology, University of Liverpool, Liverpool, UK; Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Abdurrahman I Islim
- Department of Neurosurgery, Manchester Centre for Clinical Neurosciences, Manchester, UK; Division of Neuroscience and Experimental Psychology, Faculty of Biology, Medicine and Health, University of Manchester, UK
| | - Sumirat M Keshwara
- Institute of Systems, Molecular, and Integrative Biology, University of Liverpool, Liverpool, UK; Whiston Hospital, St Helens and Knowsley Teaching Hospitals NHS Trust, Prescot, UK
| | - Ali Bakhsh
- Institute of Systems, Molecular, and Integrative Biology, University of Liverpool, Liverpool, UK; Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Siddhant Kumar
- Institute of Systems, Molecular, and Integrative Biology, University of Liverpool, Liverpool, UK; Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Rasheed Zakaria
- Institute of Systems, Molecular, and Integrative Biology, University of Liverpool, Liverpool, UK; Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Christopher P Millward
- Institute of Systems, Molecular, and Integrative Biology, University of Liverpool, Liverpool, UK; Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Samantha J Mills
- Institute of Systems, Molecular, and Integrative Biology, University of Liverpool, Liverpool, UK; Department of Neuroradiology, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Andrew R Brodbelt
- Institute of Systems, Molecular, and Integrative Biology, University of Liverpool, Liverpool, UK; Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Michael D Jenkinson
- Institute of Systems, Molecular, and Integrative Biology, University of Liverpool, Liverpool, UK; Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| |
Collapse
|
69
|
Reyes-Esteves S, Nong J, Glassman PM, Omo-Lamai S, Ohashi S, Myerson JW, Zamora ME, Ma X, Kasner SE, Sansing L, Muzykantov VR, Marcos-Contreras OA, Brenner JS. Targeted drug delivery to the brain endothelium dominates over passive delivery via vascular leak in experimental intracerebral hemorrhage. J Control Release 2023; 356:185-195. [PMID: 36868517 PMCID: PMC10519578 DOI: 10.1016/j.jconrel.2023.02.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 02/16/2023] [Accepted: 02/26/2023] [Indexed: 03/05/2023]
Abstract
Intracerebral hemorrhage (ICH) is one of the most common causes of fatal stroke, yet has no specific drug therapies. Many attempts at passive intravenous (IV) delivery in ICH have failed to deliver drugs to the salvageable area around the hemorrhage. The passive delivery method assumes vascular leak through the ruptured blood-brain barrier will allow drug accumulation in the brain. Here we tested this assumption using intrastriatal injection of collagenase, a well-established experimental model of ICH. Fitting with hematoma expansion in clinical ICH, we showed that collagenase-induced blood leak drops significantly by 4 h after ICH onset and is gone by 24 h. We observed passive-leak brain accumulation also declines rapidly over ∼4 h for 3 model IV therapeutics (non-targeted IgG; a protein therapeutic; PEGylated nanoparticles). We compared these passive leak results with targeted brain delivery by IV monoclonal antibodies (mAbs) that actively bind vascular endothelium (anti-VCAM, anti-PECAM, anti-ICAM). Even at early time points after ICH induction, where there is high vascular leak, brain accumulation via passive leak is dwarfed by brain accumulation of endothelial-targeted agents: At 4 h after injury, anti-PECAM mAbs accumulate at 8-fold higher levels in the brain vs. non-immune IgG; anti-VCAM nanoparticles (NPs) deliver a protein therapeutic (superoxide dismutase, SOD) at 4.5-fold higher levels than the carrier-free therapeutic at 24 h after injury. These data suggest that relying on passive vascular leak provides inefficient delivery of therapeutics even at early time points after ICH, and that a better strategy might be targeted delivery to the brain endothelium, which serves as the gateway for the immune attack on the peri-hemorrhage inflamed brain region.
Collapse
Affiliation(s)
- Sahily Reyes-Esteves
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America
| | - Jia Nong
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America
| | - Patrick M Glassman
- Department of Pharmaceutical Sciences, Temple University School of Pharmacy, Philadelphia, PA, United States of America
| | - Serena Omo-Lamai
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America
| | - Sarah Ohashi
- Department of Neurology, Yale School of Medicine, New Haven, CT, United States of America
| | - Jacob W Myerson
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America
| | - Marco E Zamora
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America
| | - Xiaonan Ma
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America
| | - Scott E Kasner
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America
| | - Lauren Sansing
- Department of Neurology, Yale School of Medicine, New Haven, CT, United States of America
| | - Vladimir R Muzykantov
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America
| | - Oscar A Marcos-Contreras
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America; Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America.
| | - Jacob S Brenner
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America; Division of Pulmonary Allergy, and Critical Care, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States of America.
| |
Collapse
|
70
|
Wu TC, Liu YL, Chen JH, Ho CH, Zhang Y, Su MY. Prediction of poor outcome in stroke patients using radiomics analysis of intraparenchymal and intraventricular hemorrhage and clinical factors. Neurol Sci 2023; 44:1289-1300. [PMID: 36445541 DOI: 10.1007/s10072-022-06528-4] [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: 05/11/2022] [Accepted: 11/23/2022] [Indexed: 11/30/2022]
Abstract
PURPOSE To build three prognostic models using radiomics analysis of the hemorrhagic lesions, clinical variables, and their combination, to predict the outcome of stroke patients with spontaneous intracerebral hemorrhage (sICH). MATERIALS AND METHODS Eighty-three sICH patients were included. Among them, 40 patients (48.2%) had poor prognosis with modified Rankin scale (mRS) of 5 and 6 at discharge, and the prognostic model was built to differentiate mRS ≤ 4 vs. 5 + 6. The region of interest (ROI) of intraparenchymal hemorrhage (IPH) and intraventricular hemorrhage (IVH) were separately segmented. Features were extracted using PyRadiomics, and the support vector machine was applied to select features and build radiomics models based on IPH and IPH + IVH. The clinical models were built using multivariate logistic regression, and then the radiomics scores were combined with clinical variables to build the combined model. RESULTS When using IPH, the AUC for radiomics, clinical, and combined model was 0.78, 0.82, and 0.87, respectively. When using IPH + IVH, the AUC was increased to 0.80, 0.84, and 0.90, respectively. The combined model had a significantly improved AUC compared to the radiomics by DeLong test. A clinical prognostic model based on the ICH score of 0-1 only achieved AUC of 0.71. CONCLUSIONS The combined model using the radiomics score derived from IPH + IVH and the clinical factors could achieve a high accuracy in prediction of sICH patients with poor outcome, which may be used to assist in making the decision about the optimal care.
Collapse
Affiliation(s)
- Te-Chang Wu
- Department of Medical Imaging, Chi-Mei Medical Center, Tainan, Taiwan.
- Department of Medical Sciences Industry, Chang Jung Christian University, Tainan, Taiwan.
| | - Yan-Lin Liu
- Center for Functional Onco-Imaging of Radiological Sciences, School of Medicine, University of California, Irvine, CA, USA
| | - Jeon-Hor Chen
- Center for Functional Onco-Imaging of Radiological Sciences, School of Medicine, University of California, Irvine, CA, USA
- Department of Radiology, E-DA Hospital, E-DA Cancer Hospital, I-Shou University, Kaohsiung, Taiwan
| | - Chung-Han Ho
- Department of Medical Research, Chi Mei Medical Center, Tainan, Taiwan
- Department of Information Management, Southern Taiwan University of Science and Technology, Tainan, Taiwan
| | - Yang Zhang
- Center for Functional Onco-Imaging of Radiological Sciences, School of Medicine, University of California, Irvine, CA, USA
- Department of Radiation Oncology, Rutgers-Cancer Institute of New Jersey, Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Min-Ying Su
- Center for Functional Onco-Imaging of Radiological Sciences, School of Medicine, University of California, Irvine, CA, USA
| |
Collapse
|
71
|
Rusche T, Wasserthal J, Breit HC, Fischer U, Guzman R, Fiehler J, Psychogios MN, Sporns PB. Machine Learning for Onset Prediction of Patients with Intracerebral Hemorrhage. J Clin Med 2023; 12:jcm12072631. [PMID: 37048712 PMCID: PMC10094957 DOI: 10.3390/jcm12072631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 03/13/2023] [Accepted: 03/30/2023] [Indexed: 04/03/2023] Open
Abstract
Objective: Intracerebral hemorrhage (ICH) has a high mortality and long-term morbidity and thus has a significant overall health–economic impact. Outcomes are especially poor if the exact onset is unknown, but reliable imaging-based methods for onset estimation have not been established. We hypothesized that onset prediction of patients with ICH using artificial intelligence (AI) may be more accurate than human readers. Material and Methods: A total of 7421 computed tomography (CT) datasets between January 2007–July 2021 from the University Hospital Basel with confirmed ICH were extracted and an ICH-segmentation algorithm as well as two classifiers (one with radiomics, one with convolutional neural networks) for onset estimation were trained. The classifiers were trained based on the gold standard of 644 datasets with a known onset of >1 and <48 h. The results of the classifiers were compared to the ratings of two radiologists. Results: Both the AI-based classifiers and the radiologists had poor discrimination of the known onsets, with a mean absolute error (MAE) of 9.77 h (95% CI (confidence interval) = 8.52–11.03) for the convolutional neural network (CNN), 9.96 h (8.68–11.32) for the radiomics model, 13.38 h (11.21–15.74) for rater 1 and 11.21 h (9.61–12.90) for rater 2, respectively. The results of the CNN and radiomics model were both not significantly different to the mean of the known onsets (p = 0.705 and p = 0.423). Conclusions: In our study, the discriminatory power of AI-based classifiers and human readers for onset estimation of patients with ICH was poor. This indicates that accurate AI-based onset estimation of patients with ICH based only on CT-data may be unlikely to change clinical decision making in the near future. Perhaps multimodal AI-based approaches could improve ICH onset prediction and should be considered in future studies.
Collapse
Affiliation(s)
- Thilo Rusche
- Department of Neuroradiology, Clinic of Radiology & Nuclear Medicine, University Hospital Basel, 4031 Basel, Switzerland
- Correspondence:
| | - Jakob Wasserthal
- Department of Neuroradiology, Clinic of Radiology & Nuclear Medicine, University Hospital Basel, 4031 Basel, Switzerland
| | - Hanns-Christian Breit
- Department of Neuroradiology, Clinic of Radiology & Nuclear Medicine, University Hospital Basel, 4031 Basel, Switzerland
| | - Urs Fischer
- Department of Neurology, University Hospital Basel, 4031 Basel, Switzerland
| | - Raphael Guzman
- Department of Neurosurgery, University Hospital Basel, 4031 Basel, Switzerland
| | - Jens Fiehler
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, 55131 Hamburg, Germany
| | - Marios-Nikos Psychogios
- Department of Neuroradiology, Clinic of Radiology & Nuclear Medicine, University Hospital Basel, 4031 Basel, Switzerland
| | - Peter B. Sporns
- Department of Neuroradiology, Clinic of Radiology & Nuclear Medicine, University Hospital Basel, 4031 Basel, Switzerland
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, 55131 Hamburg, Germany
- Department of Radiology and Neuroradiology, Stadtspital Zürich, 8063 Zürich, Switzerland
| |
Collapse
|
72
|
Li Y, Liu X, Chen S, Wang J, Pan C, Li G, Tang Z. Effect of antiplatelet therapy on the incidence, prognosis, and rebleeding of intracerebral hemorrhage. CNS Neurosci Ther 2023; 29:1484-1496. [PMID: 36942509 PMCID: PMC10173719 DOI: 10.1111/cns.14175] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 03/03/2023] [Accepted: 03/03/2023] [Indexed: 03/23/2023] Open
Abstract
OBJECTIVE Antiplatelet medications are increasingly being used for primary and secondary prevention of ischemic attacks owing to the increasing prevalence of ischemic stroke occurrences. Currently, many patients receive antiplatelet therapy (APT) to prevent thromboembolic events. However, long-term use of APT might also lead to an increased occurrence of intracerebral hemorrhage (ICH) and affect the prognosis of patients with ICH. Furthermore, some research suggest that restarting APT for patients who have previously experienced ICH may result in rebleeding events. The precise relationship between APT and ICH remains unknown. METHODS We searched PubMed for the most recent related literature and summarized the findings from various studies. The search terms included "antiplatelet," "intracerebral hemorrhage," "cerebral microbleeds," "hematoma expansion," "recurrent," and "reinitiate." Clinical studies involving human subjects were ultimately included and interpreted in this review, and animal studies were not discussed. RESULTS When individuals are administered APT, the risk of thrombotic events should be weighted against the risk of bleeding. In general, for some patients' concomitant with risk factors of thrombotic events, the advantages of antiplatelet medication may outweigh the inherent risk of rebleeding. However, the use of antiplatelet medications for other patients with a higher risk of bleeding should be carefully evaluated and closely monitored. In the future, a quantifiable system for assessing thrombotic risk and bleeding risk will be necessary. After evaluation, the appropriate time to restart APT for ICH patients should be determined to prevent underlying ischemic stroke events. According to the present study results and expert experience, most patients now restart APT at around 1 week following the onset of ICH. Nevertheless, the precise time to restart APT should be chosen on a case-by-case basis as per the patient's risk of embolic events and recurrent bleeding. More compelling evidence-based medicine evidence is needed in the future. CONCLUSION This review thoroughly discusses the relationship between APT and the development of ICH, the impact of APT on the course and prognosis of ICH patients, and the factors influencing the decision to restart APT after ICH. However, different studies' conclusions are inconsistent due to the differences in quality control. To support future clinical decisions, more large-scale randomized controlled trials are required.
Collapse
Affiliation(s)
- Yunjie Li
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xia Liu
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shiling Chen
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jingyi Wang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Chao Pan
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Gaigai Li
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhouping Tang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| |
Collapse
|
73
|
Puy L, Parry-Jones AR, Sandset EC, Dowlatshahi D, Ziai W, Cordonnier C. Intracerebral haemorrhage. Nat Rev Dis Primers 2023; 9:14. [PMID: 36928219 DOI: 10.1038/s41572-023-00424-7] [Citation(s) in RCA: 51] [Impact Index Per Article: 51.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/03/2023] [Indexed: 03/18/2023]
Abstract
Intracerebral haemorrhage (ICH) is a dramatic condition caused by the rupture of a cerebral vessel and the entry of blood into the brain parenchyma. ICH is a major contributor to stroke-related mortality and dependency: only half of patients survive for 1 year after ICH, and patients who survive have sequelae that affect their quality of life. The incidence of ICH has increased in the past few decades with shifts in the underlying vessel disease over time as vascular prevention has improved and use of antithrombotic agents has increased. The pathophysiology of ICH is complex and encompasses mechanical mass effect, haematoma expansion and secondary injury. Identifying the causes of ICH and predicting the vital and functional outcome of patients and their long-term vascular risk have improved in the past decade; however, no specific treatment is available for ICH. ICH remains a medical emergency, with prevention of haematoma expansion as the key therapeutic target. After discharge, secondary prevention and management of vascular risk factors in patients remains challenging and is based on an individual benefit-risk balance evaluation.
Collapse
Affiliation(s)
- Laurent Puy
- Lille Neuroscience & Cognition (LilNCog) - U1172, University of Lille, Inserm, CHU Lille, Lille, France
| | - Adrian R Parry-Jones
- Geoffrey Jefferson Brain Research Centre, Manchester Academic Health Science Centre, Northern Care Alliance NHS Foundation Trust & University of Manchester, Manchester, UK
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
- Manchester Centre for Clinical Neurosciences, Northern Care Alliance NHS Foundation Trust, Salford, UK
| | - Else Charlotte Sandset
- Department of Neurology, Stroke Unit, Oslo University Hospital, Oslo, Norway
- The Norwegian Air Ambulance Foundation, Oslo, Norway
| | - Dar Dowlatshahi
- Department of Medicine (Neurology), University of Ottawa and Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Wendy Ziai
- Division of Neurocritical Care, Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Charlotte Cordonnier
- Lille Neuroscience & Cognition (LilNCog) - U1172, University of Lille, Inserm, CHU Lille, Lille, France.
| |
Collapse
|
74
|
Xia X, Zhang X, Cui J, Jiang Q, Guan S, Liang K, Wang H, Wang C, Huang C, Dong H, Han K, Meng X. Difference of mean Hounsfield units (dHU) between follow-up and initial noncontrast CT scan predicts 90-day poor outcome in spontaneous supratentorial acute intracerebral hemorrhage with deep convolutional neural networks. Neuroimage Clin 2023; 38:103378. [PMID: 36931003 PMCID: PMC10036865 DOI: 10.1016/j.nicl.2023.103378] [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: 11/27/2022] [Revised: 02/22/2023] [Accepted: 03/09/2023] [Indexed: 03/17/2023]
Abstract
OBJECTIVES This study aimed to investigate the usefulness of a new non-contrast CT scan (NCCT) sign called the dHU, which represented the difference in mean Hounsfield unit values between follow-up and the initial NCCT for predicting 90-day poor functional outcomes in acute supratentorial spontaneous intracerebral hemorrhage(sICH) using deep convolutional neural networks. METHODS A total of 377 consecutive patients with sICH from center 1 and 91 patients from center 2 (external validation set) were included. A receiver operating characteristic (ROC) analysis was performed to determine the critical value of dHU for predicting poor outcome at 90 days. Modified Rankin score (mRS) >3 or >2 was defined as the primary and secondary poor outcome, respectively. Two multivariate models were developed to test whether dHU was an independent predictor of the two unfavorable functional outcomes. RESULTS The ROC analysis showed that a dHU >2.5 was a critical value to predict the poor outcomes (mRS >3) in sICH. The sensitivity, specificity, and accuracy of dHU >2.5 for poor outcome prediction were 37.5%, 86.0%, and 70.6%, respectively. In multivariate models developed after adjusting for all elements of the ICH score and hematoma expansion, dHU >2.5 was an independent predictor of both primary and secondary poor outcomes (OR = 2.61, 95% CI [1.32,5.13], P = 0.006; OR = 2.63, 95% CI [1.36,5.10], P = 0.004, respectively). After adjustment for all possible significant predictors (p < 0.05) by univariate analysis, dHU >2.5 had a positive association with primary and secondary poor outcomes (OR = 3.25, 95% CI [1.52,6.98], P = 0.002; OR = 3.42, 95% CI [1.64,7.15], P = 0.001). CONCLUSIONS The dHU of hematoma based on serial CT scans is independently associated with poor outcomes after acute sICH, which may help predict clinical evolution and guide therapy for sICH patients.
Collapse
Affiliation(s)
- Xiaona Xia
- Department of Radiology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China
| | - Xiaoqian Zhang
- Department of Radiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Jiufa Cui
- Department of Radiology, the Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Qingjun Jiang
- Department of Radiology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China
| | - Shuai Guan
- Department of Radiology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China
| | - Kongming Liang
- Department of Research Collaboration, R&D Center, Beijing Deepwise & League of PHD Technology Co., Ltd., Beijing 100080, China
| | - Hao Wang
- Department of Research Collaboration, R&D Center, Beijing Deepwise & League of PHD Technology Co., Ltd., Beijing 100080, China
| | - Chao Wang
- Department of Radiology, Jiaozhou People's Hospital, Qingdao, China
| | - Chencui Huang
- Department of Research Collaboration, R&D Center, Beijing Deepwise & League of PHD Technology Co., Ltd., Beijing 100080, China
| | - Hao Dong
- Department of Research Collaboration, R&D Center, Beijing Deepwise & League of PHD Technology Co., Ltd., Beijing 100080, China
| | - Kai Han
- Department of Research Collaboration, R&D Center, Beijing Deepwise & League of PHD Technology Co., Ltd., Beijing 100080, China
| | - Xiangshui Meng
- Department of Radiology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China.
| |
Collapse
|
75
|
Weimar C, Thomalla G, Sandalcioglu IE. [Intracerebral Hemorrhage]. FORTSCHRITTE DER NEUROLOGIE-PSYCHIATRIE 2023; 91:104-119. [PMID: 36917974 DOI: 10.1055/a-2000-3783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/15/2023]
Abstract
Intracerebral hemorrhage (ICB) causes approximately 12% of all strokes in Germany and 9-27% of all strokes worldwide 1 2. Epidemiological studies show a decrease in younger individuals mainly due to better antihypertensive management, but there is also an increase in incidence in older individuals due to cerebral amyloid angiopathy and increasing use of anticoagulants 3.
Collapse
|
76
|
Chu H, Huang C, Zhou Z, Tang Y, Dong Q, Guo Q. Inflammatory score predicts early hematoma expansion and poor outcomes in patients with intracerebral hemorrhage. Int J Surg 2023; 109:266-276. [PMID: 37093070 PMCID: PMC10389560 DOI: 10.1097/js9.0000000000000191] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 11/20/2022] [Indexed: 04/25/2023]
Abstract
BACKGROUND This study aimed to develop a prediction score named inflammatory score based on proper integration of several inflammatory markers and investigate whether it was associated with hematoma expansion and poor outcomes in patients with intracerebral hemorrhage (ICH). METHODS This study involved a consecutive series of spontaneous ICH patients of two cohorts admitted within 24 hours after symptom onset. Inflammatory score (0-9) was developed with the combination of neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, monocyte-to-lymphocyte ratio, systemic immune-inflammation index, lactate dehydrogenase, and C-reactive protein. The authors investigated the association between inflammatory score and hematoma expansion and poor outcomes by using univariate and multivariate logistic regression analyses. The optimal cutoff point of inflammatory score was determined by receiver operating characteristic analysis in the development cohort and then validated. RESULTS A total of 301 and 154 ICH patients were enrolled in the development and validation cohorts. Inflammatory score was significantly higher in patients with hematoma expansion and poor outcomes. The multivariate logistic regression analysis revealed inflammatory score was independently associated with hematoma expansion, secondary neurological deterioration within 48 hours, 30-day mortality, and 3-month poor modified Rankin scale (4-6). The diagnostic accuracy of inflammatory score exhibited by area under the curve showed numerically or statistically higher than most of the individual indicators. Moreover, inflammatory score greater than or equal to 5 was selected as the optimal cutoff point, which was further prospectively validated with high diagnostic accuracy. CONCLUSIONS The inflammatory score is a reliable predictor for early hematoma expansion and short-term and long-term poor outcomes with good diagnostic accuracies in ICH patients.
Collapse
Affiliation(s)
- Heling Chu
- Department of Gerontology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine
| | - Chuyi Huang
- Health Management Center, School of Medicine, Renji Hospital, School of Medicine, Shanghai Jiaotong University
| | - Zaiying Zhou
- Center for Statistical Science of Tsinghua University, Beijing, China
| | - Yuping Tang
- Department of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai
| | - Qiang Dong
- Center for Statistical Science of Tsinghua University, Beijing, China
| | - Qihao Guo
- Department of Gerontology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine
| |
Collapse
|
77
|
Al-Ajlan FS, Gladstone DJ, Song D, Thorpe KE, Swartz RH, Butcher KS, Del Campo M, Dowlatshahi D, Gensicke H, Lee GJ, Flaherty ML, Hill MD, Aviv RI, Demchuk AM. Time Course of Early Hematoma Expansion in Acute Spot-Sign Positive Intracerebral Hemorrhage: Prespecified Analysis of the SPOTLIGHT Randomized Clinical Trial. Stroke 2023; 54:715-721. [PMID: 36756899 DOI: 10.1161/strokeaha.121.038475] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Abstract
BACKGROUND In the SPOTLIGHT trial (Spot Sign Selection of Intracerebral Hemorrhage to Guide Hemostatic Therapy), patients with a computed tomography (CT) angiography spot-sign positive acute intracerebral hemorrhage were randomized to rFVIIa (recombinant activated factor VIIa; 80 μg/kg) or placebo within 6 hours of onset, aiming to limit hematoma expansion. Administration of rFVIIa did not significantly reduce hematoma expansion. In this prespecified analysis, we aimed to investigate the impact of delays from baseline imaging to study drug administration on hematoma expansion. METHODS Hematoma volumes were measured on the baseline CT, early post-dose CT, and 24 hours CT scans. Total hematoma volume (intracerebral hemorrhage+intraventricular hemorrhage) change between the 3 scans was calculated as an estimate of how much hematoma expansion occurred before and after studying drug administration. RESULTS Of the 50 patients included in the trial, 44 had an early post-dose CT scan. Median time (interquartile range) from onset to baseline CT was 1.4 hours (1.2-2.6). Median time from baseline CT to study drug was 62.5 (55-80) minutes, and from study drug to early post-dose CT was 19 (14.5-30) minutes. Median (interquartile range) total hematoma volume increased from baseline CT to early post-dose CT by 10.0 mL (-0.7 to 18.5) in the rFVIIa arm and 5.4 mL (1.8-8.3) in the placebo arm (P=0.96). Median volume change between the early post-dose CT and follow-up scan was 0.6 mL (-2.6 to 8.3) in the rFVIIa arm and 0.7 mL (-1.6 to 2.1) in the placebo arm (P=0.98). Total hematoma volume decreased between the early post-dose CT and 24-hour scan in 44.2% of cases (rFVIIa 38.9% and placebo 48%). The adjusted hematoma growth in volume immediately post dose for FVIIa was 0.998 times that of placebo ([95% CI, 0.71-1.43]; P=0.99). The hourly growth in FFVIIa was 0.998 times that for placebo ([95% CI, 0.994-1.003]; P=0.50; Table 3). CONCLUSIONS In the SPOTLIGHT trial, the adjusted hematoma volume growth was not associated with Factor VIIa treatment. Most hematoma expansion occurred between the baseline CT and the early post-dose CT, limiting any potential treatment effect of hemostatic therapy. Future hemostatic trials must treat intracerebral hemorrhage patients earlier from onset, with minimal delay between baseline CT and drug administration. REGISTRATION URL: https://www. CLINICALTRIALS gov; Unique identifier: NCT01359202.
Collapse
Affiliation(s)
- Fahad S Al-Ajlan
- Department of Neurosciences (Neurology), King Faisal Specialist Hospital and Research Center, Alfaisal University, Riyadh, Saudi Arabia (F.S.A.-A.)
| | - David J Gladstone
- Sunnybrook Research Institute, Hurvitz Brain Sciences Program and Department of Medicine, Sunnybrook Health Sciences Centre (D.J.G., R.H.S.).,Department of Medicine (Neurology), University of Toronto, Canada (D.J.G., R.H.S., M.D.C.)
| | - Dongbeom Song
- Calgary Stroke Program, Department of Clinical Neurosciences, Department of Radiology, Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Canada (D.S., G.J.L., M.D.H., A.M.D.)
| | - Kevin E Thorpe
- Applied Health Research Centre, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Dalla Lana School of Public Health, University of Toronto, Canada (K.E.T.)
| | - Rick H Swartz
- Sunnybrook Research Institute, Hurvitz Brain Sciences Program and Department of Medicine, Sunnybrook Health Sciences Centre (D.J.G., R.H.S.).,Department of Medicine (Neurology), University of Toronto, Canada (D.J.G., R.H.S., M.D.C.)
| | - Kenneth S Butcher
- Prince of Wales Clinical School, University of New South Wales, Sydney, AustraliaDepartment of Medicine (Neurology), University of Alberta, Edmonton, Canada (K.S.B.)
| | - Martin Del Campo
- Department of Medicine (Neurology), University of Toronto, Canada (D.J.G., R.H.S., M.D.C.)
| | - Dar Dowlatshahi
- Department of Medicine (Neurology), University of Ottawa and Ottawa Hospital Research Institute, Canada (D.D.)
| | - Henrik Gensicke
- Stroke Center and Neurology, University Hospital Basel, Switzerland (H.G.)
| | - Gloria Jooyoung Lee
- Calgary Stroke Program, Department of Clinical Neurosciences, Department of Radiology, Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Canada (D.S., G.J.L., M.D.H., A.M.D.)
| | - Matthew L Flaherty
- Department of Neurology, University of Cincinnati, OH (M.L.F., R.I.A.). Division of Neuroradiology and Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Canada
| | - Michael D Hill
- Calgary Stroke Program, Department of Clinical Neurosciences, Department of Radiology, Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Canada (D.S., G.J.L., M.D.H., A.M.D.)
| | - Richard I Aviv
- Department of Neurology, University of Cincinnati, OH (M.L.F., R.I.A.). Division of Neuroradiology and Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Canada
| | - Andrew M Demchuk
- Calgary Stroke Program, Department of Clinical Neurosciences, Department of Radiology, Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Canada (D.S., G.J.L., M.D.H., A.M.D.)
| | | |
Collapse
|
78
|
Morotti A, Boulouis G, Dowlatshahi D, Li Q, Shamy M, Al-Shahi Salman R, Rosand J, Cordonnier C, Goldstein JN, Charidimou A. Intracerebral haemorrhage expansion: definitions, predictors, and prevention. Lancet Neurol 2023; 22:159-171. [PMID: 36309041 DOI: 10.1016/s1474-4422(22)00338-6] [Citation(s) in RCA: 41] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 08/04/2022] [Accepted: 08/09/2022] [Indexed: 12/05/2022]
Abstract
Haematoma expansion affects a fifth of patients within 24 h of the onset of acute intracerebral haemorrhage and is associated with death and disability, which makes it an appealing therapeutic target. The time in which active intervention can be done is short as expansion occurs mostly within the first 3 h after onset. Baseline haemorrhage volume, antithrombotic treatment, and CT angiography spot signs are each associated with increased risk of haematoma expansion. Non-contrast CT features are promising predictors of haematoma expansion, but their potential contribution to current models is under investigation. Blood pressure lowering and haemostatic treatment minimise haematoma expansion but have not led to improved functional outcomes in randomised clinical trials. Ultra-early enrolment and selection of participants on the basis of non-contrast CT imaging markers could focus future clinical trials to show clinical benefit in people at high risk of expansion or investigate heterogeneity of treatment effects in clinical trials with broad inclusion criteria.
Collapse
Affiliation(s)
- Andrea Morotti
- Neurology Unit, Department of Neurological Sciences and Vision, Azienda Socio Sanitaria Territoriale Spedali Civili, Brescia, Italy.
| | - Gregoire Boulouis
- Diagnostic and Interventional Neuroradiology Department, University Hospital of Tours, Tours, France
| | - Dar Dowlatshahi
- Department of Medicine, Division of Neurology, University of Ottawa and Ottawa Hospital Research Institute, Ottawa ON, Canada
| | - Qi Li
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Michel Shamy
- Department of Medicine, Division of Neurology, University of Ottawa and Ottawa Hospital Research Institute, Ottawa ON, Canada
| | | | - Jonathan Rosand
- Division of Neurocritical Care, Massachusetts General Hospital, Boston, MA, USA; Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
| | - Charlotte Cordonnier
- Universite Lille, Inserm, CHU Lille, U1172, LilNCog, Lille Neuroscience and Cognition, F-59000 Lille, France
| | - Joshua N Goldstein
- Division of Neurocritical Care, Massachusetts General Hospital, Boston, MA, USA; Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Andreas Charidimou
- Department of Neurology, Boston University Medical Center, Boston University School of Medicine, Boston, MA, USA
| |
Collapse
|
79
|
Morotti A, Busto G, Boulouis G, Scola E, Padovani A, Casetta I, Fainardi E. Added value of non-contrast CT and CT perfusion markers for prediction of intracerebral hemorrhage expansion and outcome. Eur Radiol 2023; 33:690-698. [PMID: 35895123 DOI: 10.1007/s00330-022-08987-x] [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: 12/29/2021] [Revised: 05/20/2022] [Accepted: 06/26/2022] [Indexed: 12/30/2022]
Abstract
OBJECTIVES To test the hypothesis that the combined analysis of non-contrast CT (NCCT) and CT perfusion (CTP) imaging markers improves prediction of hematoma expansion (HE) and outcome in intracerebral hemorrhage (ICH). METHODS Retrospective, single-center analysis of patients with primary ICH undergoing NCCT and CTP within 6 h from onset. NCCT images were assessed for the presence of intrahematomal hypodensity and shape irregularity. Perihematomal cerebral blood volume and spot sign were assessed on CTP. The main outcomes of the analysis were HE (growth > 6 mL and/or > 33%) and poor functional prognosis (90 days modified Rankin Scale 3-6). Predictors of HE and outcome were explored with logistic regression. RESULTS A total of 150 subjects were included (median age 68, 47.1% males) of whom 54 (36%) had HE and 52 (34.7%) had poor outcome. The number of imaging markers on baseline imaging was independently associated with HE (odds ratio 2.66, 95% confidence interval 1.70-4.17, p < 0.001) and outcome (odds ratio 1.64, 95% CI 1.06-2.56, p = 0.027). Patients with the simultaneous presence of all the four markers had the highest risk of HE and unfavorable prognosis (mean predicted probability of 91% and 79% respectively). The combined-markers analysis outperformed the sensitivity of the single markers analyzed separately. In particular, the presence of at least one marker identified patients with HE and poor outcome with 91% and 87% sensitivity respectively. CONCLUSION NCCT and CTP markers provide additional yield in the prediction of HE and ICH outcome. KEY POINTS • Perihematomal hypoperfusion is associated with hematoma expansion and poor outcome in acute intracerebral hemorrhage. • Non-contrast CT and CT perfusion markers improve prediction of hematoma expansion and unfavorable prognosis. • A multimodal CT protocol including CT perfusion will help the identification of patients at high risk of clinical deterioration and poor outcome.
Collapse
Affiliation(s)
- Andrea Morotti
- Neurology Unit, Department of Neurological Sciences and Vision, ASST Spedali Civili, Brescia, P.le Spedali Civili 1, 25100, Brescia, Italy.
| | - Giorgio Busto
- Diagnostic Imaging Unit, Department of Experimental and Clinical Biomedical Sciences, University of Florence, Florence, Italy
| | - Gregoire Boulouis
- Department of Neuroradiology, University Hospital of Tours, Tours, Centre Val de Loire Region, France
| | - Elisa Scola
- Diagnostic Imaging Unit, Department of Experimental and Clinical Biomedical Sciences, University of Florence, Florence, Italy
| | - Alessandro Padovani
- Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Ilaria Casetta
- Section of Neurology, Department of Biomedical and Specialty Surgical Sciences, University of Ferrara, Ferrara, Italy
| | - Enrico Fainardi
- Diagnostic Imaging Unit, Department of Experimental and Clinical Biomedical Sciences, University of Florence, Florence, Italy.,Neuroradiology Unit, Department of Experimental and Clinical Biomedical Sciences, University of Florence, Florence, Italy
| |
Collapse
|
80
|
Xiong Y, Guo X, Huang X, Kang X, Zhou J, Chen C, Pan Z, Wang L, Goldbrunner R, Stavrinou L, Stavrinou P, Lin S, Chen Y, Hu W, Zheng F. Efficacy and safety of tranexamic acid in intracranial haemorrhage: A meta-analysis. PLoS One 2023; 18:e0282726. [PMID: 37000863 PMCID: PMC10065302 DOI: 10.1371/journal.pone.0282726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 02/21/2023] [Indexed: 04/03/2023] Open
Abstract
BACKGROUND Although some studies have shown that tranexamic acid is beneficial to patients with intracranial haemorrhage, the efficacy and safety of tranexamic acid for intracranial haemorrhage remain controversial. METHOD The PubMed, EMBASE, and Cochrane Library databases were systematically searched. The review followed PRISMA guidelines. Data were analyzed using the random-effects model. RESULTS Twenty-five randomized controlled trials were included. Tranexamic acid significantly inhibited hematoma growth in intracranial hemorrhage (ICH) and traumatic brain injury (TBI) patients. (ICH: mean difference -1.76, 95%CI -2.78 to -0.79, I2 = 0%, P < .001; TBI: MD -4.82, 95%CI -8.06 to -1.58, I2 = 0%, P = .004). For subarachnoid hemorrhage (SAH) patients, it significantly decreased the risk of hydrocephalus (OR 1.23, 95%CI 1.01 to 1.50, I2 = 0%, P = .04) and rebleeding (OR, 0.52, 95%CI 0.35 to 0.79, I2 = 56% P = .002). There was no significance in modified Rankin Scale, Glasgow Outcome Scale 3-5, mortality, deep vein thrombosis, pulmonary embolism, or ischemic stroke/transient ischemic. CONCLUSION Tranexamic acid can significantly reduce the risk of intracranial haemorrhage growth in patients with ICH and TBI. Tranexamic acid can reduce the incidence of complications (hydrocephalus, rebleeding) in patients with SAH, which can indirectly improve the quality of life of patients with intracranial haemorrhage.
Collapse
Affiliation(s)
- Yu Xiong
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, Quanzhou, Fujian Province, China
| | - Xiumei Guo
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, Quanzhou, Fujian Province, China
- Department of Neurology, The Second Affiliated Hospital, Fujian Medical University, Quanzhou, Fujian Province, China
| | - Xinyue Huang
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, Quanzhou, Fujian Province, China
| | - Xiaodong Kang
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, Quanzhou, Fujian Province, China
| | - Jianfeng Zhou
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, Quanzhou, Fujian Province, China
| | - Chunhui Chen
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, Quanzhou, Fujian Province, China
| | - Zhigang Pan
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, Quanzhou, Fujian Province, China
| | - Linxing Wang
- Department of Neurology, The Second Affiliated Hospital, Fujian Medical University, Quanzhou, Fujian Province, China
| | - Roland Goldbrunner
- Department of Neurosurgery, Center for Neurosurgery, Faculty of Medicine and University Hospital, University of Cologne, Cologne, Germany
| | - Lampis Stavrinou
- 2nd Department of Neurosurgery, "Attikon" University Hospital, National and Kapodistrian University, Athens Medical School, Athens, Greece
| | - Pantelis Stavrinou
- Department of Neurosurgery, Center for Neurosurgery, Faculty of Medicine and University Hospital, University of Cologne, Cologne, Germany
- Neurosurgery, Metropolitan Hospital, Athens, Greece
| | - Shu Lin
- Centre of Neurological and Metabolic Research, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
- Diabetes and Metabolism Division, Garvan Institute of Medical Research, Sydney, NSW, Australia
- * E-mail: (FZ); (WH); (YC); (SL)
| | - Yuping Chen
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, Quanzhou, Fujian Province, China
- * E-mail: (FZ); (WH); (YC); (SL)
| | - Weipeng Hu
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, Quanzhou, Fujian Province, China
- * E-mail: (FZ); (WH); (YC); (SL)
| | - Feng Zheng
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, Quanzhou, Fujian Province, China
- * E-mail: (FZ); (WH); (YC); (SL)
| |
Collapse
|
81
|
Sun Y, Li Q, Guo H, He Q. Ferroptosis and Iron Metabolism after Intracerebral Hemorrhage. Cells 2022; 12:cells12010090. [PMID: 36611883 PMCID: PMC9818318 DOI: 10.3390/cells12010090] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 12/18/2022] [Accepted: 12/21/2022] [Indexed: 12/28/2022] Open
Abstract
The method of iron-dependent cell death known as ferroptosis is distinct from apoptosis. The suppression of ferroptosis after intracerebral hemorrhage (ICH) will effectively treat ICH and improve prognosis. This paper primarily summarizes the mechanism of ferroptosis after ICH, with an emphasis on lipid peroxidation, the antioxidant system, iron metabolism, and other pathways. In addition, regulatory targets and drug molecules were described. Although there has been some progress in the field of study, there are still numerous gaps. The mechanism by which non-heme iron enters neurons through the blood-brain barrier (BBB), the mitochondrial role in ferroptosis, and the specific mechanism by which lipid peroxidation induces ferroptosis remain unclear and require further study. In addition, the inhibitory effect of many drugs on ferroptosis after ICH has only been demonstrated in basic experiments and must be translated into clinical trials. In summary, research on ferroptosis following ICH will play an important role in the treatment of ICH.
Collapse
Affiliation(s)
- Yuanyuan Sun
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Qian Li
- Department of Rehabilitation, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Hongxiu Guo
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Quanwei He
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
- Correspondence:
| |
Collapse
|
82
|
Huang H, Xin M, Wu X, Liu J, Zhang W, Yang K, Zhang J. The efficacy of tranexamic acid treatment with different time and doses for traumatic brain injury: a systematic review and meta-analysis. Thromb J 2022; 20:79. [PMID: 36529753 PMCID: PMC9762012 DOI: 10.1186/s12959-022-00440-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Accepted: 12/05/2022] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVE Tranexamic acid (TXA) plays a significant role in the treatment of traumatic diseases. However, its effectiveness in patients with traumatic brain injury (TBI) seems to be contradictory, according to the recent publication of several meta-analyses. We aimed to determine the efficacy of TXA treatment at different times and doses for TBI treatment. METHODS PubMed, MEDLINE, EMBASE, Cochrane Library, and Google Scholar were searched for randomized controlled trials that compared TXA and a placebo in adults and adolescents (≥ 15 years of age) with TBI up to January 31, 2022. Two authors independently abstracted the data and assessed the quality of evidence. RESULTS Of the identified 673 studies, 13 involving 18,675 patients met our inclusion criteria. TXA had no effect on mortality (risk ratio (RR) 0.99; 95% confidence interval (CI) 0.92-1.06), adverse events (RR 0.93, 95% Cl 0.76-1.14), severe TBI (Glasgow Coma Scale score from 3 to 8) (RR 0.99, 95% Cl 0.94-1.05), unfavorable Glasgow Outcome Scale (GOS < 4) (RR 0.96, 95% Cl 0.82-1.11), neurosurgical intervention (RR 1.11, 95% Cl 0.89-1.38), or rebleeding (RR 0.97, 95% Cl 0.82-1.16). TXA might reduce the mean hemorrhage volume on subsequent imaging (standardized mean difference, -0.35; 95% CI [-0.62, -0.08]). CONCLUSION TXA at different times and doses was associated with reduced mean bleeding but not with mortality, adverse events, neurosurgical intervention, and rebleeding. More research data is needed on different detection indexes and levels of TXA in patients with TBI, as compared to those not receiving TXA; although the prognostic outcome for all harm outcomes was not affected, the potential for harm was not ruled out. TRIAL REGISTRATION The review protocol was registered in the PROSPERO International Prospective Register of Systematic Reviews (CRD42022300484).
Collapse
Affiliation(s)
- Honghao Huang
- Department of Cardiovascular Surgery, General Hospital of Western Theater Command (Chengdu Military General Hospital), Chengdu, 610036, China
- College of Medicine, Southwest Jiaotong University, Chengdu, 610036, China
| | - Mei Xin
- Department of Cardiovascular Surgery, General Hospital of Western Theater Command (Chengdu Military General Hospital), Chengdu, 610036, China
| | - Xiqiang Wu
- Department of Cardiovascular Surgery, General Hospital of Western Theater Command (Chengdu Military General Hospital), Chengdu, 610036, China
| | - Jian Liu
- Department of Cardiovascular Surgery, General Hospital of Western Theater Command (Chengdu Military General Hospital), Chengdu, 610036, China
| | - Wenxin Zhang
- Department of Cardiovascular Surgery, General Hospital of Western Theater Command (Chengdu Military General Hospital), Chengdu, 610036, China
- College of Medicine, Southwest Jiaotong University, Chengdu, 610036, China
| | - Ke Yang
- Department of Cardiovascular Surgery, General Hospital of Western Theater Command (Chengdu Military General Hospital), Chengdu, 610036, China.
- College of Medicine, Southwest Jiaotong University, Chengdu, 610036, China.
| | - Jinbao Zhang
- Department of Cardiovascular Surgery, General Hospital of Western Theater Command (Chengdu Military General Hospital), Chengdu, 610036, China.
| |
Collapse
|
83
|
Bivens MJ, Fritz CL, Burke RC, Schoenfeld DW, Pope JV. State-by-state estimates of avoidable trauma mortality with early and liberal versus delayed or restricted administration of tranexamic acid. BMC Emerg Med 2022; 22:191. [PMID: 36463125 PMCID: PMC9719138 DOI: 10.1186/s12873-022-00741-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 11/03/2022] [Indexed: 12/04/2022] Open
Abstract
OBJECTIVE Early administration of tranexamic acid (TXA) has been shown to save lives in trauma patients, and some U.S. emergency medical systems (EMS) have begun providing this therapy prehospital. Treatment protocols vary from state to state: Some offer TXA broadly to major trauma patients, others reserve it for patients meeting vital sign criteria, and still others defer TXA entirely pending a hospital evaluation. The purpose of this study is to compare the avoidable mortality achievable under each of these strategies, and to report on the various approaches used by EMS. METHODS We used the National Center for Health Statistics Underlying Cause of Death data to identify a TXA-naïve population of trauma patients who died from 2007 to 2012 due to hemorrhage. We estimated the proportion of deaths where the patient was hypotensive or tachycardic using the National Trauma Data Bank. We used avoidable mortality risk ratios from the landmark CRASH 2 study to calculate lives saved had TXA been given within one hour of injury based on a clinician's gestalt the patient was at risk for significant hemorrhage; had it been reserved only for hypotensive or tachycardic patients; or had it been given between hours one to three of injury, considered here as a surrogate for deferring the question to the receiving hospital. RESULTS Had TXA been given within 1 hour of injury, an average of 3409 deaths per year could have been averted nationally. Had TXA been given between one and three hours after injury, 2236 deaths per year could have been averted. Had TXA only been given to either tachycardic or hypotensive trauma patients, 1371 deaths per year could have been averted. Had TXA only been given to hypotensive trauma patients, 616 deaths per year could have been averted. Similar trends are seen at the individual state level. A review of EMS practices found 15 statewide protocols that allow EMS providers to administer TXA for trauma. CONCLUSION Providing early TXA to persons at risk of significant hemorrhage has the potential to prevent many deaths from trauma, yet most states do not offer it in statewide prehospital treatment protocols.
Collapse
Affiliation(s)
- Matthew J. Bivens
- grid.239395.70000 0000 9011 8547Department of Emergency Medicine, Harvard Medical School, Beth Israel Deaconess Medical Center, MA Boston, USA
| | - Christie L. Fritz
- grid.239395.70000 0000 9011 8547Department of Emergency Medicine, Harvard Medical School, Beth Israel Deaconess Medical Center, MA Boston, USA
| | - Ryan C. Burke
- grid.239395.70000 0000 9011 8547Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA USA
| | - David W. Schoenfeld
- grid.239395.70000 0000 9011 8547Department of Emergency Medicine, Harvard Medical School, Beth Israel Deaconess Medical Center, MA Boston, USA
| | - Jennifer V. Pope
- grid.413480.a0000 0004 0440 749XDepartment of Emergency Medicine, Geisel School of Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, NH USA
| |
Collapse
|
84
|
Seiffge DJ, Polymeris AA, Law ZK, Krishnan K, Zietz A, Thilemann S, Werring D, Al-Shahi Salman R, Dineen RA, Engelter ST, Bath PM, Sprigg N, Lyrer P, Peters N. Cerebral Amyloid Angiopathy and the Risk of Hematoma Expansion. Ann Neurol 2022; 92:921-930. [PMID: 36054211 PMCID: PMC9804369 DOI: 10.1002/ana.26481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Revised: 08/09/2022] [Accepted: 08/12/2022] [Indexed: 01/05/2023]
Abstract
OBJECTIVE We assessed whether hematoma expansion (HE) and favorable outcome differ according to type of intracerebral hemorrhage (ICH). METHODS Among participants with ICH enrolled in the TICH-2 (Tranexamic Acid for Hyperacute Primary Intracerebral Haemorrhage) trial, we assessed baseline scans for hematoma location and presence of cerebral amyloid angiopathy (CAA) using computed tomography (CT, simplified Edinburgh criteria) and magnetic resonance imaging (MRI; Boston criteria) and categorized ICH as lobar CAA, lobar non-CAA, and nonlobar. The main outcomes were HE and favorable functional outcome. We constructed multivariate regression models and assessed treatment effects using interaction terms. RESULTS A total of 2,298 out of 2,325 participants were included with available CT (98.8%; median age = 71 years, interquartile range = 60-80 years; 1,014 female). Additional MRI was available in 219 patients (9.5%). Overall, 1,637 participants (71.2%) had nonlobar ICH; the remaining 661 participants (28.8%) had lobar ICH, of whom 202 patients had lobar CAA-ICH (8.8%, 173 participants according to Edinburgh and 29 participants according to Boston criteria) and 459 did not (lobar non-CAA, 20.0%). For HE, we found a significant interaction of lobar CAA ICH with time from onset to randomization (increasing risk with time, pinteraction < 0.001) and baseline ICH volume (constant risk regardless of volume, pinteraction < 0.001) but no association between type of ICH and risk of HE or favorable outcome. Tranexamic acid significantly reduced the risk of HE (adjusted odds ratio = 0.7, 95% confidence interval = 0.6-1.0, p = 0.020) without statistically significant interaction with type of ICH (pinteraction = 0.058). Tranexamic acid was not associated with favorable outcome. INTERPRETATION Risk of HE in patients with lobar CAA-ICH was not independently increased but seems to have different dynamics compared to other types of ICH. The time window for treatment of CAA-ICH to prevent HE may be longer. ANN NEUROL 2022;92:921-930.
Collapse
Affiliation(s)
- David J Seiffge
- Department of Neurology, Inselspital University Hospital and University of Bern, Bern, Switzerland
| | - Alexandros A Polymeris
- Department of Neurology and Stroke Center, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Zhe Kang Law
- Stroke Trials Unit, University of Nottingham, Nottingham, UK.,Department of Medicine, National University of Malaysia, Bangi, Malaysia
| | - Kailash Krishnan
- Stroke Trials Unit, University of Nottingham, Nottingham, UK.,Stroke, Nottingham University Hospitals National Health Service Trust, Nottingham, UK
| | - Annaelle Zietz
- Department of Neurology and Stroke Center, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Sebastian Thilemann
- Department of Neurology and Stroke Center, University Hospital Basel and University of Basel, Basel, Switzerland
| | - David Werring
- Stroke Research Centre, University College London Queen Square Institute of Neurology, London, UK
| | | | - Robert A Dineen
- Radiological Sciences, University of Nottingham, Nottingham, UK.,National Institute for Health Research Nottingham Biomedical Research Centre, Nottingham, UK
| | - Stefan T Engelter
- Department of Neurology and Stroke Center, University Hospital Basel and University of Basel, Basel, Switzerland.,Neurology and Neurorehabilitation, University Hospital for Geriatric Medicine Felix Platter, University of Basel, Basel, Switzerland
| | - Philip M Bath
- Stroke Trials Unit, University of Nottingham, Nottingham, UK.,Stroke, Nottingham University Hospitals National Health Service Trust, Nottingham, UK
| | - Nikola Sprigg
- Stroke Trials Unit, University of Nottingham, Nottingham, UK.,Stroke, Nottingham University Hospitals National Health Service Trust, Nottingham, UK
| | - Philippe Lyrer
- Department of Neurology and Stroke Center, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Nils Peters
- Department of Neurology and Stroke Center, University Hospital Basel and University of Basel, Basel, Switzerland.,Neurology and Neurorehabilitation, University Hospital for Geriatric Medicine Felix Platter, University of Basel, Basel, Switzerland.,Stroke Center, Hirslanden Clinic, Zürich, Switzerland
| | | |
Collapse
|
85
|
Hillal A, Ullberg T, Ramgren B, Wassélius J. Computed tomography in acute intracerebral hemorrhage: neuroimaging predictors of hematoma expansion and outcome. Insights Imaging 2022; 13:180. [DOI: 10.1186/s13244-022-01309-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 09/24/2022] [Indexed: 11/24/2022] Open
Abstract
AbstractIntracerebral hemorrhage (ICH) accounts for 10–20% of all strokes worldwide and is associated with serious outcomes, including a 30-day mortality rate of up to 40%. Neuroimaging is pivotal in diagnosing ICH as early detection and determination of underlying cause, and risk for expansion/rebleeding is essential in providing the correct treatment. Non-contrast computed tomography (NCCT) is the most used modality for detection of ICH, identification of prognostic markers and measurements of hematoma volume, all of which are of major importance to predict outcome. The strongest predictors of 30-day mortality and functional outcome for ICH patients are baseline hematoma volume and hematoma expansion. Even so, exact hematoma measurement is rare in clinical routine practice, primarily due to a lack of tools available for fast, effective, and reliable volumetric tools. In this educational review, we discuss neuroimaging findings for ICH from NCCT images, and their prognostic value, as well as the use of semi-automatic and fully automated hematoma volumetric methods and assessment of hematoma expansion in prognostic studies.
Collapse
|
86
|
Kok YE, Pszczolkowski S, Law ZK, Ali A, Krishnan K, Bath PM, Sprigg N, Dineen RA, French AP. Semantic Segmentation of Spontaneous Intracerebral Hemorrhage, Intraventricular Hemorrhage, and Associated Edema on CT Images Using Deep Learning. Radiol Artif Intell 2022; 4:e220096. [PMID: 36523645 PMCID: PMC9745441 DOI: 10.1148/ryai.220096] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 08/30/2022] [Accepted: 09/12/2022] [Indexed: 11/11/2022]
Abstract
This study evaluated deep learning algorithms for semantic segmentation and quantification of intracerebral hemorrhage (ICH), perihematomal edema (PHE), and intraventricular hemorrhage (IVH) on noncontrast CT scans of patients with spontaneous ICH. Models were assessed on 1732 annotated baseline noncontrast CT scans obtained from the Tranexamic Acid for Hyperacute Primary Intracerebral Haemorrhage (ie, TICH-2) international multicenter trial (ISRCTN93732214), and different loss functions using a three-dimensional no-new-U-Net (nnU-Net) were examined to address class imbalance (30% of participants with IVH in dataset). On the test cohort (n = 174, 10% of dataset), the top-performing models achieved median Dice similarity coefficients of 0.92 (IQR, 0.89-0.94), 0.66 (0.58-0.71), and 1.00 (0.87-1.00), respectively, for ICH, PHE, and IVH segmentation. U-Net-based networks showed comparable, satisfactory performances on ICH and PHE segmentations (P > .05), but all nnU-Net variants achieved higher accuracy than the Brain Lesion Analysis and Segmentation Tool for CT (BLAST-CT) and DeepLabv3+ for all labels (P < .05). The Focal model showed improved performance in IVH segmentation compared with the Tversky, two-dimensional nnU-Net, U-Net, BLAST-CT, and DeepLabv3+ models (P < .05). Focal achieved concordance values of 0.98, 0.88, and 0.99 for ICH, PHE, and ICH volumes, respectively. The mean volumetric differences between the ground truth and prediction were 0.32 mL (95% CI: -8.35, 9.00), 1.14 mL (-9.53, 11.8), and 0.06 mL (-1.71, 1.84), respectively. In conclusion, U-Net-based networks provide accurate segmentation on CT images of spontaneous ICH, and Focal loss can address class imbalance. International Clinical Trials Registry Platform (ICTRP) no. ISRCTN93732214 Supplemental material is available for this article. © RSNA, 2022 Keywords: Head/Neck, Brain/Brain Stem, Hemorrhage, Segmentation, Quantification, Convolutional Neural Network (CNN), Deep Learning Algorithms, Machine Learning Algorithms.
Collapse
Affiliation(s)
- Yong En Kok
- Computer Vision Laboratory, School of Computer Science (Y.E.K., A.P.F.), Department of Radiological Sciences, Mental Health & Clinical Neuroscience (S.P., R.A.D.), Stroke Trials Unit, Mental Health & Clinical Neuroscience (Z.K.L., K.K., P.M.B., N.S.), and Sir Peter Mansfield Imaging Centre (R.A.D.), University of Nottingham, Jubilee Campus, 7301 Wollaton Rd, Lenton, Nottingham NG8 1BB, England; NIHR Nottingham Biomedical Research Centre, Nottingham, England (S.P., R.A.D.); Department of Medicine, National University of Malaysia, Kuala Lumpur, Malaysia (Z.K.L.); School of Medical Imaging, Universiti Sultan Zainal Abidin, Terengganu, Malaysia (A.A.); and Stroke, Nottingham University Hospitals NHS Trust, Nottingham, England (K.K., P.M.B., N.S.)
| | - Stefan Pszczolkowski
- Computer Vision Laboratory, School of Computer Science (Y.E.K., A.P.F.), Department of Radiological Sciences, Mental Health & Clinical Neuroscience (S.P., R.A.D.), Stroke Trials Unit, Mental Health & Clinical Neuroscience (Z.K.L., K.K., P.M.B., N.S.), and Sir Peter Mansfield Imaging Centre (R.A.D.), University of Nottingham, Jubilee Campus, 7301 Wollaton Rd, Lenton, Nottingham NG8 1BB, England; NIHR Nottingham Biomedical Research Centre, Nottingham, England (S.P., R.A.D.); Department of Medicine, National University of Malaysia, Kuala Lumpur, Malaysia (Z.K.L.); School of Medical Imaging, Universiti Sultan Zainal Abidin, Terengganu, Malaysia (A.A.); and Stroke, Nottingham University Hospitals NHS Trust, Nottingham, England (K.K., P.M.B., N.S.)
| | - Zhe Kang Law
- Computer Vision Laboratory, School of Computer Science (Y.E.K., A.P.F.), Department of Radiological Sciences, Mental Health & Clinical Neuroscience (S.P., R.A.D.), Stroke Trials Unit, Mental Health & Clinical Neuroscience (Z.K.L., K.K., P.M.B., N.S.), and Sir Peter Mansfield Imaging Centre (R.A.D.), University of Nottingham, Jubilee Campus, 7301 Wollaton Rd, Lenton, Nottingham NG8 1BB, England; NIHR Nottingham Biomedical Research Centre, Nottingham, England (S.P., R.A.D.); Department of Medicine, National University of Malaysia, Kuala Lumpur, Malaysia (Z.K.L.); School of Medical Imaging, Universiti Sultan Zainal Abidin, Terengganu, Malaysia (A.A.); and Stroke, Nottingham University Hospitals NHS Trust, Nottingham, England (K.K., P.M.B., N.S.)
| | - Azlinawati Ali
- Computer Vision Laboratory, School of Computer Science (Y.E.K., A.P.F.), Department of Radiological Sciences, Mental Health & Clinical Neuroscience (S.P., R.A.D.), Stroke Trials Unit, Mental Health & Clinical Neuroscience (Z.K.L., K.K., P.M.B., N.S.), and Sir Peter Mansfield Imaging Centre (R.A.D.), University of Nottingham, Jubilee Campus, 7301 Wollaton Rd, Lenton, Nottingham NG8 1BB, England; NIHR Nottingham Biomedical Research Centre, Nottingham, England (S.P., R.A.D.); Department of Medicine, National University of Malaysia, Kuala Lumpur, Malaysia (Z.K.L.); School of Medical Imaging, Universiti Sultan Zainal Abidin, Terengganu, Malaysia (A.A.); and Stroke, Nottingham University Hospitals NHS Trust, Nottingham, England (K.K., P.M.B., N.S.)
| | - Kailash Krishnan
- Computer Vision Laboratory, School of Computer Science (Y.E.K., A.P.F.), Department of Radiological Sciences, Mental Health & Clinical Neuroscience (S.P., R.A.D.), Stroke Trials Unit, Mental Health & Clinical Neuroscience (Z.K.L., K.K., P.M.B., N.S.), and Sir Peter Mansfield Imaging Centre (R.A.D.), University of Nottingham, Jubilee Campus, 7301 Wollaton Rd, Lenton, Nottingham NG8 1BB, England; NIHR Nottingham Biomedical Research Centre, Nottingham, England (S.P., R.A.D.); Department of Medicine, National University of Malaysia, Kuala Lumpur, Malaysia (Z.K.L.); School of Medical Imaging, Universiti Sultan Zainal Abidin, Terengganu, Malaysia (A.A.); and Stroke, Nottingham University Hospitals NHS Trust, Nottingham, England (K.K., P.M.B., N.S.)
| | - Philip M Bath
- Computer Vision Laboratory, School of Computer Science (Y.E.K., A.P.F.), Department of Radiological Sciences, Mental Health & Clinical Neuroscience (S.P., R.A.D.), Stroke Trials Unit, Mental Health & Clinical Neuroscience (Z.K.L., K.K., P.M.B., N.S.), and Sir Peter Mansfield Imaging Centre (R.A.D.), University of Nottingham, Jubilee Campus, 7301 Wollaton Rd, Lenton, Nottingham NG8 1BB, England; NIHR Nottingham Biomedical Research Centre, Nottingham, England (S.P., R.A.D.); Department of Medicine, National University of Malaysia, Kuala Lumpur, Malaysia (Z.K.L.); School of Medical Imaging, Universiti Sultan Zainal Abidin, Terengganu, Malaysia (A.A.); and Stroke, Nottingham University Hospitals NHS Trust, Nottingham, England (K.K., P.M.B., N.S.)
| | - Nikola Sprigg
- Computer Vision Laboratory, School of Computer Science (Y.E.K., A.P.F.), Department of Radiological Sciences, Mental Health & Clinical Neuroscience (S.P., R.A.D.), Stroke Trials Unit, Mental Health & Clinical Neuroscience (Z.K.L., K.K., P.M.B., N.S.), and Sir Peter Mansfield Imaging Centre (R.A.D.), University of Nottingham, Jubilee Campus, 7301 Wollaton Rd, Lenton, Nottingham NG8 1BB, England; NIHR Nottingham Biomedical Research Centre, Nottingham, England (S.P., R.A.D.); Department of Medicine, National University of Malaysia, Kuala Lumpur, Malaysia (Z.K.L.); School of Medical Imaging, Universiti Sultan Zainal Abidin, Terengganu, Malaysia (A.A.); and Stroke, Nottingham University Hospitals NHS Trust, Nottingham, England (K.K., P.M.B., N.S.)
| | - Robert A Dineen
- Computer Vision Laboratory, School of Computer Science (Y.E.K., A.P.F.), Department of Radiological Sciences, Mental Health & Clinical Neuroscience (S.P., R.A.D.), Stroke Trials Unit, Mental Health & Clinical Neuroscience (Z.K.L., K.K., P.M.B., N.S.), and Sir Peter Mansfield Imaging Centre (R.A.D.), University of Nottingham, Jubilee Campus, 7301 Wollaton Rd, Lenton, Nottingham NG8 1BB, England; NIHR Nottingham Biomedical Research Centre, Nottingham, England (S.P., R.A.D.); Department of Medicine, National University of Malaysia, Kuala Lumpur, Malaysia (Z.K.L.); School of Medical Imaging, Universiti Sultan Zainal Abidin, Terengganu, Malaysia (A.A.); and Stroke, Nottingham University Hospitals NHS Trust, Nottingham, England (K.K., P.M.B., N.S.)
| | - Andrew P French
- Computer Vision Laboratory, School of Computer Science (Y.E.K., A.P.F.), Department of Radiological Sciences, Mental Health & Clinical Neuroscience (S.P., R.A.D.), Stroke Trials Unit, Mental Health & Clinical Neuroscience (Z.K.L., K.K., P.M.B., N.S.), and Sir Peter Mansfield Imaging Centre (R.A.D.), University of Nottingham, Jubilee Campus, 7301 Wollaton Rd, Lenton, Nottingham NG8 1BB, England; NIHR Nottingham Biomedical Research Centre, Nottingham, England (S.P., R.A.D.); Department of Medicine, National University of Malaysia, Kuala Lumpur, Malaysia (Z.K.L.); School of Medical Imaging, Universiti Sultan Zainal Abidin, Terengganu, Malaysia (A.A.); and Stroke, Nottingham University Hospitals NHS Trust, Nottingham, England (K.K., P.M.B., N.S.)
| |
Collapse
|
87
|
Zhao M, Huang W, Huang S, Lin F, He Q, Zheng Y, Gao Z, Cai L, Ye G, Chen R, Wu S, Fang W, Wang D, Lin Y, Kang D, Yu L. Quantitative hematoma heterogeneity associated with hematoma growth in patients with early intracerebral hemorrhage. Front Neurol 2022; 13:999223. [PMID: 36341120 PMCID: PMC9634162 DOI: 10.3389/fneur.2022.999223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 09/27/2022] [Indexed: 11/24/2022] Open
Abstract
Background Early hematoma growth is associated with poor functional outcomes in patients with intracerebral hemorrhage (ICH). We aimed to explore whether quantitative hematoma heterogeneity in non-contrast computed tomography (NCCT) can predict early hematoma growth. Methods We used data from the Risk Stratification and Minimally Invasive Surgery in Acute Intracerebral Hemorrhage (Risa-MIS-ICH) trial. Our study included patients with ICH with a time to baseline NCCT <12 h and a follow-up CT duration <72 h. To get a Hounsfield unit histogram and the coefficient of variation (CV) of Hounsfield units (HUs), the hematoma was segmented by software using the auto-segmentation function. Quantitative hematoma heterogeneity is represented by the CV of hematoma HUs. Multivariate logistic regression was utilized to determine hematoma growth parameters. The discriminant score predictive value was assessed using the area under the ROC curve (AUC). The best cutoff was determined using ROC curves. Hematoma growth was defined as a follow-up CT hematoma volume increase of >6 mL or a hematoma volume increase of 33% compared with the baseline NCCT. Results A total of 158 patients were enrolled in the study, of which 31 (19.6%) had hematoma growth. The multivariate logistic regression analysis revealed that time to initial baseline CT (P = 0.040, odds ratio [OR]: 0.824, 95 % confidence interval [CI]: 0.686–0.991), “heterogeneous” in the density category (P = 0.027, odds ratio [OR]: 5.950, 95 % confidence interval [CI]: 1.228–28.828), and CV of hematoma HUs (P = 0.018, OR: 1.301, 95 % CI: 1.047–1.617) were independent predictors of hematoma growth. By evaluating the receiver operating characteristic curve, the CV of hematoma HUs (AUC = 0.750) has a superior predictive value for hematoma growth than for heterogeneous density (AUC = 0.638). The CV of hematoma HUs had an 18% cutoff, with a specificity of 81.9 % and a sensitivity of 58.1 %. Conclusion The CV of hematoma HUs can serve as a quantitative hematoma heterogeneity index that predicts hematoma growth in patients with early ICH independently.
Collapse
Affiliation(s)
- Mingpei Zhao
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Wei Huang
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Shuna Huang
- Clinical Research and Translation Center, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Fuxin Lin
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Clinical Research and Translation Center, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Provincial Clinical Research Center for Neurological Diseases, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Qiu He
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Yan Zheng
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Zhuyu Gao
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Lveming Cai
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Gengzhao Ye
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Renlong Chen
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Siying Wu
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Wenhua Fang
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Provincial Clinical Research Center for Neurological Diseases, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Dengliang Wang
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Provincial Clinical Research Center for Neurological Diseases, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Yuanxiang Lin
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Provincial Clinical Research Center for Neurological Diseases, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Dezhi Kang
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Clinical Research and Translation Center, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Provincial Clinical Research Center for Neurological Diseases, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Dezhi Kang
| | - Lianghong Yu
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Provincial Clinical Research Center for Neurological Diseases, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- *Correspondence: Lianghong Yu
| |
Collapse
|
88
|
Luo J, Chen Y, Tang G, Li Z, Yang X, Shang X, Huang T, Huang G, Wang L, Han Y, Zhou Y, Wang C, Wu B, Guo Q, Gong B, Li M, Wang R, Yang J, Cui W, Zhong J, Zhong LL, Guo J. Gut microbiota composition reflects disease progression, severity and outcome, and dysfunctional immune responses in patients with hypertensive intracerebral hemorrhage. Front Immunol 2022; 13:869846. [PMID: 36439158 PMCID: PMC9699794 DOI: 10.3389/fimmu.2022.869846] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Accepted: 06/08/2022] [Indexed: 07/28/2023] Open
Abstract
OBJECTIVE In this study, we aimed to explore the alterations in gut microbiota composition and cytokine responses related to disease progression, severity, and outcomes in patients with hypertensive intracerebral hemorrhage (ICH). METHODS Fecal microbiota communities of 64 patients with ICH, 46 coronary heart disease controls, and 23 healthy controls were measured by sequencing the V3-V4 region of the 16S ribosomal RNA (16S rRNA) gene. Serum concentrations of a broad spectrum of cytokines were examined by liquid chips and ELISA. Relationships between clinical phenotypes, microbiotas, and cytokine responses were analyzed in the group with ICH and stroke-associated pneumonia (SAP), the major complication of ICH. RESULTS In comparison with the control groups, the gut microbiota of the patients with ICH had increased microbial richness and diversity, an expanded spectrum of facultative anaerobes and opportunistic pathogens, and depletion of anaerobes. Enterococcus enrichment and Prevotella depletion were more significant in the ICH group and were associated with the severity and functional outcome of ICH. Furthermore, Enterococcus enrichment and Prevotella depletion were also noted in the SAP group in contrast to the non-SAP group. Enterococci were also promising factors in the prognosis of ICH. The onset of ICH induced massive, rapid activation of the peripheral immune system. There were 12 cytokines (Eotaxin, GM-CSF, IL-8, IL-9, IL-10, IL-12p70, IL-15, IL-23, IL-1RA, IP-10, RANTES, and TNF-α) changed significantly with prolongation of ICH, and the Th2 responses correlated with the 90-day outcomes. Cytokines TNF-α, IP-10, IL-1RA, IL-8, IL-18, and MIP-1β in SAP group significantly differed from non-SAP group. Among these cytokines, only IP-10 levels decreased in the SAP group. Enterococcus was positively associated with IL-1RA and negatively associated with IP-10, while Prevotella was inversely associated in both the ICH and SAP groups. CONCLUSION This study revealed that gut dysbiosis with enriched Enterococcus and depleted Prevotella increased the risk of ICH and subsequently SAP. The altered gut microbiota composition and serum cytokine profiles are potential biomarkers that reflect the inciting physiologic insult/stress involved with ICH.
Collapse
Affiliation(s)
- Jielian Luo
- The Second Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Yang Chen
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
- State Key Laboratory of Dampness Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Guanghai Tang
- Department of Neurology, Shenyang Second Hospital of Traditional Chinese Medicine, Shenyang, China
| | - Zhuo Li
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
- Genetic Testing Lab, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xiaobo Yang
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
- State Key Laboratory of Dampness Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
- Guangdong Provincial Key Laboratory of Clinical Research on Traditional Chinese Medicine Syndrome, Guangzhou, China
| | - Xiaoxiao Shang
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
- State Key Laboratory of Dampness Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Tao Huang
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
- Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Gan Huang
- Department of Neurology, Yangjiang Hospital of Traditional Chinese Medicine, Yangjiang, China
| | - Lixin Wang
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
- Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yun Han
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
- Department of Intensive Care Unit, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yuexiang Zhou
- Department of Community Healthcare Service, Shenzhen FuYong People’s Hospital, Shenzhen, China
| | - Chuyang Wang
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
- Biological Resource Center, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Bin Wu
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
- Genetic Testing Lab, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Qihua Guo
- The Second Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Baoying Gong
- The Second Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Mengzhen Li
- The Second Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Ruihua Wang
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
- The Fourth Affiliated Hospital of Guangzhou Medical University Research Team of Traditional Chinese Medicine for the Prevention and Treatment of Cerebral Hemorrhage, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Jiecong Yang
- The Second Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Wanzhen Cui
- The Second Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Jianbin Zhong
- Department of Neurology, The Fourth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Linda Ld Zhong
- Hong Kong Chinese Medicine Clinical Study Centre, School of Chinese Medicine, Hong Kong Baptist University, Hong Kong, Hong Kong SAR, China
| | - Jianwen Guo
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
- State Key Laboratory of Dampness Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
- Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| |
Collapse
|
89
|
Molecular, Pathological, Clinical, and Therapeutic Aspects of Perihematomal Edema in Different Stages of Intracerebral Hemorrhage. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2022; 2022:3948921. [PMID: 36164392 PMCID: PMC9509250 DOI: 10.1155/2022/3948921] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Revised: 08/17/2022] [Accepted: 09/03/2022] [Indexed: 02/07/2023]
Abstract
Acute intracerebral hemorrhage (ICH) is a devastating type of stroke worldwide. Neuronal destruction involved in the brain damage process caused by ICH includes a primary injury formed by the mass effect of the hematoma and a secondary injury induced by the degradation products of a blood clot. Additionally, factors in the coagulation cascade and complement activation process also contribute to secondary brain injury by promoting the disruption of the blood-brain barrier and neuronal cell degeneration by enhancing the inflammatory response, oxidative stress, etc. Although treatment options for direct damage are limited, various strategies have been proposed to treat secondary injury post-ICH. Perihematomal edema (PHE) is a potential surrogate marker for secondary injury and may contribute to poor outcomes after ICH. Therefore, it is essential to investigate the underlying pathological mechanism, evolution, and potential therapeutic strategies to treat PHE. Here, we review the pathophysiology and imaging characteristics of PHE at different stages after acute ICH. As illustrated in preclinical and clinical studies, we discussed the merits and limitations of varying PHE quantification protocols, including absolute PHE volume, relative PHE volume, and extension distance calculated with images and other techniques. Importantly, this review summarizes the factors that affect PHE by focusing on traditional variables, the cerebral venous drainage system, and the brain lymphatic drainage system. Finally, to facilitate translational research, we analyze why the relationship between PHE and the functional outcome of ICH is currently controversial. We also emphasize promising therapeutic approaches that modulate multiple targets to alleviate PHE and promote neurologic recovery after acute ICH.
Collapse
|
90
|
Hvas CL, Hvas AM. Viscoelastic Testing in the Clinical Management of Subarachnoid Hemorrhage and Intracerebral Hemorrhage. Semin Thromb Hemost 2022; 48:828-841. [PMID: 36100233 DOI: 10.1055/s-0042-1756191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
Subarachnoid hemorrhage (SAH) and intracerebral hemorrhage (ICH) are both debilitating and life-threatening incidents calling for immediate action and treatment. This review focuses on the applicability of viscoelastic testing (rotational thromboelastometry or thromboelastography [TEG]) in the management of SAH and ICH. A systematic literature search was performed in PubMed and EMBASE. Studies including patients with SAH or ICH, in which viscoelastic testing was performed, were identified. In total, 24 studies were included for analysis, and further subdivided into studies on SAH patients investigated prior to stenting or coiling (n = 12), ICH patients (n = 8) and studies testing patients undergoing stenting or coiling, or ischemic stroke patients undergoing thrombolysis or thrombectomy and developing ICH as a complication (n = 5). SAH patients had increased clot firmness, and this was associated with a higher degree of early brain injury and higher Hunt-Hess score. SAH patients with delayed cerebral ischemia had higher clot firmness than patients not developing delayed cerebral ischemia. ICH patients showed accelerated clot formation and increased clot firmness in comparison to healthy controls. Patients with hematoma expansion had longer clot initiation and lower platelet aggregation than patients with no hematoma expansion. During stent procedures for SAH, adjustment of antiplatelet therapy according to TEG platelet mapping did not change prevalence of major bleeding, thromboembolic events, or functional outcome. Viscoelastic testing prior to thrombolysis showed conflicting results in predicting ICH as complication. In conclusion, viscoelastic testing suggests hypercoagulation following SAH and ICH. Further investigation of the predictive value of increased clot firmness in SAH seems relevant. In ICH, the prediction of hematoma expansion and ICH as a complication to thrombolysis might be clinically relevant.
Collapse
Affiliation(s)
- Christine Lodberg Hvas
- Department of Anesthesiology and Intensive Care, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | | |
Collapse
|
91
|
Patel PA, Wyrobek JA, Butwick AJ, Pivalizza EG, Hare GMT, Mazer CD, Goobie SM. Update on Applications and Limitations of Perioperative Tranexamic Acid. Anesth Analg 2022; 135:460-473. [PMID: 35977357 DOI: 10.1213/ane.0000000000006039] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Tranexamic acid (TXA) is a potent antifibrinolytic with documented efficacy in reducing blood loss and allogeneic red blood cell transfusion in several clinical settings. With a growing emphasis on patient blood management, TXA has become an integral aspect of perioperative blood conservation strategies. While clinical applications of TXA in the perioperative period are expanding, routine use in select clinical scenarios should be supported by evidence for efficacy. Furthermore, questions regarding optimal dosing without increased risk of adverse events such as thrombosis or seizures should be answered. Therefore, ongoing investigations into TXA utilization in cardiac surgery, obstetrics, acute trauma, orthopedic surgery, neurosurgery, pediatric surgery, and other perioperative settings continue. The aim of this review is to provide an update on the current applications and limitations of TXA use in the perioperative period.
Collapse
Affiliation(s)
- Prakash A Patel
- From the Department of Anesthesiology, Yale University School of Medicine, New Haven, Connecticut
| | - Julie A Wyrobek
- Department of Anesthesiology and Perioperative Medicine, University of Rochester School of Medicine and Dentistry, Rochester, New York
| | - Alexander J Butwick
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Evan G Pivalizza
- Department of Anesthesiology, McGovern Medical School, University of Texas Health Science Center, Houston, Texas
| | - Gregory M T Hare
- Department of Anesthesia, St. Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | - C David Mazer
- Department of Anesthesia, St. Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Susan M Goobie
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| |
Collapse
|
92
|
Nehme A, Ducroux C, Panzini MA, Bard C, Bereznyakova O, Boisseau W, Deschaintre Y, Diestro JDB, Guilbert F, Jacquin G, Maallah MT, Nelson K, Padilha IG, Poppe AY, Rioux B, Roy D, Touma L, Weill A, Gioia LC, Létourneau-Guillon L. Non-contrast CT markers of intracerebral hematoma expansion: a reliability study. Eur Radiol 2022; 32:6126-6135. [PMID: 35348859 DOI: 10.1007/s00330-022-08710-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 02/21/2022] [Accepted: 03/01/2022] [Indexed: 01/19/2023]
Abstract
OBJECTIVES We evaluated whether clinicians agree in the detection of non-contrast CT markers of intracerebral hemorrhage (ICH) expansion. METHODS From our local dataset, we randomly sampled 60 patients diagnosed with spontaneous ICH. Fifteen physicians and trainees (Stroke Neurology, Interventional and Diagnostic Neuroradiology) were trained to identify six density (Barras density, black hole, blend, hypodensity, fluid level, swirl) and three shape (Barras shape, island, satellite) expansion markers, using standardized definitions. Thirteen raters performed a second assessment. Inter- and intra-rater agreement were measured using Gwet's AC1, with a coefficient > 0.60 indicating substantial to almost perfect agreement. RESULTS Almost perfect inter-rater agreement was observed for the swirl (0.85, 95% CI: 0.78-0.90) and fluid level (0.84, 95% CI: 0.76-0.90) markers, while the hypodensity (0.67, 95% CI: 0.56-0.76) and blend (0.62, 95% CI: 0.51-0.71) markers showed substantial agreement. Inter-rater agreement was otherwise moderate, and comparable between density and shape markers. Inter-rater agreement was lower for the three markers that require the rater to identify one specific axial slice (Barras density, Barras shape, island: 0.46, 95% CI: 0.40-0.52 versus others: 0.60, 95% CI: 0.56-0.63). Inter-observer agreement did not differ when stratified for raters' experience, hematoma location, volume, or anticoagulation status. Intra-rater agreement was substantial to almost perfect for all but the black hole marker. CONCLUSION In a large sample of raters with different backgrounds and expertise levels, only four of nine non-contrast CT markers of ICH expansion showed substantial to almost perfect inter-rater agreement. KEY POINTS • In a sample of 15 raters and 60 patients, only four of nine non-contrast CT markers of ICH expansion showed substantial to almost perfect inter-rater agreement (Gwet's AC1> 0.60). • Intra-rater agreement was substantial to almost perfect for eight of nine hematoma expansion markers. • Only the blend, fluid level, and swirl markers achieved substantial to almost perfect agreement across all three measures of reliability (inter-rater agreement, intra-rater agreement, agreement with the results of a reference reading).
Collapse
Affiliation(s)
- Ahmad Nehme
- Neurovascular Health Program, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada.
| | - Célina Ducroux
- Neurovascular Health Program, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Marie-Andrée Panzini
- Neurovascular Health Program, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Céline Bard
- Département de Radiologie, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Olena Bereznyakova
- Neurovascular Health Program, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
- Axe Neurosciences, Centre de Recherche du CHUM (CRCHUM), Montréal, Québec, Canada
- Département de Neurosciences, Université de Montréal, Montréal, Québec, Canada
| | - William Boisseau
- Département de Radiologie, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Yan Deschaintre
- Neurovascular Health Program, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
- Axe Neurosciences, Centre de Recherche du CHUM (CRCHUM), Montréal, Québec, Canada
- Département de Neurosciences, Université de Montréal, Montréal, Québec, Canada
| | | | - François Guilbert
- Département de Radiologie, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Grégory Jacquin
- Neurovascular Health Program, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
- Axe Neurosciences, Centre de Recherche du CHUM (CRCHUM), Montréal, Québec, Canada
- Département de Neurosciences, Université de Montréal, Montréal, Québec, Canada
| | - Mohamed Taoubane Maallah
- Département de Radiologie, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Kristoff Nelson
- Département de Radiologie, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Igor Gomes Padilha
- Département de Radiologie, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Alexandre Y Poppe
- Neurovascular Health Program, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
- Axe Neurosciences, Centre de Recherche du CHUM (CRCHUM), Montréal, Québec, Canada
- Département de Neurosciences, Université de Montréal, Montréal, Québec, Canada
| | - Bastien Rioux
- Neurovascular Health Program, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Daniel Roy
- Département de Radiologie, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Lahoud Touma
- Neurovascular Health Program, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Alain Weill
- Département de Radiologie, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Laura C Gioia
- Neurovascular Health Program, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
- Axe Neurosciences, Centre de Recherche du CHUM (CRCHUM), Montréal, Québec, Canada
- Département de Neurosciences, Université de Montréal, Montréal, Québec, Canada
| | - Laurent Létourneau-Guillon
- Département de Radiologie, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
- Imaging and Engineering Axis, Centre de Recherche du CHUM (CRCHUM), Montréal, Québec, Canada
| |
Collapse
|
93
|
Jakowenko ND, Kopp BJ, Erstad BL. Appraising the use of tranexamic acid in traumatic and non-traumatic intracranial hemorrhage: A narrative review. J Am Coll Emerg Physicians Open 2022; 3:e12777. [PMID: 35859856 PMCID: PMC9286528 DOI: 10.1002/emp2.12777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 06/06/2022] [Accepted: 06/16/2022] [Indexed: 11/17/2022] Open
Abstract
Recently there has been increasing interest and debate on the use of tranexamic acid (TXA), an antifibrinolytic drug, in both traumatic and non-traumatic intracranial hemorrhage. In this review we aim to discuss recent investigations looking at TXA in traumatic brain injury (TBI) and different categories of spontaneous intracranial hemorrhage. We also discuss differences between setting (hospital vs pre-hospital), dosing and timing strategies, and other logistical challenges surrounding optimal use of TXA for isolated intracranial hemorrhage. Last, we hope to provide guidance for clinicians when considering the use of TXA in a patient with traumatic or non-traumatic intracranial hemorrhage based on appraisal of the available literature as well as some potential ideas for future research in this area.
Collapse
Affiliation(s)
| | - Brian J. Kopp
- Department of PharmacyBanner University Medical Center–TucsonTucsonArizonaUSA
| | - Brian L. Erstad
- Department of Pharmacy Practice and ScienceUniversity of Arizona College of PharmacyTucsonArizonaUSA
| |
Collapse
|
94
|
Naidech AM, Grotta J, Elm J, Janis S, Dowlatshahi D, Toyoda K, Steiner T, Mayer SA, Khanolkar P, Denlinger J, Audebert HJ, Molina C, Khatri P, Sprigg N, Vagal A, Broderick JP. Recombinant factor VIIa for hemorrhagic stroke treatment at earliest possible time (FASTEST): Protocol for a phase III, double-blind, randomized, placebo-controlled trial. Int J Stroke 2022; 17:806-809. [PMID: 34427473 PMCID: PMC9933458 DOI: 10.1177/17474930211042700] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
INTRODUCTION Intracerebral hemorrhage is the deadliest form of stroke. Hematoma expansion, growth of the hematoma between the baseline computed tomography scan and a follow-up computed tomography scan at 24 ± 6 h, predicts long-term disability or death. Recombinant factor VIIa (rFVIIa) has reduced hematoma expansion in previous clinical trials with a variable effect on clinical outcomes, with the greatest impact on hematoma expansion and potential benefit when administered within 2 h of symptom onset. METHODS Factor VIIa for Hemorrhagic Stroke Treatment at Earliest Possible Time (FASTEST, NCT03496883) is a randomized controlled trial that will enroll 860 patients at ∼100 emergency departments and mobile stroke units in five countries. Patients are eligible for enrollment if they have acute intracerebral hemorrhage within 2 h of symptom onset confirmed by computed tomography, a hematoma volume of 2 to 60 mL, no or small volumes of intraventricular hemorrhage, do not take anticoagulant medications or concurrent heparin/heparinoids (antiplatelet medications are permissible), and are not deeply comatose. Enrolled patients will receive rFVIIa 80 µg/kg or placebo intravenously over 2 min. The primary outcome measure is the distribution of the ordinal modified Rankin Scale at 180 days. FASTEST is monitored by a Data Safety Monitoring Board. Safety endpoints include thrombotic events (e.g. myocardial infarction). Human subjects research is monitored by an external Institutional Review Board in participating countries. DISCUSSION In the US, FASTEST will be first NIH StrokeNet Trial with an Exception from Informed Consent which allows enrollment of non-communicative patients without an immediately identifiable proxy.
Collapse
Affiliation(s)
| | | | - Jordan Elm
- Medical University of South Carolina, Charleston, SC, USA
| | - Scott Janis
- National Institute of Neurological Diseases and Stroke, Bethesda, MD, USA
| | | | - Kazunori Toyoda
- National Cerebral and Cardiovascular Center, Suita, Osaka, Japan
| | - Thorsten Steiner
- National Cerebral and Cardiovascular Center, Suita, Osaka, Japan
| | | | | | | | | | | | | | | | | | | |
Collapse
|
95
|
Prediction of adult post-hemorrhagic hydrocephalus: a risk score based on clinical data. Sci Rep 2022; 12:12213. [PMID: 35842469 PMCID: PMC9288433 DOI: 10.1038/s41598-022-16577-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 07/12/2022] [Indexed: 11/08/2022] Open
Abstract
There is lacking research on risk factors and prediction models associated with Post-hemorrhagic hydrocephalus (PHH). Thus, this present study aimed to analyze the risk factors of PHH and establish a risk-scoring system through a large-scale study. A retrospective study of 382 patients with intracranial hemorrhage assessed age, history and diagnosis, Glasgow coma score (GCS), and fever time. After univariate and logistic regression analysis, a risk scoring system was established according to independent risk factors and evaluated using the area under the curve (AUC). Of the 382 patients, 133 (34.8%) had PHH, 43 (11.3%) received surgical treatment. Factor classification showed that age > 60 years old [odds ratio (OR): 0.347, II = 5 points], GCS < 5 (OR: 0.09, IV = 10 points), GCS 6‒8 (OR = 0.232, III = 6 points), fever time > 9 (OR: 0.202, III = 7 points), fever time 5-9 (OR: 0.341, II = 5 points), CSF-TP x time > 14,4000 group (OR: 0.267, IV = 6 points), and CSF-TP x time 9,601‒14,400 group (OR: 0.502, III = 3 points) were independent risk factors. The result of the receiver operating characteristic (ROC) prediction showed that AUC = 0.790 (0.744‒0.836). Low-risk (IV-VII), moderate (VIII-X), and high-risk group (XI-XIII) incidence of PHH were 11.76%, 50.55%, and 70.00% (p < 0.001), respectively. The coincidence rates in the validation cohort were 26.00%, 74.07%, and 100.0% (p < 0.001), respectively. AUC value was 0.860 (0.780‒0.941). The predictive model was conducive to determining the occurrence of PHH and facilitating early intervention.
Collapse
|
96
|
Can't Stop, Won't Stop: The Return of Tranexamic Acid for Epistaxis. Ann Emerg Med 2022; 80:189-191. [PMID: 35842341 DOI: 10.1016/j.annemergmed.2022.04.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Indexed: 11/24/2022]
|
97
|
Ding Y, Wang Y, Liu L, Gu H, Yang K, Li Z, Zhao X. Combined Association of Low-Density Lipoprotein Cholesterol Levels and Systolic Blood Pressure to the Outcome of Intracerebral Hemorrhage: Data from the China Stroke Center Alliance. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2022; 2022:6206315. [PMID: 35761874 PMCID: PMC9233602 DOI: 10.1155/2022/6206315] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 03/14/2022] [Accepted: 05/28/2022] [Indexed: 11/18/2022]
Abstract
Limited data were available about the combined impact of systolic blood pressure (SBP) and low-density lipoprotein cholesterol (LDL-C) levels on intracerebral hemorrhage (ICH) prognosis. The objective of this study is to explore whether the relationship between LDL-C and ICH outcomes was modified by SBP levels in a Chinese population. From August 1, 2015, to July 31, 2019, 75,443 ICH patients enrolled from the Chinese Stroke Center Alliance program were included in our study. Patients were divided into LDL-C levels of <70 mg/dL, 70-100 mg/dL, and ≥100 mmol/L. SBP was stratified as <140 mmHg, 140-180 mmHg, and ≥180 mmHg. The primary outcome was the occurrence of hematoma expansion (HE), and the second outcome was in-hospital mortality. Correlation between LDL-C levels and SBP on ICH outcomes were assessed by logistic regression. 6,116 (8.1%) and 1,576 (2.1%) patients suffered HE and in-hospital mortality. Compared with the ≥100 mg/dL group, patients with LDL-C concentrations under 70 mg/dL had a 19% and 24% increase in the relative risk of HE (crude OR 1.19, 95% CI 1.11-1.28) and in-hospital mortality (crude OR 1.24, 95% CI 1.08-1.42). When SBP was added as a stratification variable, the above-mentioned association was attenuated in patients under a threshold SBP of 140 mmHg (P > 0.05). However, no statistical interaction was detected between SBP and LDL-C levels. Lower LDL-C levels (<70 mg/dL) are related to a higher risk of HE and in-hospital mortality confined to ICH patients with elevated SBP (≥140 mmHg).
Collapse
Affiliation(s)
- Yarong Ding
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Yu Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Department of Neurology, Beijing Hospital, National Center of Gerontology, Beijing, China
| | - Liping Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Research Unit of Artificial Intelligence in Cerebrovascular Disease, Chinese Academy of Medical Sciences, Beijing, China
| | - Hongqiu Gu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Kaixuan Yang
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, China
- Beijing Municipal Key Laboratory of Clinical Epidemiology, Beijing, China
| | - Zixiao Li
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Research Unit of Artificial Intelligence in Cerebrovascular Disease, Chinese Academy of Medical Sciences, Beijing, China
| | - Xingquan Zhao
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Research Unit of Artificial Intelligence in Cerebrovascular Disease, Chinese Academy of Medical Sciences, Beijing, China
| |
Collapse
|
98
|
Stanworth SJ, Dowling K, Curry N, Doughty H, Hunt BJ, Fraser L, Narayan S, Smith J, Sullivan I, Green L. A guideline for the haematological management of major haemorrhage: a British Society for Haematology Guideline. Br J Haematol 2022; 198:654-667. [PMID: 35687716 DOI: 10.1111/bjh.18275] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 05/07/2022] [Accepted: 05/09/2022] [Indexed: 12/17/2022]
Affiliation(s)
- Simon J Stanworth
- Transfusion Medicine, NHS Blood and Transplant, Oxford, UK.,Department of Haematology, Oxford University Hospitals NHS Foundation Trust, Oxford, UK.,Radcliffe Department of Medicine, University of Oxford, and NIHR Oxford Biomedical Research Centre, Oxford, UK
| | - Kerry Dowling
- Transfusion Laboratory Manager, Southampton University Hospitals NHS Foundation Trust, Southampton, UK
| | - Nikki Curry
- Department of Haematology, Oxford University Hospitals NHS Foundation Trust, Oxford, UK.,Radcliffe Department of Medicine, University of Oxford, and NIHR Oxford Biomedical Research Centre, Oxford, UK
| | - Heidi Doughty
- Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.,NIHR Surgical Reconstruction and Microbiology Research Centre, Birmingham, UK
| | - Beverley J Hunt
- Department of Haematology, Guy's and St Thomas's Hospital, London, UK
| | - Laura Fraser
- Transfusion Practitioner, NHS Lanarkshire, University Hospital Wishaw, Wishaw, UK.,National Services Scotland/Scottish National Blood Transfusion, Edinburgh, UK
| | - Shruthi Narayan
- Medical director, Serious Hazards of Transfusion, Manchester, UK
| | - Juliet Smith
- Lead Transfusion Practitioner, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Ian Sullivan
- Transfusion Laboratory Manager, Royal Cornwall Hospitals NHS Trust, Truro, UK
| | - Laura Green
- Transfusion Medicine, NHS Blood and Transplant, London, UK.,Barts Health NHS Trust, London, UK.,Blizzard Institute, Queen Mary University of London, London, UK
| | | |
Collapse
|
99
|
Schreuder FHBM, Scholte M, Ulehake MJ, Sondag L, Rovers MM, Dammers R, Klijn CJM, Grutters JPC. Identifying the Conditions for Cost-Effective Minimally Invasive Neurosurgery in Spontaneous Supratentorial Intracerebral Hemorrhage. Front Neurol 2022; 13:830614. [PMID: 35720058 PMCID: PMC9200972 DOI: 10.3389/fneur.2022.830614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 04/19/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundIn patients with spontaneous supratentorial intracerebral hemorrhage (ICH), open craniotomy has failed to improve a functional outcome. Innovative minimally invasive neurosurgery (MIS) may improve a health outcome and reduce healthcare costs.AimsBefore starting phase-III trials, we aim to assess conditions that need to be met to reach the potential cost-effectiveness of MIS compared to usual care in patients with spontaneous supratentorial ICH.MethodsWe used a state-transition model to determine at what effectiveness and cost MIS would become cost-effective compared to usual care in terms of quality-adjusted life-years (QALYs) and direct healthcare costs. Threshold and two-way sensitivity analyses were used to determine the minimal effectiveness and maximal costs of MIS, and the most cost-effective strategy for each combination of cost and effectiveness. Scenario and probabilistic sensitivity analyses addressed model uncertainty.ResultsGiven €10,000 of surgical costs, MIS would become cost-effective when at least 0.7–1.3% of patients improve to a modified Rankin Scale (mRS) score of 0–3 compared to usual care. When 11% of patients improve to mRS 0–3, surgical costs may be up to €83,301–€164,382, depending on the population studied. The cost-effectiveness of MIS was mainly determined by its effectiveness. In lower mRS states, MIS needs to be more effective to be cost-effective compared to higher mRS states.ConclusionMIS has the potential to be cost-effective in patients with spontaneous supratentorial ICH, even with relatively low effectiveness. These results support phase-III trials to investigate the effectiveness of MIS.
Collapse
Affiliation(s)
- Floris H. B. M. Schreuder
- Department of Neurology, Center for Neuroscience, Donders Institute of Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, Netherlands
- *Correspondence: Floris H. B. M. Schreuder
| | - Mirre Scholte
- Department of Operating Rooms, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Marike J. Ulehake
- Department for Health Evidence, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Lotte Sondag
- Department of Neurology, Center for Neuroscience, Donders Institute of Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, Netherlands
| | - Maroeska M. Rovers
- Department of Operating Rooms, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
- Department for Health Evidence, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Ruben Dammers
- Department of Neurosurgery, Erasmus Medical Center, Erasmus MC Stroke Center, Rotterdam, Netherlands
| | - Catharina J. M. Klijn
- Department of Neurology, Center for Neuroscience, Donders Institute of Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, Netherlands
| | - Janneke P. C. Grutters
- Department of Operating Rooms, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
- Department for Health Evidence, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| |
Collapse
|
100
|
Tranexamic acid – A narrative review for the emergency medicine clinician. Am J Emerg Med 2022; 56:33-44. [DOI: 10.1016/j.ajem.2022.03.027] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 03/07/2022] [Accepted: 03/14/2022] [Indexed: 02/06/2023] Open
|